WEBVTT
Kind: captions
Language: en

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[Applause]

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hello<00:00:11.610><c> it's</c><00:00:12.570><c> like</c><00:00:12.780><c> Rockley</c><00:00:13.320><c> 9:15</c>

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hello it's like Rockley 9:15
 

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hello it's like Rockley 9:15
everybody's<00:00:16.170><c> here</c><00:00:16.379><c> have</c><00:00:16.619><c> which</c><00:00:17.250><c> is</c><00:00:17.369><c> amazing</c>

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everybody's here have which is amazing
 

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everybody's here have which is amazing
thank<00:00:18.000><c> you</c><00:00:18.119><c> so</c><00:00:18.270><c> much</c><00:00:18.480><c> we</c><00:00:18.779><c> really</c><00:00:18.810><c> didn't</c>

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thank you so much we really didn't
 

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thank you so much we really didn't
expect<00:00:19.320><c> everybody</c><00:00:20.009><c> showing</c><00:00:20.189><c> them</c><00:00:20.369><c> time</c><00:00:20.810><c> that</c>

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expect everybody showing them time that
 

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expect everybody showing them time that
shown<00:00:22.259><c> that</c><00:00:22.500><c> you're</c><00:00:22.680><c> either</c><00:00:22.800><c> jet</c><00:00:23.279><c> lagged</c><00:00:23.580><c> the</c>

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shown that you're either jet lagged the
 

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shown that you're either jet lagged the
right<00:00:24.180><c> way</c><00:00:24.450><c> or</c><00:00:24.750><c> that</c><00:00:25.079><c> you</c><00:00:25.200><c> really</c><00:00:25.410><c> care</c><00:00:25.650><c> either</c>

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right way or that you really care either
 

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right way or that you really care either
way<00:00:26.550><c> it's</c><00:00:27.240><c> really</c><00:00:27.539><c> really</c><00:00:27.750><c> good</c>

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way it's really really good
 

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way it's really really good
let's<00:00:30.330><c> walk</c><00:00:30.539><c> through</c><00:00:30.570><c> the</c><00:00:30.840><c> day</c><00:00:31.019><c> very</c><00:00:31.380><c> very</c>

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let's walk through the day very very
 

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let's walk through the day very very
briefly

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briefly
 

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briefly
like<00:00:33.210><c> right</c><00:00:33.660><c> now</c><00:00:33.690><c> 15</c><00:00:34.260><c> minutes</c><00:00:34.559><c> of</c><00:00:34.710><c> just</c>

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like right now 15 minutes of just
 

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like right now 15 minutes of just
welcoming<00:00:35.370><c> wards</c><00:00:35.820><c> and</c><00:00:36.000><c> like</c><00:00:36.150><c> shortly</c><00:00:36.600><c> throws</c>

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welcoming wards and like shortly throws
 

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welcoming wards and like shortly throws
like<00:00:37.080><c> everybody</c><00:00:37.589><c> will</c><00:00:37.739><c> say</c><00:00:37.920><c> roughly</c><00:00:38.370><c> 102</c><00:00:38.879><c> Oh</c>

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like everybody will say roughly 102 Oh
 

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like everybody will say roughly 102 Oh
sentences<00:00:39.420><c> like</c><00:00:39.540><c> we</c><00:00:39.900><c> were</c><00:00:40.080><c> like</c><00:00:40.379><c> why</c><00:00:40.739><c> you</c><00:00:40.800><c> care</c>

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sentences like we were like why you care
 

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sentences like we were like why you care
about<00:00:41.280><c> p2p</c><00:00:41.879><c> or</c><00:00:42.180><c> or</c><00:00:42.360><c> maybe</c><00:00:42.570><c> you</c><00:00:42.720><c> don't</c><00:00:42.870><c> major</c>

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about p2p or or maybe you don't major
 

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about p2p or or maybe you don't major
you're<00:00:43.530><c> just</c><00:00:43.799><c> like</c><00:00:44.040><c> suppose</c><00:00:44.430><c> it's</c><00:00:44.610><c> about</c><00:00:44.879><c> like</c>

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you're just like suppose it's about like
 

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you're just like suppose it's about like
that's<00:00:45.659><c> also</c><00:00:45.900><c> unacceptable</c><00:00:46.650><c> as</c><00:00:46.799><c> scientists</c>

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that's also unacceptable as scientists
 

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that's also unacceptable as scientists
you<00:00:47.519><c> know</c><00:00:47.580><c> you</c><00:00:48.210><c> do</c><00:00:48.360><c> you</c><00:00:48.540><c> and</c><00:00:49.019><c> and</c><00:00:49.830><c> then</c><00:00:49.979><c> we</c><00:00:50.159><c> have</c>

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you know you do you and and then we have
 

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you know you do you and and then we have
project<00:00:50.670><c> presentations</c><00:00:51.299><c> and</c><00:00:51.479><c> discussion</c>

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project presentations and discussion
 

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project presentations and discussion
vlogs<00:00:52.199><c> in</c><00:00:52.440><c> the</c><00:00:52.559><c> project</c><00:00:52.979><c> presentations</c><00:00:53.580><c> like</c>

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vlogs in the project presentations like
 

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vlogs in the project presentations like
we<00:00:54.089><c> tried</c><00:00:54.330><c> to</c><00:00:54.479><c> squeeze</c><00:00:54.720><c> in</c><00:00:54.900><c> as</c><00:00:55.080><c> many</c><00:00:55.379><c> as</c><00:00:55.530><c> we</c>

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we tried to squeeze in as many as we
 

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we tried to squeeze in as many as we
could<00:00:55.830><c> so</c><00:00:56.129><c> like</c><00:00:56.339><c> we're</c><00:00:56.909><c> kind</c><00:00:57.180><c> of</c><00:00:57.299><c> gonna</c><00:00:57.420><c> be</c><00:00:57.629><c> my</c>

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could so like we're kind of gonna be my
 

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could so like we're kind of gonna be my
new<00:00:58.170><c> here</c><00:00:58.500><c> my</c><00:00:58.860><c> new</c><00:00:58.920><c> is</c><00:00:59.070><c> amazing</c><00:00:59.489><c> he's</c><00:00:59.670><c> part</c><00:00:59.909><c> of</c>

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new here my new is amazing he's part of
 

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new here my new is amazing he's part of
the<00:01:00.119><c> DEF</c><00:01:00.299><c> CON</c><00:01:00.449><c> staff</c><00:01:00.750><c> and</c><00:01:01.019><c> like</c><00:01:01.199><c> he's</c><00:01:01.470><c> gonna</c><00:01:01.949><c> be</c>

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the DEF CON staff and like he's gonna be
 

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the DEF CON staff and like he's gonna be
keeping<00:01:02.430><c> the</c><00:01:02.519><c> time</c><00:01:02.760><c> he</c><00:01:03.390><c> prepared</c><00:01:03.809><c> everything</c>

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keeping the time he prepared everything
 

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keeping the time he prepared everything
he's<00:01:05.100><c> also</c><00:01:05.430><c> he</c><00:01:05.670><c> also</c><00:01:05.700><c> prefers</c><00:01:06.210><c> the</c><00:01:06.330><c> cards</c><00:01:06.659><c> that</c>

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he's also he also prefers the cards that
 

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he's also he also prefers the cards that
showing<00:01:07.530><c> you</c><00:01:07.650><c> when</c><00:01:07.799><c> you're</c><00:01:07.920><c> out</c><00:01:08.130><c> of</c><00:01:08.159><c> time</c>

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showing you when you're out of time
 

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showing you when you're out of time
because<00:01:08.850><c> I</c><00:01:08.909><c> think</c><00:01:08.970><c> like</c><00:01:09.270><c> about</c><00:01:09.689><c> half</c><00:01:09.960><c> of</c><00:01:09.990><c> the</c>

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because I think like about half of the
 

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because I think like about half of the
room<00:01:10.439><c> are</c><00:01:10.560><c> speakers</c><00:01:10.979><c> right</c><00:01:11.340><c> so</c><00:01:11.610><c> like</c><00:01:11.850><c> you</c><00:01:12.030><c> know</c>

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room are speakers right so like you know
 

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room are speakers right so like you know
pay<00:01:12.659><c> attention</c><00:01:13.080><c> to</c><00:01:13.170><c> what</c><00:01:13.320><c> multis</c><00:01:13.710><c> showing</c><00:01:14.009><c> you</c>

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pay attention to what multis showing you
 

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pay attention to what multis showing you
we<00:01:15.000><c> know</c><00:01:15.149><c> that</c><00:01:15.390><c> these</c><00:01:15.570><c> are</c><00:01:15.719><c> short</c><00:01:16.079><c> time</c><00:01:16.350><c> slots</c>

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we know that these are short time slots
 

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we know that these are short time slots
and<00:01:16.859><c> it's</c><00:01:17.009><c> impossible</c><00:01:17.250><c> to</c><00:01:17.549><c> cover</c><00:01:17.850><c> everything</c>

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and it's impossible to cover everything
 

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and it's impossible to cover everything
in<00:01:18.390><c> such</c><00:01:18.659><c> a</c><00:01:18.689><c> short</c><00:01:18.960><c> amount</c><00:01:19.020><c> of</c><00:01:19.259><c> time</c><00:01:19.350><c> but</c><00:01:19.979><c> it's</c>

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in such a short amount of time but it's
 

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in such a short amount of time but it's
more<00:01:20.340><c> of</c><00:01:20.460><c> like</c><00:01:20.670><c> hey</c><00:01:21.090><c> we're</c><00:01:21.390><c> like</c><00:01:21.570><c> galvanizing</c>

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more of like hey we're like galvanizing
 

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more of like hey we're like galvanizing
the<00:01:22.439><c> community</c><00:01:22.920><c> now</c><00:01:23.070><c> and</c><00:01:23.399><c> like</c><00:01:23.549><c> starting</c><00:01:23.969><c> a</c>

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the community now and like starting a
 

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the community now and like starting a
thing<00:01:24.240><c> that</c><00:01:24.479><c> we're</c><00:01:24.630><c> going</c><00:01:24.719><c> to</c><00:01:24.810><c> be</c><00:01:24.869><c> doing</c><00:01:24.990><c> for</c>

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thing that we're going to be doing for
 

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thing that we're going to be doing for
at<00:01:25.469><c> least</c><00:01:25.649><c> three</c><00:01:25.979><c> months</c><00:01:26.130><c> together</c><00:01:26.579><c> working</c>

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at least three months together working
 

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at least three months together working
on<00:01:27.149><c> mapping</c><00:01:27.479><c> of</c><00:01:27.659><c> the</c><00:01:27.749><c> p2p</c><00:01:28.049><c> ecosystem</c><00:01:28.710><c> solving</c>

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on mapping of the p2p ecosystem solving
 

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on mapping of the p2p ecosystem solving
challenges<00:01:29.549><c> together</c><00:01:29.820><c> and</c><00:01:30.499><c> you</c><00:01:31.499><c> know</c><00:01:31.619><c> and</c>

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challenges together and you know and
 

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challenges together and you know and
things<00:01:31.979><c> like</c><00:01:32.130><c> that</c><00:01:32.189><c> so</c><00:01:32.369><c> basically</c><00:01:32.999><c> this</c><00:01:33.390><c> is</c>

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things like that so basically this is
 

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things like that so basically this is
more<00:01:33.869><c> of</c><00:01:33.960><c> like</c><00:01:33.990><c> boys</c><00:01:34.380><c> who</c><00:01:34.740><c> what</c><00:01:34.979><c> are</c><00:01:35.130><c> you</c>

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more of like boys who what are you
 

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more of like boys who what are you
working<00:01:35.579><c> on</c><00:01:35.670><c> what</c><00:01:35.909><c> are</c><00:01:35.969><c> the</c><00:01:36.240><c> challenges</c><00:01:36.749><c> and</c>

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working on what are the challenges and
 

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working on what are the challenges and
like<00:01:37.170><c> let's</c><00:01:37.560><c> work</c><00:01:37.770><c> on</c><00:01:37.950><c> a</c><00:01:38.009><c> common</c><00:01:38.189><c> vision</c><00:01:38.429><c> for</c>

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like let's work on a common vision for
 

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like let's work on a common vision for
solving<00:01:39.030><c> them</c><00:01:39.179><c> we</c><00:01:39.780><c> have</c><00:01:39.899><c> -</c><00:01:40.109><c> for</c><00:01:40.319><c> the</c><00:01:40.439><c> call</c>

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solving them we have - for the call
 

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solving them we have - for the call
today

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today
 

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today
Carrie<00:01:41.520><c> sighs</c><00:01:41.729><c> here</c><00:01:42.090><c> we</c><00:01:42.689><c> have</c><00:01:43.170><c> Demetrius</c>

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Carrie sighs here we have Demetrius
 

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Carrie sighs here we have Demetrius
enthroned<00:01:44.189><c> stages</c><00:01:44.640><c> we</c><00:01:45.179><c> have</c><00:01:45.229><c> September</c><00:01:46.229><c> to</c>

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enthroned stages we have September to
 

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enthroned stages we have September to
give<00:01:46.740><c> out</c><00:01:46.859><c> reputation</c><00:01:47.299><c> in</c><00:01:48.299><c> p2p</c><00:01:48.659><c> networks</c><00:01:49.049><c> we</c>

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give out reputation in p2p networks we
 

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give out reputation in p2p networks we
have<00:01:49.590><c> three</c><00:01:49.890><c> trade</c><00:01:50.159><c> showing</c><00:01:50.640><c> wireline</c><00:01:51.319><c> we</c>

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have three trade showing wireline we
 

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have three trade showing wireline we
have<00:01:52.560><c> Deb</c><00:01:53.280><c> Russian</c><00:01:53.639><c> with</c><00:01:53.729><c> Altea</c>

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have Deb Russian with Altea
 

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have Deb Russian with Altea
very<00:01:55.649><c> all</c><00:01:55.740><c> showing</c><00:01:55.979><c> talking</c><00:01:56.609><c> about</c>

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very all showing talking about
 

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very all showing talking about
redundancy<00:01:57.329><c> in</c><00:01:57.389><c> p2p</c><00:01:57.749><c> systems</c><00:01:58.079><c> I</c><00:01:58.319><c> don't</c><00:01:58.499><c> think</c>

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redundancy in p2p systems I don't think
 

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redundancy in p2p systems I don't think
she's<00:01:58.859><c> here</c><00:01:59.039><c> yet</c><00:01:59.100><c> but</c><00:01:59.429><c> she's</c><00:01:59.609><c> not</c><00:01:59.700><c> arrived</c><00:01:59.999><c> sir</c>

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she's here yet but she's not arrived sir
 

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she's here yet but she's not arrived sir
Antoine<00:02:01.590><c> is</c><00:02:01.619><c> gonna</c><00:02:01.889><c> be</c><00:02:01.950><c> talking</c><00:02:02.100><c> about</c>

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Antoine is gonna be talking about
 

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Antoine is gonna be talking about
testing<00:02:02.700><c> networks</c><00:02:03.060><c> with</c><00:02:03.270><c> with</c><00:02:03.810><c> Wyatt</c><00:02:04.049><c> block</c>

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testing networks with with Wyatt block
 

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testing networks with with Wyatt block
Matthew<00:02:05.759><c> sleepers</c><00:02:06.119><c> in</c><00:02:06.329><c> a</c><00:02:06.420><c> give</c><00:02:06.719><c> overview</c><00:02:07.350><c> of</c>

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Matthew sleepers in a give overview of
 

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Matthew sleepers in a give overview of
SSB<00:02:07.829><c> jaya</c><00:02:08.640><c> promises</c><00:02:09.149><c> we</c><00:02:09.330><c> wanted</c><00:02:09.869><c> to</c><00:02:09.959><c> be</c><00:02:10.110><c> here</c>

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SSB jaya promises we wanted to be here
 

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SSB jaya promises we wanted to be here
but<00:02:10.470><c> I</c><00:02:10.530><c> think</c><00:02:10.770><c> she</c>

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but I think she
 

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but I think she
small<00:02:11.970><c> accidents</c><00:02:12.540><c> last</c><00:02:12.780><c> minute</c><00:02:13.200><c> so</c><00:02:13.470><c> she</c><00:02:13.860><c> won't</c>

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small accidents last minute so she won't
 

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small accidents last minute so she won't
make<00:02:14.280><c> it</c><00:02:14.460><c> this</c><00:02:14.580><c> time</c>

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make it this time
 

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make it this time
phonemic<00:02:16.260><c> we'll</c><00:02:16.620><c> talk</c><00:02:16.800><c> about</c><00:02:17.010><c> al-qaeda's</c>

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phonemic we'll talk about al-qaeda's
 

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phonemic we'll talk about al-qaeda's
need<00:02:17.730><c> for</c><00:02:17.910><c> a</c><00:02:17.940><c> p2p</c><00:02:18.530><c> Mike</c><00:02:19.530><c> and</c><00:02:19.710><c> Molly</c><00:02:19.890><c> from</c>

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need for a p2p Mike and Molly from
 

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need for a p2p Mike and Molly from
protocol<00:02:20.430><c> lapse</c><00:02:20.640><c> will</c><00:02:20.880><c> will</c><00:02:21.210><c> cover</c><00:02:21.510><c> lifting</c>

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protocol lapse will will cover lifting
 

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protocol lapse will will cover lifting
to<00:02:22.050><c> be</c><00:02:22.170><c> entire</c><00:02:22.590><c> many</c><00:02:22.860><c> ipfs</c><00:02:23.550><c> and</c><00:02:23.820><c> I</c><00:02:23.850><c> know</c><00:02:23.910><c> there</c>

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to be entire many ipfs and I know there
 

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to be entire many ipfs and I know there
are<00:02:24.270><c> like</c><00:02:24.390><c> couple</c><00:02:24.720><c> of</c><00:02:24.810><c> people</c><00:02:24.990><c> that</c><00:02:25.140><c> email</c>

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are like couple of people that email
 

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are like couple of people that email
last<00:02:25.770><c> minute</c><00:02:26.190><c> and</c><00:02:26.400><c> like</c><00:02:26.670><c> what</c><00:02:26.940><c> to</c><00:02:27.090><c> do</c><00:02:27.420><c> a</c><00:02:27.450><c> shirt</c>

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last minute and like what to do a shirt
 

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last minute and like what to do a shirt
like<00:02:27.750><c> to</c><00:02:28.050><c> talk</c><00:02:28.320><c> like</c><00:02:28.920><c> we</c><00:02:29.160><c> should</c><00:02:29.430><c> have</c><00:02:29.610><c> time</c>

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like to talk like we should have time
 

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like to talk like we should have time
for<00:02:29.850><c> that</c><00:02:30.240><c> like</c><00:02:30.450><c> five</c><00:02:30.690><c> or</c><00:02:30.870><c> ten</c><00:02:31.050><c> minutes</c>

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for that like five or ten minutes
 

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for that like five or ten minutes
depending<00:02:31.470><c> on</c><00:02:31.740><c> how</c><00:02:31.800><c> many</c><00:02:32.010><c> of</c><00:02:32.310><c> you</c><00:02:32.550><c> are</c><00:02:32.700><c> here</c>

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depending on how many of you are here
 

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depending on how many of you are here
please<00:02:33.420><c> raise</c><00:02:33.630><c> your</c><00:02:33.660><c> heads</c><00:02:34.100><c> okay</c><00:02:35.100><c> a</c><00:02:35.370><c> piece</c>

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please raise your heads okay a piece
 

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please raise your heads okay a piece
here<00:02:35.910><c> that's</c><00:02:36.300><c> perfect</c><00:02:36.600><c> and</c><00:02:36.990><c> I</c><00:02:37.080><c> know</c><00:02:37.110><c> that</c>

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here that's perfect and I know that
 

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here that's perfect and I know that
there's<00:02:37.680><c> two</c><00:02:37.890><c> people</c><00:02:38.160><c> that</c><00:02:38.430><c> are</c><00:02:38.610><c> gonna</c><00:02:38.730><c> arrive</c>

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there's two people that are gonna arrive
 

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there's two people that are gonna arrive
soon<00:02:39.300><c> so</c><00:02:39.810><c> like</c><00:02:39.990><c> like</c><00:02:40.680><c> if</c><00:02:40.920><c> we</c><00:02:41.100><c> if</c><00:02:41.280><c> we</c><00:02:41.310><c> stay</c><00:02:41.580><c> on</c>

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soon so like like if we if we stay on
 

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soon so like like if we if we stay on
schedule<00:02:41.850><c> like</c><00:02:42.600><c> we're</c><00:02:42.780><c> going</c><00:02:42.959><c> to</c><00:02:42.990><c> be</c><00:02:43.080><c> able</c><00:02:43.170><c> to</c>

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schedule like we're going to be able to
 

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schedule like we're going to be able to
talk<00:02:43.500><c> about</c><00:02:43.590><c> all</c><00:02:43.980><c> of</c><00:02:44.010><c> this</c><00:02:44.250><c> we're</c><00:02:44.520><c> just</c><00:02:44.640><c> going</c>

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talk about all of this we're just going
 

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talk about all of this we're just going
to<00:02:44.790><c> be</c><00:02:44.880><c> variable</c><00:02:45.270><c> and</c><00:02:46.200><c> then</c><00:02:46.470><c> this</c><00:02:46.620><c> fashion</c>

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to be variable and then this fashion
 

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to be variable and then this fashion
looks<00:02:47.220><c> we</c><00:02:47.459><c> have</c><00:02:47.550><c> like</c><00:02:47.760><c> you</c><00:02:47.970><c> know</c><00:02:48.060><c> a</c><00:02:48.180><c> bunch</c><00:02:48.420><c> of</c>

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looks we have like you know a bunch of
 

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looks we have like you know a bunch of
people<00:02:48.600><c> we're</c><00:02:49.290><c> going</c><00:02:49.410><c> to</c><00:02:49.470><c> be</c><00:02:49.530><c> taking</c><00:02:49.830><c> notes</c>

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people we're going to be taking notes
 

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people we're going to be taking notes
during<00:02:50.310><c> the</c><00:02:50.610><c> during</c><00:02:50.970><c> hearing</c><00:02:51.450><c> care</c>

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during the during hearing care
 

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during the during hearing care
presentations<00:02:52.140><c> and</c><00:02:52.320><c> like</c><00:02:52.530><c> it</c><00:02:52.770><c> will</c><00:02:52.950><c> be</c><00:02:53.040><c> great</c>

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presentations and like it will be great
 

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presentations and like it will be great
for<00:02:53.459><c> you</c><00:02:53.610><c> if</c><00:02:54.150><c> you're</c><00:02:54.630><c> presenting</c><00:02:54.870><c> you</c><00:02:55.230><c> also</c>

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for you if you're presenting you also
 

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for you if you're presenting you also
briefly<00:02:55.950><c> mentioned</c><00:02:56.040><c> like</c><00:02:56.670><c> what</c><00:02:57.030><c> do</c><00:02:57.239><c> you</c><00:02:57.270><c> think</c>

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briefly mentioned like what do you think
 

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briefly mentioned like what do you think
the<00:02:57.600><c> biggest</c><00:02:57.840><c> challenges</c><00:02:58.230><c> are</c><00:02:58.440><c> for</c><00:02:58.709><c> us</c><00:02:58.800><c> to</c><00:02:58.980><c> put</c>

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the biggest challenges are for us to put
 

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the biggest challenges are for us to put
this<00:02:59.280><c> forward</c><00:02:59.580><c> and</c><00:03:00.080><c> would</c><00:03:01.080><c> definitely</c><00:03:01.590><c> be</c>

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this forward and would definitely be
 

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this forward and would definitely be
great<00:03:01.950><c> to</c><00:03:02.100><c> map</c><00:03:02.250><c> this</c><00:03:02.400><c> out</c><00:03:02.550><c> in</c><00:03:02.820><c> the</c><00:03:02.910><c> discussion</c>

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great to map this out in the discussion
 

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great to map this out in the discussion
part<00:03:03.570><c> like</c><00:03:03.840><c> what</c><00:03:04.020><c> the</c><00:03:04.140><c> challenges</c><00:03:04.500><c> are</c><00:03:04.680><c> and</c>

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part like what the challenges are and
 

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part like what the challenges are and
what<00:03:05.340><c> the</c><00:03:05.459><c> action</c><00:03:05.790><c> blocks</c><00:03:06.030><c> we</c><00:03:06.330><c> have</c><00:03:06.360><c> some</c>

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what the action blocks we have some
 

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what the action blocks we have some
ideas<00:03:06.930><c> about</c><00:03:07.170><c> that</c><00:03:07.440><c> we've</c><00:03:07.709><c> been</c><00:03:07.830><c> working</c><00:03:08.010><c> on</c>

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ideas about that we've been working on
 

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ideas about that we've been working on
something<00:03:08.520><c> we</c><00:03:08.880><c> all</c><00:03:09.030><c> need</c><00:03:09.180><c> to</c><00:03:09.209><c> do</c><00:03:09.570><c> on</c><00:03:09.870><c> that</c><00:03:10.110><c> like</c>

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something we all need to do on that like
 

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something we all need to do on that like
before<00:03:11.070><c> we</c><00:03:11.459><c> start</c><00:03:11.760><c> so</c><00:03:11.970><c> you</c><00:03:12.600><c> know</c><00:03:12.750><c> we</c><00:03:12.959><c> really</c>

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before we start so you know we really
 

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before we start so you know we really
have<00:03:13.440><c> high</c><00:03:13.709><c> hopes</c><00:03:13.920><c> for</c><00:03:14.100><c> the</c><00:03:14.489><c> discussion</c><00:03:14.940><c> part</c>

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have high hopes for the discussion part
 

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have high hopes for the discussion part
but<00:03:15.810><c> to</c><00:03:15.870><c> keep</c><00:03:16.140><c> things</c><00:03:16.200><c> off</c><00:03:16.650><c> we</c><00:03:17.100><c> have</c><00:03:17.250><c> one's</c><00:03:17.940><c> own</c>

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but to keep things off we have one's own
 

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but to keep things off we have one's own
exterior<00:03:18.720><c> too</c><00:03:18.900><c> like</c><00:03:19.110><c> probably</c><00:03:19.680><c> remind</c>

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exterior too like probably remind
 

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exterior too like probably remind
everybody<00:03:20.459><c> why</c><00:03:20.880><c> this</c><00:03:20.940><c> matters</c><00:03:21.470><c> and</c><00:03:22.470><c> also</c><00:03:22.920><c> well</c>

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everybody why this matters and also well
 

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everybody why this matters and also well
I<00:03:23.519><c> would</c><00:03:24.150><c> actually</c><00:03:24.269><c> actually</c><00:03:24.510><c> do</c><00:03:24.720><c> kind</c><00:03:24.930><c> of</c><00:03:25.019><c> a</c>

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I would actually actually do kind of a
 

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I would actually actually do kind of a
kind<00:03:25.380><c> of</c><00:03:25.470><c> a</c><00:03:25.560><c> brief</c><00:03:25.769><c> introduction</c><00:03:26.280><c> of</c><00:03:28.100><c> the</c><00:03:29.100><c> idea</c>

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kind of a brief introduction of the idea
 

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kind of a brief introduction of the idea
of<00:03:29.640><c> p2p</c><00:03:29.940><c> and</c><00:03:30.269><c> maybe</c><00:03:30.480><c> maybe</c><00:03:31.019><c> a</c><00:03:31.110><c> better</c><00:03:31.320><c> way</c><00:03:31.470><c> to</c>

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of p2p and maybe maybe a better way to
 

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of p2p and maybe maybe a better way to
do<00:03:31.799><c> this</c><00:03:31.830><c> I</c><00:03:32.010><c> was</c><00:03:32.100><c> think</c><00:03:32.220><c> about</c><00:03:32.250><c> this</c><00:03:32.430><c> when</c><00:03:32.580><c> you</c>

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do this I was think about this when you
 

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do this I was think about this when you
mention<00:03:33.269><c> it</c><00:03:33.360><c> I</c><00:03:33.540><c> would</c><00:03:34.080><c> like</c><00:03:34.260><c> to</c><00:03:34.380><c> kind</c><00:03:34.500><c> of</c>

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mention it I would like to kind of
 

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mention it I would like to kind of
understand<00:03:35.040><c> what</c><00:03:35.190><c> everybody</c><00:03:35.519><c> thinks</c><00:03:35.850><c> that</c>

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understand what everybody thinks that
 

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understand what everybody thinks that
term<00:03:36.510><c> means</c><00:03:36.870><c> what</c><00:03:37.560><c> is</c><00:03:37.650><c> it</c><00:03:37.769><c> what</c><00:03:38.010><c> does</c><00:03:38.070><c> it</c><00:03:38.190><c> mean</c>

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term means what is it what does it mean
 

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term means what is it what does it mean
for<00:03:38.610><c> everybody</c>

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for everybody
 

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for everybody
it's<00:03:39.220><c> here</c><00:03:39.460><c> because</c><00:03:40.360><c> we</c><00:03:40.930><c> have</c><00:03:41.050><c> a</c><00:03:41.080><c> pretty</c>

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it's here because we have a pretty
 

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it's here because we have a pretty
diverse<00:03:41.680><c> range</c><00:03:42.190><c> of</c><00:03:42.370><c> projects</c><00:03:42.910><c> doing</c><00:03:43.090><c> a</c><00:03:43.270><c> lot</c><00:03:43.390><c> of</c>

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diverse range of projects doing a lot of
 

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diverse range of projects doing a lot of
different<00:03:43.750><c> stuff</c><00:03:43.990><c> in</c><00:03:44.320><c> it</c><00:03:44.440><c> you</c><00:03:44.710><c> know</c><00:03:45.580><c> I</c><00:03:45.820><c> think</c>

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different stuff in it you know I think
 

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different stuff in it you know I think
there<00:03:46.210><c> is</c><00:03:46.300><c> a</c><00:03:46.330><c> common</c><00:03:46.600><c> cause</c><00:03:46.960><c> here</c><00:03:47.380><c> and</c><00:03:47.620><c> maybe</c>

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there is a common cause here and maybe
 

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there is a common cause here and maybe
the<00:03:48.160><c> reason</c><00:03:48.310><c> this</c><00:03:48.550><c> room</c><00:03:48.760><c> is</c><00:03:48.880><c> kind</c><00:03:49.120><c> of</c><00:03:49.180><c> distinct</c>

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the reason this room is kind of distinct
 

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the reason this room is kind of distinct
is<00:03:49.810><c> because</c><00:03:50.110><c> in</c><00:03:50.290><c> some</c><00:03:50.500><c> respects</c><00:03:50.890><c> some</c><00:03:51.010><c> of</c><00:03:51.160><c> the</c>

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is because in some respects some of the
 

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is because in some respects some of the
people<00:03:51.520><c> here</c><00:03:51.760><c> are</c><00:03:51.910><c> working</c><00:03:52.030><c> on</c><00:03:52.300><c> things</c><00:03:52.510><c> that</c>

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people here are working on things that
 

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people here are working on things that
can<00:03:53.770><c> work</c><00:03:53.890><c> in</c><00:03:53.950><c> conjunction</c><00:03:54.220><c> with</c><00:03:54.580><c> a</c><00:03:54.730><c> theory</c><00:03:55.030><c> or</c>

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can work in conjunction with a theory or
 

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can work in conjunction with a theory or
quite<00:03:55.780><c> separate</c><00:03:56.170><c> from</c><00:03:56.200><c> it</c><00:03:56.530><c> or</c><00:03:57.310><c> the</c><00:03:57.460><c> projects</c>

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quite separate from it or the projects
 

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quite separate from it or the projects
like<00:03:58.090><c> that</c><00:03:58.680><c> so</c><00:03:59.790><c> maybe</c><00:04:00.790><c> instead</c><00:04:01.000><c> of</c><00:04:01.300><c> giving</c>

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like that so maybe instead of giving
 

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like that so maybe instead of giving
kind<00:04:01.720><c> of</c><00:04:01.780><c> introduction</c><00:04:02.140><c> that's</c><00:04:02.500><c> stating</c><00:04:03.490><c> what</c>

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kind of introduction that's stating what
 

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kind of introduction that's stating what
PD<00:04:03.820><c> is</c><00:04:04.060><c> I'd</c><00:04:04.240><c> like</c><00:04:04.300><c> to</c><00:04:04.450><c> hear</c><00:04:04.540><c> from</c><00:04:04.660><c> you</c><00:04:04.810><c> guys</c><00:04:04.960><c> in</c>

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PD is I'd like to hear from you guys in
 

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PD is I'd like to hear from you guys in
here<00:04:05.350><c> what</c><00:04:05.560><c> you</c><00:04:05.590><c> think</c><00:04:05.890><c> it</c><00:04:05.980><c> is</c><00:04:06.420><c> I'm</c><00:04:07.420><c> going</c><00:04:07.600><c> to</c>

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here what you think it is I'm going to
 

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here what you think it is I'm going to
I've<00:04:07.750><c> been</c><00:04:07.810><c> working</c><00:04:08.170><c> with</c><00:04:08.200><c> a</c><00:04:08.470><c> lot</c><00:04:08.680><c> of</c><00:04:08.710><c> projects</c>

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I've been working with a lot of projects
 

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I've been working with a lot of projects
in<00:04:09.250><c> this</c><00:04:09.370><c> space</c><00:04:09.640><c> currently</c><00:04:10.270><c> we</c><00:04:10.420><c> have</c><00:04:10.450><c> a</c><00:04:10.540><c> wire</c>

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in this space currently we have a wire
 

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in this space currently we have a wire
line<00:04:11.160><c> and</c><00:04:12.160><c> for</c><00:04:12.880><c> me</c><00:04:12.970><c> a</c><00:04:13.000><c> p2p</c><00:04:13.420><c> is</c><00:04:13.930><c> about</c><00:04:14.400><c> you</c><00:04:15.400><c> know</c>

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line and for me a p2p is about you know
 

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line and for me a p2p is about you know
kind<00:04:15.640><c> of</c><00:04:15.730><c> a</c><00:04:15.850><c> kind</c><00:04:16.120><c> of</c><00:04:16.150><c> a</c><00:04:16.270><c> way</c><00:04:16.420><c> to</c><00:04:16.480><c> get</c>

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kind of a kind of a way to get
 

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kind of a kind of a way to get
sovereignty<00:04:17.410><c> over</c><00:04:17.739><c> over</c><00:04:18.610><c> the</c><00:04:18.850><c> sort</c><00:04:19.090><c> of</c>

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sovereignty over over the sort of
 

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sovereignty over over the sort of
digital<00:04:19.270><c> world</c><00:04:19.600><c> that</c><00:04:19.690><c> we're</c><00:04:19.870><c> creating</c>

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digital world that we're creating
 

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digital world that we're creating
anywhere<00:04:21.430><c> we</c><00:04:21.640><c> don't</c><00:04:21.790><c> have</c><00:04:22.030><c> a</c><00:04:22.060><c> lot</c><00:04:22.330><c> of</c>

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anywhere we don't have a lot of
 

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anywhere we don't have a lot of
intermediates<00:04:22.900><c> or</c><00:04:23.200><c> any</c><00:04:23.380><c> impossible</c><00:04:24.040><c> you</c><00:04:24.490><c> can</c>

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intermediates or any impossible you can
 

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intermediates or any impossible you can
just<00:04:24.850><c> directly</c><00:04:25.150><c> connect</c><00:04:25.420><c> with</c><00:04:25.510><c> the</c><00:04:25.570><c> things</c>

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just directly connect with the things
 

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just directly connect with the things
that<00:04:25.870><c> we</c><00:04:26.080><c> care</c><00:04:26.560><c> about</c><00:04:26.620><c> so</c><00:04:27.070><c> where</c><00:04:27.790><c> would</c><00:04:27.850><c> I</c><00:04:27.940><c> move</c>

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that we care about so where would I move
 

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that we care about so where would I move
from<00:04:28.210><c> here</c><00:04:28.420><c> one</c><00:04:28.660><c> direction</c><00:04:29.520><c> how</c><00:04:30.520><c> would</c><00:04:30.610><c> you</c>

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from here one direction how would you
 

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from here one direction how would you
sir

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sir
 

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sir
just<00:04:32.610><c> myself</c><00:04:32.850><c> and</c><00:04:33.150><c> saying</c><00:04:33.389><c> okay</c><00:04:33.930><c> with</c><00:04:34.050><c> you</c><00:04:34.729><c> and</c>

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just myself and saying okay with you and
 

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just myself and saying okay with you and
peer-to-peer<00:04:36.620><c> you</c><00:04:37.729><c> say</c><00:04:38.990><c> whatever</c><00:04:39.990><c> you</c><00:04:40.169><c> like</c>

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peer-to-peer you say whatever you like
 

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peer-to-peer you say whatever you like
to<00:04:42.620><c> our</c><00:04:43.620><c> device</c><00:04:43.979><c> and</c><00:04:44.370><c> being</c><00:04:45.180><c> able</c><00:04:45.300><c> to</c><00:04:45.419><c> talk</c>

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to our device and being able to talk
 

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to our device and being able to talk
directly<00:04:46.050><c> with</c><00:04:46.139><c> each</c><00:04:46.410><c> other</c><00:04:46.650><c> and</c><00:04:46.949><c> figuring</c>

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directly with each other and figuring
 

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directly with each other and figuring
out<00:04:49.400><c> that</c><00:04:50.400><c> having</c><00:04:50.669><c> some</c><00:04:50.940><c> utility</c><00:04:51.419><c> for</c><00:04:51.660><c> us</c>

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out that having some utility for us
 

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out that having some utility for us
what's<00:04:53.400><c> the</c><00:04:53.490><c> project</c><00:04:53.639><c> through</c><00:04:53.880><c> orientation</c>

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what's the project through orientation
 

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what's the project through orientation
and<00:04:54.720><c> coordination</c><00:04:55.580><c> through</c><00:04:56.580><c> boxes</c><00:04:57.000><c> coming</c>

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remember<00:05:00.360><c> Texas</c><00:05:01.039><c> organizers</c><00:05:02.039><c> identity</c><00:05:02.580><c> and</c>

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remember Texas organizers identity and
 

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remember Texas organizers identity and
pitch<00:05:03.629><c> me</c><00:05:03.779><c> in</c><00:05:03.840><c> Texas</c><00:05:04.069><c> audiences</c><00:05:05.069><c> for</c><00:05:05.849><c> pizza</c><00:05:06.300><c> so</c>

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pitch me in Texas audiences for pizza so
 

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pitch me in Texas audiences for pizza so
much<00:05:17.060><c> here</c><00:05:19.340><c> it's</c><00:05:20.340><c> like</c><00:05:20.490><c> BitTorrent</c><00:05:21.240><c> and</c>

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much here it's like BitTorrent and
 

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much here it's like BitTorrent and
Napster<00:05:21.779><c> but</c><00:05:22.080><c> like</c><00:05:22.370><c> next</c><00:05:23.370><c> phase</c>

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I<00:05:36.600><c> think</c><00:05:37.600><c> of</c><00:05:37.720><c> hey</c><00:05:38.290><c> Felix</c><00:05:38.860><c> I</c><00:05:39.220><c> worked</c><00:05:39.850><c> on</c><00:05:39.970><c> deputy</c>

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I think of hey Felix I worked on deputy
 

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I think of hey Felix I worked on deputy
for<00:05:40.930><c> yet</c><00:05:44.010><c> mate</c><00:05:45.010><c> Green</c><00:05:45.250><c> I</c><00:05:45.520><c> work</c><00:05:45.820><c> on</c><00:05:46.060><c> lived</c><00:05:46.570><c> to</c><00:05:46.750><c> be</c>

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for yet mate Green I work on lived to be
 

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for yet mate Green I work on lived to be
status<00:05:48.310><c> and</c>

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status and
 

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status and
beer<00:05:50.260><c> is</c><00:05:50.410><c> anything</c><00:05:51.190><c> just</c><00:05:51.400><c> sort</c><00:05:51.550><c> of</c><00:05:51.610><c> the</c>

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beer is anything just sort of the
 

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beer is anything just sort of the
centralized<00:05:52.210><c> infrastructure</c><00:05:55.680><c> and</c><00:05:56.680><c> working</c>

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centralized infrastructure and working
 

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centralized infrastructure and working
on<00:05:57.760><c> that</c><00:05:57.880><c> identity</c><00:05:58.660><c> that</c><00:05:59.620><c> IT</c><00:06:00.520><c> projects</c><00:06:00.880><c> so</c>

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research<00:06:28.180><c> per</c><00:06:28.480><c> Connie</c><00:06:28.840><c> just</c><00:06:29.800><c> exploring</c><00:06:31.290><c> no</c>

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algorithm<00:06:36.010><c> founders</c><00:06:36.670><c> of</c><00:06:36.880><c> the</c><00:06:37.000><c> context</c><00:06:37.510><c> are</c>

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algorithm founders of the context are
 

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algorithm founders of the context are
interested<00:06:38.410><c> in</c>

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interested in
 

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interested in
-<00:06:46.070><c> something</c><00:06:47.070><c> like</c><00:06:47.250><c> hope</c><00:06:47.640><c> it</c><00:06:47.790><c> was</c><00:06:47.910><c> hard</c><00:06:48.150><c> what</c>

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- something like hope it was hard what
 

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- something like hope it was hard what
for

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really

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we<00:07:07.590><c> think</c><00:07:08.590><c> software</c>

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Hey

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Gerard<00:07:17.070><c> link</c><00:07:17.340><c> that</c><00:07:17.580><c> I</c><00:07:17.640><c> have</c><00:07:17.670><c> is</c><00:07:17.910><c> a</c><00:07:17.940><c> company</c>

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Gerard link that I have is a company
 

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Gerard link that I have is a company
over<00:07:18.570><c> a</c><00:07:18.660><c> block</c><00:07:18.900><c> we</c><00:07:19.170><c> were</c><00:07:19.290><c> building</c>

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over a block we were building
 

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over a block we were building
decentralize<00:07:20.400><c> get</c><00:07:20.850><c> out</c><00:07:20.970><c> the</c><00:07:21.210><c> place</c>

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Engineering

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Engineering
 

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Engineering
[Music]

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[Music]
 

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[Music]
I<00:07:39.060><c> am</c><00:07:39.840><c> prem</c><00:07:40.080><c> KO</c><00:07:40.290><c> I'm</c><00:07:40.500><c> the</c><00:07:40.710><c> researcher</c><00:07:41.370><c> it</c><00:07:41.910><c> I'm</c>

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I am prem KO I'm the researcher it I'm
 

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I am prem KO I'm the researcher it I'm
Renko<00:07:43.680><c> I'm</c><00:07:43.860><c> a</c><00:07:43.980><c> researcher</c><00:07:44.520><c> of</c><00:07:44.550><c> zero</c><00:07:45.210><c> X</c><00:07:45.420><c> and</c>

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Renko I'm a researcher of zero X and
 

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Renko I'm a researcher of zero X and
looking<00:07:46.680><c> into</c><00:07:47.010><c> decentralized</c><00:07:48.000><c> the</c><00:07:48.210><c> chains</c>

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looking into decentralized the chains
 

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looking into decentralized the chains
and<00:07:48.840><c> nearly</c><00:07:49.110><c> beers</c><00:07:49.460><c> importance</c><00:07:50.460><c> of</c><00:07:50.580><c> Roswell's</c>

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and nearly beers importance of Roswell's
 

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and nearly beers importance of Roswell's
permissionless<00:07:51.780><c> and</c><00:07:52.290><c> inherently</c><00:07:52.890><c> Brazilian</c>

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[Music]

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I<00:08:02.770><c> am</c><00:08:03.460><c> draw</c>

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stand<00:08:06.660><c> up</c><00:08:06.990><c> so</c><00:08:07.560><c> we</c><00:08:07.680><c> can</c><00:08:07.830><c> see</c><00:08:08.010><c> you</c><00:08:08.220><c> I</c><00:08:08.430><c> have</c><00:08:09.060><c> Chuck</c>

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stand up so we can see you I have Chuck
 

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stand up so we can see you I have Chuck
I<00:08:09.800><c> stay</c><00:08:10.800><c> aside</c><00:08:11.280><c> when</c><00:08:11.820><c> you</c><00:08:11.940><c> work</c><00:08:12.090><c> on</c><00:08:12.270><c> a</c><00:08:12.540><c> small</c>

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I stay aside when you work on a small
 

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I stay aside when you work on a small
country<00:08:13.110><c> packages</c><00:08:13.740><c> but</c><00:08:14.660><c> disappear</c><00:08:15.660><c> this</c>

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country packages but disappear this
 

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country packages but disappear this
I

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[Music]

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[Music]

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so<00:08:51.230><c> they</c><00:08:51.500><c> can</c><00:08:51.860><c> accommodate</c><00:08:52.480><c> up</c>

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I'm<00:08:58.490><c> Danny</c><00:08:58.790><c> from</c><00:08:58.910><c> box</c>

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your<00:09:06.520><c> voice</c>

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by<00:09:11.860><c> researcher</c>

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stop

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I'm<00:09:24.879><c> Matt</c><00:09:25.180><c> I'm</c><00:09:25.480><c> from</c><00:09:25.809><c> pinata</c><00:09:26.290><c> to</c><00:09:26.680><c> do</c><00:09:26.829><c> idea</c>

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I'm Matt I'm from pinata to do idea
 

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I'm Matt I'm from pinata to do idea
testing<00:09:27.639><c> for</c><00:09:28.059><c> structuring</c><00:09:28.449><c> services</c><00:09:29.199><c> and</c><00:09:29.980><c> I'm</c>

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testing for structuring services and I'm
 

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testing for structuring services and I'm
here<00:09:30.490><c> to</c><00:09:31.209><c> see</c><00:09:31.389><c> kind</c><00:09:31.660><c> of</c><00:09:31.720><c> what</c><00:09:31.779><c> everybody</c><00:09:32.110><c> else</c>

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here to see kind of what everybody else
 

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here to see kind of what everybody else
is<00:09:39.839><c> here</c><00:09:40.839><c> apparently</c>

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episode<00:09:44.500><c> Megan</c><00:09:45.279><c> X</c><00:09:45.430><c> 2005</c><00:09:46.120><c> 70%</c><00:09:46.990><c> of</c><00:09:47.199><c> the</c><00:09:47.319><c> internet</c>

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episode Megan X 2005 70% of the internet
 

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episode Megan X 2005 70% of the internet
was<00:09:47.920><c> peer-to-peer</c><00:09:48.189><c> and</c><00:09:49.029><c> I</c><00:09:49.209><c> was</c><00:09:49.389><c> like</c><00:09:49.540><c> 95%</c>

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was peer-to-peer and I was like 95%
 

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was peer-to-peer and I was like 95%
centralized<00:09:51.879><c> and</c><00:09:52.209><c> obviously</c><00:09:52.800><c> something</c>

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centralized and obviously something
 

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centralized and obviously something
changed<00:09:54.160><c> narratives</c><00:09:54.639><c> are</c><00:09:54.850><c> pack</c><00:09:55.149><c> animals</c>

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[Music]

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[Music]
 

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[Music]
Michael<00:10:01.640><c> also</c><00:10:01.990><c> like</c><00:10:02.990><c> Danny</c><00:10:03.200><c> from</c><00:10:03.410><c> three</c>

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Michael also like Danny from three
 

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Michael also like Danny from three
points<00:10:03.920><c> for</c><00:10:04.100><c> economists</c><00:10:04.490><c> repeated</c><00:10:04.910><c> data</c>

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occasionally<00:10:16.880><c> some</c><00:10:17.880><c> developments</c><00:10:18.720><c> of</c><00:10:19.050><c> the</c>

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occasionally some developments of the
 

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occasionally some developments of the
different<00:10:19.950><c> body</c><00:10:20.130><c> of</c><00:10:20.279><c> the</c><00:10:20.430><c> system</c><00:10:22.430><c> yes</c><00:10:23.460><c> Chen</c>

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different body of the system yes Chen
 

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different body of the system yes Chen
security<00:10:24.570><c> must</c><00:10:25.080><c> be</c><00:10:25.290><c> interested</c><00:10:25.800><c> in</c>

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security must be interested in
 

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security must be interested in
attack<00:10:28.910><c> like</c>

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I

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[Music]

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you<00:10:50.830><c> guys</c><00:10:50.980><c> need</c>

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I'm<00:10:56.279><c> Bernardo</c><00:10:56.790><c> I</c><00:10:56.970><c> work</c><00:10:57.180><c> for</c><00:10:57.389><c> request</c><00:10:57.749><c> Network</c>

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I'm Bernardo I work for request Network
 

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I'm Bernardo I work for request Network
to<00:11:00.009><c> connect</c><00:11:00.579><c> our</c><00:11:00.759><c> notes</c><00:11:03.629><c> you</c><00:11:04.629><c> know</c><00:11:04.689><c> what</c><00:11:05.019><c> you</c>

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to connect our notes you know what you
 

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to connect our notes you know what you
both<00:11:05.410><c> up</c>

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ah<00:11:11.059><c> hi</c><00:11:12.059><c> i'm</c><00:11:12.209><c> mike</c><00:11:12.479><c> elder</c><00:11:12.719><c> i'm</c><00:11:13.229><c> from</c><00:11:13.559><c> protocol</c>

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ah hi i'm mike elder i'm from protocol
 

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ah hi i'm mike elder i'm from protocol
labs<00:11:14.489><c> I</c><00:11:14.699><c> work</c><00:11:14.879><c> on</c><00:11:15.029><c> the</c><00:11:15.149><c> LinkedIn</c><00:11:15.479><c> in</c><00:11:15.719><c> project</c>

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labs I work on the LinkedIn in project
 

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labs I work on the LinkedIn in project
and<00:11:16.619><c> for</c><00:11:17.369><c> me</c><00:11:17.489><c> peer</c><00:11:17.699><c> to</c><00:11:17.819><c> peer</c><00:11:17.999><c> is</c><00:11:18.119><c> about</c>

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and for me peer to peer is about
 

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and for me peer to peer is about
eliminating<00:11:19.709><c> centralized</c><00:11:20.669><c> control</c><00:11:21.119><c> points</c>

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eliminating centralized control points
 

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eliminating centralized control points
in<00:11:21.809><c> network</c><00:11:22.469><c> so</c><00:11:22.739><c> that</c><00:11:22.769><c> you</c><00:11:23.039><c> have</c><00:11:23.219><c> no</c><00:11:24.089><c> single</c>

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in network so that you have no single
 

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in network so that you have no single
theories<00:11:24.779><c> more</c><00:11:24.989><c> powerful</c><00:11:26.419><c> by</c><00:11:27.419><c> the</c><00:11:27.449><c> way</c><00:11:27.599><c> we</c>

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theories more powerful by the way we
 

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theories more powerful by the way we
miss<00:11:32.839><c> you</c><00:11:33.839><c> guys</c><00:11:33.959><c> what</c><00:11:34.199><c> I</c><00:11:34.229><c> think</c><00:11:34.499><c> I</c><00:11:34.529><c> want</c><00:11:34.709><c> of</c>

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miss you guys what I think I want of
 

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miss you guys what I think I want of
course<00:11:36.089><c> is</c><00:11:36.239><c> just</c><00:11:36.329><c> basically</c><00:11:36.719><c> an</c><00:11:36.839><c> introduction</c>

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course is just basically an introduction
 

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course is just basically an introduction
and<00:11:37.409><c> also</c><00:11:37.499><c> like</c><00:11:37.889><c> what</c><00:11:38.519><c> I'm</c><00:11:38.939><c> interested</c><00:11:39.149><c> in</c>

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and also like what I'm interested in
 

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and also like what I'm interested in
what<00:11:39.719><c> is</c><00:11:40.879><c> so</c>

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oh<00:11:45.020><c> hi</c><00:11:45.529><c> Molly</c><00:11:45.890><c> I</c><00:11:46.040><c> work</c><00:11:46.250><c> on</c><00:11:46.339><c> my</c><00:11:46.459><c> peoples</c><00:11:46.790><c> project</c>

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oh hi Molly I work on my peoples project
 

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oh hi Molly I work on my peoples project
man<00:11:47.470><c> each</c><00:11:48.470><c> key</c><00:11:48.920><c> to</c><00:11:49.310><c> me</c><00:11:49.520><c> is</c><00:11:49.790><c> about</c><00:11:50.630><c> making</c><00:11:51.440><c> a</c>

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man each key to me is about making a
 

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man each key to me is about making a
more<00:11:51.860><c> resilient</c><00:11:52.459><c> network</c><00:11:53.120><c> that</c><00:11:53.420><c> was</c><00:11:53.480><c> not</c>

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more resilient network that was not
 

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more resilient network that was not
connected<00:11:54.140><c> through</c><00:11:54.320><c> so</c><00:11:54.740><c> that</c><00:11:54.920><c> no</c><00:11:55.760><c> matter</c>

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connected through so that no matter
 

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connected through so that no matter
where<00:11:56.209><c> we</c><00:11:56.240><c> are</c><00:11:56.420><c> or</c><00:11:56.570><c> how</c><00:11:57.020><c> many</c><00:11:57.200><c> people</c><00:11:57.560><c> get</c>

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where we are or how many people get
 

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where we are or how many people get
together<00:11:57.830><c> we</c><00:11:58.250><c> can</c><00:11:58.430><c> still</c><00:11:58.730><c> make</c><00:11:59.060><c> use</c><00:11:59.209><c> of</c><00:11:59.240><c> the</c>

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together we can still make use of the
 

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together we can still make use of the
tools<00:11:59.630><c> we</c><00:11:59.959><c> really</c><00:12:00.320><c> care</c><00:12:00.500><c> about</c>

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tools we really care about
 

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tools we really care about
[Music]

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[Music]
 

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[Music]
hey<00:12:04.010><c> Brian</c><00:12:04.310><c> so</c><00:12:04.790><c> tell</c><00:12:05.029><c> us</c><00:12:05.060><c> who</c><00:12:05.300><c> you</c><00:12:05.420><c> are</c><00:12:05.450><c> what</c>

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hey Brian so tell us who you are what
 

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hey Brian so tell us who you are what
will<00:12:06.260><c> teach</c><00:12:06.470><c> me</c><00:12:10.330><c> sorry</c><00:12:11.620><c> said</c><00:12:12.620><c> again</c><00:12:15.070><c> and</c><00:12:16.070><c> won't</c>

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will teach me sorry said again and won't
 

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will teach me sorry said again and won't
be<00:12:16.700><c> the</c><00:12:16.790><c> B's</c><00:12:16.970><c> dude</c>

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hi<00:12:29.160><c> I'm</c><00:12:29.370><c> Eric</c><00:12:34.250><c> maybe</c><00:12:35.250><c> have</c><00:12:35.430><c> useful</c><00:12:35.640><c> definition</c>

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hi I'm Eric maybe have useful definition
 

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hi I'm Eric maybe have useful definition
because<00:12:36.420><c> I'm</c><00:12:36.540><c> worried</c><00:12:36.750><c> about</c>

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because I'm worried about
 

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because I'm worried about
data<00:12:37.889><c> structures</c><00:12:38.220><c> that</c><00:12:38.670><c> playing</c><00:12:39.029><c> welcome</c><00:12:39.269><c> to</c>

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data structures that playing welcome to
 

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data structures that playing welcome to
networking<00:12:41.180><c> y'all</c><00:12:41.750><c> can</c><00:12:41.990><c> figure</c><00:12:42.140><c> out</c>

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all<00:12:48.070><c> right</c><00:12:48.390><c> she's</c><00:12:49.390><c> just</c><00:12:49.420><c> hiding</c><00:12:49.870><c> and</c><00:12:50.350><c> it's</c>

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all right she's just hiding and it's
 

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all right she's just hiding and it's
fair<00:12:51.040><c> enough</c><00:12:51.280><c> I'm</c><00:12:51.970><c> merging</c><00:12:52.450><c> us</c><00:12:52.660><c> with</c><00:12:52.810><c> Hispanic</c>

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fair enough I'm merging us with Hispanic
 

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fair enough I'm merging us with Hispanic
labs<00:12:53.440><c> and</c><00:12:54.360><c> p2p</c><00:12:55.360><c> well</c><00:12:56.080><c> there's</c><00:12:57.070><c> something</c><00:12:57.340><c> that</c>

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labs and p2p well there's something that
 

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labs and p2p well there's something that
shouldn't<00:12:57.670><c> be</c><00:12:57.730><c> anyone</c>

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hello<00:13:04.430><c> I'm</c><00:13:04.700><c> happy</c><00:13:05.180><c> home</c><00:13:05.420><c> by</c><00:13:06.170><c> working</c><00:13:06.770><c> on</c>

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hello I'm happy home by working on
 

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hello I'm happy home by working on
company<00:13:07.910><c> Network</c><00:13:08.510><c> Japan</c><00:13:08.870><c> and</c><00:13:09.290><c> my</c><00:13:09.740><c> develop</c>

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company Network Japan and my develop
 

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company Network Japan and my develop
software<00:13:11.060><c> for</c><00:13:11.180><c> Andrew</c><00:13:11.810><c> artists</c><00:13:12.170><c> using</c>

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software for Andrew artists using
 

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software for Andrew artists using
distributed<00:13:15.130><c> ledger</c><00:13:16.130><c> system</c><00:13:16.520><c> and</c><00:13:17.890><c> interfere</c>

00:13:18.910 --> 00:13:18.920 align:start position:0%
distributed ledger system and interfere
 

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distributed ledger system and interfere
I<00:13:19.070><c> like</c><00:13:19.370><c> interfere</c>

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I like interfere
 

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I like interfere
girls<00:13:21.170><c> get</c><00:13:21.800><c> beer</c><00:13:22.040><c> system</c><00:13:22.220><c> is</c><00:13:22.580><c> more</c><00:13:23.350><c> natural</c>

00:13:24.340 --> 00:13:24.350 align:start position:0%
girls get beer system is more natural
 

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girls get beer system is more natural
for<00:13:24.770><c> me</c><00:13:24.910><c> thank</c><00:13:25.910><c> you</c><00:13:27.250><c> and</c><00:13:28.510><c> when</c><00:13:29.510><c> intercept</c><00:13:29.990><c> I</c>

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for me thank you and when intercept I
 

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for me thank you and when intercept I
work<00:13:30.980><c> on</c><00:13:31.190><c> cell</c>

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[Music]

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it's<00:13:40.660><c> best</c><00:13:40.899><c> that</c><00:13:40.959><c> I</c><00:13:41.350><c> work</c><00:13:41.740><c> in</c>

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[Music]

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[Music]
 

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[Music]
taras<00:14:03.510><c> broidy's</c><00:14:03.690><c> Matthew</c><00:14:04.290><c> life's</c><00:14:04.530><c> working</c><00:14:05.130><c> am</c>

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taras broidy's Matthew life's working am
 

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taras broidy's Matthew life's working am
using<00:14:05.460><c> a</c><00:14:05.910><c> new</c><00:14:06.510><c> party</c><00:14:07.050><c> to</c><00:14:07.230><c> client</c><00:14:07.680><c> and</c>

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and<00:14:10.610><c> occasion</c><00:14:11.610><c> for</c><00:14:11.940><c> each</c><00:14:12.120><c> other</c><00:14:12.300><c> with</c><00:14:12.600><c> all</c>

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and occasion for each other with all
 

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and occasion for each other with all
essential<00:14:13.260><c> ice</c>

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I'm<00:14:19.209><c> Abby</c><00:14:19.630><c> I</c><00:14:19.930><c> worked</c><00:14:20.230><c> with</c><00:14:20.470><c> radical</c><00:14:21.160><c> and</c><00:14:21.370><c> iOS</c>

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I'm Abby I worked with radical and iOS
 

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I'm Abby I worked with radical and iOS
Queen<00:14:21.940><c> which</c><00:14:22.180><c> are</c><00:14:22.360><c> both</c><00:14:23.290><c> building</c><00:14:24.300><c> such</c>

00:14:25.290 --> 00:14:25.300 align:start position:0%
Queen which are both building such
 

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Queen which are both building such
alliance<00:14:25.750><c> alternative</c><00:14:26.290><c> to</c><00:14:26.410><c> get</c><00:14:26.880><c> here</c><00:14:27.880><c> to</c><00:14:27.970><c> here</c>

00:14:28.170 --> 00:14:28.180 align:start position:0%
alliance alternative to get here to here
 

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alliance alternative to get here to here
at<00:14:28.300><c> code</c><00:14:28.600><c> collaboration</c><00:14:29.579><c> and</c><00:14:30.579><c> not</c><00:14:31.300><c> say</c><00:14:31.779><c> no</c><00:14:31.990><c> to</c>

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the<00:14:34.960><c> deep</c><00:14:35.140><c> platform</c><00:14:35.760><c> and</c>

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the deep platform and
 

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the deep platform and
[Music]

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[Music]
 

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[Music]
I'm<00:14:39.610><c> Dean</c><00:14:39.910><c> I'm</c><00:14:40.330><c> a</c><00:14:40.360><c> researcher</c><00:14:41.080><c> I</c><00:14:41.890><c> think</c><00:14:42.670><c> PP</c><00:14:43.000><c> is</c>

00:14:43.080 --> 00:14:43.090 align:start position:0%
I'm Dean I'm a researcher I think PP is
 

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I'm Dean I'm a researcher I think PP is
about<00:14:43.300><c> creating</c><00:14:43.660><c> more</c><00:14:43.780><c> accessible</c><00:14:44.350><c> networks</c>

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about creating more accessible networks
 

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about creating more accessible networks
and<00:14:45.160><c> so</c><00:14:45.430><c> that's</c><00:14:45.640><c> what</c><00:14:46.000><c> I</c><00:14:46.240><c> mainly</c>

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and so that's what I mainly
 

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and so that's what I mainly
it<00:14:48.420><c> easy</c><00:14:48.689><c> to</c><00:14:48.959><c> use</c><00:14:49.139><c> more</c><00:14:49.559><c> accessible</c>

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good<00:14:53.880><c> morning</c><00:14:54.150><c> everyone</c><00:14:54.450><c> I'm</c><00:14:55.140><c> our</c><00:14:55.440><c> own</c>

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good morning everyone I'm our own
 

00:14:55.940 --> 00:15:01.960 align:start position:0%
good morning everyone I'm our own
project<00:14:56.940><c> two</c><00:14:57.030><c> technologies</c><00:14:57.600><c> so</c><00:14:58.080><c> BtoB</c><00:14:59.040><c> us</c>

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community<00:15:03.320><c> communications</c><00:15:04.320><c> and</c><00:15:04.920><c> they</c><00:15:05.070><c> try</c><00:15:05.790><c> to</c>

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community communications and they try to
 

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community communications and they try to
concentrate<00:15:06.330><c> and</c><00:15:06.630><c> explore</c><00:15:07.050><c> more</c><00:15:07.290><c> about</c><00:15:07.350><c> how</c>

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concentrate and explore more about how
 

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concentrate and explore more about how
data<00:15:08.190><c> can</c><00:15:08.370><c> be</c><00:15:09.710><c> saved</c><00:15:10.710><c> forever</c><00:15:11.480><c> without</c><00:15:12.480><c> loss</c>

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[Music]

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[Music]
 

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[Music]
the<00:15:18.440><c> box</c>

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the box
 

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the box
for<00:15:20.529><c> me</c><00:15:21.459><c> TV</c><00:15:23.220><c> committee</c><00:15:24.220><c> to</c><00:15:24.339><c> be</c><00:15:24.520><c> is</c><00:15:24.580><c> a</c><00:15:24.990><c> waterway</c>

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for me TV committee to be is a waterway
 

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for me TV committee to be is a waterway
identity<00:15:27.810><c> identity</c><00:15:28.810><c> you</c><00:15:29.709><c> know</c><00:15:29.800><c> the</c><00:15:30.670><c> freedom</c>

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identity identity you know the freedom
 

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identity identity you know the freedom
from<00:15:32.110><c> our</c><00:15:32.380><c> eyes</c>

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from our eyes
 

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from our eyes
[Music]

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[Music]
 

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[Music]
hi<00:15:37.910><c> everybody</c><00:15:38.270><c> name</c><00:15:38.900><c> is</c><00:15:38.990><c> Antoine</c><00:15:39.380><c> from</c><00:15:39.620><c> wet</c>

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hi everybody name is Antoine from wet
 

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hi everybody name is Antoine from wet
look<00:15:39.950><c> I</c><00:15:40.610><c> talk</c><00:15:41.450><c> to</c><00:15:41.570><c> look</c><00:15:41.690><c> at</c><00:15:41.810><c> the</c><00:15:41.870><c> bug</c><00:15:42.020><c> go</c><00:15:42.200><c> to</c>

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look I talk to look at the bug go to
 

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look I talk to look at the bug go to
this<00:15:42.530><c> point</c><00:15:42.710><c> so</c><00:15:43.840><c> me</c><00:15:44.840><c> because</c><00:15:45.260><c> period</c><00:15:45.710><c> the</c>

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this point so me because period the
 

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this point so me because period the
future<00:15:46.720><c> specifications</c><00:15:47.720><c> now</c><00:15:47.900><c> rules</c><00:15:48.680><c> away</c><00:15:50.830><c> so</c>

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future specifications now rules away so
 

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future specifications now rules away so
willing<00:15:52.130><c> to</c><00:15:52.160><c> see</c><00:15:52.370><c> more</c><00:15:52.520><c> more</c><00:15:52.730><c> that</c><00:15:53.080><c> we</c>

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willing to see more more that we
 

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willing to see more more that we
specialize<00:15:54.530><c> in</c><00:15:54.560><c> testing</c><00:15:55.310><c> those</c><00:15:55.460><c> things</c><00:15:55.700><c> and</c>

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specialize in testing those things and
 

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specialize in testing those things and
bringing<00:15:56.060><c> them</c><00:15:56.180><c> as</c><00:15:56.420><c> much</c><00:15:56.570><c> as</c><00:15:56.720><c> possible</c>

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bringing them as much as possible
 

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bringing them as much as possible
[Music]

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[Music]
 

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[Music]
I'm<00:16:01.589><c> Renee</c><00:16:01.860><c> and</c><00:16:02.010><c> we'll</c><00:16:02.220><c> solve</c><00:16:02.430><c> o'clock</c><00:16:02.930><c> I'm</c>

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I'm Renee and we'll solve o'clock I'm
 

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I'm Renee and we'll solve o'clock I'm
here<00:16:04.200><c> because</c>

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here because
 

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here because
networking<00:16:05.100><c> touches</c><00:16:05.459><c> our</c><00:16:05.610><c> program</c><00:16:06.000><c> work</c>

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I<00:16:10.100><c> work</c><00:16:10.640><c> with</c><00:16:10.850><c> that</c><00:16:11.089><c> wire</c><00:16:11.360><c> line</c><00:16:11.570><c> and</c><00:16:12.529><c> I</c><00:16:12.649><c> like</c><00:16:12.830><c> a</c>

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I work with that wire line and I like a
 

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I work with that wire line and I like a
PCP<00:16:13.190><c> because</c><00:16:13.550><c> of</c><00:16:13.640><c> its</c><00:16:13.790><c> permissionless</c><00:16:14.330><c> nature</c>

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PCP because of its permissionless nature
 

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PCP because of its permissionless nature
okay<00:16:18.040><c> everyone</c><00:16:19.040><c> my</c><00:16:19.490><c> name</c><00:16:19.610><c> is</c><00:16:19.670><c> Matthew</c><00:16:19.970><c> slipper</c>

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okay everyone my name is Matthew slipper
 

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okay everyone my name is Matthew slipper
I<00:16:20.450><c> founded</c><00:16:20.810><c> a</c><00:16:20.899><c> company</c><00:16:21.020><c> called</c><00:16:21.260><c> kyojin</c><00:16:22.130><c> and</c><00:16:22.279><c> we</c>

00:16:23.079 --> 00:16:23.089 align:start position:0%
I founded a company called kyojin and we
 

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I founded a company called kyojin and we
help<00:16:23.300><c> other</c><00:16:23.660><c> companies</c><00:16:23.899><c> build</c><00:16:24.350><c> protocols</c><00:16:24.800><c> and</c>

00:16:24.970 --> 00:16:24.980 align:start position:0%
help other companies build protocols and
 

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help other companies build protocols and
apps<00:16:25.130><c> and</c><00:16:25.399><c> I</c><00:16:26.360><c> think</c><00:16:26.899><c> that's</c><00:16:27.140><c> this</c><00:16:27.320><c> is</c><00:16:27.860><c> the</c><00:16:28.010><c> fear</c>

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apps and I think that's this is the fear
 

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apps and I think that's this is the fear
that<00:16:29.089><c> I</c><00:16:29.270><c> was</c><00:16:29.360><c> thinking</c><00:16:29.480><c> about</c><00:16:29.660><c> it</c><00:16:29.959><c> see</c>

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that I was thinking about it see
 

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that I was thinking about it see
peer-to-peer<00:16:30.709><c> is</c><00:16:30.950><c> important</c><00:16:31.339><c> because</c><00:16:31.430><c> it's</c>

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peer-to-peer is important because it's
 

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peer-to-peer is important because it's
the<00:16:31.790><c> substrate</c><00:16:32.420><c> that</c><00:16:32.750><c> allows</c><00:16:33.020><c> you</c><00:16:33.230><c> to</c><00:16:33.320><c> build</c><00:16:33.470><c> a</c>

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the substrate that allows you to build a
 

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the substrate that allows you to build a
credibly<00:16:33.980><c> decentralized</c><00:16:34.550><c> applications</c><00:16:34.730><c> you</c>

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credibly decentralized applications you
 

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credibly decentralized applications you
can't<00:16:35.810><c> have</c><00:16:35.930><c> one</c><00:16:36.080><c> without</c><00:16:36.170><c> the</c><00:16:36.350><c> other</c><00:16:36.470><c> and</c>

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can't have one without the other and
 

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can't have one without the other and
here<00:16:37.310><c> we</c><00:16:37.370><c> are</c><00:16:37.399><c> to</c><00:16:37.580><c> build</c><00:16:37.730><c> a</c><00:16:37.880><c> great</c><00:16:38.089><c> foundation</c>

00:16:41.910 --> 00:16:41.920 align:start position:0%
 
 

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joon-ha

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joon-ha
 

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joon-ha
yeah<00:16:43.459><c> I'm</c><00:16:43.670><c> Julian</c><00:16:44.600><c> I</c><00:16:45.970><c> think</c><00:16:46.970><c> open</c><00:16:47.330><c> foundation</c>

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yeah I'm Julian I think open foundation
 

00:16:47.990 --> 00:16:53.560 align:start position:0%
yeah I'm Julian I think open foundation
and<00:16:48.920><c> I</c><00:16:49.839><c> think</c><00:16:50.839><c> that</c><00:16:51.020><c> for</c><00:16:51.649><c> me</c><00:16:51.800><c> p2p</c><00:16:52.279><c> is</c><00:16:52.910><c> important</c>

00:16:53.560 --> 00:16:53.570 align:start position:0%
and I think that for me p2p is important
 

00:16:53.570 --> 00:16:56.400 align:start position:0%
and I think that for me p2p is important
because<00:16:53.750><c> that's</c><00:16:54.230><c> something</c><00:16:54.649><c> that</c><00:16:55.279><c> enables</c>

00:16:56.400 --> 00:16:56.410 align:start position:0%
because that's something that enables
 

00:16:56.410 --> 00:16:59.829 align:start position:0%
because that's something that enables
emergence<00:16:57.410><c> of</c><00:16:57.709><c> complex</c><00:16:58.399><c> systems</c><00:16:59.209><c> in</c><00:16:59.779><c> a</c>

00:16:59.829 --> 00:16:59.839 align:start position:0%
emergence of complex systems in a
 

00:16:59.839 --> 00:17:05.590 align:start position:0%
emergence of complex systems in a
bottom-up<00:17:00.700><c> way</c><00:17:03.010><c> exponential</c><00:17:04.010><c> way</c><00:17:04.510><c> with</c><00:17:05.510><c> the</c>

00:17:05.590 --> 00:17:05.600 align:start position:0%
bottom-up way exponential way with the
 

00:17:05.600 --> 00:17:09.850 align:start position:0%
bottom-up way exponential way with the
explanation<00:17:06.020><c> of</c><00:17:06.050><c> growth</c><00:17:08.500><c> hi</c><00:17:09.500><c> I'm</c><00:17:09.650><c> rich</c>

00:17:09.850 --> 00:17:09.860 align:start position:0%
explanation of growth hi I'm rich
 

00:17:09.860 --> 00:17:12.400 align:start position:0%
explanation of growth hi I'm rich
burdened<00:17:10.490><c> I</c><00:17:10.579><c> work</c><00:17:10.790><c> for</c><00:17:11.059><c> a</c><00:17:11.089><c> while</c><00:17:11.300><c> ein</c><00:17:11.569><c> I'm</c>

00:17:12.400 --> 00:17:12.410 align:start position:0%
burdened I work for a while ein I'm
 

00:17:12.410 --> 00:17:14.590 align:start position:0%
burdened I work for a while ein I'm
interested<00:17:12.860><c> in</c><00:17:12.920><c> p2p</c><00:17:13.459><c> because</c><00:17:13.910><c> the</c><00:17:14.240><c> internet</c>

00:17:14.590 --> 00:17:14.600 align:start position:0%
interested in p2p because the internet
 

00:17:14.600 --> 00:17:17.199 align:start position:0%
interested in p2p because the internet
was<00:17:14.630><c> originally</c><00:17:15.110><c> designed</c><00:17:15.260><c> to</c><00:17:15.589><c> be</c><00:17:16.280><c> tolerant</c>

00:17:17.199 --> 00:17:17.209 align:start position:0%
was originally designed to be tolerant
 

00:17:17.209 --> 00:17:20.290 align:start position:0%
was originally designed to be tolerant
to<00:17:17.480><c> a</c><00:17:17.510><c> catastrophic</c><00:17:18.459><c> nuclear</c><00:17:19.459><c> attack</c><00:17:19.970><c> and</c>

00:17:20.290 --> 00:17:20.300 align:start position:0%
to a catastrophic nuclear attack and
 

00:17:20.300 --> 00:17:22.329 align:start position:0%
to a catastrophic nuclear attack and
still<00:17:20.540><c> operate</c><00:17:21.020><c> I</c><00:17:21.290><c> think</c><00:17:21.829><c> we</c><00:17:21.920><c> still</c><00:17:22.100><c> have</c><00:17:22.160><c> some</c>

00:17:22.329 --> 00:17:22.339 align:start position:0%
still operate I think we still have some
 

00:17:22.339 --> 00:17:25.210 align:start position:0%
still operate I think we still have some
extent<00:17:22.880><c> existential</c><00:17:23.630><c> risks</c><00:17:24.050><c> today</c><00:17:24.410><c> that</c><00:17:25.100><c> we</c>

00:17:25.210 --> 00:17:25.220 align:start position:0%
extent existential risks today that we
 

00:17:25.220 --> 00:17:27.309 align:start position:0%
extent existential risks today that we
need<00:17:25.339><c> to</c><00:17:25.459><c> guard</c><00:17:25.640><c> against</c><00:17:26.179><c> and</c><00:17:26.360><c> I</c><00:17:26.420><c> think</c><00:17:26.660><c> Peter</c>

00:17:27.309 --> 00:17:27.319 align:start position:0%
need to guard against and I think Peter
 

00:17:27.319 --> 00:17:29.020 align:start position:0%
need to guard against and I think Peter
B<00:17:27.500><c> is</c><00:17:27.679><c> a</c><00:17:27.709><c> way</c><00:17:28.100><c> of</c><00:17:28.220><c> getting</c><00:17:28.490><c> back</c><00:17:28.520><c> to</c><00:17:28.940><c> the</c>

00:17:29.020 --> 00:17:29.030 align:start position:0%
B is a way of getting back to the
 

00:17:29.030 --> 00:17:33.430 align:start position:0%
B is a way of getting back to the
original<00:17:29.059><c> origins</c><00:17:29.900><c> of</c><00:17:30.110><c> the</c><00:17:30.230><c> Internet</c>

00:17:33.430 --> 00:17:33.440 align:start position:0%
 
 

00:17:33.440 --> 00:17:37.100 align:start position:0%
 
hi<00:17:34.440><c> I'm</c><00:17:34.860><c> Ashwin</c><00:17:35.159><c> work</c><00:17:35.639><c> for</c><00:17:35.820><c> wireline</c><00:17:36.179><c> and</c><00:17:36.389><c> for</c>

00:17:37.100 --> 00:17:37.110 align:start position:0%
hi I'm Ashwin work for wireline and for
 

00:17:37.110 --> 00:17:38.869 align:start position:0%
hi I'm Ashwin work for wireline and for
me<00:17:37.230><c> we</c><00:17:37.440><c> do</c><00:17:37.559><c> be</c><00:17:37.710><c> is</c><00:17:37.860><c> about</c><00:17:38.070><c> sort</c><00:17:38.340><c> of</c><00:17:38.399><c> replicating</c>

00:17:38.869 --> 00:17:38.879 align:start position:0%
me we do be is about sort of replicating
 

00:17:38.879 --> 00:17:40.070 align:start position:0%
me we do be is about sort of replicating
what<00:17:39.090><c> happens</c><00:17:39.360><c> in</c><00:17:39.480><c> the</c><00:17:39.539><c> real</c><00:17:39.659><c> world</c>

00:17:40.070 --> 00:17:40.080 align:start position:0%
what happens in the real world
 

00:17:40.080 --> 00:17:41.899 align:start position:0%
what happens in the real world
just<00:17:40.230><c> taking</c><00:17:40.500><c> it</c><00:17:40.590><c> online</c><00:17:40.740><c> all</c><00:17:41.070><c> your</c><00:17:41.399><c> kudos</c><00:17:41.789><c> all</c>

00:17:41.899 --> 00:17:41.909 align:start position:0%
just taking it online all your kudos all
 

00:17:41.909 --> 00:17:43.070 align:start position:0%
just taking it online all your kudos all
your<00:17:42.059><c> connections</c><00:17:42.269><c> in</c><00:17:42.600><c> the</c><00:17:42.690><c> real</c><00:17:42.840><c> world</c>

00:17:43.070 --> 00:17:43.080 align:start position:0%
your connections in the real world
 

00:17:43.080 --> 00:17:44.840 align:start position:0%
your connections in the real world
thinking<00:17:43.710><c> them</c><00:17:43.919><c> online</c><00:17:44.039><c> and</c><00:17:44.279><c> just</c><00:17:44.549><c> dealing</c>

00:17:44.840 --> 00:17:44.850 align:start position:0%
thinking them online and just dealing
 

00:17:44.850 --> 00:17:48.220 align:start position:0%
thinking them online and just dealing
with<00:17:44.970><c> you</c><00:17:45.240><c> know</c><00:17:45.299><c> people</c><00:17:45.899><c> directly</c><00:17:46.279><c> thank</c><00:17:47.279><c> you</c>

00:17:48.220 --> 00:17:48.230 align:start position:0%
with you know people directly thank you
 

00:17:48.230 --> 00:17:52.730 align:start position:0%
with you know people directly thank you
hi<00:17:49.230><c> Manuel</c><00:17:50.129><c> and</c><00:17:50.850><c> I'm</c><00:17:51.750><c> basically</c><00:17:52.139><c> working</c><00:17:52.350><c> on</c><00:17:52.649><c> a</c>

00:17:52.730 --> 00:17:52.740 align:start position:0%
hi Manuel and I'm basically working on a
 

00:17:52.740 --> 00:17:54.980 align:start position:0%
hi Manuel and I'm basically working on a
collective<00:17:53.279><c> venture</c><00:17:53.610><c> builder</c><00:17:54.000><c> so</c><00:17:54.720><c> we're</c>

00:17:54.980 --> 00:17:54.990 align:start position:0%
collective venture builder so we're
 

00:17:54.990 --> 00:17:58.129 align:start position:0%
collective venture builder so we're
trying<00:17:55.259><c> to</c><00:17:55.620><c> be</c><00:17:56.580><c> like</c><00:17:56.820><c> rocket</c><00:17:57.480><c> internet</c><00:17:57.750><c> but</c>

00:17:58.129 --> 00:17:58.139 align:start position:0%
trying to be like rocket internet but
 

00:17:58.139 --> 00:18:00.289 align:start position:0%
trying to be like rocket internet but
with<00:17:58.799><c> peers</c><00:17:59.100><c> that</c><00:17:59.279><c> are</c><00:17:59.399><c> building</c><00:17:59.759><c> stuff</c><00:18:00.029><c> and</c>

00:18:00.289 --> 00:18:00.299 align:start position:0%
with peers that are building stuff and
 

00:18:00.299 --> 00:18:03.519 align:start position:0%
with peers that are building stuff and
not<00:18:01.110><c> only</c><00:18:01.230><c> developers</c><00:18:02.190><c> but</c><00:18:02.370><c> also</c><00:18:02.490><c> my</c><00:18:02.879><c> tears</c>

00:18:03.519 --> 00:18:03.529 align:start position:0%
not only developers but also my tears
 

00:18:03.529 --> 00:18:07.789 align:start position:0%
not only developers but also my tears
operations<00:18:04.529><c> guys</c><00:18:04.830><c> finance</c><00:18:05.789><c> financial</c><00:18:06.799><c> help</c>

00:18:07.789 --> 00:18:07.799 align:start position:0%
operations guys finance financial help
 

00:18:07.799 --> 00:18:10.159 align:start position:0%
operations guys finance financial help
that<00:18:07.860><c> any</c><00:18:08.309><c> project</c><00:18:08.610><c> needs</c><00:18:08.940><c> and</c><00:18:09.210><c> we</c><00:18:09.990><c> just</c>

00:18:10.159 --> 00:18:10.169 align:start position:0%
that any project needs and we just
 

00:18:10.169 --> 00:18:12.200 align:start position:0%
that any project needs and we just
connect<00:18:10.440><c> all</c><00:18:10.590><c> these</c><00:18:10.679><c> tools</c><00:18:10.919><c> and</c><00:18:11.190><c> bring</c><00:18:11.429><c> people</c>

00:18:12.200 --> 00:18:12.210 align:start position:0%
connect all these tools and bring people
 

00:18:12.210 --> 00:18:14.360 align:start position:0%
connect all these tools and bring people
together<00:18:12.620><c> what</c><00:18:13.620><c> we</c><00:18:13.769><c> do</c><00:18:13.830><c> we</c><00:18:13.950><c> do</c>

00:18:14.360 --> 00:18:14.370 align:start position:0%
together what we do we do
 

00:18:14.370 --> 00:18:19.190 align:start position:0%
together what we do we do
well<00:18:15.980><c> something</c><00:18:16.980><c> April's</c><00:18:17.370><c> us</c><00:18:17.549><c> to</c><00:18:18.049><c> work</c><00:18:19.049><c> with</c>

00:18:19.190 --> 00:18:19.200 align:start position:0%
well something April's us to work with
 

00:18:19.200 --> 00:18:26.360 align:start position:0%
well something April's us to work with
that<00:18:19.409><c> somewhere</c><00:18:20.070><c> in</c><00:18:20.159><c> the</c><00:18:20.250><c> middle</c>

00:18:26.360 --> 00:18:26.370 align:start position:0%
 
 

00:18:26.370 --> 00:18:29.250 align:start position:0%
 
yes<00:18:27.780><c> who</c><00:18:28.780><c> are</c><00:18:28.900><c> you</c>

00:18:29.250 --> 00:18:29.260 align:start position:0%
yes who are you
 

00:18:29.260 --> 00:18:33.800 align:start position:0%
yes who are you
oh<00:18:29.290><c> hello</c><00:18:30.130><c> why</c><00:18:30.280><c> do</c><00:18:30.340><c> you</c><00:18:30.460><c> do</c><00:18:30.640><c> this</c>

00:18:33.800 --> 00:18:33.810 align:start position:0%
 
 

00:18:33.810 --> 00:18:39.060 align:start position:0%
 
hi<00:18:34.810><c> I'm</c><00:18:34.930><c> Frankie</c><00:18:35.380><c> I</c><00:18:35.590><c> work</c><00:18:36.340><c> on</c><00:18:36.520><c> madam</c><00:18:36.760><c> ask</c><00:18:38.070><c> what</c>

00:18:39.060 --> 00:18:39.070 align:start position:0%
hi I'm Frankie I work on madam ask what
 

00:18:39.070 --> 00:18:40.410 align:start position:0%
hi I'm Frankie I work on madam ask what
what<00:18:39.520><c> was</c><00:18:39.640><c> the</c><00:18:39.670><c> question</c><00:18:39.970><c> what</c><00:18:40.330><c> is</c>

00:18:40.410 --> 00:18:40.420 align:start position:0%
what was the question what is
 

00:18:40.420 --> 00:18:45.330 align:start position:0%
what was the question what is
peer-to-peer<00:18:40.600><c> to</c><00:18:40.900><c> me</c><00:18:41.020><c> yeah</c><00:18:43.860><c> I'm</c><00:18:44.860><c> just</c><00:18:45.040><c> here</c><00:18:45.190><c> to</c>

00:18:45.330 --> 00:18:45.340 align:start position:0%
peer-to-peer to me yeah I'm just here to
 

00:18:45.340 --> 00:18:48.160 align:start position:0%
peer-to-peer to me yeah I'm just here to
help<00:18:45.430><c> everyone</c><00:18:45.940><c> out</c><00:18:46.000><c> you</c><00:18:46.390><c> know</c>

00:18:48.160 --> 00:18:48.170 align:start position:0%
help everyone out you know
 

00:18:48.170 --> 00:19:04.630 align:start position:0%
help everyone out you know
[Music]

00:19:04.630 --> 00:19:04.640 align:start position:0%
 
 

00:19:04.640 --> 00:19:07.910 align:start position:0%
 
so<00:19:05.640><c> I</c><00:19:06.059><c> think</c><00:19:06.600><c> that's</c><00:19:06.720><c> about</c><00:19:06.840><c> as</c><00:19:07.260><c> good</c><00:19:07.470><c> of</c><00:19:07.800><c> an</c>

00:19:07.910 --> 00:19:07.920 align:start position:0%
so I think that's about as good of an
 

00:19:07.920 --> 00:19:09.560 align:start position:0%
so I think that's about as good of an
interim<00:19:08.340><c> generally</c><00:19:08.700><c> speaking</c><00:19:08.970><c> it</c><00:19:09.270><c> appears</c>

00:19:09.560 --> 00:19:09.570 align:start position:0%
interim generally speaking it appears
 

00:19:09.570 --> 00:19:11.120 align:start position:0%
interim generally speaking it appears
one<00:19:09.720><c> can</c><00:19:09.870><c> hope</c><00:19:09.990><c> to</c><00:19:10.110><c> give</c><00:19:10.260><c> because</c><00:19:10.440><c> this</c><00:19:10.710><c> covers</c>

00:19:11.120 --> 00:19:11.130 align:start position:0%
one can hope to give because this covers
 

00:19:11.130 --> 00:19:16.370 align:start position:0%
one can hope to give because this covers
the<00:19:11.520><c> philosophical</c><00:19:12.680><c> the</c><00:19:13.680><c> social</c><00:19:15.110><c> but</c><00:19:16.110><c> there's</c>

00:19:16.370 --> 00:19:16.380 align:start position:0%
the philosophical the social but there's
 

00:19:16.380 --> 00:19:18.500 align:start position:0%
the philosophical the social but there's
one<00:19:16.559><c> more</c><00:19:16.710><c> person</c><00:19:17.030><c> perhaps</c><00:19:18.030><c> you'll</c><00:19:18.270><c> have</c><00:19:18.300><c> the</c>

00:19:18.500 --> 00:19:18.510 align:start position:0%
one more person perhaps you'll have the
 

00:19:18.510 --> 00:19:22.970 align:start position:0%
one more person perhaps you'll have the
size<00:19:20.480><c> so</c><00:19:21.480><c> the</c><00:19:21.660><c> question</c><00:19:22.110><c> is</c><00:19:22.290><c> what's</c><00:19:22.620><c> your</c><00:19:22.680><c> name</c>

00:19:22.970 --> 00:19:22.980 align:start position:0%
size so the question is what's your name
 

00:19:22.980 --> 00:19:24.440 align:start position:0%
size so the question is what's your name
what<00:19:23.190><c> you're</c><00:19:23.340><c> working</c><00:19:23.640><c> on</c><00:19:23.760><c> and</c><00:19:23.970><c> what</c><00:19:24.090><c> they</c><00:19:24.240><c> can</c>

00:19:24.440 --> 00:19:24.450 align:start position:0%
what you're working on and what they can
 

00:19:24.450 --> 00:19:26.120 align:start position:0%
what you're working on and what they can
be<00:19:24.570><c> we're</c><00:19:25.260><c> just</c><00:19:25.410><c> finishing</c><00:19:25.650><c> around</c><00:19:25.920><c> the</c>

00:19:26.120 --> 00:19:26.130 align:start position:0%
be we're just finishing around the
 

00:19:26.130 --> 00:19:48.830 align:start position:0%
be we're just finishing around the
future<00:19:37.370><c> what</c><00:19:38.370><c> is</c><00:19:46.309><c> cool</c><00:19:47.309><c> when</c><00:19:48.000><c> the</c><00:19:48.179><c> finals</c><00:19:48.600><c> work</c>

00:19:48.830 --> 00:19:48.840 align:start position:0%
future what is cool when the finals work
 

00:19:48.840 --> 00:19:50.480 align:start position:0%
future what is cool when the finals work
final<00:19:49.320><c> worth</c><00:19:49.470><c> now</c><00:19:49.679><c> that's</c><00:19:49.860><c> about</c><00:19:49.980><c> it</c><00:19:50.220><c> I</c><00:19:50.250><c> mean</c>

00:19:50.480 --> 00:19:50.490 align:start position:0%
final worth now that's about it I mean
 

00:19:50.490 --> 00:19:52.370 align:start position:0%
final worth now that's about it I mean
like<00:19:50.700><c> it's</c><00:19:50.940><c> a</c><00:19:51.030><c> quite</c><00:19:51.270><c> a</c><00:19:51.300><c> diverse</c><00:19:51.690><c> topic</c><00:19:52.140><c> and</c>

00:19:52.370 --> 00:19:52.380 align:start position:0%
like it's a quite a diverse topic and
 

00:19:52.380 --> 00:19:53.780 align:start position:0%
like it's a quite a diverse topic and
sounds<00:19:52.830><c> like</c><00:19:52.920><c> we</c><00:19:53.010><c> have</c><00:19:53.160><c> a</c><00:19:53.190><c> number</c><00:19:53.370><c> of</c><00:19:53.490><c> people</c>

00:19:53.780 --> 00:19:53.790 align:start position:0%
sounds like we have a number of people
 

00:19:53.790 --> 00:19:57.200 align:start position:0%
sounds like we have a number of people
here<00:19:53.970><c> who</c><00:19:54.179><c> are</c><00:19:55.490><c> but</c><00:19:56.490><c> the</c><00:19:56.580><c> right</c><00:19:56.760><c> people</c><00:19:56.910><c> to</c>

00:19:57.200 --> 00:19:57.210 align:start position:0%
here who are but the right people to
 

00:19:57.210 --> 00:19:58.700 align:start position:0%
here who are but the right people to
help<00:19:57.390><c> us</c><00:19:57.510><c> come</c><00:19:57.840><c> up</c><00:19:57.900><c> with</c><00:19:57.960><c> a</c><00:19:58.140><c> definition</c><00:19:58.380><c> of</c>

00:19:58.700 --> 00:19:58.710 align:start position:0%
help us come up with a definition of
 

00:19:58.710 --> 00:20:09.890 align:start position:0%
help us come up with a definition of
what<00:19:58.770><c> this</c><00:19:59.010><c> thing</c><00:19:59.070><c> is</c><00:20:03.080><c> gonna</c><00:20:04.080><c> go</c><00:20:05.300><c> first</c><00:20:08.900><c> okay</c>

00:20:09.890 --> 00:20:09.900 align:start position:0%
what this thing is gonna go first okay
 

00:20:09.900 --> 00:20:18.430 align:start position:0%
what this thing is gonna go first okay
so<00:20:10.730><c> we</c><00:20:11.730><c> heard</c><00:20:11.940><c> that</c>

00:20:18.430 --> 00:20:18.440 align:start position:0%
 
 

00:20:18.440 --> 00:20:20.630 align:start position:0%
 
it's<00:20:19.440><c> a</c><00:20:19.500><c> community</c><00:20:19.890><c> during</c><00:20:20.130><c> project</c><00:20:20.490><c> for</c>

00:20:20.630 --> 00:20:20.640 align:start position:0%
it's a community during project for
 

00:20:20.640 --> 00:20:22.430 align:start position:0%
it's a community during project for
secure<00:20:20.940><c> real</c><00:20:21.059><c> times</c><00:20:21.330><c> distributed</c><00:20:21.929><c> data</c><00:20:22.140><c> sync</c>

00:20:22.430 --> 00:20:22.440 align:start position:0%
secure real times distributed data sync
 

00:20:22.440 --> 00:20:24.200 align:start position:0%
secure real times distributed data sync
that's<00:20:22.830><c> like</c><00:20:22.980><c> a</c><00:20:23.250><c> nice</c><00:20:23.760><c> way</c><00:20:23.970><c> to</c><00:20:24.000><c> say</c>

00:20:24.200 --> 00:20:24.210 align:start position:0%
that's like a nice way to say
 

00:20:24.210 --> 00:20:27.169 align:start position:0%
that's like a nice way to say
peer-to-peer<00:20:24.450><c> but</c><00:20:25.140><c> yeah</c><00:20:25.500><c> so</c><00:20:26.429><c> it's</c><00:20:26.460><c> a</c><00:20:27.030><c> pretty</c>

00:20:27.169 --> 00:20:27.179 align:start position:0%
peer-to-peer but yeah so it's a pretty
 

00:20:27.179 --> 00:20:30.529 align:start position:0%
peer-to-peer but yeah so it's a pretty
clear<00:20:27.330><c> critical</c><00:20:27.690><c> a</c><00:20:28.520><c> little</c><00:20:29.520><c> bit</c><00:20:29.640><c> about</c><00:20:29.730><c> me</c><00:20:29.970><c> I</c>

00:20:30.529 --> 00:20:30.539 align:start position:0%
clear critical a little bit about me I
 

00:20:30.539 --> 00:20:32.840 align:start position:0%
clear critical a little bit about me I
worked<00:20:31.470><c> at</c><00:20:31.679><c> Google</c><00:20:31.919><c> and</c><00:20:32.280><c> they</c><00:20:32.340><c> were</c><00:20:32.400><c> close</c><00:20:32.669><c> to</c>

00:20:32.840 --> 00:20:32.850 align:start position:0%
worked at Google and they were close to
 

00:20:32.850 --> 00:20:35.810 align:start position:0%
worked at Google and they were close to
canvas<00:20:33.450><c> I</c><00:20:33.740><c> found</c><00:20:34.740><c> pandas</c><00:20:35.190><c> for</c><00:20:35.309><c> a</c><00:20:35.340><c> little</c><00:20:35.490><c> bit</c>

00:20:35.810 --> 00:20:35.820 align:start position:0%
canvas I found pandas for a little bit
 

00:20:35.820 --> 00:20:38.539 align:start position:0%
canvas I found pandas for a little bit
sold<00:20:36.450><c> that</c><00:20:36.630><c> companies</c><00:20:37.140><c> in</c><00:20:37.380><c> that</c><00:20:37.559><c> era</c><00:20:37.740><c> but</c><00:20:38.070><c> I</c>

00:20:38.539 --> 00:20:38.549 align:start position:0%
sold that companies in that era but I
 

00:20:38.549 --> 00:20:39.890 align:start position:0%
sold that companies in that era but I
could<00:20:38.760><c> like</c><00:20:38.970><c> deal</c><00:20:39.270><c> with</c><00:20:39.510><c> like</c><00:20:39.690><c> large</c>

00:20:39.890 --> 00:20:39.900 align:start position:0%
could like deal with like large
 

00:20:39.900 --> 00:20:41.600 align:start position:0%
could like deal with like large
companies<00:20:40.320><c> so</c><00:20:40.559><c> I</c><00:20:40.620><c> just</c><00:20:40.799><c> always</c><00:20:41.039><c> was</c><00:20:41.309><c> doing</c>

00:20:41.600 --> 00:20:41.610 align:start position:0%
companies so I just always was doing
 

00:20:41.610 --> 00:20:45.740 align:start position:0%
companies so I just always was doing
like<00:20:41.789><c> small</c><00:20:42.090><c> projects</c><00:20:43.640><c> I</c><00:20:44.640><c> also</c><00:20:45.450><c> worked</c><00:20:45.690><c> in</c>

00:20:45.740 --> 00:20:45.750 align:start position:0%
like small projects I also worked in
 

00:20:45.750 --> 00:20:49.310 align:start position:0%
like small projects I also worked in
anaconda<00:20:47.450><c> so</c><00:20:48.450><c> I</c><00:20:48.480><c> came</c><00:20:48.570><c> from</c><00:20:48.780><c> like</c><00:20:48.960><c> a</c><00:20:48.990><c> science</c>

00:20:49.310 --> 00:20:49.320 align:start position:0%
anaconda so I came from like a science
 

00:20:49.320 --> 00:20:50.270 align:start position:0%
anaconda so I came from like a science
background<00:20:49.470><c> right</c><00:20:49.890><c> and</c><00:20:50.010><c> I</c><00:20:50.070><c> was</c><00:20:50.159><c> doing</c>

00:20:50.270 --> 00:20:50.280 align:start position:0%
background right and I was doing
 

00:20:50.280 --> 00:20:53.149 align:start position:0%
background right and I was doing
research<00:20:50.520><c> and</c><00:20:51.450><c> science</c><00:20:52.169><c> is</c><00:20:52.289><c> messed</c><00:20:52.530><c> up</c><00:20:52.710><c> so</c><00:20:52.980><c> at</c>

00:20:53.149 --> 00:20:53.159 align:start position:0%
research and science is messed up so at
 

00:20:53.159 --> 00:20:55.760 align:start position:0%
research and science is messed up so at
this<00:20:53.280><c> time</c><00:20:53.549><c> when</c><00:20:53.850><c> I</c><00:20:53.940><c> was</c><00:20:54.120><c> talking</c><00:20:54.330><c> about</c><00:20:54.770><c> -</c>

00:20:55.760 --> 00:20:55.770 align:start position:0%
this time when I was talking about -
 

00:20:55.770 --> 00:20:59.330 align:start position:0%
this time when I was talking about -
okay<00:20:56.010><c> everyone</c><00:20:56.850><c> is</c><00:20:56.940><c> talking</c><00:20:57.120><c> about</c><00:20:58.070><c> that</c><00:20:59.070><c> half</c>

00:20:59.330 --> 00:20:59.340 align:start position:0%
okay everyone is talking about that half
 

00:20:59.340 --> 00:21:00.860 align:start position:0%
okay everyone is talking about that half
of<00:20:59.490><c> published</c><00:20:59.880><c> research</c><00:21:00.210><c> could</c><00:21:00.539><c> not</c><00:21:00.600><c> be</c>

00:21:00.860 --> 00:21:00.870 align:start position:0%
of published research could not be
 

00:21:00.870 --> 00:21:03.200 align:start position:0%
of published research could not be
replicated<00:21:01.070><c> like</c><00:21:02.070><c> the</c><00:21:02.309><c> data</c><00:21:02.549><c> was</c><00:21:02.880><c> just</c><00:21:02.970><c> like</c>

00:21:03.200 --> 00:21:03.210 align:start position:0%
replicated like the data was just like
 

00:21:03.210 --> 00:21:05.029 align:start position:0%
replicated like the data was just like
locked<00:21:03.600><c> up</c><00:21:03.780><c> in</c><00:21:03.900><c> silos</c><00:21:04.409><c> it</c><00:21:04.770><c> was</c><00:21:04.890><c> like</c>

00:21:05.029 --> 00:21:05.039 align:start position:0%
locked up in silos it was like
 

00:21:05.039 --> 00:21:07.190 align:start position:0%
locked up in silos it was like
completely<00:21:05.400><c> gone</c><00:21:05.640><c> link</c><00:21:06.539><c> route</c><00:21:06.780><c> was</c><00:21:06.960><c> an</c><00:21:07.049><c> issue</c>

00:21:07.190 --> 00:21:07.200 align:start position:0%
completely gone link route was an issue
 

00:21:07.200 --> 00:21:09.320 align:start position:0%
completely gone link route was an issue
so<00:21:07.950><c> scientists</c><00:21:08.610><c> are</c><00:21:08.669><c> still</c><00:21:08.940><c> talking</c><00:21:09.210><c> about</c>

00:21:09.320 --> 00:21:09.330 align:start position:0%
so scientists are still talking about
 

00:21:09.330 --> 00:21:11.420 align:start position:0%
so scientists are still talking about
this<00:21:09.539><c> problem</c><00:21:10.020><c> is</c><00:21:10.260><c> still</c><00:21:10.500><c> not</c><00:21:10.559><c> really</c><00:21:10.830><c> solved</c>

00:21:11.420 --> 00:21:11.430 align:start position:0%
this problem is still not really solved
 

00:21:11.430 --> 00:21:12.909 align:start position:0%
this problem is still not really solved
[Music]

00:21:12.909 --> 00:21:12.919 align:start position:0%
[Music]
 

00:21:12.919 --> 00:21:16.700 align:start position:0%
[Music]
so<00:21:13.919><c> we</c><00:21:14.039><c> were</c><00:21:14.159><c> talking</c><00:21:14.309><c> at</c><00:21:14.820><c> this</c><00:21:14.940><c> time</c><00:21:15.179><c> in</c><00:21:15.720><c> 2013</c>

00:21:16.700 --> 00:21:16.710 align:start position:0%
so we were talking at this time in 2013
 

00:21:16.710 --> 00:21:19.669 align:start position:0%
so we were talking at this time in 2013
how<00:21:16.860><c> do</c><00:21:16.919><c> we</c><00:21:16.980><c> replicate</c><00:21:17.159><c> research</c><00:21:18.530><c> and</c><00:21:19.530><c> then</c>

00:21:19.669 --> 00:21:19.679 align:start position:0%
how do we replicate research and then
 

00:21:19.679 --> 00:21:20.990 align:start position:0%
how do we replicate research and then
the<00:21:19.740><c> credit</c><00:21:19.860><c> extrapolate</c><00:21:20.490><c> on</c><00:21:20.580><c> that</c><00:21:20.760><c> problem</c>

00:21:20.990 --> 00:21:21.000 align:start position:0%
the credit extrapolate on that problem
 

00:21:21.000 --> 00:21:22.549 align:start position:0%
the credit extrapolate on that problem
and<00:21:21.270><c> talked</c><00:21:21.510><c> about</c><00:21:21.630><c> how</c><00:21:21.870><c> to</c><00:21:21.929><c> collaborate</c><00:21:22.440><c> on</c>

00:21:22.549 --> 00:21:22.559 align:start position:0%
and talked about how to collaborate on
 

00:21:22.559 --> 00:21:24.110 align:start position:0%
and talked about how to collaborate on
data<00:21:22.830><c> analysis</c><00:21:23.400><c> because</c><00:21:23.669><c> that's</c><00:21:23.850><c> all</c><00:21:24.000><c> we're</c>

00:21:24.110 --> 00:21:24.120 align:start position:0%
data analysis because that's all we're
 

00:21:24.120 --> 00:21:27.649 align:start position:0%
data analysis because that's all we're
really<00:21:24.150><c> talking</c><00:21:24.419><c> about</c><00:21:24.659><c> right</c><00:21:26.030><c> so</c><00:21:27.030><c> it's</c><00:21:27.600><c> a</c>

00:21:27.649 --> 00:21:27.659 align:start position:0%
really talking about right so it's a
 

00:21:27.659 --> 00:21:29.510 align:start position:0%
really talking about right so it's a
terrible<00:21:28.080><c> they</c><00:21:28.470><c> still</c><00:21:28.710><c> do</c><00:21:28.860><c> this</c><00:21:29.010><c> like</c><00:21:29.309><c> if</c>

00:21:29.510 --> 00:21:29.520 align:start position:0%
terrible they still do this like if
 

00:21:29.520 --> 00:21:32.330 align:start position:0%
terrible they still do this like if
you're<00:21:29.700><c> having</c><00:21:30.000><c> a</c><00:21:30.539><c> server</c><00:21:30.840><c> and</c><00:21:31.559><c> you</c><00:21:32.010><c> share</c>

00:21:32.330 --> 00:21:32.340 align:start position:0%
you're having a server and you share
 

00:21:32.340 --> 00:21:33.919 align:start position:0%
you're having a server and you share
that<00:21:32.370><c> server</c><00:21:32.850><c> with</c><00:21:33.059><c> a</c><00:21:33.090><c> bunch</c><00:21:33.240><c> of</c><00:21:33.330><c> people</c><00:21:33.630><c> you</c>

00:21:33.919 --> 00:21:33.929 align:start position:0%
that server with a bunch of people you
 

00:21:33.929 --> 00:21:36.409 align:start position:0%
that server with a bunch of people you
know<00:21:34.590><c> bad</c><00:21:34.770><c> things</c><00:21:35.039><c> happen</c><00:21:35.429><c> so</c><00:21:35.880><c> they</c><00:21:36.059><c> started</c>

00:21:36.409 --> 00:21:36.419 align:start position:0%
know bad things happen so they started
 

00:21:36.419 --> 00:21:39.649 align:start position:0%
know bad things happen so they started
using<00:21:36.570><c> like</c><00:21:36.960><c> git</c><00:21:37.230><c> or</c><00:21:37.470><c> email</c><00:21:38.100><c> or</c><00:21:38.370><c> arcing</c><00:21:38.850><c> as</c>

00:21:39.649 --> 00:21:39.659 align:start position:0%
using like git or email or arcing as
 

00:21:39.659 --> 00:21:41.899 align:start position:0%
using like git or email or arcing as
three<00:21:39.990><c> Dropbox</c><00:21:40.500><c> but</c><00:21:41.130><c> all</c><00:21:41.250><c> these</c><00:21:41.460><c> have</c><00:21:41.700><c> their</c>

00:21:41.899 --> 00:21:41.909 align:start position:0%
three Dropbox but all these have their
 

00:21:41.909 --> 00:21:43.310 align:start position:0%
three Dropbox but all these have their
own<00:21:41.970><c> issues</c><00:21:42.179><c> we're</c><00:21:42.570><c> trying</c><00:21:42.780><c> to</c><00:21:42.840><c> claw</c><00:21:43.020><c> grown</c><00:21:43.230><c> up</c>

00:21:43.310 --> 00:21:43.320 align:start position:0%
own issues we're trying to claw grown up
 

00:21:43.320 --> 00:21:45.130 align:start position:0%
own issues we're trying to claw grown up
in<00:21:43.470><c> analysis</c>

00:21:45.130 --> 00:21:45.140 align:start position:0%
in analysis
 

00:21:45.140 --> 00:21:49.580 align:start position:0%
in analysis
so<00:21:46.140><c> I</c><00:21:46.740><c> found</c><00:21:47.340><c> this</c><00:21:47.490><c> guy</c><00:21:47.730><c> in</c><00:21:48.390><c> 2014</c><00:21:49.140><c> this</c><00:21:49.290><c> is</c><00:21:49.380><c> max</c>

00:21:49.580 --> 00:21:49.590 align:start position:0%
so I found this guy in 2014 this is max
 

00:21:49.590 --> 00:21:51.650 align:start position:0%
so I found this guy in 2014 this is max
often<00:21:49.980><c> and</c><00:21:50.640><c> he</c><00:21:50.790><c> was</c><00:21:50.880><c> talking</c><00:21:51.090><c> about</c><00:21:51.270><c> let's</c><00:21:51.450><c> do</c>

00:21:51.650 --> 00:21:51.660 align:start position:0%
often and he was talking about let's do
 

00:21:51.660 --> 00:21:53.930 align:start position:0%
often and he was talking about let's do
for<00:21:52.380><c> data</c><00:21:52.560><c> what</c><00:21:52.860><c> get</c><00:21:53.130><c> could</c><00:21:53.370><c> do</c><00:21:53.490><c> for</c><00:21:53.730><c> source</c>

00:21:53.930 --> 00:21:53.940 align:start position:0%
for data what get could do for source
 

00:21:53.940 --> 00:21:56.380 align:start position:0%
for data what get could do for source
code<00:21:54.410><c> like</c><00:21:55.410><c> this</c><00:21:55.500><c> is</c><00:21:55.620><c> your</c><00:21:55.770><c> little</c><00:21:56.010><c> idea</c>

00:21:56.380 --> 00:21:56.390 align:start position:0%
code like this is your little idea
 

00:21:56.390 --> 00:21:58.820 align:start position:0%
code like this is your little idea
definitely<00:21:57.390><c> do</c><00:21:57.510><c> this</c><00:21:57.630><c> because</c><00:21:58.200><c> git</c><00:21:58.500><c> was</c><00:21:58.650><c> just</c>

00:21:58.820 --> 00:21:58.830 align:start position:0%
definitely do this because git was just
 

00:21:58.830 --> 00:22:00.320 align:start position:0%
definitely do this because git was just
not<00:21:58.950><c> working</c><00:21:59.100><c> it</c><00:21:59.400><c> I</c><00:21:59.640><c> don't</c><00:21:59.820><c> even</c><00:21:59.850><c> try</c><00:22:00.060><c> to</c><00:22:00.120><c> put</c><00:22:00.300><c> a</c>

00:22:00.320 --> 00:22:00.330 align:start position:0%
not working it I don't even try to put a
 

00:22:00.330 --> 00:22:02.330 align:start position:0%
not working it I don't even try to put a
terabyte<00:22:00.780><c> in</c><00:22:00.960><c> to</c><00:22:01.050><c> get</c><00:22:01.230><c> maybe</c><00:22:01.590><c> falls</c><00:22:01.890><c> over</c>

00:22:02.330 --> 00:22:02.340 align:start position:0%
terabyte in to get maybe falls over
 

00:22:02.340 --> 00:22:05.570 align:start position:0%
terabyte in to get maybe falls over
so<00:22:03.320><c> also</c><00:22:04.320><c> working</c><00:22:04.590><c> with</c><00:22:04.650><c> me</c><00:22:04.860><c> is</c><00:22:05.100><c> this</c><00:22:05.340><c> at</c><00:22:05.520><c> this</c>

00:22:05.570 --> 00:22:05.580 align:start position:0%
so also working with me is this at this
 

00:22:05.580 --> 00:22:08.090 align:start position:0%
so also working with me is this at this
time<00:22:05.640><c> and</c><00:22:06.470><c> there</c><00:22:07.470><c> are</c><00:22:07.530><c> other</c><00:22:07.680><c> people</c><00:22:07.800><c> talking</c>

00:22:08.090 --> 00:22:08.100 align:start position:0%
time and there are other people talking
 

00:22:08.100 --> 00:22:09.770 align:start position:0%
time and there are other people talking
about<00:22:08.310><c> this</c><00:22:08.460><c> to</c><00:22:08.640><c> look</c><00:22:08.820><c> at</c><00:22:08.940><c> this</c><00:22:09.030><c> is</c><00:22:09.180><c> wants</c><00:22:09.630><c> on</c>

00:22:09.770 --> 00:22:09.780 align:start position:0%
about this to look at this is wants on
 

00:22:09.780 --> 00:22:13.490 align:start position:0%
about this to look at this is wants on
this<00:22:09.960><c> computer</c><00:22:10.320><c> panel</c><00:22:12.050><c> this</c><00:22:13.050><c> is</c><00:22:13.110><c> me</c><00:22:13.320><c> they're</c>

00:22:13.490 --> 00:22:13.500 align:start position:0%
this computer panel this is me they're
 

00:22:13.500 --> 00:22:14.630 align:start position:0%
this computer panel this is me they're
all<00:22:13.620><c> just</c><00:22:13.740><c> kind</c><00:22:13.950><c> of</c><00:22:13.980><c> hanging</c><00:22:14.280><c> out</c><00:22:14.310><c> in</c><00:22:14.520><c> an</c>

00:22:14.630 --> 00:22:14.640 align:start position:0%
all just kind of hanging out in an
 

00:22:14.640 --> 00:22:18.080 align:start position:0%
all just kind of hanging out in an
archive<00:22:15.000><c> for</c><00:22:15.150><c> years</c><00:22:15.360><c> ago</c><00:22:16.580><c> but</c><00:22:17.580><c> you</c><00:22:17.910><c> may</c><00:22:18.030><c> see</c>

00:22:18.080 --> 00:22:18.090 align:start position:0%
archive for years ago but you may see
 

00:22:18.090 --> 00:22:19.550 align:start position:0%
archive for years ago but you may see
the<00:22:18.330><c> start</c><00:22:18.540><c> an</c><00:22:18.600><c> organization</c><00:22:18.750><c> called</c><00:22:19.320><c> that</c>

00:22:19.550 --> 00:22:19.560 align:start position:0%
the start an organization called that
 

00:22:19.560 --> 00:22:21.830 align:start position:0%
the start an organization called that
and<00:22:19.890><c> it</c><00:22:20.010><c> was</c><00:22:20.130><c> focused</c><00:22:20.430><c> on</c><00:22:20.820><c> how</c><00:22:21.120><c> we</c><00:22:21.180><c> saw</c><00:22:21.780><c> the</c>

00:22:21.830 --> 00:22:21.840 align:start position:0%
and it was focused on how we saw the
 

00:22:21.840 --> 00:22:24.680 align:start position:0%
and it was focused on how we saw the
scientific<00:22:22.530><c> problem</c><00:22:22.950><c> of</c><00:22:23.580><c> sharing</c><00:22:24.180><c> data</c><00:22:24.210><c> sets</c>

00:22:24.680 --> 00:22:24.690 align:start position:0%
scientific problem of sharing data sets
 

00:22:24.690 --> 00:22:26.180 align:start position:0%
scientific problem of sharing data sets
that<00:22:24.810><c> people</c><00:22:25.230><c> still</c><00:22:25.440><c> haven't</c><00:22:25.650><c> be</c><00:22:25.830><c> able</c><00:22:26.040><c> to</c>

00:22:26.180 --> 00:22:26.190 align:start position:0%
that people still haven't be able to
 

00:22:26.190 --> 00:22:28.520 align:start position:0%
that people still haven't be able to
really<00:22:26.760><c> solve</c><00:22:27.000><c> and</c><00:22:27.750><c> we</c><00:22:27.840><c> were</c><00:22:27.960><c> we</c><00:22:28.320><c> weren't</c><00:22:28.440><c> a</c>

00:22:28.520 --> 00:22:28.530 align:start position:0%
really solve and we were we weren't a
 

00:22:28.530 --> 00:22:30.620 align:start position:0%
really solve and we were we weren't a
company<00:22:28.920><c> this</c><00:22:29.160><c> time</c><00:22:29.400><c> so</c><00:22:29.640><c> he</c><00:22:29.730><c> got</c><00:22:29.880><c> nonprofit</c>

00:22:30.620 --> 00:22:30.630 align:start position:0%
company this time so he got nonprofit
 

00:22:30.630 --> 00:22:33.920 align:start position:0%
company this time so he got nonprofit
funding<00:22:32.060><c> so</c><00:22:33.060><c> what</c><00:22:33.210><c> everyone's</c><00:22:33.660><c> talking</c><00:22:33.720><c> on</c>

00:22:33.920 --> 00:22:33.930 align:start position:0%
funding so what everyone's talking on
 

00:22:33.930 --> 00:22:36.320 align:start position:0%
funding so what everyone's talking on
science<00:22:34.350><c> the</c><00:22:34.650><c> same</c><00:22:35.610><c> time</c><00:22:35.880><c> there's</c><00:22:36.210><c> like</c>

00:22:36.320 --> 00:22:36.330 align:start position:0%
science the same time there's like
 

00:22:36.330 --> 00:22:37.610 align:start position:0%
science the same time there's like
revolutions<00:22:36.900><c> happening</c><00:22:37.200><c> on</c><00:22:37.320><c> the</c><00:22:37.410><c> world</c>

00:22:37.610 --> 00:22:37.620 align:start position:0%
revolutions happening on the world
 

00:22:37.620 --> 00:22:40.550 align:start position:0%
revolutions happening on the world
that's<00:22:37.830><c> part</c><00:22:38.010><c> of</c><00:22:38.070><c> Occupy</c><00:22:38.280><c> movement</c><00:22:38.850><c> we</c><00:22:39.810><c> you</c>

00:22:40.550 --> 00:22:40.560 align:start position:0%
that's part of Occupy movement we you
 

00:22:40.560 --> 00:22:42.110 align:start position:0%
that's part of Occupy movement we you
know<00:22:40.680><c> we're</c><00:22:40.860><c> watching</c><00:22:41.250><c> as</c><00:22:41.430><c> the</c><00:22:41.760><c> world</c><00:22:41.940><c> was</c>

00:22:42.110 --> 00:22:42.120 align:start position:0%
know we're watching as the world was
 

00:22:42.120 --> 00:22:45.430 align:start position:0%
know we're watching as the world was
going<00:22:42.360><c> into</c><00:22:43.220><c> basically</c><00:22:44.220><c> chaos</c><00:22:44.670><c> because</c>

00:22:45.430 --> 00:22:45.440 align:start position:0%
going into basically chaos because
 

00:22:45.440 --> 00:22:47.300 align:start position:0%
going into basically chaos because
governments<00:22:46.440><c> had</c><00:22:46.530><c> shut</c><00:22:46.710><c> down</c><00:22:46.740><c> the</c><00:22:46.890><c> internet</c>

00:22:47.300 --> 00:22:47.310 align:start position:0%
governments had shut down the internet
 

00:22:47.310 --> 00:22:48.680 align:start position:0%
governments had shut down the internet
and<00:22:47.520><c> then</c><00:22:47.610><c> people</c><00:22:47.820><c> go</c><00:22:48.030><c> to</c><00:22:48.090><c> the</c><00:22:48.240><c> streets</c><00:22:48.570><c> and</c>

00:22:48.680 --> 00:22:48.690 align:start position:0%
and then people go to the streets and
 

00:22:48.690 --> 00:22:50.150 align:start position:0%
and then people go to the streets and
became<00:22:49.470><c> really</c><00:22:49.620><c> clear</c><00:22:49.830><c> that</c><00:22:49.890><c> peer-to-peer</c>

00:22:50.150 --> 00:22:50.160 align:start position:0%
became really clear that peer-to-peer
 

00:22:50.160 --> 00:22:51.470 align:start position:0%
became really clear that peer-to-peer
can<00:22:50.580><c> be</c><00:22:50.670><c> used</c><00:22:50.850><c> for</c><00:22:51.090><c> more</c><00:22:51.270><c> than</c><00:22:51.330><c> just</c>

00:22:51.470 --> 00:22:51.480 align:start position:0%
can be used for more than just
 

00:22:51.480 --> 00:22:53.420 align:start position:0%
can be used for more than just
scientific<00:22:52.050><c> data</c><00:22:52.350><c> sharing</c><00:22:52.590><c> and</c><00:22:53.220><c> we</c><00:22:53.310><c> got</c>

00:22:53.420 --> 00:22:53.430 align:start position:0%
scientific data sharing and we got
 

00:22:53.430 --> 00:22:54.560 align:start position:0%
scientific data sharing and we got
really<00:22:53.610><c> excited</c><00:22:53.970><c> about</c><00:22:54.060><c> the</c><00:22:54.330><c> idea</c><00:22:54.540><c> of</c>

00:22:54.560 --> 00:22:54.570 align:start position:0%
really excited about the idea of
 

00:22:54.570 --> 00:22:56.900 align:start position:0%
really excited about the idea of
building<00:22:54.930><c> applications</c><00:22:55.920><c> on</c><00:22:56.520><c> top</c>

00:22:56.900 --> 00:22:56.910 align:start position:0%
building applications on top
 

00:22:56.910 --> 00:23:01.130 align:start position:0%
building applications on top
this<00:22:58.400><c> so</c><00:22:59.400><c> you</c><00:22:59.640><c> took</c><00:22:59.790><c> BitTorrent</c><00:23:00.690><c> as</c><00:23:00.840><c> one</c><00:23:01.110><c> of</c>

00:23:01.130 --> 00:23:01.140 align:start position:0%
this so you took BitTorrent as one of
 

00:23:01.140 --> 00:23:03.710 align:start position:0%
this so you took BitTorrent as one of
our<00:23:01.290><c> main</c><00:23:01.700><c> inspirations</c><00:23:02.700><c> actually</c><00:23:03.510><c> use</c><00:23:03.630><c> the</c>

00:23:03.710 --> 00:23:03.720 align:start position:0%
our main inspirations actually use the
 

00:23:03.720 --> 00:23:05.210 align:start position:0%
our main inspirations actually use the
BitTorrent<00:23:03.870><c> DHT</c><00:23:04.470><c> for</c><00:23:04.680><c> a</c><00:23:04.710><c> little</c><00:23:04.860><c> while</c><00:23:04.980><c> in</c><00:23:05.190><c> the</c>

00:23:05.210 --> 00:23:05.220 align:start position:0%
BitTorrent DHT for a little while in the
 

00:23:05.220 --> 00:23:08.900 align:start position:0%
BitTorrent DHT for a little while in the
beginning<00:23:06.860><c> so</c><00:23:07.860><c> there's</c><00:23:08.040><c> some</c><00:23:08.430><c> problems</c><00:23:08.790><c> with</c>

00:23:08.900 --> 00:23:08.910 align:start position:0%
beginning so there's some problems with
 

00:23:08.910 --> 00:23:10.640 align:start position:0%
beginning so there's some problems with
BitTorrent<00:23:09.450><c> it</c><00:23:09.810><c> only</c><00:23:09.990><c> works</c><00:23:10.200><c> for</c><00:23:10.350><c> static</c>

00:23:10.640 --> 00:23:10.650 align:start position:0%
BitTorrent it only works for static
 

00:23:10.650 --> 00:23:13.070 align:start position:0%
BitTorrent it only works for static
files<00:23:10.860><c> and</c><00:23:11.670><c> create</c><00:23:11.820><c> skills</c><00:23:12.180><c> really</c><00:23:12.630><c> poorly</c><00:23:12.960><c> on</c>

00:23:13.070 --> 00:23:13.080 align:start position:0%
files and create skills really poorly on
 

00:23:13.080 --> 00:23:15.470 align:start position:0%
files and create skills really poorly on
really<00:23:13.350><c> big</c><00:23:13.440><c> datasets</c><00:23:13.710><c> and</c><00:23:14.190><c> it's</c><00:23:15.030><c> really</c><00:23:15.300><c> easy</c>

00:23:15.470 --> 00:23:15.480 align:start position:0%
really big datasets and it's really easy
 

00:23:15.480 --> 00:23:17.120 align:start position:0%
really big datasets and it's really easy
to<00:23:15.600><c> eat</c><00:23:15.840><c> straw</c><00:23:16.140><c> and</c><00:23:16.590><c> find</c><00:23:16.830><c> out</c><00:23:16.950><c> what</c><00:23:17.040><c> people</c>

00:23:17.120 --> 00:23:17.130 align:start position:0%
to eat straw and find out what people
 

00:23:17.130 --> 00:23:19.340 align:start position:0%
to eat straw and find out what people
are<00:23:17.280><c> sharing</c><00:23:17.780><c> so</c><00:23:18.780><c> we</c><00:23:18.840><c> wanted</c><00:23:18.990><c> to</c><00:23:19.050><c> solve</c><00:23:19.230><c> these</c>

00:23:19.340 --> 00:23:19.350 align:start position:0%
are sharing so we wanted to solve these
 

00:23:19.350 --> 00:23:23.660 align:start position:0%
are sharing so we wanted to solve these
problems<00:23:20.120><c> so</c><00:23:21.120><c> our</c><00:23:21.450><c> goals</c><00:23:21.660><c> are</c><00:23:22.370><c> it's</c><00:23:23.370><c> easy</c><00:23:23.520><c> to</c>

00:23:23.660 --> 00:23:23.670 align:start position:0%
problems so our goals are it's easy to
 

00:23:23.670 --> 00:23:25.400 align:start position:0%
problems so our goals are it's easy to
use<00:23:23.820><c> and</c><00:23:24.360><c> it</c><00:23:24.480><c> was</c><00:23:24.570><c> an</c><00:23:24.630><c> alternative</c><00:23:24.750><c> to</c><00:23:25.080><c> Dropbox</c>

00:23:25.400 --> 00:23:25.410 align:start position:0%
use and it was an alternative to Dropbox
 

00:23:25.410 --> 00:23:29.720 align:start position:0%
use and it was an alternative to Dropbox
and<00:23:27.500><c> we</c><00:23:28.500><c> wanted</c><00:23:28.710><c> to</c><00:23:28.800><c> be</c><00:23:28.860><c> dynamic</c><00:23:29.100><c> in</c><00:23:29.400><c> real</c><00:23:29.520><c> time</c>

00:23:29.720 --> 00:23:29.730 align:start position:0%
and we wanted to be dynamic in real time
 

00:23:29.730 --> 00:23:32.420 align:start position:0%
and we wanted to be dynamic in real time
data<00:23:30.260><c> built</c><00:23:31.260><c> for</c><00:23:31.440><c> modern</c><00:23:31.680><c> scientific</c><00:23:32.100><c> connect</c>

00:23:32.420 --> 00:23:32.430 align:start position:0%
data built for modern scientific connect
 

00:23:32.430 --> 00:23:34.700 align:start position:0%
data built for modern scientific connect
with<00:23:32.610><c> these</c><00:23:32.730><c> cases</c><00:23:32.970><c> and</c><00:23:33.480><c> always</c><00:23:34.170><c> be</c><00:23:34.290><c> faster</c>

00:23:34.700 --> 00:23:34.710 align:start position:0%
with these cases and always be faster
 

00:23:34.710 --> 00:23:38.870 align:start position:0%
with these cases and always be faster
and<00:23:35.100><c> note</c><00:23:35.820><c> eavesdroppers</c><00:23:37.550><c> so</c><00:23:38.550><c> you</c><00:23:38.610><c> take</c><00:23:38.760><c> this</c>

00:23:38.870 --> 00:23:38.880 align:start position:0%
and note eavesdroppers so you take this
 

00:23:38.880 --> 00:23:41.170 align:start position:0%
and note eavesdroppers so you take this
encrypting<00:23:39.420><c> ultimately</c><00:23:39.750><c> secured</c><00:23:40.200><c> that</c><00:23:40.380><c> link</c>

00:23:41.170 --> 00:23:41.180 align:start position:0%
encrypting ultimately secured that link
 

00:23:41.180 --> 00:23:43.730 align:start position:0%
encrypting ultimately secured that link
and<00:23:42.180><c> it</c><00:23:42.300><c> never</c><00:23:42.450><c> changes</c><00:23:42.930><c> even</c><00:23:43.260><c> as</c><00:23:43.350><c> the</c><00:23:43.440><c> data</c><00:23:43.620><c> is</c>

00:23:43.730 --> 00:23:43.740 align:start position:0%
and it never changes even as the data is
 

00:23:43.740 --> 00:23:47.690 align:start position:0%
and it never changes even as the data is
updated<00:23:45.890><c> so</c><00:23:46.890><c> how</c><00:23:47.010><c> do</c><00:23:47.070><c> you</c><00:23:47.130><c> do</c><00:23:47.250><c> this</c><00:23:47.370><c> you</c><00:23:47.520><c> build</c>

00:23:47.690 --> 00:23:47.700 align:start position:0%
updated so how do you do this you build
 

00:23:47.700 --> 00:23:50.900 align:start position:0%
updated so how do you do this you build
it<00:23:47.790><c> on</c><00:23:47.880><c> top</c><00:23:48.090><c> of</c><00:23:48.210><c> a</c><00:23:48.300><c> log</c><00:23:48.480><c> right</c><00:23:49.760><c> depend</c><00:23:50.760><c> only</c>

00:23:50.900 --> 00:23:50.910 align:start position:0%
it on top of a log right depend only
 

00:23:50.910 --> 00:23:53.450 align:start position:0%
it on top of a log right depend only
loves<00:23:51.120><c> I</c><00:23:51.510><c> have</c><00:23:51.720><c> to</c><00:23:51.840><c> go</c><00:23:51.930><c> to</c><00:23:52.050><c> this</c><00:23:52.250><c> but</c><00:23:53.250><c> how</c><00:23:53.400><c> can</c>

00:23:53.450 --> 00:23:53.460 align:start position:0%
loves I have to go to this but how can
 

00:23:53.460 --> 00:23:56.870 align:start position:0%
loves I have to go to this but how can
we<00:23:53.700><c> share</c><00:23:53.970><c> append-only</c><00:23:54.300><c> logs</c><00:23:54.720><c> right</c><00:23:55.880><c> Merkle</c>

00:23:56.870 --> 00:23:56.880 align:start position:0%
we share append-only logs right Merkle
 

00:23:56.880 --> 00:23:59.060 align:start position:0%
we share append-only logs right Merkle
trees<00:23:57.140><c> I'm</c><00:23:58.140><c> not</c><00:23:58.380><c> that's</c><00:23:58.560><c> I</c><00:23:58.680><c> want</c><00:23:58.740><c> Angela</c>

00:23:59.060 --> 00:23:59.070 align:start position:0%
trees I'm not that's I want Angela
 

00:23:59.070 --> 00:24:03.410 align:start position:0%
trees I'm not that's I want Angela
Merkel<00:23:59.340><c> just</c><00:23:59.550><c> like</c><00:23:59.640><c> arbitrate</c><00:24:02.210><c> so</c><00:24:03.210><c> this</c><00:24:03.330><c> is</c>

00:24:03.410 --> 00:24:03.420 align:start position:0%
Merkel just like arbitrate so this is
 

00:24:03.420 --> 00:24:04.250 align:start position:0%
Merkel just like arbitrate so this is
what<00:24:03.570><c> I'm</c><00:24:03.780><c> not</c><00:24:03.900><c> going</c><00:24:04.020><c> to</c><00:24:04.110><c> talk</c><00:24:04.200><c> about</c>

00:24:04.250 --> 00:24:04.260 align:start position:0%
what I'm not going to talk about
 

00:24:04.260 --> 00:24:06.470 align:start position:0%
what I'm not going to talk about
garbages<00:24:04.830><c> work</c><00:24:05.010><c> because</c><00:24:05.250><c> kind</c><00:24:05.700><c> of</c><00:24:05.790><c> 15</c><00:24:06.390><c> minutes</c>

00:24:06.470 --> 00:24:06.480 align:start position:0%
garbages work because kind of 15 minutes
 

00:24:06.480 --> 00:24:12.440 align:start position:0%
garbages work because kind of 15 minutes
but<00:24:07.140><c> get</c><00:24:07.460><c> okay</c><00:24:08.460><c> this</c><00:24:10.940><c> so</c><00:24:11.940><c> wanted</c><00:24:12.240><c> to</c><00:24:12.300><c> really</c>

00:24:12.440 --> 00:24:12.450 align:start position:0%
but get okay this so wanted to really
 

00:24:12.450 --> 00:24:14.660 align:start position:0%
but get okay this so wanted to really
talk<00:24:12.660><c> about</c><00:24:12.740><c> real-time</c><00:24:13.740><c> distributed</c><00:24:14.550><c> data</c>

00:24:14.660 --> 00:24:14.670 align:start position:0%
talk about real-time distributed data
 

00:24:14.670 --> 00:24:16.720 align:start position:0%
talk about real-time distributed data
sync<00:24:14.910><c> though</c><00:24:15.060><c> and</c><00:24:15.240><c> get</c><00:24:15.390><c> isn't</c><00:24:15.780><c> great</c><00:24:15.960><c> at</c><00:24:16.110><c> that</c>

00:24:16.720 --> 00:24:16.730 align:start position:0%
sync though and get isn't great at that
 

00:24:16.730 --> 00:24:20.000 align:start position:0%
sync though and get isn't great at that
so<00:24:17.730><c> how</c><00:24:17.850><c> do</c><00:24:17.910><c> you</c><00:24:17.970><c> do</c><00:24:18.120><c> real-time</c><00:24:18.920><c> that's</c><00:24:19.920><c> what</c>

00:24:20.000 --> 00:24:20.010 align:start position:0%
so how do you do real-time that's what
 

00:24:20.010 --> 00:24:23.100 align:start position:0%
so how do you do real-time that's what
you<00:24:20.070><c> need</c><00:24:20.220><c> to</c><00:24:20.250><c> build</c><00:24:20.430><c> applications</c>

00:24:23.100 --> 00:24:23.110 align:start position:0%
 
 

00:24:23.110 --> 00:24:24.690 align:start position:0%
 
so<00:24:23.620><c> every</c><00:24:23.769><c> time</c><00:24:23.919><c> we've</c><00:24:24.070><c> been</c><00:24:24.159><c> data</c><00:24:24.429><c> the</c><00:24:24.580><c> group</c>

00:24:24.690 --> 00:24:24.700 align:start position:0%
so every time we've been data the group
 

00:24:24.700 --> 00:24:27.240 align:start position:0%
so every time we've been data the group
has<00:24:24.850><c> changes</c><00:24:25.299><c> and</c><00:24:25.510><c> this</c><00:24:25.630><c> is</c><00:24:25.809><c> the</c><00:24:26.559><c> issue</c><00:24:26.679><c> with</c>

00:24:27.240 --> 00:24:27.250 align:start position:0%
has changes and this is the issue with
 

00:24:27.250 --> 00:24:30.000 align:start position:0%
has changes and this is the issue with
real-time<00:24:27.429><c> data</c><00:24:28.169><c> so</c><00:24:29.169><c> we</c><00:24:29.500><c> brought</c><00:24:29.649><c> it</c><00:24:29.769><c> up</c><00:24:29.919><c> to</c>

00:24:30.000 --> 00:24:30.010 align:start position:0%
real-time data so we brought it up to
 

00:24:30.010 --> 00:24:32.250 align:start position:0%
real-time data so we brought it up to
you<00:24:30.070><c> to</c><00:24:30.220><c> crypto</c><00:24:30.789><c> to</c><00:24:30.940><c> the</c><00:24:31.029><c> rescue</c><00:24:31.360><c> generate</c><00:24:32.230><c> a</c>

00:24:32.250 --> 00:24:32.260 align:start position:0%
you to crypto to the rescue generate a
 

00:24:32.260 --> 00:24:36.750 align:start position:0%
you to crypto to the rescue generate a
key<00:24:32.590><c> pair</c><00:24:32.830><c> a</c><00:24:33.100><c> public</c><00:24:33.580><c> key</c><00:24:33.760><c> and</c><00:24:33.789><c> secret</c><00:24:34.120><c> key</c><00:24:35.760><c> so</c>

00:24:36.750 --> 00:24:36.760 align:start position:0%
key pair a public key and secret key so
 

00:24:36.760 --> 00:24:38.190 align:start position:0%
key pair a public key and secret key so
say<00:24:36.909><c> someone</c><00:24:37.240><c> trusts</c><00:24:37.630><c> the</c><00:24:37.720><c> public</c><00:24:38.019><c> key</c><00:24:38.169><c> that</c>

00:24:38.190 --> 00:24:38.200 align:start position:0%
say someone trusts the public key that
 

00:24:38.200 --> 00:24:39.230 align:start position:0%
say someone trusts the public key that
I'm<00:24:38.440><c> sharing</c><00:24:38.590><c> you</c>

00:24:39.230 --> 00:24:39.240 align:start position:0%
I'm sharing you
 

00:24:39.240 --> 00:24:43.200 align:start position:0%
I'm sharing you
so<00:24:40.240><c> I</c><00:24:40.269><c> assign</c><00:24:40.570><c> the</c><00:24:40.690><c> group</c><00:24:40.720><c> of</c><00:24:41.380><c> a</c><00:24:41.830><c> of</c><00:24:42.640><c> the</c><00:24:42.909><c> rehash</c>

00:24:43.200 --> 00:24:43.210 align:start position:0%
so I assign the group of a of the rehash
 

00:24:43.210 --> 00:24:45.659 align:start position:0%
so I assign the group of a of the rehash
with<00:24:43.510><c> my</c><00:24:43.630><c> secret</c><00:24:43.899><c> key</c><00:24:44.019><c> and</c><00:24:44.289><c> then</c><00:24:45.279><c> as</c><00:24:45.399><c> I</c><00:24:45.519><c> add</c>

00:24:45.659 --> 00:24:45.669 align:start position:0%
with my secret key and then as I add
 

00:24:45.669 --> 00:24:50.250 align:start position:0%
with my secret key and then as I add
data<00:24:45.970><c> we</c><00:24:46.419><c> sign</c><00:24:46.659><c> the</c><00:24:46.809><c> new</c><00:24:46.960><c> group</c><00:24:48.029><c> right</c><00:24:49.140><c> so</c><00:24:50.140><c> then</c>

00:24:50.250 --> 00:24:50.260 align:start position:0%
data we sign the new group right so then
 

00:24:50.260 --> 00:24:53.279 align:start position:0%
data we sign the new group right so then
Bob<00:24:50.470><c> can</c><00:24:50.830><c> use</c><00:24:51.399><c> this</c><00:24:51.669><c> public</c><00:24:51.909><c> key</c><00:24:52.090><c> to</c><00:24:52.539><c> verify</c>

00:24:53.279 --> 00:24:53.289 align:start position:0%
Bob can use this public key to verify
 

00:24:53.289 --> 00:24:56.730 align:start position:0%
Bob can use this public key to verify
through<00:24:53.649><c> hash</c><00:24:53.919><c> signatures</c><00:24:54.340><c> over</c><00:24:54.490><c> time</c><00:24:55.740><c> this</c>

00:24:56.730 --> 00:24:56.740 align:start position:0%
through hash signatures over time this
 

00:24:56.740 --> 00:24:59.549 align:start position:0%
through hash signatures over time this
is<00:24:56.889><c> how</c><00:24:57.010><c> that</c><00:24:57.070><c> works</c><00:24:57.279><c> this</c><00:24:58.149><c> is</c><00:24:58.330><c> the</c><00:24:58.659><c> basic</c>

00:24:59.549 --> 00:24:59.559 align:start position:0%
is how that works this is the basic
 

00:24:59.559 --> 00:25:00.930 align:start position:0%
is how that works this is the basic
building<00:24:59.679><c> block</c><00:25:00.070><c> of</c><00:25:00.250><c> data</c><00:25:00.370><c> file</c><00:25:00.639><c> type</c><00:25:00.789><c> report</c>

00:25:00.930 --> 00:25:00.940 align:start position:0%
building block of data file type report
 

00:25:00.940 --> 00:25:02.580 align:start position:0%
building block of data file type report
which<00:25:01.750><c> took</c><00:25:01.899><c> about</c><00:25:02.110><c> four</c><00:25:02.320><c> years</c><00:25:02.440><c> of</c>

00:25:02.580 --> 00:25:02.590 align:start position:0%
which took about four years of
 

00:25:02.590 --> 00:25:04.139 align:start position:0%
which took about four years of
development<00:25:02.710><c> like</c><00:25:03.340><c> with</c><00:25:03.519><c> your</c><00:25:03.669><c> like</c><00:25:03.730><c> multiple</c>

00:25:04.139 --> 00:25:04.149 align:start position:0%
development like with your like multiple
 

00:25:04.149 --> 00:25:09.269 align:start position:0%
development like with your like multiple
cycles<00:25:04.559><c> of</c><00:25:05.559><c> development</c><00:25:07.470><c> and</c><00:25:08.470><c> this</c><00:25:08.649><c> is</c><00:25:08.830><c> hyper</c>

00:25:09.269 --> 00:25:09.279 align:start position:0%
cycles of development and this is hyper
 

00:25:09.279 --> 00:25:12.210 align:start position:0%
cycles of development and this is hyper
core<00:25:09.580><c> hyper</c><00:25:10.299><c> log</c><00:25:10.570><c> mr.</c><00:25:11.350><c> hyper</c><00:25:11.620><c> core</c><00:25:11.860><c> and</c><00:25:12.070><c> hyper</c>

00:25:12.210 --> 00:25:12.220 align:start position:0%
core hyper log mr. hyper core and hyper
 

00:25:12.220 --> 00:25:14.970 align:start position:0%
core hyper log mr. hyper core and hyper
ghor<00:25:12.370><c> protocol</c><00:25:12.960><c> so</c><00:25:13.960><c> what</c><00:25:14.289><c> people</c><00:25:14.440><c> be</c><00:25:14.679><c> doing</c><00:25:14.799><c> to</c>

00:25:14.970 --> 00:25:14.980 align:start position:0%
ghor protocol so what people be doing to
 

00:25:14.980 --> 00:25:16.440 align:start position:0%
ghor protocol so what people be doing to
build<00:25:15.130><c> applications</c><00:25:15.279><c> on</c><00:25:15.820><c> top</c><00:25:16.029><c> of</c><00:25:16.149><c> it</c><00:25:16.240><c> you</c><00:25:16.330><c> had</c>

00:25:16.440 --> 00:25:16.450 align:start position:0%
build applications on top of it you had
 

00:25:16.450 --> 00:25:20.310 align:start position:0%
build applications on top of it you had
some<00:25:16.630><c> storage</c><00:25:17.019><c> like</c><00:25:17.320><c> file</c><00:25:17.590><c> system</c><00:25:18.100><c> or</c><00:25:18.690><c> s3</c><00:25:19.690><c> or</c>

00:25:20.310 --> 00:25:20.320 align:start position:0%
some storage like file system or s3 or
 

00:25:20.320 --> 00:25:24.299 align:start position:0%
some storage like file system or s3 or
maybe<00:25:20.620><c> browser</c><00:25:21.070><c> cache</c><00:25:23.010><c> generating</c><00:25:24.010><c> index</c>

00:25:24.299 --> 00:25:24.309 align:start position:0%
maybe browser cache generating index
 

00:25:24.309 --> 00:25:27.419 align:start position:0%
maybe browser cache generating index
over<00:25:24.730><c> the</c><00:25:24.940><c> data</c><00:25:25.380><c> so</c><00:25:26.380><c> say</c><00:25:26.740><c> you</c><00:25:26.799><c> want</c><00:25:26.889><c> to</c><00:25:27.130><c> fetch</c>

00:25:27.419 --> 00:25:27.429 align:start position:0%
over the data so say you want to fetch
 

00:25:27.429 --> 00:25:29.879 align:start position:0%
over the data so say you want to fetch
or<00:25:27.909><c> query</c><00:25:28.240><c> that</c><00:25:28.419><c> data</c><00:25:28.630><c> in</c><00:25:28.720><c> some</c><00:25:28.960><c> way</c><00:25:29.139><c> as</c><00:25:29.679><c> it's</c>

00:25:29.879 --> 00:25:29.889 align:start position:0%
or query that data in some way as it's
 

00:25:29.889 --> 00:25:31.759 align:start position:0%
or query that data in some way as it's
coming<00:25:30.070><c> in</c><00:25:30.279><c> you</c><00:25:30.460><c> you</c><00:25:30.669><c> create</c><00:25:30.909><c> indexes</c><00:25:31.269><c> over</c><00:25:31.419><c> it</c>

00:25:31.759 --> 00:25:31.769 align:start position:0%
coming in you you create indexes over it
 

00:25:31.769 --> 00:25:34.590 align:start position:0%
coming in you you create indexes over it
and<00:25:32.769><c> that's</c><00:25:32.950><c> really</c><00:25:33.220><c> a</c><00:25:33.519><c> database</c><00:25:34.029><c> right</c><00:25:34.419><c> so</c>

00:25:34.590 --> 00:25:34.600 align:start position:0%
and that's really a database right so
 

00:25:34.600 --> 00:25:35.970 align:start position:0%
and that's really a database right so
then<00:25:34.750><c> people</c><00:25:34.929><c> can</c><00:25:35.139><c> start</c><00:25:35.380><c> creating</c>

00:25:35.970 --> 00:25:35.980 align:start position:0%
then people can start creating
 

00:25:35.980 --> 00:25:39.600 align:start position:0%
then people can start creating
applications<00:25:36.899><c> then</c><00:25:37.899><c> you</c><00:25:37.990><c> have</c><00:25:38.110><c> a</c><00:25:38.139><c> network</c><00:25:38.610><c> so</c>

00:25:39.600 --> 00:25:39.610 align:start position:0%
applications then you have a network so
 

00:25:39.610 --> 00:25:42.720 align:start position:0%
applications then you have a network so
everything<00:25:40.000><c> is</c><00:25:40.120><c> built</c><00:25:40.360><c> in</c><00:25:40.659><c> a</c><00:25:40.809><c> modular</c><00:25:40.990><c> way</c><00:25:41.730><c> we</c>

00:25:42.720 --> 00:25:42.730 align:start position:0%
everything is built in a modular way we
 

00:25:42.730 --> 00:25:44.310 align:start position:0%
everything is built in a modular way we
don't<00:25:42.850><c> say</c><00:25:43.269><c> that</c><00:25:43.480><c> you</c><00:25:43.539><c> have</c><00:25:43.690><c> to</c><00:25:43.809><c> use</c><00:25:43.929><c> any</c><00:25:44.110><c> sort</c>

00:25:44.310 --> 00:25:44.320 align:start position:0%
don't say that you have to use any sort
 

00:25:44.320 --> 00:25:45.720 align:start position:0%
don't say that you have to use any sort
of<00:25:44.440><c> networking</c><00:25:44.860><c> protocol</c>

00:25:45.720 --> 00:25:45.730 align:start position:0%
of networking protocol
 

00:25:45.730 --> 00:25:49.440 align:start position:0%
of networking protocol
you<00:25:46.419><c> just</c><00:25:46.600><c> have</c><00:25:46.750><c> to</c><00:25:47.190><c> somehow</c><00:25:48.190><c> replicate</c><00:25:49.000><c> pipe</c>

00:25:49.440 --> 00:25:49.450 align:start position:0%
you just have to somehow replicate pipe
 

00:25:49.450 --> 00:25:51.810 align:start position:0%
you just have to somehow replicate pipe
type<00:25:49.720><c> of</c><00:25:49.870><c> data</c><00:25:50.049><c> in</c><00:25:50.260><c> to</c><00:25:51.159><c> the</c><00:25:51.279><c> network</c><00:25:51.549><c> and</c><00:25:51.700><c> then</c>

00:25:51.810 --> 00:25:51.820 align:start position:0%
type of data in to the network and then
 

00:25:51.820 --> 00:25:53.539 align:start position:0%
type of data in to the network and then
get<00:25:51.940><c> it</c><00:25:52.059><c> out</c><00:25:52.120><c> on</c><00:25:52.179><c> the</c><00:25:52.330><c> other</c><00:25:52.360><c> side</c><00:25:52.510><c> so</c>

00:25:53.539 --> 00:25:53.549 align:start position:0%
get it out on the other side so
 

00:25:53.549 --> 00:26:01.159 align:start position:0%
get it out on the other side so
we<00:25:53.700><c> use</c><00:25:53.999><c> WebRTC</c><00:25:55.820><c> they</c><00:25:56.820><c> use</c><00:25:57.259><c> UTP</c><00:25:59.749><c> empty</c><00:26:00.749><c> NS</c><00:26:00.960><c> to</c>

00:26:01.159 --> 00:26:01.169 align:start position:0%
we use WebRTC they use UTP empty NS to
 

00:26:01.169 --> 00:26:04.820 align:start position:0%
we use WebRTC they use UTP empty NS to
find<00:26:01.350><c> Pierce</c><00:26:01.649><c> is</c><00:26:02.100><c> DHT</c><00:26:03.499><c> it's</c><00:26:04.499><c> very</c><00:26:04.679><c> modular</c>

00:26:04.820 --> 00:26:04.830 align:start position:0%
find Pierce is DHT it's very modular
 

00:26:04.830 --> 00:26:06.560 align:start position:0%
find Pierce is DHT it's very modular
people<00:26:05.580><c> kind</c><00:26:05.759><c> of</c><00:26:05.789><c> put</c><00:26:05.850><c> things</c><00:26:06.210><c> together</c><00:26:06.360><c> I</c>

00:26:06.560 --> 00:26:06.570 align:start position:0%
people kind of put things together I
 

00:26:06.570 --> 00:26:09.970 align:start position:0%
people kind of put things together I
think<00:26:07.879><c> so</c><00:26:08.879><c> this</c><00:26:09.029><c> is</c><00:26:09.179><c> the</c><00:26:09.269><c> foundational</c>

00:26:09.970 --> 00:26:09.980 align:start position:0%
think so this is the foundational
 

00:26:09.980 --> 00:26:12.409 align:start position:0%
think so this is the foundational
building<00:26:10.980><c> blocks</c><00:26:11.190><c> of</c><00:26:11.489><c> our</c><00:26:11.759><c> my</c><00:26:11.970><c> paper</c><00:26:12.239><c> which</c>

00:26:12.409 --> 00:26:12.419 align:start position:0%
building blocks of our my paper which
 

00:26:12.419 --> 00:26:16.279 align:start position:0%
building blocks of our my paper which
came<00:26:12.600><c> out</c><00:26:12.720><c> in</c><00:26:13.789><c> 2017</c><00:26:14.929><c> it's</c><00:26:15.929><c> part</c><00:26:16.169><c> of</c><00:26:16.200><c> the</c>

00:26:16.279 --> 00:26:16.289 align:start position:0%
came out in 2017 it's part of the
 

00:26:16.289 --> 00:26:17.899 align:start position:0%
came out in 2017 it's part of the
nonprofit<00:26:16.470><c> called</c><00:26:17.159><c> the</c><00:26:17.249><c> hood</c><00:26:17.399><c> for</c><00:26:17.549><c> science</c>

00:26:17.899 --> 00:26:17.909 align:start position:0%
nonprofit called the hood for science
 

00:26:17.909 --> 00:26:21.619 align:start position:0%
nonprofit called the hood for science
which<00:26:18.149><c> means</c><00:26:18.389><c> fact</c><00:26:18.539><c> I</c><00:26:18.690><c> found</c><00:26:18.899><c> it</c><00:26:20.389><c> so</c><00:26:21.389><c> now</c><00:26:21.480><c> we're</c>

00:26:21.619 --> 00:26:21.629 align:start position:0%
which means fact I found it so now we're
 

00:26:21.629 --> 00:26:24.139 align:start position:0%
which means fact I found it so now we're
never<00:26:21.720><c> like</c><00:26:21.929><c> 7,000</c><00:26:22.649><c> downloads</c><00:26:22.739><c> a</c><00:26:23.039><c> week</c><00:26:23.190><c> on</c><00:26:23.700><c> NPM</c>

00:26:24.139 --> 00:26:24.149 align:start position:0%
never like 7,000 downloads a week on NPM
 

00:26:24.149 --> 00:26:26.810 align:start position:0%
never like 7,000 downloads a week on NPM
derp<00:26:24.749><c> all</c><00:26:24.840><c> the</c><00:26:24.929><c> modules</c><00:26:25.080><c> and</c><00:26:26.009><c> about</c><00:26:26.639><c> like</c>

00:26:26.810 --> 00:26:26.820 align:start position:0%
derp all the modules and about like
 

00:26:26.820 --> 00:26:28.759 align:start position:0%
derp all the modules and about like
1,500<00:26:27.419><c> dependent</c><00:26:27.749><c> projects</c><00:26:28.169><c> that</c><00:26:28.559><c> we</c><00:26:28.649><c> know</c>

00:26:28.759 --> 00:26:28.769 align:start position:0%
1,500 dependent projects that we know
 

00:26:28.769 --> 00:26:31.669 align:start position:0%
1,500 dependent projects that we know
how<00:26:28.859><c> to</c><00:26:28.919><c> play</c><00:26:29.039><c> through</c><00:26:30.139><c> you</c><00:26:31.139><c> know</c><00:26:31.259><c> internet</c>

00:26:31.669 --> 00:26:31.679 align:start position:0%
how to play through you know internet
 

00:26:31.679 --> 00:26:36.440 align:start position:0%
how to play through you know internet
scraping<00:26:34.190><c> create</c><00:26:35.190><c> our</c><00:26:35.309><c> own</c><00:26:35.340><c> dog</c><00:26:35.580><c> food</c><00:26:35.609><c> also</c><00:26:36.119><c> so</c>

00:26:36.440 --> 00:26:36.450 align:start position:0%
scraping create our own dog food also so
 

00:26:36.450 --> 00:26:39.049 align:start position:0%
scraping create our own dog food also so
I<00:26:37.039><c> went</c><00:26:38.039><c> often</c><00:26:38.460><c> for</c><00:26:38.700><c> a</c><00:26:38.759><c> couple</c><00:26:38.999><c> years</c>

00:26:39.049 --> 00:26:39.059 align:start position:0%
I went often for a couple years
 

00:26:39.059 --> 00:26:43.489 align:start position:0%
I went often for a couple years
contracted<00:26:40.019><c> with</c><00:26:40.169><c> a</c><00:26:40.590><c> couple</c><00:26:41.009><c> places</c><00:26:42.499><c> Matthias</c>

00:26:43.489 --> 00:26:43.499 align:start position:0%
contracted with a couple places Matthias
 

00:26:43.499 --> 00:26:47.930 align:start position:0%
contracted with a couple places Matthias
and<00:26:43.619><c> Max</c><00:26:43.859><c> as</c><00:26:44.039><c> well</c><00:26:44.600><c> and</c><00:26:46.820><c> started</c><00:26:47.820><c> building</c>

00:26:47.930 --> 00:26:47.940 align:start position:0%
and Max as well and started building
 

00:26:47.940 --> 00:26:51.259 align:start position:0%
and Max as well and started building
applications<00:26:48.570><c> on</c><00:26:48.690><c> top</c><00:26:48.720><c> of</c><00:26:48.989><c> this</c><00:26:49.970><c> and</c><00:26:50.970><c> we</c><00:26:51.059><c> start</c>

00:26:51.259 --> 00:26:51.269 align:start position:0%
applications on top of this and we start
 

00:26:51.269 --> 00:26:52.549 align:start position:0%
applications on top of this and we start
anticipating<00:26:51.480><c> in</c><00:26:51.869><c> the</c><00:26:51.929><c> community</c><00:26:52.320><c> start</c>

00:26:52.549 --> 00:26:52.559 align:start position:0%
anticipating in the community start
 

00:26:52.559 --> 00:26:56.899 align:start position:0%
anticipating in the community start
community<00:26:52.919><c> grew</c><00:26:53.879><c> over</c><00:26:54.720><c> time</c><00:26:55.519><c> so</c><00:26:56.519><c> building</c><00:26:56.789><c> you</c>

00:26:56.899 --> 00:26:56.909 align:start position:0%
community grew over time so building you
 

00:26:56.909 --> 00:26:58.970 align:start position:0%
community grew over time so building you
user<00:26:57.119><c> interfaces</c><00:26:57.749><c> on</c><00:26:57.929><c> top</c><00:26:58.109><c> of</c><00:26:58.230><c> the</c><00:26:58.350><c> stuff</c>

00:26:58.970 --> 00:26:58.980 align:start position:0%
user interfaces on top of the stuff
 

00:26:58.980 --> 00:27:01.639 align:start position:0%
user interfaces on top of the stuff
one<00:26:59.940><c> of</c><00:27:00.029><c> the</c><00:27:00.090><c> biggest</c><00:27:00.539><c> purse</c><00:27:01.109><c> user</c><00:27:01.320><c> interface'</c>

00:27:01.639 --> 00:27:01.649 align:start position:0%
one of the biggest purse user interface'
 

00:27:01.649 --> 00:27:03.909 align:start position:0%
one of the biggest purse user interface'
speaker<00:27:02.039><c> browser</c><00:27:02.249><c> which</c><00:27:02.999><c> is</c><00:27:03.029><c> a</c><00:27:03.179><c> web</c><00:27:03.389><c> browser</c>

00:27:03.909 --> 00:27:03.919 align:start position:0%
speaker browser which is a web browser
 

00:27:03.919 --> 00:27:09.470 align:start position:0%
speaker browser which is a web browser
they<00:27:04.919><c> uses</c><00:27:05.249><c> debt</c><00:27:05.489><c> to</c><00:27:05.879><c> send</c><00:27:06.299><c> data</c><00:27:06.480><c> around</c>

00:27:09.470 --> 00:27:09.480 align:start position:0%
 
 

00:27:09.480 --> 00:27:12.019 align:start position:0%
 
there's<00:27:10.260><c> also</c><00:27:10.440><c> another</c><00:27:10.649><c> big</c><00:27:11.010><c> one</c><00:27:11.190><c> that</c><00:27:11.760><c> I</c><00:27:11.789><c> got</c>

00:27:12.019 --> 00:27:12.029 align:start position:0%
there's also another big one that I got
 

00:27:12.029 --> 00:27:13.480 align:start position:0%
there's also another big one that I got
personally<00:27:12.510><c> involved</c><00:27:12.690><c> in</c><00:27:12.870><c> called</c><00:27:13.139><c> that</c><00:27:13.289><c> bale</c>

00:27:13.480 --> 00:27:13.490 align:start position:0%
personally involved in called that bale
 

00:27:13.490 --> 00:27:17.000 align:start position:0%
personally involved in called that bale
which<00:27:14.490><c> is</c><00:27:14.580><c> a</c><00:27:14.610><c> collaborative</c><00:27:15.059><c> map</c><00:27:15.330><c> editor</c><00:27:16.010><c> to</c>

00:27:17.000 --> 00:27:17.010 align:start position:0%
which is a collaborative map editor to
 

00:27:17.010 --> 00:27:18.830 align:start position:0%
which is a collaborative map editor to
take<00:27:17.190><c> the</c><00:27:17.279><c> OpenStreetMap</c><00:27:17.700><c> interface</c><00:27:18.299><c> put</c><00:27:18.750><c> in</c>

00:27:18.830 --> 00:27:18.840 align:start position:0%
take the OpenStreetMap interface put in
 

00:27:18.840 --> 00:27:21.860 align:start position:0%
take the OpenStreetMap interface put in
a<00:27:18.929><c> desktop</c><00:27:19.289><c> app</c><00:27:19.470><c> and</c><00:27:20.010><c> put</c><00:27:20.870><c> peer-to-peer</c>

00:27:21.860 --> 00:27:21.870 align:start position:0%
a desktop app and put peer-to-peer
 

00:27:21.870 --> 00:27:25.970 align:start position:0%
a desktop app and put peer-to-peer
back-end<00:27:22.409><c> ready</c><00:27:23.750><c> we</c><00:27:24.750><c> work</c><00:27:24.899><c> with</c><00:27:25.080><c> monitors</c><00:27:25.799><c> and</c>

00:27:25.970 --> 00:27:25.980 align:start position:0%
back-end ready we work with monitors and
 

00:27:25.980 --> 00:27:30.379 align:start position:0%
back-end ready we work with monitors and
Peru<00:27:26.250><c> and</c><00:27:26.580><c> Ecuador</c><00:27:27.149><c> and</c><00:27:28.080><c> Guiana</c><00:27:28.700><c> to</c><00:27:29.700><c> map</c><00:27:30.179><c> their</c>

00:27:30.379 --> 00:27:30.389 align:start position:0%
Peru and Ecuador and Guiana to map their
 

00:27:30.389 --> 00:27:32.480 align:start position:0%
Peru and Ecuador and Guiana to map their
territories<00:27:30.929><c> there's</c><00:27:31.679><c> also</c><00:27:31.830><c> a</c><00:27:31.980><c> mobile</c><00:27:32.220><c> app</c>

00:27:32.480 --> 00:27:32.490 align:start position:0%
territories there's also a mobile app
 

00:27:32.490 --> 00:27:36.620 align:start position:0%
territories there's also a mobile app
that<00:27:32.789><c> uses</c><00:27:33.419><c> that</c><00:27:33.779><c> using</c><00:27:34.559><c> node.js</c><00:27:34.830><c> mobile</c><00:27:35.630><c> so</c>

00:27:36.620 --> 00:27:36.630 align:start position:0%
that uses that using node.js mobile so
 

00:27:36.630 --> 00:27:38.810 align:start position:0%
that uses that using node.js mobile so
they<00:27:36.779><c> connect</c><00:27:37.169><c> they</c><00:27:37.649><c> take</c><00:27:38.100><c> pictures</c><00:27:38.460><c> of</c>

00:27:38.810 --> 00:27:38.820 align:start position:0%
they connect they take pictures of
 

00:27:38.820 --> 00:27:41.450 align:start position:0%
they connect they take pictures of
forest<00:27:39.330><c> and</c><00:27:39.740><c> oil</c><00:27:40.740><c> spills</c><00:27:40.860><c> that</c><00:27:41.159><c> are</c><00:27:41.309><c> happening</c>

00:27:41.450 --> 00:27:41.460 align:start position:0%
forest and oil spills that are happening
 

00:27:41.460 --> 00:27:44.659 align:start position:0%
forest and oil spills that are happening
and<00:27:42.000><c> they</c><00:27:42.330><c> put</c><00:27:42.510><c> them</c><00:27:42.630><c> on</c><00:27:42.750><c> a</c><00:27:42.809><c> map</c><00:27:43.460><c> and</c><00:27:44.460><c> together</c>

00:27:44.659 --> 00:27:44.669 align:start position:0%
and they put them on a map and together
 

00:27:44.669 --> 00:27:46.250 align:start position:0%
and they put them on a map and together
they<00:27:44.970><c> collaborate</c><00:27:45.510><c> with</c><00:27:45.630><c> the</c><00:27:45.720><c> community</c><00:27:45.750><c> so</c>

00:27:46.250 --> 00:27:46.260 align:start position:0%
they collaborate with the community so
 

00:27:46.260 --> 00:27:47.480 align:start position:0%
they collaborate with the community so
everything<00:27:46.590><c> has</c><00:27:46.710><c> to</c><00:27:46.799><c> be</c><00:27:46.889><c> offline</c><00:27:47.250><c> we're</c>

00:27:47.480 --> 00:27:47.490 align:start position:0%
everything has to be offline we're
 

00:27:47.490 --> 00:27:50.509 align:start position:0%
everything has to be offline we're
talking<00:27:47.700><c> like</c><00:27:47.789><c> six</c><00:27:48.179><c> hours</c><00:27:48.360><c> in</c><00:27:48.720><c> canoe</c><00:27:49.519><c> they</c>

00:27:50.509 --> 00:27:50.519 align:start position:0%
talking like six hours in canoe they
 

00:27:50.519 --> 00:27:52.039 align:start position:0%
talking like six hours in canoe they
can't<00:27:50.850><c> have</c><00:27:51.090><c> access</c><00:27:51.240><c> a</c><00:27:51.539><c> minute</c><00:27:51.809><c> there</c><00:27:51.929><c> I'm</c>

00:27:52.039 --> 00:27:52.049 align:start position:0%
can't have access a minute there I'm
 

00:27:52.049 --> 00:27:54.320 align:start position:0%
can't have access a minute there I'm
accessing<00:27:52.350><c> it</c><00:27:52.710><c> and</c><00:27:52.980><c> then</c><00:27:53.789><c> they</c><00:27:53.880><c> create</c><00:27:54.120><c> maps</c>

00:27:54.320 --> 00:27:54.330 align:start position:0%
accessing it and then they create maps
 

00:27:54.330 --> 00:27:56.930 align:start position:0%
accessing it and then they create maps
and<00:27:54.570><c> sent</c><00:27:54.750><c> them</c><00:27:54.840><c> out</c><00:27:54.929><c> offline</c><00:27:55.320><c> and</c><00:27:55.789><c> they</c><00:27:56.789><c> use</c>

00:27:56.930 --> 00:27:56.940 align:start position:0%
and sent them out offline and they use
 

00:27:56.940 --> 00:27:59.259 align:start position:0%
and sent them out offline and they use
them<00:27:57.210><c> in</c><00:27:57.419><c> campaigns</c><00:27:58.139><c> and</c><00:27:58.529><c> in</c><00:27:58.740><c> legal</c><00:27:58.860><c> defense</c>

00:27:59.259 --> 00:27:59.269 align:start position:0%
them in campaigns and in legal defense
 

00:27:59.269 --> 00:28:02.120 align:start position:0%
them in campaigns and in legal defense
they<00:28:00.269><c> recently</c><00:28:00.690><c> won</c><00:28:00.899><c> an</c><00:28:01.169><c> amazing</c><00:28:01.620><c> campaign</c><00:28:01.980><c> in</c>

00:28:02.120 --> 00:28:02.130 align:start position:0%
they recently won an amazing campaign in
 

00:28:02.130 --> 00:28:04.669 align:start position:0%
they recently won an amazing campaign in
Ecuador<00:28:02.519><c> and</c><00:28:02.850><c> protected</c><00:28:03.539><c> a</c><00:28:03.870><c> lot</c><00:28:04.230><c> of</c><00:28:04.289><c> millions</c>

00:28:04.669 --> 00:28:04.679 align:start position:0%
Ecuador and protected a lot of millions
 

00:28:04.679 --> 00:28:07.039 align:start position:0%
Ecuador and protected a lot of millions
of<00:28:04.769><c> acres</c><00:28:04.919><c> of</c><00:28:05.370><c> pristine</c><00:28:05.850><c> rainforest</c><00:28:06.149><c> using</c>

00:28:07.039 --> 00:28:07.049 align:start position:0%
of acres of pristine rainforest using
 

00:28:07.049 --> 00:28:12.409 align:start position:0%
of acres of pristine rainforest using
the<00:28:07.110><c> technology</c><00:28:10.100><c> pure</c><00:28:11.100><c> Maps</c><00:28:11.279><c> is</c><00:28:11.429><c> another</c><00:28:11.669><c> one</c>

00:28:12.409 --> 00:28:12.419 align:start position:0%
the technology pure Maps is another one
 

00:28:12.419 --> 00:28:14.149 align:start position:0%
the technology pure Maps is another one
but<00:28:12.630><c> this</c><00:28:12.720><c> is</c><00:28:12.779><c> not</c><00:28:13.350><c> about</c><00:28:13.440><c> local</c><00:28:14.010><c> and</c>

00:28:14.149 --> 00:28:14.159 align:start position:0%
but this is not about local and
 

00:28:14.159 --> 00:28:16.190 align:start position:0%
but this is not about local and
collaborative<00:28:14.820><c> editing</c><00:28:15.600><c> it's</c><00:28:15.870><c> about</c><00:28:15.960><c> taking</c>

00:28:16.190 --> 00:28:16.200 align:start position:0%
collaborative editing it's about taking
 

00:28:16.200 --> 00:28:18.169 align:start position:0%
collaborative editing it's about taking
OpenStreetMap<00:28:16.980><c> pickles</c><00:28:17.340><c> OpenStreetMap</c><00:28:18.029><c> and</c>

00:28:18.169 --> 00:28:18.179 align:start position:0%
OpenStreetMap pickles OpenStreetMap and
 

00:28:18.179 --> 00:28:19.759 align:start position:0%
OpenStreetMap pickles OpenStreetMap and
distributing<00:28:18.510><c> it</c><00:28:18.779><c> across</c><00:28:19.019><c> the</c><00:28:19.529><c> internet</c>

00:28:19.759 --> 00:28:19.769 align:start position:0%
distributing it across the internet
 

00:28:19.769 --> 00:28:21.769 align:start position:0%
distributing it across the internet
really<00:28:20.429><c> literally</c><00:28:20.909><c> taking</c><00:28:21.299><c> the</c><00:28:21.360><c> principles</c>

00:28:21.769 --> 00:28:21.779 align:start position:0%
really literally taking the principles
 

00:28:21.779 --> 00:28:23.299 align:start position:0%
really literally taking the principles
of<00:28:21.899><c> BitTorrent</c><00:28:22.110><c> and</c><00:28:22.500><c> study</c><00:28:22.740><c> at</c><00:28:22.860><c> home</c><00:28:23.039><c> and</c>

00:28:23.299 --> 00:28:23.309 align:start position:0%
of BitTorrent and study at home and
 

00:28:23.309 --> 00:28:26.210 align:start position:0%
of BitTorrent and study at home and
applying<00:28:23.580><c> them</c><00:28:23.760><c> to</c><00:28:23.820><c> OpenStreetMap</c><00:28:24.630><c> and</c><00:28:25.220><c> and</c>

00:28:26.210 --> 00:28:26.220 align:start position:0%
applying them to OpenStreetMap and and
 

00:28:26.220 --> 00:28:27.950 align:start position:0%
applying them to OpenStreetMap and and
there's<00:28:26.429><c> they're</c><00:28:26.730><c> actively</c><00:28:27.570><c> working</c><00:28:27.809><c> on</c>

00:28:27.950 --> 00:28:27.960 align:start position:0%
there's they're actively working on
 

00:28:27.960 --> 00:28:29.269 align:start position:0%
there's they're actively working on
stuff<00:28:28.200><c> it's</c><00:28:28.350><c> really</c><00:28:28.529><c> amazing</c><00:28:28.679><c> if</c><00:28:28.980><c> you</c><00:28:29.039><c> want</c><00:28:29.220><c> to</c>

00:28:29.269 --> 00:28:29.279 align:start position:0%
stuff it's really amazing if you want to
 

00:28:29.279 --> 00:28:32.810 align:start position:0%
stuff it's really amazing if you want to
watch<00:28:29.370><c> them</c><00:28:30.980><c> the</c><00:28:31.980><c> two</c><00:28:32.159><c> more</c><00:28:32.340><c> care</c><00:28:32.519><c> social</c>

00:28:32.810 --> 00:28:32.820 align:start position:0%
watch them the two more care social
 

00:28:32.820 --> 00:28:34.310 align:start position:0%
watch them the two more care social
media<00:28:33.029><c> so</c><00:28:33.210><c> there's</c><00:28:33.330><c> a</c><00:28:33.450><c> chat</c><00:28:33.659><c> app</c><00:28:33.840><c> built</c><00:28:34.139><c> on</c>

00:28:34.310 --> 00:28:34.320 align:start position:0%
media so there's a chat app built on
 

00:28:34.320 --> 00:28:37.190 align:start position:0%
media so there's a chat app built on
this<00:28:34.440><c> called</c><00:28:34.740><c> cabal</c><00:28:36.049><c> there's</c><00:28:37.049><c> a</c>

00:28:37.190 --> 00:28:37.200 align:start position:0%
this called cabal there's a
 

00:28:37.200 --> 00:28:38.840 align:start position:0%
this called cabal there's a
collaborative<00:28:37.620><c> workspaces</c><00:28:38.070><c> called</c><00:28:38.429><c> pushpin</c>

00:28:38.840 --> 00:28:38.850 align:start position:0%
collaborative workspaces called pushpin
 

00:28:38.850 --> 00:28:40.490 align:start position:0%
collaborative workspaces called pushpin
these<00:28:39.360><c> are</c><00:28:39.450><c> all</c><00:28:39.510><c> desktop</c><00:28:39.870><c> apps</c><00:28:40.080><c> by</c><00:28:40.320><c> the</c><00:28:40.380><c> way</c>

00:28:40.490 --> 00:28:40.500 align:start position:0%
these are all desktop apps by the way
 

00:28:40.500 --> 00:28:44.350 align:start position:0%
these are all desktop apps by the way
and<00:28:40.710><c> then</c><00:28:41.490><c> mobile</c><00:28:41.789><c> apps</c>

00:28:44.350 --> 00:28:44.360 align:start position:0%
 
 

00:28:44.360 --> 00:28:47.330 align:start position:0%
 
there's<00:28:45.360><c> a</c><00:28:45.450><c> scientific</c><00:28:45.810><c> data</c><00:28:46.110><c> network</c><00:28:46.440><c> so</c><00:28:46.980><c> dry</c>

00:28:47.330 --> 00:28:47.340 align:start position:0%
there's a scientific data network so dry
 

00:28:47.340 --> 00:28:49.250 align:start position:0%
there's a scientific data network so dry
adamant<00:28:47.760><c> Californians</c><00:28:48.360><c> internal</c><00:28:48.570><c> library</c><00:28:48.900><c> is</c>

00:28:49.250 --> 00:28:49.260 align:start position:0%
adamant Californians internal library is
 

00:28:49.260 --> 00:28:50.570 align:start position:0%
adamant Californians internal library is
collaborating<00:28:49.710><c> with</c><00:28:49.800><c> the</c><00:28:50.010><c> University</c><00:28:50.520><c> of</c>

00:28:50.570 --> 00:28:50.580 align:start position:0%
collaborating with the University of
 

00:28:50.580 --> 00:28:52.430 align:start position:0%
collaborating with the University of
California<00:28:51.090><c> to</c><00:28:51.300><c> distribute</c><00:28:51.990><c> data</c><00:28:52.170><c> sets</c>

00:28:52.430 --> 00:28:52.440 align:start position:0%
California to distribute data sets
 

00:28:52.440 --> 00:28:56.120 align:start position:0%
California to distribute data sets
across<00:28:53.040><c> they</c><00:28:53.880><c> are</c><00:28:54.000><c> data</c><00:28:54.210><c> centers</c><00:28:55.070><c> with</c><00:28:56.070><c> a</c>

00:28:56.120 --> 00:28:56.130 align:start position:0%
across they are data centers with a
 

00:28:56.130 --> 00:28:57.410 align:start position:0%
across they are data centers with a
cooperative<00:28:56.490><c> posting</c><00:28:56.790><c> network</c><00:28:57.030><c> called</c><00:28:57.240><c> Co</c>

00:28:57.410 --> 00:28:57.420 align:start position:0%
cooperative posting network called Co
 

00:28:57.420 --> 00:29:00.020 align:start position:0%
cooperative posting network called Co
box<00:28:57.630><c> they're</c><00:28:58.290><c> actually</c><00:28:58.560><c> pretty</c><00:28:58.770><c> new</c><00:28:59.030><c> and</c>

00:29:00.020 --> 00:29:00.030 align:start position:0%
box they're actually pretty new and
 

00:29:00.030 --> 00:29:01.460 align:start position:0%
box they're actually pretty new and
they've<00:29:00.150><c> done</c><00:29:00.300><c> a</c><00:29:00.360><c> lot</c><00:29:00.720><c> of</c><00:29:00.750><c> amazing</c><00:29:01.020><c> work</c><00:29:01.350><c> in</c>

00:29:01.460 --> 00:29:01.470 align:start position:0%
they've done a lot of amazing work in
 

00:29:01.470 --> 00:29:03.260 align:start position:0%
they've done a lot of amazing work in
the<00:29:01.530><c> past</c><00:29:01.740><c> three</c><00:29:01.980><c> months</c><00:29:02.010><c> it's</c><00:29:02.370><c> like</c><00:29:02.460><c> wild</c>

00:29:03.260 --> 00:29:03.270 align:start position:0%
the past three months it's like wild
 

00:29:03.270 --> 00:29:04.970 align:start position:0%
the past three months it's like wild
watch<00:29:03.540><c> them</c><00:29:03.750><c> live</c><00:29:03.900><c> on</c><00:29:04.260><c> github</c><00:29:04.650><c> so</c><00:29:04.710><c> you</c><00:29:04.860><c> should</c>

00:29:04.970 --> 00:29:04.980 align:start position:0%
watch them live on github so you should
 

00:29:04.980 --> 00:29:07.220 align:start position:0%
watch them live on github so you should
totally<00:29:05.160><c> check</c><00:29:05.280><c> them</c><00:29:05.550><c> out</c><00:29:05.640><c> they're</c><00:29:06.270><c> doing</c><00:29:07.170><c> a</c>

00:29:07.220 --> 00:29:07.230 align:start position:0%
totally check them out they're doing a
 

00:29:07.230 --> 00:29:09.560 align:start position:0%
totally check them out they're doing a
lot<00:29:07.320><c> of</c><00:29:07.380><c> like</c><00:29:07.820><c> multiple</c><00:29:08.820><c> writers</c><00:29:09.030><c> and</c><00:29:09.420><c> like</c>

00:29:09.560 --> 00:29:09.570 align:start position:0%
lot of like multiple writers and like
 

00:29:09.570 --> 00:29:11.780 align:start position:0%
lot of like multiple writers and like
preserve<00:29:10.350><c> resolving</c><00:29:10.920><c> conflicts</c><00:29:11.490><c> and</c><00:29:11.580><c> stuff</c>

00:29:11.780 --> 00:29:11.790 align:start position:0%
preserve resolving conflicts and stuff
 

00:29:11.790 --> 00:29:14.240 align:start position:0%
preserve resolving conflicts and stuff
and<00:29:12.000><c> Klaus</c><00:29:12.210><c> is</c><00:29:12.420><c> Simmons</c><00:29:12.750><c> for</c><00:29:12.870><c> the</c><00:29:12.930><c> book</c><00:29:13.250><c> ara</c>

00:29:14.240 --> 00:29:14.250 align:start position:0%
and Klaus is Simmons for the book ara
 

00:29:14.250 --> 00:29:17.150 align:start position:0%
and Klaus is Simmons for the book ara
it's<00:29:14.700><c> a</c><00:29:14.760><c> constant</c><00:29:15.090><c> record</c><00:29:15.360><c> network</c><00:29:16.160><c> they've</c>

00:29:17.150 --> 00:29:17.160 align:start position:0%
it's a constant record network they've
 

00:29:17.160 --> 00:29:18.740 align:start position:0%
it's a constant record network they've
also<00:29:17.340><c> put</c><00:29:17.580><c> on</c><00:29:17.670><c> much</c><00:29:17.820><c> ss1</c><00:29:18.210><c> github</c>

00:29:18.740 --> 00:29:18.750 align:start position:0%
also put on much ss1 github
 

00:29:18.750 --> 00:29:21.440 align:start position:0%
also put on much ss1 github
they're<00:29:19.470><c> more</c><00:29:19.890><c> aetherium</c><00:29:20.310><c> focused</c><00:29:20.640><c> so</c><00:29:21.180><c> and</c>

00:29:21.440 --> 00:29:21.450 align:start position:0%
they're more aetherium focused so and
 

00:29:21.450 --> 00:29:23.810 align:start position:0%
they're more aetherium focused so and
then<00:29:21.990><c> wireline</c><00:29:22.410><c> n'yar</c><00:29:22.860><c> from</c><00:29:23.040><c> later</c><00:29:23.310><c> today</c>

00:29:23.810 --> 00:29:23.820 align:start position:0%
then wireline n'yar from later today
 

00:29:23.820 --> 00:29:25.970 align:start position:0%
then wireline n'yar from later today
that's<00:29:24.360><c> pretty</c><00:29:24.720><c> new</c><00:29:24.900><c> as</c><00:29:25.050><c> well</c><00:29:25.170><c> as</c><00:29:25.350><c> mail</c><00:29:25.620><c> simple</c>

00:29:25.970 --> 00:29:25.980 align:start position:0%
that's pretty new as well as mail simple
 

00:29:25.980 --> 00:29:32.120 align:start position:0%
that's pretty new as well as mail simple
stuff<00:29:29.300><c> yeah</c><00:29:30.300><c> so</c><00:29:30.540><c> people</c><00:29:31.320><c> are</c><00:29:31.410><c> using</c><00:29:31.620><c> the</c><00:29:31.860><c> stack</c>

00:29:32.120 --> 00:29:32.130 align:start position:0%
stuff yeah so people are using the stack
 

00:29:32.130 --> 00:29:34.160 align:start position:0%
stuff yeah so people are using the stack
right<00:29:32.400><c> now</c><00:29:32.580><c> to</c><00:29:32.640><c> build</c><00:29:33.030><c> stuff</c><00:29:33.240><c> the</c><00:29:33.750><c> problem</c>

00:29:34.160 --> 00:29:34.170 align:start position:0%
right now to build stuff the problem
 

00:29:34.170 --> 00:29:35.630 align:start position:0%
right now to build stuff the problem
that<00:29:34.260><c> we're</c><00:29:34.410><c> seeing</c><00:29:34.440><c> now</c><00:29:34.860><c> and</c><00:29:35.070><c> you</c><00:29:35.310><c> know</c><00:29:35.430><c> where</c>

00:29:35.630 --> 00:29:35.640 align:start position:0%
that we're seeing now and you know where
 

00:29:35.640 --> 00:29:37.670 align:start position:0%
that we're seeing now and you know where
are<00:29:35.700><c> we</c><00:29:35.790><c> going</c><00:29:36.090><c> with</c><00:29:36.750><c> from</c><00:29:37.170><c> now</c><00:29:37.200><c> so</c><00:29:37.470><c> I</c><00:29:37.500><c> have</c>

00:29:37.670 --> 00:29:37.680 align:start position:0%
are we going with from now so I have
 

00:29:37.680 --> 00:29:39.440 align:start position:0%
are we going with from now so I have
this<00:29:37.770><c> amazing</c><00:29:37.980><c> set</c><00:29:38.670><c> of</c><00:29:38.700><c> apps</c><00:29:38.940><c> and</c><00:29:39.120><c> people</c><00:29:39.390><c> are</c>

00:29:39.440 --> 00:29:39.450 align:start position:0%
this amazing set of apps and people are
 

00:29:39.450 --> 00:29:41.090 align:start position:0%
this amazing set of apps and people are
using<00:29:39.630><c> it's</c><00:29:40.260><c> distributed</c><00:29:40.890><c> in</c><00:29:41.040><c> the</c>

00:29:41.090 --> 00:29:41.100 align:start position:0%
using it's distributed in the
 

00:29:41.100 --> 00:29:42.440 align:start position:0%
using it's distributed in the
centralized<00:29:41.580><c> organization</c><00:29:41.760><c> and</c><00:29:42.300><c> there's</c>

00:29:42.440 --> 00:29:42.450 align:start position:0%
centralized organization and there's
 

00:29:42.450 --> 00:29:45.050 align:start position:0%
centralized organization and there's
like<00:29:42.630><c> no</c><00:29:43.590><c> central</c><00:29:44.160><c> control</c><00:29:44.190><c> of</c><00:29:44.640><c> what</c><00:29:44.820><c> we</c><00:29:44.910><c> will</c>

00:29:45.050 --> 00:29:45.060 align:start position:0%
like no central control of what we will
 

00:29:45.060 --> 00:29:47.630 align:start position:0%
like no central control of what we will
build<00:29:45.380><c> the</c><00:29:46.380><c> issue</c><00:29:46.530><c> though</c><00:29:47.010><c> that</c><00:29:47.040><c> we're</c><00:29:47.460><c> trying</c>

00:29:47.630 --> 00:29:47.640 align:start position:0%
build the issue though that we're trying
 

00:29:47.640 --> 00:29:50.270 align:start position:0%
build the issue though that we're trying
to<00:29:47.790><c> put</c><00:29:47.910><c> this</c><00:29:48.030><c> on</c><00:29:48.180><c> now</c><00:29:48.240><c> is</c><00:29:48.570><c> how</c><00:29:49.260><c> how</c><00:29:49.770><c> you</c><00:29:49.830><c> can</c>

00:29:50.270 --> 00:29:50.280 align:start position:0%
to put this on now is how how you can
 

00:29:50.280 --> 00:29:52.880 align:start position:0%
to put this on now is how how you can
make<00:29:50.460><c> this</c><00:29:50.820><c> these</c><00:29:51.720><c> three</c><00:29:51.990><c> parts</c><00:29:52.350><c> a</c><00:29:52.440><c> lot</c><00:29:52.560><c> easier</c>

00:29:52.880 --> 00:29:52.890 align:start position:0%
make this these three parts a lot easier
 

00:29:52.890 --> 00:29:54.050 align:start position:0%
make this these three parts a lot easier
to<00:29:52.950><c> work</c><00:29:53.040><c> with</c><00:29:53.100><c> because</c><00:29:53.430><c> right</c><00:29:53.730><c> now</c><00:29:53.850><c> when</c><00:29:53.970><c> you</c>

00:29:54.050 --> 00:29:54.060 align:start position:0%
to work with because right now when you
 

00:29:54.060 --> 00:29:56.300 align:start position:0%
to work with because right now when you
come<00:29:54.240><c> in</c><00:29:54.420><c> and</c><00:29:54.600><c> you</c><00:29:54.690><c> try</c><00:29:54.870><c> and</c><00:29:54.960><c> build</c><00:29:55.260><c> an</c><00:29:55.440><c> app</c><00:29:55.620><c> you</c>

00:29:56.300 --> 00:29:56.310 align:start position:0%
come in and you try and build an app you
 

00:29:56.310 --> 00:29:57.530 align:start position:0%
come in and you try and build an app you
would<00:29:56.430><c> kind</c><00:29:56.670><c> of</c><00:29:56.700><c> have</c><00:29:56.760><c> to</c><00:29:56.970><c> build</c><00:29:57.270><c> your</c><00:29:57.480><c> own</c>

00:29:57.530 --> 00:29:57.540 align:start position:0%
would kind of have to build your own
 

00:29:57.540 --> 00:29:59.630 align:start position:0%
would kind of have to build your own
database<00:29:58.020><c> from</c><00:29:58.230><c> scratch</c><00:29:58.560><c> every</c><00:29:58.860><c> time</c><00:29:59.100><c> which</c>

00:29:59.630 --> 00:29:59.640 align:start position:0%
database from scratch every time which
 

00:29:59.640 --> 00:30:02.900 align:start position:0%
database from scratch every time which
is<00:30:00.560><c> well</c><00:30:01.560><c> it's</c><00:30:01.860><c> like</c><00:30:02.040><c> I'm</c><00:30:02.250><c> probably</c><00:30:02.520><c> sure</c><00:30:02.700><c> if</c>

00:30:02.900 --> 00:30:02.910 align:start position:0%
is well it's like I'm probably sure if
 

00:30:02.910 --> 00:30:04.310 align:start position:0%
is well it's like I'm probably sure if
some<00:30:03.090><c> of</c><00:30:03.210><c> you</c><00:30:03.300><c> in</c><00:30:03.510><c> the</c><00:30:03.570><c> room</c><00:30:03.600><c> to</c><00:30:03.810><c> do</c><00:30:03.960><c> it</c><00:30:04.080><c> but</c>

00:30:04.310 --> 00:30:04.320 align:start position:0%
some of you in the room to do it but
 

00:30:04.320 --> 00:30:05.960 align:start position:0%
some of you in the room to do it but
like<00:30:04.560><c> someone</c><00:30:04.860><c> who</c><00:30:05.220><c> wants</c><00:30:05.430><c> it</c><00:30:05.490><c> just</c><00:30:05.640><c> build</c><00:30:05.850><c> an</c>

00:30:05.960 --> 00:30:05.970 align:start position:0%
like someone who wants it just build an
 

00:30:05.970 --> 00:30:08.090 align:start position:0%
like someone who wants it just build an
app<00:30:06.150><c> Platzer</c><00:30:06.930><c> raise</c><00:30:07.110><c> a</c><00:30:07.140><c> lot</c><00:30:07.320><c> of</c><00:30:07.350><c> money</c><00:30:07.440><c> hire</c>

00:30:08.090 --> 00:30:08.100 align:start position:0%
app Platzer raise a lot of money hire
 

00:30:08.100 --> 00:30:09.440 align:start position:0%
app Platzer raise a lot of money hire
some<00:30:08.430><c> distribute</c><00:30:08.820><c> engine</c><00:30:09.150><c> software</c>

00:30:09.440 --> 00:30:09.450 align:start position:0%
some distribute engine software
 

00:30:09.450 --> 00:30:12.160 align:start position:0%
some distribute engine software
engineers<00:30:09.960><c> it's</c><00:30:10.230><c> like</c><00:30:10.380><c> it's</c><00:30:11.370><c> a</c><00:30:11.430><c> huge</c><00:30:11.640><c> task</c>

00:30:12.160 --> 00:30:12.170 align:start position:0%
engineers it's like it's a huge task
 

00:30:12.170 --> 00:30:14.300 align:start position:0%
engineers it's like it's a huge task
it's<00:30:13.170><c> very</c><00:30:13.320><c> complicated</c><00:30:13.620><c> and</c><00:30:13.920><c> things</c><00:30:14.100><c> break</c>

00:30:14.300 --> 00:30:14.310 align:start position:0%
it's very complicated and things break
 

00:30:14.310 --> 00:30:17.240 align:start position:0%
it's very complicated and things break
so<00:30:15.470><c> what</c><00:30:16.470><c> are</c><00:30:16.530><c> we</c><00:30:16.620><c> going</c><00:30:16.740><c> to</c><00:30:16.800><c> do</c><00:30:16.950><c> to</c><00:30:17.010><c> try</c><00:30:17.100><c> and</c>

00:30:17.240 --> 00:30:17.250 align:start position:0%
so what are we going to do to try and
 

00:30:17.250 --> 00:30:19.640 align:start position:0%
so what are we going to do to try and
fix<00:30:17.430><c> up</c><00:30:17.990><c> create</c><00:30:18.990><c> a</c><00:30:19.020><c> software</c><00:30:19.380><c> development</c>

00:30:19.640 --> 00:30:19.650 align:start position:0%
fix up create a software development
 

00:30:19.650 --> 00:30:20.760 align:start position:0%
fix up create a software development
toolkit<00:30:20.040><c> hot</c>

00:30:20.760 --> 00:30:20.770 align:start position:0%
toolkit hot
 

00:30:20.770 --> 00:30:23.580 align:start position:0%
toolkit hot
so<00:30:21.340><c> people</c><00:30:21.640><c> can</c><00:30:21.910><c> get</c><00:30:22.600><c> started</c><00:30:23.050><c> quickly</c><00:30:23.170><c> and</c>

00:30:23.580 --> 00:30:23.590 align:start position:0%
so people can get started quickly and
 

00:30:23.590 --> 00:30:27.660 align:start position:0%
so people can get started quickly and
prototype<00:30:24.429><c> do</c><00:30:25.210><c> very</c><00:30:25.420><c> rapid</c><00:30:25.780><c> prototypes</c><00:30:26.670><c> and</c>

00:30:27.660 --> 00:30:27.670 align:start position:0%
prototype do very rapid prototypes and
 

00:30:27.670 --> 00:30:28.740 align:start position:0%
prototype do very rapid prototypes and
then<00:30:27.730><c> if</c><00:30:27.970><c> they</c><00:30:28.090><c> want</c><00:30:28.120><c> to</c><00:30:28.360><c> have</c><00:30:28.480><c> a</c><00:30:28.510><c> lot</c><00:30:28.660><c> of</c>

00:30:28.740 --> 00:30:28.750 align:start position:0%
then if they want to have a lot of
 

00:30:28.750 --> 00:30:30.240 align:start position:0%
then if they want to have a lot of
customization<00:30:29.110><c> they</c><00:30:29.530><c> can</c><00:30:29.679><c> start</c><00:30:29.890><c> going</c><00:30:29.980><c> under</c>

00:30:30.240 --> 00:30:30.250 align:start position:0%
customization they can start going under
 

00:30:30.250 --> 00:30:34.080 align:start position:0%
customization they can start going under
the<00:30:30.340><c> head</c><00:30:30.490><c> after</c><00:30:30.610><c> that</c><00:30:32.610><c> also</c><00:30:33.610><c> helps</c><00:30:33.820><c> if</c><00:30:33.940><c> you</c>

00:30:34.080 --> 00:30:34.090 align:start position:0%
the head after that also helps if you
 

00:30:34.090 --> 00:30:36.360 align:start position:0%
the head after that also helps if you
have<00:30:34.210><c> like</c><00:30:34.450><c> major</c><00:30:34.990><c> bumps</c><00:30:35.410><c> or</c><00:30:35.650><c> big</c><00:30:35.950><c> things</c><00:30:36.250><c> that</c>

00:30:36.360 --> 00:30:36.370 align:start position:0%
have like major bumps or big things that
 

00:30:36.370 --> 00:30:37.830 align:start position:0%
have like major bumps or big things that
happen<00:30:36.610><c> underneath</c><00:30:36.820><c> the</c><00:30:37.030><c> hood</c><00:30:37.150><c> you</c><00:30:37.660><c> know</c><00:30:37.690><c> if</c>

00:30:37.830 --> 00:30:37.840 align:start position:0%
happen underneath the hood you know if
 

00:30:37.840 --> 00:30:38.730 align:start position:0%
happen underneath the hood you know if
they<00:30:37.900><c> change</c><00:30:38.140><c> your</c><00:30:38.290><c> entire</c><00:30:38.530><c> application</c>

00:30:38.730 --> 00:30:38.740 align:start position:0%
they change your entire application
 

00:30:38.740 --> 00:30:43.799 align:start position:0%
they change your entire application
because<00:30:39.400><c> an</c><00:30:39.520><c> API</c><00:30:39.820><c> down</c><00:30:40.150><c> the</c><00:30:40.690><c> snap</c><00:30:40.900><c> changed</c><00:30:42.809><c> so</c>

00:30:43.799 --> 00:30:43.809 align:start position:0%
because an API down the snap changed so
 

00:30:43.809 --> 00:30:45.990 align:start position:0%
because an API down the snap changed so
I<00:30:44.110><c> was</c><00:30:44.620><c> using</c><00:30:44.800><c> the</c><00:30:45.070><c> non</c><00:30:45.250><c> names</c><00:30:45.490><c> but</c><00:30:45.670><c> here's</c><00:30:45.880><c> the</c>

00:30:45.990 --> 00:30:46.000 align:start position:0%
I was using the non names but here's the
 

00:30:46.000 --> 00:30:47.940 align:start position:0%
I was using the non names but here's the
actual<00:30:46.300><c> names</c><00:30:46.600><c> of</c><00:30:46.780><c> these</c><00:30:46.870><c> signs</c><00:30:47.170><c> on</c><00:30:47.470><c> github</c>

00:30:47.940 --> 00:30:47.950 align:start position:0%
actual names of these signs on github
 

00:30:47.950 --> 00:30:49.169 align:start position:0%
actual names of these signs on github
you<00:30:48.160><c> wanted</c><00:30:48.580><c> to</c><00:30:48.640><c> check</c><00:30:48.760><c> it</c><00:30:48.880><c> out</c>

00:30:49.169 --> 00:30:49.179 align:start position:0%
you wanted to check it out
 

00:30:49.179 --> 00:30:51.480 align:start position:0%
you wanted to check it out
hyper<00:30:49.450><c> core</c><00:30:49.690><c> protocol</c><00:30:50.110><c> pipe</c><00:30:50.440><c> report</c><00:30:50.830><c> we're</c>

00:30:51.480 --> 00:30:51.490 align:start position:0%
hyper core protocol pipe report we're
 

00:30:51.490 --> 00:30:55.530 align:start position:0%
hyper core protocol pipe report we're
coming<00:30:51.760><c> out</c><00:30:51.820><c> with</c><00:30:51.880><c> these</c><00:30:52.179><c> new</c><00:30:53.309><c> modules</c><00:30:54.540><c> this</c>

00:30:55.530 --> 00:30:55.540 align:start position:0%
coming out with these new modules this
 

00:30:55.540 --> 00:31:00.990 align:start position:0%
coming out with these new modules this
year<00:30:56.520><c> hyper</c><00:30:57.520><c> tribe</c><00:30:57.790><c> pepper</c><00:30:58.420><c> salon</c><00:30:58.750><c> and</c><00:31:00.000><c> this</c>

00:31:00.990 --> 00:31:01.000 align:start position:0%
year hyper tribe pepper salon and this
 

00:31:01.000 --> 00:31:02.460 align:start position:0%
year hyper tribe pepper salon and this
is<00:31:01.179><c> going</c><00:31:01.300><c> to</c><00:31:01.360><c> be</c><00:31:01.420><c> part</c><00:31:01.660><c> of</c><00:31:01.750><c> what</c><00:31:01.929><c> we</c><00:31:02.020><c> call</c><00:31:02.200><c> that</c>

00:31:02.460 --> 00:31:02.470 align:start position:0%
is going to be part of what we call that
 

00:31:02.470 --> 00:31:05.700 align:start position:0%
is going to be part of what we call that
2.0<00:31:02.950><c> so</c><00:31:03.730><c> this</c><00:31:03.880><c> will</c><00:31:04.030><c> be</c><00:31:04.120><c> this</c><00:31:04.960><c> already</c><00:31:05.559><c> these</c>

00:31:05.700 --> 00:31:05.710 align:start position:0%
2.0 so this will be this already these
 

00:31:05.710 --> 00:31:07.620 align:start position:0%
2.0 so this will be this already these
models<00:31:06.040><c> exist</c><00:31:06.190><c> but</c><00:31:06.580><c> we're</c><00:31:07.059><c> not</c><00:31:07.150><c> putting</c><00:31:07.390><c> them</c>

00:31:07.620 --> 00:31:07.630 align:start position:0%
models exist but we're not putting them
 

00:31:07.630 --> 00:31:09.330 align:start position:0%
models exist but we're not putting them
into<00:31:07.840><c> a</c><00:31:07.990><c> cohesive</c><00:31:08.290><c> package</c><00:31:08.559><c> till</c><00:31:08.950><c> early</c><00:31:09.190><c> next</c>

00:31:09.330 --> 00:31:09.340 align:start position:0%
into a cohesive package till early next
 

00:31:09.340 --> 00:31:15.299 align:start position:0%
into a cohesive package till early next
year<00:31:11.250><c> so</c><00:31:12.250><c> how</c><00:31:12.910><c> much</c><00:31:13.030><c> money</c><00:31:13.300><c> do</c><00:31:13.860><c> you</c><00:31:14.860><c> think</c><00:31:15.130><c> that</c>

00:31:15.299 --> 00:31:15.309 align:start position:0%
year so how much money do you think that
 

00:31:15.309 --> 00:31:17.640 align:start position:0%
year so how much money do you think that
we've<00:31:15.460><c> spent</c><00:31:15.790><c> at</c><00:31:16.420><c> the</c><00:31:16.570><c> death</c><00:31:16.720><c> foundation</c><00:31:17.200><c> no</c><00:31:17.530><c> I</c>

00:31:17.640 --> 00:31:17.650 align:start position:0%
we've spent at the death foundation no I
 

00:31:17.650 --> 00:31:29.040 align:start position:0%
we've spent at the death foundation no I
can't

00:31:29.040 --> 00:31:29.050 align:start position:0%
 
 

00:31:29.050 --> 00:31:37.000 align:start position:0%
 
yeah<00:31:30.050><c> 1.6</c><00:31:30.590><c> million</c><00:31:30.770><c> since</c><00:31:31.100><c> 2003</c><00:31:31.670><c> 13</c><00:31:34.840><c> so</c><00:31:36.010><c> the</c>

00:31:37.000 --> 00:31:37.010 align:start position:0%
yeah 1.6 million since 2003 13 so the
 

00:31:37.010 --> 00:31:38.460 align:start position:0%
yeah 1.6 million since 2003 13 so the
that<00:31:37.160><c> foundation</c><00:31:37.670><c> is</c><00:31:37.820><c> us-based</c><00:31:38.180><c> nonprofit</c>

00:31:38.460 --> 00:31:38.470 align:start position:0%
that foundation is us-based nonprofit
 

00:31:38.470 --> 00:31:42.610 align:start position:0%
that foundation is us-based nonprofit
started<00:31:39.470><c> 2013</c><00:31:40.460><c> but</c><00:31:40.610><c> formalized</c><00:31:40.970><c> in</c><00:31:41.120><c> 2017</c><00:31:41.870><c> when</c>

00:31:42.610 --> 00:31:42.620 align:start position:0%
started 2013 but formalized in 2017 when
 

00:31:42.620 --> 00:31:44.220 align:start position:0%
started 2013 but formalized in 2017 when
would<00:31:42.770><c> 6</c><00:31:42.950><c> million</c><00:31:43.310><c> over</c><00:31:43.490><c> the</c><00:31:43.520><c> past</c><00:31:43.580><c> six</c><00:31:44.000><c> years</c>

00:31:44.220 --> 00:31:44.230 align:start position:0%
would 6 million over the past six years
 

00:31:44.230 --> 00:31:46.210 align:start position:0%
would 6 million over the past six years
mostly<00:31:45.230><c> funded</c><00:31:45.440><c> by</c><00:31:45.530><c> the</c><00:31:45.650><c> night</c><00:31:45.860><c> in</c><00:31:45.950><c> the</c><00:31:46.010><c> Sun</c>

00:31:46.210 --> 00:31:46.220 align:start position:0%
mostly funded by the night in the Sun
 

00:31:46.220 --> 00:31:47.800 align:start position:0%
mostly funded by the night in the Sun
foundation<00:31:46.760><c> although</c><00:31:47.150><c> in</c><00:31:47.270><c> the</c><00:31:47.360><c> past</c><00:31:47.600><c> year</c>

00:31:47.800 --> 00:31:47.810 align:start position:0%
foundation although in the past year
 

00:31:47.810 --> 00:31:49.240 align:start position:0%
foundation although in the past year
we've<00:31:47.930><c> gotten</c><00:31:48.200><c> a</c><00:31:48.260><c> lot</c><00:31:48.380><c> of</c><00:31:48.440><c> individual</c><00:31:49.100><c> and</c>

00:31:49.240 --> 00:31:49.250 align:start position:0%
we've gotten a lot of individual and
 

00:31:49.250 --> 00:31:52.600 align:start position:0%
we've gotten a lot of individual and
organizational<00:31:49.880><c> contributions</c><00:31:51.370><c> our</c><00:31:52.370><c> current</c>

00:31:52.600 --> 00:31:52.610 align:start position:0%
organizational contributions our current
 

00:31:52.610 --> 00:31:55.930 align:start position:0%
organizational contributions our current
operating<00:31:52.880><c> budget</c><00:31:53.150><c> is</c><00:31:53.240><c> $300,000</c><00:31:54.850><c> we</c><00:31:55.850><c> have</c>

00:31:55.930 --> 00:31:55.940 align:start position:0%
operating budget is $300,000 we have
 

00:31:55.940 --> 00:31:57.130 align:start position:0%
operating budget is $300,000 we have
like<00:31:56.090><c> forty</c><00:31:56.390><c> thousand</c><00:31:56.720><c> left</c><00:31:56.810><c> in</c><00:31:56.930><c> the</c><00:31:56.990><c> bank</c>

00:31:57.130 --> 00:31:57.140 align:start position:0%
like forty thousand left in the bank
 

00:31:57.140 --> 00:31:59.890 align:start position:0%
like forty thousand left in the bank
right<00:31:57.380><c> now</c><00:31:57.530><c> this</c><00:31:58.460><c> is</c><00:31:58.640><c> like</c><00:31:58.790><c> classic</c><00:31:59.450><c> non</c>

00:31:59.890 --> 00:31:59.900 align:start position:0%
right now this is like classic non
 

00:31:59.900 --> 00:32:02.920 align:start position:0%
right now this is like classic non
profit<00:32:00.290><c> like</c><00:32:00.650><c> always</c><00:32:01.160><c> writing</c><00:32:01.550><c> grants</c><00:32:01.930><c> always</c>

00:32:02.920 --> 00:32:02.930 align:start position:0%
profit like always writing grants always
 

00:32:02.930 --> 00:32:05.350 align:start position:0%
profit like always writing grants always
like<00:32:03.170><c> getting</c><00:32:03.590><c> people</c><00:32:03.860><c> involved</c><00:32:04.430><c> in</c><00:32:04.580><c> getting</c>

00:32:05.350 --> 00:32:05.360 align:start position:0%
like getting people involved in getting
 

00:32:05.360 --> 00:32:08.260 align:start position:0%
like getting people involved in getting
donations<00:32:06.370><c> so</c><00:32:07.370><c> how</c><00:32:07.490><c> do</c><00:32:07.550><c> we</c><00:32:07.670><c> do</c><00:32:07.820><c> this</c><00:32:08.000><c> well</c><00:32:08.180><c> it's</c>

00:32:08.260 --> 00:32:08.270 align:start position:0%
donations so how do we do this well it's
 

00:32:08.270 --> 00:32:10.180 align:start position:0%
donations so how do we do this well it's
community<00:32:09.230><c> right</c><00:32:09.470><c> it's</c><00:32:09.680><c> not</c><00:32:09.770><c> about</c><00:32:09.830><c> the</c><00:32:10.100><c> money</c>

00:32:10.180 --> 00:32:10.190 align:start position:0%
community right it's not about the money
 

00:32:10.190 --> 00:32:12.040 align:start position:0%
community right it's not about the money
it's<00:32:10.340><c> about</c><00:32:10.520><c> people</c><00:32:11.000><c> caring</c><00:32:11.210><c> about</c><00:32:11.360><c> this</c><00:32:11.690><c> and</c>

00:32:12.040 --> 00:32:12.050 align:start position:0%
it's about people caring about this and
 

00:32:12.050 --> 00:32:15.100 align:start position:0%
it's about people caring about this and
contributing<00:32:12.680><c> time</c><00:32:13.330><c> so</c><00:32:14.330><c> our</c><00:32:14.360><c> values</c><00:32:14.990><c> our</c>

00:32:15.100 --> 00:32:15.110 align:start position:0%
contributing time so our values our
 

00:32:15.110 --> 00:32:17.650 align:start position:0%
contributing time so our values our
community<00:32:15.500><c> first</c><00:32:15.910><c> transparently</c><00:32:16.910><c> funded</c><00:32:17.300><c> and</c>

00:32:17.650 --> 00:32:17.660 align:start position:0%
community first transparently funded and
 

00:32:17.660 --> 00:32:18.850 align:start position:0%
community first transparently funded and
I<00:32:17.750><c> have</c><00:32:17.840><c> open</c><00:32:18.110><c> governance</c><00:32:18.380><c> so</c><00:32:18.650><c> we</c><00:32:18.740><c> have</c><00:32:18.830><c> a</c>

00:32:18.850 --> 00:32:18.860 align:start position:0%
I have open governance so we have a
 

00:32:18.860 --> 00:32:22.010 align:start position:0%
I have open governance so we have a
series<00:32:19.040><c> of</c><00:32:19.190><c> working</c><00:32:19.520><c> group</c><00:32:19.730><c> so</c><00:32:19.760><c> you</c><00:32:19.910><c> can</c>

00:32:22.010 --> 00:32:22.020 align:start position:0%
series of working group so you can
 

00:32:22.020 --> 00:32:24.510 align:start position:0%
series of working group so you can
it<00:32:23.020><c> all</c><00:32:23.140><c> comes</c><00:32:23.320><c> down</c><00:32:23.410><c> to</c><00:32:23.530><c> making</c><00:32:24.130><c> good</c>

00:32:24.510 --> 00:32:24.520 align:start position:0%
it all comes down to making good
 

00:32:24.520 --> 00:32:27.420 align:start position:0%
it all comes down to making good
software<00:32:25.450><c> and</c><00:32:25.780><c> giving</c><00:32:26.650><c> it</c><00:32:26.740><c> away</c><00:32:26.830><c> for</c><00:32:26.920><c> free</c><00:32:27.100><c> and</c>

00:32:27.420 --> 00:32:27.430 align:start position:0%
software and giving it away for free and
 

00:32:27.430 --> 00:32:30.450 align:start position:0%
software and giving it away for free and
that<00:32:27.930><c> Network</c><00:32:28.930><c> effect</c><00:32:29.350><c> of</c><00:32:29.800><c> that</c><00:32:30.070><c> good</c>

00:32:30.450 --> 00:32:30.460 align:start position:0%
that Network effect of that good
 

00:32:30.460 --> 00:32:32.220 align:start position:0%
that Network effect of that good
software<00:32:30.910><c> and</c><00:32:31.000><c> people</c><00:32:31.270><c> care</c><00:32:31.510><c> about</c><00:32:31.750><c> the</c>

00:32:32.220 --> 00:32:32.230 align:start position:0%
software and people care about the
 

00:32:32.230 --> 00:32:34.050 align:start position:0%
software and people care about the
scientific<00:32:32.770><c> values</c><00:32:33.070><c> of</c><00:32:33.190><c> that</c><00:32:33.310><c> software</c><00:32:33.640><c> the</c>

00:32:34.050 --> 00:32:34.060 align:start position:0%
scientific values of that software the
 

00:32:34.060 --> 00:32:35.820 align:start position:0%
scientific values of that software the
computer<00:32:34.450><c> scientist</c><00:32:35.020><c> that</c><00:32:35.230><c> software</c><00:32:35.500><c> is</c><00:32:35.680><c> like</c>

00:32:35.820 --> 00:32:35.830 align:start position:0%
computer scientist that software is like
 

00:32:35.830 --> 00:32:39.030 align:start position:0%
computer scientist that software is like
it's<00:32:36.010><c> people</c><00:32:36.160><c> excited</c><00:32:37.260><c> and</c><00:32:38.260><c> together</c><00:32:38.650><c> we</c><00:32:38.860><c> can</c>

00:32:39.030 --> 00:32:39.040 align:start position:0%
it's people excited and together we can
 

00:32:39.040 --> 00:32:43.050 align:start position:0%
it's people excited and together we can
build<00:32:39.550><c> this</c><00:32:40.060><c> amazing</c><00:32:41.070><c> applications</c><00:32:42.070><c> and</c><00:32:42.430><c> work</c>

00:32:43.050 --> 00:32:43.060 align:start position:0%
build this amazing applications and work
 

00:32:43.060 --> 00:32:44.370 align:start position:0%
build this amazing applications and work
together<00:32:43.210><c> so</c><00:32:43.600><c> that's</c><00:32:43.750><c> kind</c><00:32:43.930><c> of</c><00:32:43.960><c> the</c><00:32:44.080><c> vision</c>

00:32:44.370 --> 00:32:44.380 align:start position:0%
together so that's kind of the vision
 

00:32:44.380 --> 00:32:47.850 align:start position:0%
together so that's kind of the vision
for<00:32:44.530><c> our</c><00:32:44.590><c> future</c><00:32:46.440><c> so</c><00:32:47.440><c> as</c><00:32:47.470><c> we</c><00:32:47.620><c> go</c><00:32:47.740><c> from</c>

00:32:47.850 --> 00:32:47.860 align:start position:0%
for our future so as we go from
 

00:32:47.860 --> 00:32:50.820 align:start position:0%
for our future so as we go from
networking<00:32:48.600><c> to</c><00:32:49.600><c> collaboration</c><00:32:50.320><c> this</c><00:32:50.470><c> is</c><00:32:50.620><c> kind</c>

00:32:50.820 --> 00:32:50.830 align:start position:0%
networking to collaboration this is kind
 

00:32:50.830 --> 00:32:53.070 align:start position:0%
networking to collaboration this is kind
of<00:32:50.890><c> our</c><00:32:51.460><c> focus</c><00:32:52.030><c> for</c><00:32:52.240><c> the</c><00:32:52.360><c> next</c><00:32:52.450><c> year</c><00:32:52.780><c> is</c><00:32:52.930><c> how</c>

00:32:53.070 --> 00:32:53.080 align:start position:0%
of our focus for the next year is how
 

00:32:53.080 --> 00:32:55.500 align:start position:0%
of our focus for the next year is how
can<00:32:53.290><c> we</c><00:32:53.320><c> get</c><00:32:53.770><c> developers</c><00:32:54.310><c> from</c><00:32:55.000><c> networking</c>

00:32:55.500 --> 00:32:55.510 align:start position:0%
can we get developers from networking
 

00:32:55.510 --> 00:32:57.510 align:start position:0%
can we get developers from networking
and<00:32:56.020><c> I</c><00:32:56.050><c> don't</c><00:32:56.320><c> mean</c><00:32:56.440><c> like</c><00:32:56.560><c> peer</c><00:32:57.400><c> to</c><00:32:57.460><c> peer</c>

00:32:57.510 --> 00:32:57.520 align:start position:0%
and I don't mean like peer to peer
 

00:32:57.520 --> 00:32:58.830 align:start position:0%
and I don't mean like peer to peer
networking<00:32:57.940><c> by</c><00:32:58.120><c> the</c><00:32:58.180><c> way</c><00:32:58.300><c> and</c><00:32:58.630><c> had</c><00:32:58.810><c> a</c>

00:32:58.830 --> 00:32:58.840 align:start position:0%
networking by the way and had a
 

00:32:58.840 --> 00:33:01.770 align:start position:0%
networking by the way and had a
conference<00:32:59.170><c> networking</c><00:33:00.060><c> to</c><00:33:01.060><c> cooperation</c><00:33:01.630><c> for</c>

00:33:01.770 --> 00:33:01.780 align:start position:0%
conference networking to cooperation for
 

00:33:01.780 --> 00:33:05.630 align:start position:0%
conference networking to cooperation for
coordination<00:33:02.080><c> coalition</c><00:33:02.680><c> and</c><00:33:02.770><c> collaboration</c>

00:33:05.630 --> 00:33:05.640 align:start position:0%
 
 

00:33:05.640 --> 00:33:08.820 align:start position:0%
 
so<00:33:06.640><c> our</c><00:33:06.910><c> plan</c><00:33:07.150><c> over</c><00:33:07.960><c> the</c><00:33:08.020><c> next</c><00:33:08.230><c> few</c><00:33:08.500><c> months</c><00:33:08.650><c> to</c>

00:33:08.820 --> 00:33:08.830 align:start position:0%
so our plan over the next few months to
 

00:33:08.830 --> 00:33:10.710 align:start position:0%
so our plan over the next few months to
the<00:33:09.010><c> build</c><00:33:09.160><c> a</c><00:33:09.250><c> membership</c><00:33:09.610><c> model</c><00:33:09.760><c> and</c><00:33:10.240><c> next</c>

00:33:10.710 --> 00:33:10.720 align:start position:0%
the build a membership model and next
 

00:33:10.720 --> 00:33:12.570 align:start position:0%
the build a membership model and next
year<00:33:10.810><c> have</c><00:33:10.930><c> to</c><00:33:11.020><c> move</c><00:33:11.140><c> an</c><00:33:11.320><c> event</c><00:33:11.560><c> and</c><00:33:11.770><c> start</c><00:33:12.550><c> a</c>

00:33:12.570 --> 00:33:12.580 align:start position:0%
year have to move an event and start a
 

00:33:12.580 --> 00:33:16.170 align:start position:0%
year have to move an event and start a
community<00:33:12.790><c> grants</c><00:33:13.240><c> program</c><00:33:13.600><c> and</c><00:33:15.150><c> you</c><00:33:16.150><c> know</c>

00:33:16.170 --> 00:33:16.180 align:start position:0%
community grants program and you know
 

00:33:16.180 --> 00:33:17.220 align:start position:0%
community grants program and you know
people<00:33:16.360><c> say</c><00:33:16.570><c> we're</c><00:33:16.720><c> standing</c><00:33:17.050><c> on</c><00:33:17.170><c> the</c>

00:33:17.220 --> 00:33:17.230 align:start position:0%
people say we're standing on the
 

00:33:17.230 --> 00:33:19.680 align:start position:0%
people say we're standing on the
shoulders<00:33:17.530><c> of</c><00:33:17.560><c> giants</c><00:33:17.940><c> I'd</c><00:33:18.940><c> say</c><00:33:19.150><c> like</c><00:33:19.330><c> we</c>

00:33:19.680 --> 00:33:19.690 align:start position:0%
shoulders of giants I'd say like we
 

00:33:19.690 --> 00:33:21.120 align:start position:0%
shoulders of giants I'd say like we
invite<00:33:19.960><c> the</c><00:33:20.080><c> giants</c><00:33:20.470><c> and</c><00:33:20.620><c> come</c><00:33:20.800><c> sit</c><00:33:20.980><c> at</c><00:33:21.070><c> the</c>

00:33:21.120 --> 00:33:21.130 align:start position:0%
invite the giants and come sit at the
 

00:33:21.130 --> 00:33:29.840 align:start position:0%
invite the giants and come sit at the
table

00:33:29.840 --> 00:33:29.850 align:start position:0%
 
 

00:33:29.850 --> 00:33:32.490 align:start position:0%
 
questions<00:33:30.850><c> questions</c><00:33:31.059><c> we</c><00:33:31.960><c> have</c><00:33:32.080><c> we</c><00:33:32.200><c> have</c><00:33:32.320><c> time</c>

00:33:32.490 --> 00:33:32.500 align:start position:0%
questions questions we have we have time
 

00:33:32.500 --> 00:33:36.419 align:start position:0%
questions questions we have we have time
for<00:33:32.529><c> two</c><00:33:32.860><c> questions</c><00:33:34.769><c> he</c><00:33:35.769><c> took</c><00:33:35.950><c> aim</c><00:33:36.129><c> there</c><00:33:36.370><c> are</c>

00:33:36.419 --> 00:33:36.429 align:start position:0%
for two questions he took aim there are
 

00:33:36.429 --> 00:33:38.730 align:start position:0%
for two questions he took aim there are
no<00:33:36.519><c> question</c><00:33:36.879><c> I'll</c><00:33:37.029><c> even</c><00:33:37.240><c> ask</c><00:33:37.450><c> one</c><00:33:37.809><c> quick</c><00:33:38.049><c> link</c>

00:33:38.730 --> 00:33:38.740 align:start position:0%
no question I'll even ask one quick link
 

00:33:38.740 --> 00:33:40.049 align:start position:0%
no question I'll even ask one quick link
when<00:33:38.860><c> you</c><00:33:38.889><c> receive</c><00:33:39.279><c> the</c><00:33:39.370><c> grants</c><00:33:39.639><c> from</c><00:33:39.970><c> the</c>

00:33:40.049 --> 00:33:40.059 align:start position:0%
when you receive the grants from the
 

00:33:40.059 --> 00:33:44.940 align:start position:0%
when you receive the grants from the
Foundation's<00:33:40.629><c> what</c><00:33:40.929><c> was</c><00:33:41.139><c> the</c><00:33:41.799><c> start</c><00:33:43.950><c> they're</c>

00:33:44.940 --> 00:33:44.950 align:start position:0%
Foundation's what was the start they're
 

00:33:44.950 --> 00:33:46.680 align:start position:0%
Foundation's what was the start they're
interested<00:33:45.309><c> because</c><00:33:45.399><c> of</c><00:33:45.639><c> scientific</c><00:33:46.059><c> itching</c>

00:33:46.680 --> 00:33:46.690 align:start position:0%
interested because of scientific itching
 

00:33:46.690 --> 00:33:49.740 align:start position:0%
interested because of scientific itching
so<00:33:47.409><c> most</c><00:33:47.830><c> of</c><00:33:48.039><c> I</c><00:33:48.309><c> think</c><00:33:48.639><c> like</c><00:33:48.850><c> 1.3</c><00:33:49.330><c> million</c><00:33:49.539><c> of</c>

00:33:49.740 --> 00:33:49.750 align:start position:0%
so most of I think like 1.3 million of
 

00:33:49.750 --> 00:33:56.149 align:start position:0%
so most of I think like 1.3 million of
that<00:33:49.779><c> money</c><00:33:49.960><c> came</c><00:33:50.350><c> from</c><00:33:50.730><c> scientific</c><00:33:51.730><c> ditch</c>

00:33:56.149 --> 00:33:56.159 align:start position:0%
 
 

00:33:56.159 --> 00:33:58.049 align:start position:0%
 
there's<00:33:57.159><c> a</c><00:33:57.190><c> lot</c><00:33:57.309><c> of</c><00:33:57.399><c> money</c><00:33:57.549><c> in</c><00:33:57.789><c> the</c>

00:33:58.049 --> 00:33:58.059 align:start position:0%
there's a lot of money in the
 

00:33:58.059 --> 00:33:59.399 align:start position:0%
there's a lot of money in the
reproducible<00:33:58.600><c> research</c><00:33:58.659><c> case</c><00:33:59.080><c> that</c><00:33:59.289><c> are</c>

00:33:59.399 --> 00:33:59.409 align:start position:0%
reproducible research case that are
 

00:33:59.409 --> 00:34:07.640 align:start position:0%
reproducible research case that are
still<00:33:59.590><c> going</c><00:33:59.740><c> after</c><00:33:59.950><c> grants</c><00:34:00.309><c> in</c><00:34:00.700><c> that</c><00:34:00.909><c> space</c>

00:34:07.640 --> 00:34:07.650 align:start position:0%
 
 

00:34:07.650 --> 00:34:10.619 align:start position:0%
 
in<00:34:08.060><c> brain</c>

00:34:10.619 --> 00:34:10.629 align:start position:0%
in brain
 

00:34:10.629 --> 00:34:14.309 align:start position:0%
in brain
they<00:34:11.289><c> found</c><00:34:11.529><c> us</c><00:34:12.569><c> they're</c><00:34:13.569><c> using</c><00:34:13.839><c> them</c><00:34:14.019><c> open</c>

00:34:14.309 --> 00:34:14.319 align:start position:0%
they found us they're using them open
 

00:34:14.319 --> 00:34:15.450 align:start position:0%
they found us they're using them open
source<00:34:14.499><c> modules</c><00:34:14.889><c> and</c><00:34:15.039><c> they're</c><00:34:15.159><c> contributing</c>

00:34:15.450 --> 00:34:15.460 align:start position:0%
source modules and they're contributing
 

00:34:15.460 --> 00:34:17.249 align:start position:0%
source modules and they're contributing
to<00:34:15.729><c> the</c><00:34:15.940><c> code</c><00:34:16.149><c> it's</c><00:34:16.359><c> all</c><00:34:16.509><c> open</c><00:34:17.109><c> source</c>

00:34:17.249 --> 00:34:17.259 align:start position:0%
to the code it's all open source
 

00:34:17.259 --> 00:34:21.389 align:start position:0%
to the code it's all open source
community<00:34:18.869><c> so</c><00:34:19.869><c> we</c><00:34:19.929><c> have</c><00:34:20.919><c> given</c><00:34:21.190><c> them</c><00:34:21.249><c> any</c>

00:34:21.389 --> 00:34:21.399 align:start position:0%
community so we have given them any
 

00:34:21.399 --> 00:34:25.319 align:start position:0%
community so we have given them any
money<00:34:22.919><c> that's</c><00:34:23.919><c> just</c><00:34:24.279><c> they</c><00:34:24.639><c> found</c><00:34:24.940><c> us</c>

00:34:25.319 --> 00:34:25.329 align:start position:0%
money that's just they found us
 

00:34:25.329 --> 00:34:28.559 align:start position:0%
money that's just they found us
conferences<00:34:26.009><c> yeah</c><00:34:27.269><c> that's</c><00:34:28.269><c> it</c>

00:34:28.559 --> 00:34:28.569 align:start position:0%
conferences yeah that's it
 

00:34:28.569 --> 00:34:34.919 align:start position:0%
conferences yeah that's it
yeah<00:34:29.259><c> thank</c><00:34:30.039><c> you</c><00:34:30.129><c> guys</c><00:34:32.220><c> so</c><00:34:33.220><c> I'm</c><00:34:34.179><c> between</c><00:34:34.720><c> an</c>

00:34:34.919 --> 00:34:34.929 align:start position:0%
yeah thank you guys so I'm between an
 

00:34:34.929 --> 00:34:39.719 align:start position:0%
yeah thank you guys so I'm between an
origin<00:34:35.319><c> of</c><00:34:35.649><c> its</c><00:34:35.979><c> status</c><00:34:38.279><c> this</c><00:34:39.279><c> song</c><00:34:39.489><c> is</c><00:34:39.609><c> going</c>

00:34:39.719 --> 00:34:39.729 align:start position:0%
origin of its status this song is going
 

00:34:39.729 --> 00:34:44.909 align:start position:0%
origin of its status this song is going
to<00:34:39.789><c> be</c><00:34:39.909><c> mostly</c><00:34:40.659><c> permanent</c><00:34:41.579><c> people</c><00:34:43.829><c> need</c><00:34:44.829><c> to</c>

00:34:44.909 --> 00:34:44.919 align:start position:0%
to be mostly permanent people need to
 

00:34:44.919 --> 00:34:47.249 align:start position:0%
to be mostly permanent people need to
hear<00:34:45.099><c> from</c><00:34:45.279><c> the</c><00:34:45.429><c> front</c><00:34:45.789><c> of</c><00:34:46.259><c> resource</c>

00:34:47.249 --> 00:34:47.259 align:start position:0%
hear from the front of resource
 

00:34:47.259 --> 00:34:52.680 align:start position:0%
hear from the front of resource
constrained<00:34:47.649><c> devices</c><00:34:50.999><c> so</c><00:34:51.999><c> sentence</c><00:34:52.359><c> is</c><00:34:52.509><c> a</c>

00:34:52.680 --> 00:34:52.690 align:start position:0%
constrained devices so sentence is a
 

00:34:52.690 --> 00:34:56.969 align:start position:0%
constrained devices so sentence is a
company<00:34:53.319><c> that</c><00:34:54.599><c> primarily</c><00:34:55.619><c> works</c><00:34:56.619><c> on</c><00:34:56.950><c> a</c>

00:34:56.969 --> 00:34:56.979 align:start position:0%
company that primarily works on a
 

00:34:56.979 --> 00:35:01.970 align:start position:0%
company that primarily works on a
distributed<00:34:58.229><c> chat</c><00:34:59.309><c> like</c><00:35:00.309><c> application</c>

00:35:01.970 --> 00:35:01.980 align:start position:0%
distributed chat like application
 

00:35:01.980 --> 00:35:05.600 align:start position:0%
distributed chat like application
which<00:35:02.359><c> targets</c><00:35:03.359><c> phones</c>

00:35:05.600 --> 00:35:05.610 align:start position:0%
which targets phones
 

00:35:05.610 --> 00:35:07.930 align:start position:0%
which targets phones
it's<00:35:06.150><c> currently</c><00:35:06.510><c> heavily</c><00:35:07.110><c> multi-building</c>

00:35:07.930 --> 00:35:07.940 align:start position:0%
it's currently heavily multi-building
 

00:35:07.940 --> 00:35:10.359 align:start position:0%
it's currently heavily multi-building
flies<00:35:08.940><c> forward</c>

00:35:10.359 --> 00:35:10.369 align:start position:0%
flies forward
 

00:35:10.369 --> 00:35:18.130 align:start position:0%
flies forward
with<00:35:11.150><c> its</c><00:35:11.869><c> major</c><00:35:12.079><c> focus</c><00:35:12.499><c> being</c><00:35:12.880><c> that</c><00:35:16.809><c> we</c><00:35:17.809><c> help</c>

00:35:18.130 --> 00:35:18.140 align:start position:0%
with its major focus being that we help
 

00:35:18.140 --> 00:35:22.420 align:start position:0%
with its major focus being that we help
define<00:35:18.440><c> the</c><00:35:18.910><c> 2.93</c><00:35:19.910><c> inspect</c><00:35:21.039><c> and</c><00:35:22.039><c> there's</c><00:35:22.279><c> also</c>

00:35:22.420 --> 00:35:22.430 align:start position:0%
define the 2.93 inspect and there's also
 

00:35:22.430 --> 00:35:24.640 align:start position:0%
define the 2.93 inspect and there's also
that<00:35:23.329><c> pursuit</c><00:35:23.690><c> of</c><00:35:23.809><c> something</c><00:35:24.229><c> called</c><00:35:24.440><c> what</c>

00:35:24.640 --> 00:35:24.650 align:start position:0%
that pursuit of something called what
 

00:35:24.650 --> 00:35:27.219 align:start position:0%
that pursuit of something called what
about<00:35:25.249><c> he</c><00:35:25.579><c> could</c><00:35:25.729><c> be</c><00:35:25.849><c> which</c><00:35:26.029><c> is</c><00:35:26.210><c> the</c><00:35:26.420><c> tool</c><00:35:27.049><c> in</c>

00:35:27.219 --> 00:35:27.229 align:start position:0%
about he could be which is the tool in
 

00:35:27.229 --> 00:35:30.160 align:start position:0%
about he could be which is the tool in
to<00:35:27.380><c> build</c><00:35:27.589><c> to</c><00:35:28.249><c> get</c><00:35:28.430><c> to</c><00:35:28.519><c> build</c><00:35:28.729><c> the</c><00:35:29.479><c> p2p</c>

00:35:30.160 --> 00:35:30.170 align:start position:0%
to build to get to build the p2p
 

00:35:30.170 --> 00:35:37.210 align:start position:0%
to build to get to build the p2p
solutions<00:35:30.789><c> like</c><00:35:32.079><c> application</c><00:35:33.079><c> level</c>

00:35:37.210 --> 00:35:37.220 align:start position:0%
 
 

00:35:37.220 --> 00:35:44.010 align:start position:0%
 
so<00:35:38.650><c> how</c><00:35:39.650><c> does</c><00:35:41.170><c> statuses</c>

00:35:44.010 --> 00:35:44.020 align:start position:0%
so how does statuses
 

00:35:44.020 --> 00:35:48.130 align:start position:0%
so how does statuses
it's<00:35:45.020><c> a</c><00:35:45.700><c> distributed</c><00:35:46.700><c> chat</c><00:35:47.270><c> application</c><00:35:47.839><c> and</c>

00:35:48.130 --> 00:35:48.140 align:start position:0%
it's a distributed chat application and
 

00:35:48.140 --> 00:35:52.210 align:start position:0%
it's a distributed chat application and
it<00:35:48.560><c> was</c><00:35:49.369><c> robust</c><00:35:50.000><c> peer-to-peer</c><00:35:51.220><c> stacking</c>

00:35:52.210 --> 00:35:52.220 align:start position:0%
it was robust peer-to-peer stacking
 

00:35:52.220 --> 00:35:59.800 align:start position:0%
it was robust peer-to-peer stacking
order<00:35:52.430><c> to</c><00:35:52.640><c> will</c><00:35:53.300><c> feel</c><00:35:53.450><c> it's</c><00:35:53.630><c> from</c><00:35:57.760><c> the</c><00:35:58.810><c> weepy</c>

00:35:59.800 --> 00:35:59.810 align:start position:0%
order to will feel it's from the weepy
 

00:35:59.810 --> 00:36:03.900 align:start position:0%
order to will feel it's from the weepy
to<00:35:59.960><c> be</c><00:36:00.140><c> is</c><00:36:01.599><c> no</c><00:36:02.599><c> no</c><00:36:02.660><c> sorry</c>

00:36:03.900 --> 00:36:03.910 align:start position:0%
to be is no no sorry
 

00:36:03.910 --> 00:36:07.210 align:start position:0%
to be is no no sorry
the<00:36:04.910><c> problem</c><00:36:05.450><c> is</c><00:36:05.540><c> that</c><00:36:05.569><c> the</c><00:36:05.930><c> current</c><00:36:06.220><c> atrium</c>

00:36:07.210 --> 00:36:07.220 align:start position:0%
the problem is that the current atrium
 

00:36:07.220 --> 00:36:10.030 align:start position:0%
the problem is that the current atrium
solutions<00:36:08.210><c> peer-to-peer</c><00:36:09.140><c> solutions</c><00:36:09.710><c> are</c><00:36:09.920><c> not</c>

00:36:10.030 --> 00:36:10.040 align:start position:0%
solutions peer-to-peer solutions are not
 

00:36:10.040 --> 00:36:15.540 align:start position:0%
solutions peer-to-peer solutions are not
necessarily<00:36:12.430><c> didn't</c><00:36:13.430><c> necessarily</c><00:36:13.520><c> feed</c><00:36:13.970><c> the</c>

00:36:15.540 --> 00:36:15.550 align:start position:0%
necessarily didn't necessarily feed the
 

00:36:15.550 --> 00:36:19.599 align:start position:0%
necessarily didn't necessarily feed the
status<00:36:16.550><c> require</c><00:36:16.849><c> separately</c><00:36:17.359><c> so</c><00:36:18.190><c> we</c><00:36:19.190><c> are</c>

00:36:19.599 --> 00:36:19.609 align:start position:0%
status require separately so we are
 

00:36:19.609 --> 00:36:23.740 align:start position:0%
status require separately so we are
going<00:36:20.000><c> we</c><00:36:20.390><c> need</c><00:36:21.170><c> to</c><00:36:21.410><c> be</c><00:36:21.560><c> which</c><00:36:22.400><c> is</c><00:36:22.700><c> a</c><00:36:23.210><c> wide</c>

00:36:23.740 --> 00:36:23.750 align:start position:0%
going we need to be which is a wide
 

00:36:23.750 --> 00:36:26.380 align:start position:0%
going we need to be which is a wide
alert<00:36:24.050><c> actually</c><00:36:24.829><c> in</c><00:36:25.040><c> swapped</c><00:36:25.400><c> components</c><00:36:26.270><c> in</c>

00:36:26.380 --> 00:36:26.390 align:start position:0%
alert actually in swapped components in
 

00:36:26.390 --> 00:36:31.450 align:start position:0%
alert actually in swapped components in
and<00:36:26.510><c> out</c><00:36:26.890><c> it's</c><00:36:27.940><c> a</c><00:36:28.940><c> transfer</c><00:36:29.780><c> support</c><00:36:30.339><c> you</c><00:36:31.339><c> can</c>

00:36:31.450 --> 00:36:31.460 align:start position:0%
and out it's a transfer support you can
 

00:36:31.460 --> 00:36:41.290 align:start position:0%
and out it's a transfer support you can
use<00:36:31.640><c> this</c><00:36:31.880><c> B</c><00:36:32.180><c> is</c><00:36:32.480><c> the</c><00:36:33.460><c> new</c><00:36:34.460><c> base</c>

00:36:41.290 --> 00:36:41.300 align:start position:0%
 
 

00:36:41.300 --> 00:36:43.420 align:start position:0%
 
oh<00:36:41.380><c> there's</c><00:36:42.380><c> so</c><00:36:42.650><c> many</c><00:36:42.710><c> men</c><00:36:42.980><c> in</c><00:36:43.010><c> the</c><00:36:43.280><c> wheel</c>

00:36:43.420 --> 00:36:43.430 align:start position:0%
oh there's so many men in the wheel
 

00:36:43.430 --> 00:36:46.480 align:start position:0%
oh there's so many men in the wheel
oftentimes<00:36:44.240><c> when</c><00:36:44.450><c> you're</c><00:36:44.630><c> building</c><00:36:45.400><c> cured</c><00:36:46.400><c> of</c>

00:36:46.480 --> 00:36:46.490 align:start position:0%
oftentimes when you're building cured of
 

00:36:46.490 --> 00:36:48.430 align:start position:0%
oftentimes when you're building cured of
your<00:36:46.520><c> application</c><00:36:47.150><c> you</c><00:36:47.510><c> tend</c><00:36:47.780><c> to</c><00:36:47.869><c> sort</c><00:36:48.319><c> of</c>

00:36:48.430 --> 00:36:48.440 align:start position:0%
your application you tend to sort of
 

00:36:48.440 --> 00:36:50.620 align:start position:0%
your application you tend to sort of
build<00:36:49.099><c> up</c><00:36:49.280><c> your</c><00:36:49.430><c> career</c><00:36:49.550><c> start</c><00:36:49.940><c> from</c><00:36:50.390><c> scratch</c>

00:36:50.620 --> 00:36:50.630 align:start position:0%
build up your career start from scratch
 

00:36:50.630 --> 00:36:55.480 align:start position:0%
build up your career start from scratch
it's<00:36:51.559><c> probably</c><00:36:51.859><c> not</c><00:36:51.950><c> a</c><00:36:52.010><c> good</c><00:36:52.160><c> idea</c><00:36:52.270><c> so</c><00:36:54.490><c> and</c>

00:36:55.480 --> 00:36:55.490 align:start position:0%
it's probably not a good idea so and
 

00:36:55.490 --> 00:36:57.700 align:start position:0%
it's probably not a good idea so and
there's<00:36:56.150><c> also</c><00:36:56.329><c> lots</c><00:36:56.540><c> of</c><00:36:56.690><c> buying</c><00:36:56.990><c> from</c><00:36:57.380><c> from</c>

00:36:57.700 --> 00:36:57.710 align:start position:0%
there's also lots of buying from from
 

00:36:57.710 --> 00:37:01.210 align:start position:0%
there's also lots of buying from from
other<00:36:57.859><c> projects</c><00:36:58.280><c> again</c><00:36:58.520><c> itself</c><00:36:59.950><c> hold</c><00:37:00.950><c> it</c><00:37:01.069><c> up</c>

00:37:01.210 --> 00:37:01.220 align:start position:0%
other projects again itself hold it up
 

00:37:01.220 --> 00:37:03.910 align:start position:0%
other projects again itself hold it up
and<00:37:01.460><c> the</c><00:37:02.270><c> five</c><00:37:02.480><c> point</c><00:37:02.750><c> which</c><00:37:02.930><c> is</c><00:37:03.109><c> from</c>

00:37:03.910 --> 00:37:03.920 align:start position:0%
and the five point which is from
 

00:37:03.920 --> 00:37:09.470 align:start position:0%
and the five point which is from
Langston<00:37:05.230><c> regional</c><00:37:06.230><c> creator</c>

00:37:09.470 --> 00:37:09.480 align:start position:0%
 
 

00:37:09.480 --> 00:37:12.390 align:start position:0%
 
so<00:37:10.480><c> our</c><00:37:11.170><c> implementation</c><00:37:11.890><c> of</c><00:37:11.980><c> the</c><00:37:12.040><c> big</c><00:37:12.190><c> build</c>

00:37:12.390 --> 00:37:12.400 align:start position:0%
so our implementation of the big build
 

00:37:12.400 --> 00:37:15.000 align:start position:0%
so our implementation of the big build
using<00:37:13.119><c> something</c><00:37:13.599><c> called</c><00:37:13.720><c> name</c><00:37:14.109><c> rather</c><00:37:14.890><c> than</c>

00:37:15.000 --> 00:37:15.010 align:start position:0%
using something called name rather than
 

00:37:15.010 --> 00:37:16.740 align:start position:0%
using something called name rather than
that<00:37:15.220><c> which</c><00:37:15.400><c> just</c><00:37:15.730><c> want</c><00:37:15.970><c> to</c><00:37:16.030><c> give</c><00:37:16.150><c> us</c><00:37:16.240><c> a</c><00:37:16.359><c> little</c>

00:37:16.740 --> 00:37:16.750 align:start position:0%
that which just want to give us a little
 

00:37:16.750 --> 00:37:19.040 align:start position:0%
that which just want to give us a little
bit<00:37:16.930><c> of</c><00:37:17.020><c> props</c><00:37:17.260><c> instead</c><00:37:17.859><c> of</c><00:37:17.950><c> making</c><00:37:18.160><c> language</c>

00:37:19.040 --> 00:37:19.050 align:start position:0%
bit of props instead of making language
 

00:37:19.050 --> 00:37:20.849 align:start position:0%
bit of props instead of making language
haven't<00:37:20.050><c> sinned</c>

00:37:20.849 --> 00:37:20.859 align:start position:0%
haven't sinned
 

00:37:20.859 --> 00:37:24.960 align:start position:0%
haven't sinned
try<00:37:21.819><c> it</c><00:37:21.880><c> out</c><00:37:22.000><c> it's</c><00:37:22.390><c> super</c><00:37:22.839><c> fast</c><00:37:23.309><c> it's</c><00:37:24.309><c> got</c><00:37:24.460><c> mega</c>

00:37:24.960 --> 00:37:24.970 align:start position:0%
try it out it's super fast it's got mega
 

00:37:24.970 --> 00:37:28.200 align:start position:0%
try it out it's super fast it's got mega
browser<00:37:25.210><c> support</c><00:37:25.720><c> and</c><00:37:26.200><c> it</c><00:37:27.160><c> is</c><00:37:27.220><c> they</c><00:37:27.970><c> call</c><00:37:28.119><c> it</c>

00:37:28.200 --> 00:37:28.210 align:start position:0%
browser support and it is they call it
 

00:37:28.210 --> 00:37:33.599 align:start position:0%
browser support and it is they call it
super<00:37:28.450><c> productive</c><00:37:28.750><c> but</c><00:37:31.410><c> and</c><00:37:32.410><c> it</c><00:37:32.770><c> also</c><00:37:32.950><c> just</c>

00:37:33.599 --> 00:37:33.609 align:start position:0%
super productive but and it also just
 

00:37:33.609 --> 00:37:36.329 align:start position:0%
super productive but and it also just
got<00:37:33.849><c> version</c><00:37:34.240><c> one</c><00:37:34.420><c> took</c><00:37:35.290><c> a</c><00:37:35.349><c> while</c><00:37:35.589><c> but</c><00:37:35.800><c> it's</c>

00:37:36.329 --> 00:37:36.339 align:start position:0%
got version one took a while but it's
 

00:37:36.339 --> 00:37:41.010 align:start position:0%
got version one took a while but it's
here<00:37:37.980><c> so</c><00:37:38.980><c> I</c><00:37:39.450><c> want</c><00:37:40.450><c> to</c><00:37:40.510><c> talk</c><00:37:40.660><c> about</c><00:37:40.780><c> the</c>

00:37:41.010 --> 00:37:41.020 align:start position:0%
here so I want to talk about the
 

00:37:41.020 --> 00:37:44.730 align:start position:0%
here so I want to talk about the
challenges<00:37:41.559><c> so</c><00:37:41.589><c> both</c><00:37:42.520><c> feet</c><00:37:43.270><c> I'm</c><00:37:44.200><c> sorry</c>

00:37:44.730 --> 00:37:44.740 align:start position:0%
challenges so both feet I'm sorry
 

00:37:44.740 --> 00:37:49.069 align:start position:0%
challenges so both feet I'm sorry
peer<00:37:45.609><c> to</c><00:37:45.700><c> peer</c><00:37:45.819><c> in</c><00:37:45.940><c> general</c><00:37:46.470><c> and</c><00:37:47.730><c> those</c><00:37:48.730><c> arts</c>

00:37:49.069 --> 00:37:49.079 align:start position:0%
peer to peer in general and those arts
 

00:37:49.079 --> 00:37:52.650 align:start position:0%
peer to peer in general and those arts
scalability<00:37:50.790><c> so</c><00:37:51.790><c> maintain</c><00:37:52.300><c> stable</c>

00:37:52.650 --> 00:37:52.660 align:start position:0%
scalability so maintain stable
 

00:37:52.660 --> 00:37:54.900 align:start position:0%
scalability so maintain stable
connections<00:37:53.170><c> on</c><00:37:53.470><c> in</c><00:37:53.829><c> terms</c><00:37:54.369><c> of</c><00:37:54.460><c> your</c><00:37:54.609><c> networks</c>

00:37:54.900 --> 00:37:54.910 align:start position:0%
connections on in terms of your networks
 

00:37:54.910 --> 00:37:57.950 align:start position:0%
connections on in terms of your networks
it's<00:37:55.150><c> very</c><00:37:55.660><c> challenging</c><00:37:56.430><c> that's</c><00:37:57.430><c> one</c><00:37:57.640><c> of</c><00:37:57.730><c> the</c>

00:37:57.950 --> 00:37:57.960 align:start position:0%
it's very challenging that's one of the
 

00:37:57.960 --> 00:38:02.790 align:start position:0%
it's very challenging that's one of the
biggest<00:37:58.960><c> major</c><00:37:59.170><c> issues</c><00:38:00.000><c> scale</c><00:38:01.000><c> in</c><00:38:01.800><c> hardware</c>

00:38:02.790 --> 00:38:02.800 align:start position:0%
biggest major issues scale in hardware
 

00:38:02.800 --> 00:38:06.210 align:start position:0%
biggest major issues scale in hardware
being<00:38:02.980><c> very</c><00:38:03.190><c> diverse</c><00:38:03.579><c> you</c><00:38:04.500><c> can</c><00:38:05.500><c> find</c><00:38:05.859><c> them</c><00:38:06.069><c> a</c>

00:38:06.210 --> 00:38:06.220 align:start position:0%
being very diverse you can find them a
 

00:38:06.220 --> 00:38:07.859 align:start position:0%
being very diverse you can find them a
few<00:38:06.339><c> servers</c><00:38:06.700><c> or</c><00:38:07.030><c> you</c><00:38:07.150><c> could</c><00:38:07.329><c> be</c><00:38:07.450><c> running</c><00:38:07.750><c> it</c>

00:38:07.859 --> 00:38:07.869 align:start position:0%
few servers or you could be running it
 

00:38:07.869 --> 00:38:10.980 align:start position:0%
few servers or you could be running it
on<00:38:08.109><c> a</c><00:38:08.380><c> browser</c><00:38:08.710><c> or</c><00:38:09.250><c> on</c><00:38:09.309><c> your</c><00:38:09.790><c> phone</c><00:38:10.000><c> so</c><00:38:10.359><c> I'm</c><00:38:10.839><c> not</c>

00:38:10.980 --> 00:38:10.990 align:start position:0%
on a browser or on your phone so I'm not
 

00:38:10.990 --> 00:38:13.660 align:start position:0%
on a browser or on your phone so I'm not
convenient<00:38:11.470><c> you</c><00:38:12.069><c> have</c><00:38:12.250><c> to</c><00:38:12.369><c> go</c><00:38:12.490><c> for</c><00:38:12.730><c> that</c>

00:38:13.660 --> 00:38:13.670 align:start position:0%
convenient you have to go for that
 

00:38:13.670 --> 00:38:15.700 align:start position:0%
convenient you have to go for that
this<00:38:13.940><c> coming</c><00:38:14.180><c> of</c><00:38:14.450><c> this</c><00:38:14.660><c> also</c><00:38:14.840><c> a</c><00:38:15.080><c> problem</c>

00:38:15.700 --> 00:38:15.710 align:start position:0%
this coming of this also a problem
 

00:38:15.710 --> 00:38:17.320 align:start position:0%
this coming of this also a problem
there's<00:38:16.340><c> different</c><00:38:16.640><c> solutions</c><00:38:17.030><c> for</c><00:38:17.090><c> dad</c>

00:38:17.320 --> 00:38:17.330 align:start position:0%
there's different solutions for dad
 

00:38:17.330 --> 00:38:23.170 align:start position:0%
there's different solutions for dad
there's<00:38:18.400><c> heaps</c><00:38:19.400><c> T</c><00:38:19.640><c> residues</c><00:38:20.500><c> etc</c><00:38:21.640><c> but</c><00:38:22.640><c> out</c><00:38:23.120><c> of</c>

00:38:23.170 --> 00:38:23.180 align:start position:0%
there's heaps T residues etc but out of
 

00:38:23.180 --> 00:38:28.630 align:start position:0%
there's heaps T residues etc but out of
those<00:38:23.390><c> is</c><00:38:24.320><c> the</c><00:38:24.620><c> only</c><00:38:25.000><c> sort</c><00:38:26.000><c> of</c><00:38:27.640><c> discovery</c>

00:38:28.630 --> 00:38:28.640 align:start position:0%
those is the only sort of discovery
 

00:38:28.640 --> 00:38:33.700 align:start position:0%
those is the only sort of discovery
mechanism<00:38:29.480><c> and</c><00:38:31.000><c> it</c><00:38:32.000><c> is</c><00:38:32.420><c> relatively</c><00:38:33.350><c> easy</c><00:38:33.440><c> to</c>

00:38:33.700 --> 00:38:33.710 align:start position:0%
mechanism and it is relatively easy to
 

00:38:33.710 --> 00:38:34.600 align:start position:0%
mechanism and it is relatively easy to
Samaritans

00:38:34.600 --> 00:38:34.610 align:start position:0%
Samaritans
 

00:38:34.610 --> 00:38:36.970 align:start position:0%
Samaritans
although<00:38:35.030><c> there</c><00:38:35.210><c> are</c><00:38:35.240><c> ways</c><00:38:35.750><c> of</c><00:38:36.380><c> going</c><00:38:36.860><c> about</c>

00:38:36.970 --> 00:38:36.980 align:start position:0%
although there are ways of going about
 

00:38:36.980 --> 00:38:37.800 align:start position:0%
although there are ways of going about
it

00:38:37.800 --> 00:38:37.810 align:start position:0%
it
 

00:38:37.810 --> 00:38:40.180 align:start position:0%
it
g'day<00:38:38.810><c> Emily</c><00:38:38.990><c> a</c><00:38:39.020><c> house</c><00:38:39.230><c> and</c><00:38:39.590><c> fiscally</c><00:38:40.010><c> only</c>

00:38:40.180 --> 00:38:40.190 align:start position:0%
g'day Emily a house and fiscally only
 

00:38:40.190 --> 00:38:42.870 align:start position:0%
g'day Emily a house and fiscally only
entity<00:38:40.580><c> providing</c><00:38:41.210><c> some</c><00:38:41.650><c> workarounds</c><00:38:42.650><c> or</c>

00:38:42.870 --> 00:38:42.880 align:start position:0%
entity providing some workarounds or
 

00:38:42.880 --> 00:38:44.950 align:start position:0%
entity providing some workarounds or
solutions<00:38:43.880><c> when</c><00:38:44.060><c> you</c><00:38:44.150><c> get</c><00:38:44.300><c> to</c><00:38:44.480><c> mitigate</c><00:38:44.810><c> the</c>

00:38:44.950 --> 00:38:44.960 align:start position:0%
solutions when you get to mitigate the
 

00:38:44.960 --> 00:38:46.300 align:start position:0%
solutions when you get to mitigate the
seasons

00:38:46.300 --> 00:38:46.310 align:start position:0%
seasons
 

00:38:46.310 --> 00:38:54.780 align:start position:0%
seasons
that's<00:38:47.000><c> our</c><00:38:47.300><c> problem</c><00:38:47.720><c> a</c><00:38:48.050><c> problem</c><00:38:49.010><c> as</c><00:38:49.130><c> well</c><00:38:53.230><c> the</c>

00:38:54.780 --> 00:38:54.790 align:start position:0%
that's our problem a problem as well the
 

00:38:54.790 --> 00:38:59.329 align:start position:0%
that's our problem a problem as well the
what<00:38:55.790><c> else</c>

00:38:59.329 --> 00:38:59.339 align:start position:0%
 
 

00:38:59.339 --> 00:39:02.469 align:start position:0%
 
yep<00:38:59.909><c> bandit</c><00:39:00.329><c> defended</c><00:39:01.019><c> it's</c><00:39:01.169><c> a</c><00:39:01.229><c> big</c><00:39:01.409><c> one</c>

00:39:02.469 --> 00:39:02.479 align:start position:0%
yep bandit defended it's a big one
 

00:39:02.479 --> 00:39:05.029 align:start position:0%
yep bandit defended it's a big one
usually<00:39:03.479><c> in</c><00:39:03.630><c> intronetworks</c><00:39:04.409><c> there's</c><00:39:04.799><c> a</c><00:39:04.890><c> lot</c>

00:39:05.029 --> 00:39:05.039 align:start position:0%
usually in intronetworks there's a lot
 

00:39:05.039 --> 00:39:11.800 align:start position:0%
usually in intronetworks there's a lot
of<00:39:05.189><c> traffic</c><00:39:05.909><c> and</c><00:39:06.799><c> discovery</c><00:39:07.799><c> and</c>

00:39:11.800 --> 00:39:11.810 align:start position:0%
 
 

00:39:11.810 --> 00:39:16.960 align:start position:0%
 
and<00:39:12.230><c> then</c><00:39:12.380><c> privacy</c><00:39:12.980><c> and</c><00:39:13.070><c> anonymity</c><00:39:15.700><c> you</c><00:39:16.700><c> can</c>

00:39:16.960 --> 00:39:16.970 align:start position:0%
and then privacy and anonymity you can
 

00:39:16.970 --> 00:39:19.180 align:start position:0%
and then privacy and anonymity you can
build<00:39:17.270><c> that</c><00:39:17.900><c> you</c><00:39:18.080><c> can</c><00:39:18.260><c> encrypt</c><00:39:18.530><c> data</c><00:39:18.650><c> and</c>

00:39:19.180 --> 00:39:19.190 align:start position:0%
build that you can encrypt data and
 

00:39:19.190 --> 00:39:24.010 align:start position:0%
build that you can encrypt data and
prevent<00:39:20.150><c> from</c><00:39:20.750><c> it</c><00:39:20.900><c> being</c><00:39:22.690><c> inspected</c><00:39:23.690><c> and</c>

00:39:24.010 --> 00:39:24.020 align:start position:0%
prevent from it being inspected and
 

00:39:24.020 --> 00:39:25.480 align:start position:0%
prevent from it being inspected and
things<00:39:24.170><c> like</c><00:39:24.290><c> that</c><00:39:24.350><c> is</c><00:39:24.740><c> still</c><00:39:24.920><c> weak</c><00:39:25.100><c> a</c><00:39:25.190><c> lot</c><00:39:25.340><c> of</c>

00:39:25.480 --> 00:39:25.490 align:start position:0%
things like that is still weak a lot of
 

00:39:25.490 --> 00:39:28.990 align:start position:0%
things like that is still weak a lot of
metadata<00:39:25.970><c> and</c><00:39:26.560><c> usually</c><00:39:27.560><c> or</c><00:39:28.190><c> sometimes</c><00:39:28.670><c> that's</c>

00:39:28.990 --> 00:39:29.000 align:start position:0%
metadata and usually or sometimes that's
 

00:39:29.000 --> 00:39:34.270 align:start position:0%
metadata and usually or sometimes that's
enough<00:39:29.300><c> to</c><00:39:29.540><c> basically</c><00:39:31.840><c> to</c><00:39:32.840><c> invalidate</c><00:39:33.560><c> every</c>

00:39:34.270 --> 00:39:34.280 align:start position:0%
enough to basically to invalidate every
 

00:39:34.280 --> 00:39:40.330 align:start position:0%
enough to basically to invalidate every
other<00:39:34.780><c> security</c><00:39:35.780><c> measures</c><00:39:36.220><c> happily</c><00:39:38.710><c> and</c><00:39:39.710><c> then</c>

00:39:40.330 --> 00:39:40.340 align:start position:0%
other security measures happily and then
 

00:39:40.340 --> 00:39:44.500 align:start position:0%
other security measures happily and then
in<00:39:41.180><c> order</c><00:39:41.420><c> to</c><00:39:42.370><c> support</c><00:39:43.370><c> the</c><00:39:43.640><c> work</c><00:39:43.880><c> to</c><00:39:44.120><c> run</c><00:39:44.330><c> a</c>

00:39:44.500 --> 00:39:44.510 align:start position:0%
in order to support the work to run a
 

00:39:44.510 --> 00:39:46.720 align:start position:0%
in order to support the work to run a
large<00:39:44.750><c> computer</c><00:39:45.590><c> during</c><00:39:45.800><c> a</c><00:39:45.950><c> break</c><00:39:46.160><c> you</c><00:39:46.580><c> need</c>

00:39:46.720 --> 00:39:46.730 align:start position:0%
large computer during a break you need
 

00:39:46.730 --> 00:39:48.940 align:start position:0%
large computer during a break you need
some<00:39:46.910><c> sort</c><00:39:47.060><c> of</c><00:39:47.180><c> incentive</c><00:39:47.720><c> Asia</c><00:39:47.900><c> I</c><00:39:48.290><c> think</c>

00:39:48.940 --> 00:39:48.950 align:start position:0%
some sort of incentive Asia I think
 

00:39:48.950 --> 00:39:51.820 align:start position:0%
some sort of incentive Asia I think
that's<00:39:49.360><c> the</c><00:39:50.360><c> thing</c><00:39:50.390><c> we</c><00:39:50.720><c> haven't</c><00:39:50.900><c> really</c><00:39:51.110><c> saw</c>

00:39:51.820 --> 00:39:51.830 align:start position:0%
that's the thing we haven't really saw
 

00:39:51.830 --> 00:39:55.450 align:start position:0%
that's the thing we haven't really saw
yet

00:39:55.450 --> 00:39:55.460 align:start position:0%
 
 

00:39:55.460 --> 00:39:59.350 align:start position:0%
 
[Music]

00:39:59.350 --> 00:39:59.360 align:start position:0%
 
 

00:39:59.360 --> 00:40:03.970 align:start position:0%
 
so<00:40:00.700><c> this</c><00:40:01.700><c> is</c><00:40:01.940><c> some</c><00:40:02.810><c> solutions</c><00:40:03.350><c> to</c><00:40:03.680><c> some</c><00:40:03.950><c> of</c>

00:40:03.970 --> 00:40:03.980 align:start position:0%
so this is some solutions to some of
 

00:40:03.980 --> 00:40:07.420 align:start position:0%
so this is some solutions to some of
this<00:40:04.130><c> problems</c><00:40:05.200><c> that</c><00:40:06.200><c> I</c><00:40:06.290><c> just</c><00:40:07.070><c> want</c><00:40:07.250><c> to</c><00:40:07.310><c> bring</c>

00:40:07.420 --> 00:40:07.430 align:start position:0%
this problems that I just want to bring
 

00:40:07.430 --> 00:40:12.530 align:start position:0%
this problems that I just want to bring
it<00:40:07.490><c> up</c><00:40:07.640><c> and</c><00:40:07.790><c> bring</c><00:40:08.000><c> them</c><00:40:08.120><c> on</c><00:40:08.210><c> there</c><00:40:08.390><c> obviously</c>

00:40:12.530 --> 00:40:12.540 align:start position:0%
 
 

00:40:12.540 --> 00:40:15.680 align:start position:0%
 
the<00:40:13.490><c> tree</c><00:40:14.490><c> gets</c><00:40:14.730><c> to</c><00:40:14.849><c> build</c><00:40:15.000><c> clients</c><00:40:15.510><c> that</c>

00:40:15.680 --> 00:40:15.690 align:start position:0%
the tree gets to build clients that
 

00:40:15.690 --> 00:40:17.329 align:start position:0%
the tree gets to build clients that
always<00:40:16.349><c> contribute</c><00:40:16.829><c> something</c><00:40:17.010><c> to</c><00:40:17.130><c> the</c>

00:40:17.329 --> 00:40:17.339 align:start position:0%
always contribute something to the
 

00:40:17.339 --> 00:40:20.390 align:start position:0%
always contribute something to the
networks<00:40:17.670><c> there's</c><00:40:17.940><c> this</c><00:40:18.359><c> idea</c><00:40:18.570><c> of</c><00:40:18.859><c> my</c><00:40:19.859><c> clients</c>

00:40:20.390 --> 00:40:20.400 align:start position:0%
networks there's this idea of my clients
 

00:40:20.400 --> 00:40:25.069 align:start position:0%
networks there's this idea of my clients
and<00:40:21.079><c> Realtors</c><00:40:22.079><c> and</c><00:40:22.820><c> usually</c><00:40:23.820><c> that</c><00:40:24.480><c> implies</c>

00:40:25.069 --> 00:40:25.079 align:start position:0%
and Realtors and usually that implies
 

00:40:25.079 --> 00:40:28.460 align:start position:0%
and Realtors and usually that implies
that<00:40:25.109><c> the</c><00:40:25.589><c> client</c><00:40:26.040><c> is</c><00:40:26.220><c> basically</c><00:40:27.290><c> the</c><00:40:28.290><c> most</c>

00:40:28.460 --> 00:40:28.470 align:start position:0%
that the client is basically the most
 

00:40:28.470 --> 00:40:32.270 align:start position:0%
that the client is basically the most
cases<00:40:28.730><c> leaches</c><00:40:29.730><c> data</c><00:40:30.030><c> from</c><00:40:30.359><c> other</c><00:40:31.280><c> bigger</c>

00:40:32.270 --> 00:40:32.280 align:start position:0%
cases leaches data from other bigger
 

00:40:32.280 --> 00:40:34.069 align:start position:0%
cases leaches data from other bigger
notes<00:40:32.490><c> in</c><00:40:32.670><c> an</c><00:40:32.790><c> effort</c><00:40:33.060><c> or</c><00:40:33.300><c> more</c><00:40:33.510><c> powerful</c>

00:40:34.069 --> 00:40:34.079 align:start position:0%
notes in an effort or more powerful
 

00:40:34.079 --> 00:40:35.930 align:start position:0%
notes in an effort or more powerful
notes<00:40:34.260><c> and</c><00:40:34.440><c> they're</c><00:40:34.619><c> usually</c><00:40:35.520><c> that</c><00:40:35.910><c> doesn't</c>

00:40:35.930 --> 00:40:35.940 align:start position:0%
notes and they're usually that doesn't
 

00:40:35.940 --> 00:40:38.240 align:start position:0%
notes and they're usually that doesn't
speak<00:40:36.390><c> scale</c><00:40:36.750><c> very</c><00:40:36.990><c> well</c><00:40:37.170><c> does</c><00:40:37.500><c> he</c><00:40:37.530><c> have</c><00:40:37.619><c> to</c>

00:40:38.240 --> 00:40:38.250 align:start position:0%
speak scale very well does he have to
 

00:40:38.250 --> 00:40:41.390 align:start position:0%
speak scale very well does he have to
end<00:40:38.579><c> up</c><00:40:38.700><c> with</c><00:40:38.820><c> a</c><00:40:38.880><c> lot</c><00:40:39.089><c> more</c><00:40:39.800><c> like</c><00:40:40.800><c> lines</c><00:40:41.099><c> in</c><00:40:41.310><c> the</c>

00:40:41.390 --> 00:40:41.400 align:start position:0%
end up with a lot more like lines in the
 

00:40:41.400 --> 00:40:43.099 align:start position:0%
end up with a lot more like lines in the
never<00:40:41.579><c> again</c><00:40:41.910><c> than</c><00:40:42.210><c> full</c><00:40:42.420><c> clients</c><00:40:42.869><c> and</c>

00:40:43.099 --> 00:40:43.109 align:start position:0%
never again than full clients and
 

00:40:43.109 --> 00:40:44.990 align:start position:0%
never again than full clients and
they're<00:40:44.070><c> only</c><00:40:44.190><c> attendant</c>

00:40:44.990 --> 00:40:45.000 align:start position:0%
they're only attendant
 

00:40:45.000 --> 00:40:47.680 align:start position:0%
they're only attendant
it's<00:40:45.780><c> very</c><00:40:45.990><c> hard</c><00:40:46.170><c> to</c><00:40:46.290><c> scale</c><00:40:46.380><c> during</c><00:40:46.920><c> effort</c><00:40:47.250><c> so</c>

00:40:47.680 --> 00:40:47.690 align:start position:0%
it's very hard to scale during effort so
 

00:40:47.690 --> 00:40:51.849 align:start position:0%
it's very hard to scale during effort so
one<00:40:48.690><c> of</c><00:40:48.810><c> those</c><00:40:48.900><c> things</c><00:40:49.109><c> that</c><00:40:49.410><c> I</c><00:40:49.680><c> believe</c><00:40:50.550><c> that</c>

00:40:51.849 --> 00:40:51.859 align:start position:0%
one of those things that I believe that
 

00:40:51.859 --> 00:40:55.099 align:start position:0%
one of those things that I believe that
should<00:40:52.859><c> that</c><00:40:53.359><c> peer-to-peer</c><00:40:54.359><c> network</c><00:40:54.869><c> should</c>

00:40:55.099 --> 00:40:55.109 align:start position:0%
should that peer-to-peer network should
 

00:40:55.109 --> 00:40:57.890 align:start position:0%
should that peer-to-peer network should
have<00:40:55.320><c> is</c><00:40:55.589><c> the</c><00:40:56.369><c> ability</c><00:40:56.550><c> of</c><00:40:56.880><c> beauty</c><00:40:57.540><c> line</c><00:40:57.720><c> that</c>

00:40:57.890 --> 00:40:57.900 align:start position:0%
have is the ability of beauty line that
 

00:40:57.900 --> 00:40:59.839 align:start position:0%
have is the ability of beauty line that
every<00:40:58.079><c> single</c><00:40:58.230><c> resources</c><00:40:58.829><c> available</c><00:40:59.250><c> to</c><00:40:59.310><c> hear</c>

00:40:59.839 --> 00:40:59.849 align:start position:0%
every single resources available to hear
 

00:40:59.849 --> 00:41:03.920 align:start position:0%
every single resources available to hear
a<00:41:00.089><c> light</c><00:41:00.270><c> client</c><00:41:00.720><c> and</c><00:41:01.579><c> you</c><00:41:02.579><c> can</c><00:41:02.730><c> steal</c><00:41:03.119><c> serve</c>

00:41:03.920 --> 00:41:03.930 align:start position:0%
a light client and you can steal serve
 

00:41:03.930 --> 00:41:06.560 align:start position:0%
a light client and you can steal serve
some<00:41:03.960><c> chunks</c><00:41:04.680><c> of</c><00:41:04.800><c> data</c><00:41:04.950><c> to</c><00:41:05.339><c> other</c><00:41:06.030><c> peers</c><00:41:06.300><c> in</c><00:41:06.480><c> a</c>

00:41:06.560 --> 00:41:06.570 align:start position:0%
some chunks of data to other peers in a
 

00:41:06.570 --> 00:41:07.730 align:start position:0%
some chunks of data to other peers in a
network<00:41:06.869><c> if</c><00:41:07.020><c> we're</c><00:41:07.170><c> talking</c><00:41:07.260><c> about</c><00:41:07.410><c> data</c>

00:41:07.730 --> 00:41:07.740 align:start position:0%
network if we're talking about data
 

00:41:07.740 --> 00:41:10.550 align:start position:0%
network if we're talking about data
specificity<00:41:08.660><c> and</c><00:41:09.660><c> the</c><00:41:09.720><c> probably</c><00:41:10.290><c> should</c><00:41:10.410><c> do</c>

00:41:10.550 --> 00:41:10.560 align:start position:0%
specificity and the probably should do
 

00:41:10.560 --> 00:41:11.210 align:start position:0%
specificity and the probably should do
that

00:41:11.210 --> 00:41:11.220 align:start position:0%
that
 

00:41:11.220 --> 00:41:15.859 align:start position:0%
that
it's<00:41:11.340><c> gonna</c><00:41:11.460><c> help</c><00:41:12.300><c> scale</c><00:41:12.930><c> them</c><00:41:14.390><c> and</c><00:41:15.390><c> we</c><00:41:15.660><c> also</c>

00:41:15.859 --> 00:41:15.869 align:start position:0%
it's gonna help scale them and we also
 

00:41:15.869 --> 00:41:20.349 align:start position:0%
it's gonna help scale them and we also
wish<00:41:16.440><c> it</c><00:41:16.590><c> also</c><00:41:16.800><c> sold</c><00:41:17.130><c> the</c><00:41:18.290><c> patientís</c>

00:41:20.349 --> 00:41:20.359 align:start position:0%
wish it also sold the patientís
 

00:41:20.359 --> 00:41:23.440 align:start position:0%
wish it also sold the patientís
there<00:41:21.359><c> are</c><00:41:21.450><c> several</c><00:41:21.630><c> projects</c><00:41:22.140><c> but</c><00:41:22.430><c> and</c>

00:41:23.440 --> 00:41:23.450 align:start position:0%
there are several projects but and
 

00:41:23.450 --> 00:41:26.180 align:start position:0%
there are several projects but and
obviously<00:41:24.450><c> this</c><00:41:24.840><c> two</c><00:41:25.050><c> things</c><00:41:25.290><c> are</c><00:41:25.500><c> not</c><00:41:25.650><c> too</c>

00:41:26.180 --> 00:41:26.190 align:start position:0%
obviously this two things are not too
 

00:41:26.190 --> 00:41:41.630 align:start position:0%
obviously this two things are not too
exclusive<00:41:26.430><c> there</c><00:41:26.910><c> every</c><00:41:27.840><c> weekend</c>

00:41:41.630 --> 00:41:41.640 align:start position:0%
 
 

00:41:41.640 --> 00:41:43.890 align:start position:0%
 
yeah<00:41:42.640><c> that</c><00:41:42.880><c> looks</c><00:41:43.030><c> other</c><00:41:43.210><c> time</c><00:41:43.540><c> which</c><00:41:43.780><c> is</c>

00:41:43.890 --> 00:41:43.900 align:start position:0%
yeah that looks other time which is
 

00:41:43.900 --> 00:41:46.590 align:start position:0%
yeah that looks other time which is
great<00:41:44.050><c> we're</c><00:41:44.500><c> back</c><00:41:44.680><c> on</c><00:41:44.800><c> track</c><00:41:44.950><c> now</c><00:41:45.250><c> and</c><00:41:45.600><c> my</c>

00:41:46.590 --> 00:41:46.600 align:start position:0%
great we're back on track now and my
 

00:41:46.600 --> 00:41:48.360 align:start position:0%
great we're back on track now and my
question<00:41:47.110><c> is</c><00:41:47.140><c> from</c><00:41:47.350><c> the</c><00:41:47.500><c> room</c><00:41:47.680><c> there</c><00:41:47.980><c> already</c>

00:41:48.360 --> 00:41:48.370 align:start position:0%
question is from the room there already
 

00:41:48.370 --> 00:41:55.910 align:start position:0%
question is from the room there already
I<00:41:51.570><c> like</c><00:41:52.570><c> that</c><00:41:52.720><c> something</c><00:41:52.990><c> so</c>

00:41:55.910 --> 00:41:55.920 align:start position:0%
 
 

00:41:55.920 --> 00:41:58.069 align:start position:0%
 
satis<00:41:56.880><c> is</c><00:41:57.000><c> one</c><00:41:57.150><c> of</c><00:41:57.240><c> these</c><00:41:57.390><c> one</c><00:41:57.960><c> of</c><00:41:57.990><c> these</c>

00:41:58.069 --> 00:41:58.079 align:start position:0%
satis is one of these one of these
 

00:41:58.079 --> 00:42:00.799 align:start position:0%
satis is one of these one of these
projects<00:41:58.680><c> which</c><00:41:58.829><c> basically</c><00:41:59.220><c> kind</c><00:42:00.150><c> of</c><00:42:00.240><c> good</c>

00:42:00.799 --> 00:42:00.809 align:start position:0%
projects which basically kind of good
 

00:42:00.809 --> 00:42:04.970 align:start position:0%
projects which basically kind of good
men<00:42:00.990><c> estimated</c><00:42:01.859><c> 1/2</c><00:42:02.339><c> as</c><00:42:02.519><c> a</c><00:42:02.549><c> result</c><00:42:03.000><c> I</c><00:42:03.980><c> guess</c>

00:42:04.970 --> 00:42:04.980 align:start position:0%
men estimated 1/2 as a result I guess
 

00:42:04.980 --> 00:42:08.620 align:start position:0%
men estimated 1/2 as a result I guess
you<00:42:05.130><c> could</c><00:42:05.250><c> say</c><00:42:05.539><c> the</c><00:42:06.539><c> original</c><00:42:06.869><c> problem</c>

00:42:08.620 --> 00:42:08.630 align:start position:0%
you could say the original problem
 

00:42:08.630 --> 00:42:15.020 align:start position:0%
you could say the original problem
[Music]

00:42:15.020 --> 00:42:15.030 align:start position:0%
 
 

00:42:15.030 --> 00:42:17.690 align:start position:0%
 
are<00:42:15.540><c> you</c><00:42:15.720><c> looking</c><00:42:15.900><c> at</c><00:42:16.170><c> statuses</c><00:42:16.860><c> and</c><00:42:17.490><c> its</c>

00:42:17.690 --> 00:42:17.700 align:start position:0%
are you looking at statuses and its
 

00:42:17.700 --> 00:42:20.270 align:start position:0%
are you looking at statuses and its
current<00:42:18.030><c> development</c><00:42:18.510><c> is</c><00:42:18.570><c> a</c><00:42:18.660><c> way</c><00:42:18.840><c> to</c><00:42:19.190><c> sort</c><00:42:20.190><c> of</c>

00:42:20.270 --> 00:42:20.280 align:start position:0%
current development is a way to sort of
 

00:42:20.280 --> 00:42:22.280 align:start position:0%
current development is a way to sort of
match<00:42:20.550><c> that</c><00:42:20.790><c> whole</c><00:42:21.000><c> thing</c><00:42:21.150><c> is</c><00:42:21.330><c> it</c><00:42:21.510><c> is</c><00:42:21.900><c> it</c><00:42:22.050><c> it's</c>

00:42:22.280 --> 00:42:22.290 align:start position:0%
match that whole thing is it is it it's
 

00:42:22.290 --> 00:42:30.680 align:start position:0%
match that whole thing is it is it it's
not<00:42:22.470><c> explicitly</c><00:42:25.220><c> yeah</c><00:42:27.050><c> so</c><00:42:29.240><c> it's</c><00:42:30.240><c> basically</c>

00:42:30.680 --> 00:42:30.690 align:start position:0%
not explicitly yeah so it's basically
 

00:42:30.690 --> 00:42:41.020 align:start position:0%
not explicitly yeah so it's basically
trying<00:42:31.080><c> to</c><00:42:31.200><c> conceal</c><00:42:31.590><c> the</c><00:42:39.200><c> like</c><00:42:40.200><c> in</c>

00:42:41.020 --> 00:42:41.030 align:start position:0%
trying to conceal the like in
 

00:42:41.030 --> 00:42:49.010 align:start position:0%
trying to conceal the like in
scalability<00:42:42.030><c> or</c><00:42:45.590><c> okay</c><00:42:46.590><c> so</c><00:42:47.520><c> yeah</c><00:42:47.750><c> status</c><00:42:48.750><c> is</c>

00:42:49.010 --> 00:42:49.020 align:start position:0%
scalability or okay so yeah status is
 

00:42:49.020 --> 00:42:52.370 align:start position:0%
scalability or okay so yeah status is
basically<00:42:49.380><c> trying</c><00:42:49.740><c> to</c><00:42:50.930><c> help</c><00:42:51.930><c> those</c>

00:42:52.370 --> 00:42:52.380 align:start position:0%
basically trying to help those
 

00:42:52.380 --> 00:42:55.220 align:start position:0%
basically trying to help those
scalability<00:42:53.280><c> issues</c><00:42:53.640><c> that</c><00:42:54.300><c> get</c><00:42:54.660><c> run</c><00:42:54.930><c> into</c>

00:42:55.220 --> 00:42:55.230 align:start position:0%
scalability issues that get run into
 

00:42:55.230 --> 00:42:59.060 align:start position:0%
scalability issues that get run into
trying<00:42:55.560><c> to</c><00:42:55.830><c> sort</c><00:42:56.550><c> of</c><00:42:56.640><c> build</c><00:42:57.330><c> its</c><00:42:57.990><c> its</c><00:42:58.410><c> WeChat</c>

00:42:59.060 --> 00:42:59.070 align:start position:0%
trying to sort of build its its WeChat
 

00:42:59.070 --> 00:43:03.020 align:start position:0%
trying to sort of build its its WeChat
like<00:42:59.760><c> application</c><00:43:00.650><c> and</c><00:43:01.650><c> yeah</c><00:43:02.400><c> now</c><00:43:02.820><c> it's</c>

00:43:03.020 --> 00:43:03.030 align:start position:0%
like application and yeah now it's
 

00:43:03.030 --> 00:43:08.990 align:start position:0%
like application and yeah now it's
pushing<00:43:03.690><c> forward</c><00:43:07.370><c> was</c><00:43:08.370><c> that</c><00:43:08.520><c> the</c><00:43:08.580><c> question</c>

00:43:08.990 --> 00:43:09.000 align:start position:0%
pushing forward was that the question
 

00:43:09.000 --> 00:43:17.270 align:start position:0%
pushing forward was that the question
I<00:43:09.030><c> was</c><00:43:09.990><c> asking</c>

00:43:17.270 --> 00:43:17.280 align:start position:0%
 
 

00:43:17.280 --> 00:43:53.370 align:start position:0%
 
[Music]

00:43:53.370 --> 00:43:53.380 align:start position:0%
 
 

00:43:53.380 --> 00:43:56.080 align:start position:0%
 
my<00:43:54.380><c> name</c><00:43:54.530><c> is</c><00:43:54.650><c> September</c><00:43:55.280><c> and</c><00:43:55.520><c> I</c><00:43:55.580><c> work</c><00:43:55.880><c> on</c><00:43:56.030><c> the</c>

00:43:56.080 --> 00:43:56.090 align:start position:0%
my name is September and I work on the
 

00:43:56.090 --> 00:43:59.650 align:start position:0%
my name is September and I work on the
cellar<00:43:56.540><c> protocol</c><00:43:58.030><c> today</c><00:43:59.030><c> I'm</c><00:43:59.300><c> going</c><00:43:59.510><c> to</c><00:43:59.570><c> be</c>

00:43:59.650 --> 00:43:59.660 align:start position:0%
cellar protocol today I'm going to be
 

00:43:59.660 --> 00:44:02.410 align:start position:0%
cellar protocol today I'm going to be
talking<00:43:59.930><c> about</c><00:44:00.230><c> I</c><00:44:00.890><c> can</c><00:44:01.220><c> trust</c><00:44:01.430><c> which</c><00:44:01.760><c> is</c><00:44:01.790><c> a</c>

00:44:02.410 --> 00:44:02.420 align:start position:0%
talking about I can trust which is a
 

00:44:02.420 --> 00:44:06.970 align:start position:0%
talking about I can trust which is a
protocol<00:44:03.110><c> that</c><00:44:03.520><c> I</c><00:44:04.520><c> wrote</c><00:44:05.180><c> back</c><00:44:05.630><c> in</c><00:44:05.660><c> 2002</c><00:44:06.650><c> with</c>

00:44:06.970 --> 00:44:06.980 align:start position:0%
protocol that I wrote back in 2002 with
 

00:44:06.980 --> 00:44:09.190 align:start position:0%
protocol that I wrote back in 2002 with
a<00:44:07.010><c> couple</c><00:44:07.400><c> colonies</c><00:44:07.760><c> of</c><00:44:07.940><c> my</c><00:44:08.150><c> mario</c><00:44:08.990><c> schlosser</c>

00:44:09.190 --> 00:44:09.200 align:start position:0%
a couple colonies of my mario schlosser
 

00:44:09.200 --> 00:44:12.730 align:start position:0%
a couple colonies of my mario schlosser
and<00:44:09.680><c> Hector</c><00:44:09.920><c> Garcia</c><00:44:10.250><c> both</c><00:44:11.170><c> and</c><00:44:12.170><c> I</c><00:44:12.440><c> could</c><00:44:12.590><c> trust</c>

00:44:12.730 --> 00:44:12.740 align:start position:0%
and Hector Garcia both and I could trust
 

00:44:12.740 --> 00:44:14.200 align:start position:0%
and Hector Garcia both and I could trust
is<00:44:12.890><c> all</c><00:44:12.980><c> about</c><00:44:13.190><c> trust</c><00:44:13.430><c> and</c><00:44:13.550><c> reputation</c><00:44:13.820><c> in</c>

00:44:14.200 --> 00:44:14.210 align:start position:0%
is all about trust and reputation in
 

00:44:14.210 --> 00:44:16.450 align:start position:0%
is all about trust and reputation in
peer-to-peer<00:44:14.450><c> networks</c><00:44:15.070><c> and</c><00:44:16.070><c> I</c><00:44:16.130><c> want</c><00:44:16.280><c> to</c><00:44:16.340><c> talk</c>

00:44:16.450 --> 00:44:16.460 align:start position:0%
peer-to-peer networks and I want to talk
 

00:44:16.460 --> 00:44:20.920 align:start position:0%
peer-to-peer networks and I want to talk
about<00:44:16.580><c> it</c><00:44:16.790><c> today</c><00:44:16.880><c> because</c><00:44:19.210><c> at</c><00:44:20.210><c> the</c><00:44:20.360><c> time</c><00:44:20.630><c> we</c>

00:44:20.920 --> 00:44:20.930 align:start position:0%
about it today because at the time we
 

00:44:20.930 --> 00:44:24.010 align:start position:0%
about it today because at the time we
worked<00:44:21.230><c> we</c><00:44:21.590><c> were</c><00:44:21.800><c> thinking</c><00:44:22.130><c> that</c><00:44:22.930><c> there</c><00:44:23.930><c> was</c>

00:44:24.010 --> 00:44:24.020 align:start position:0%
worked we were thinking that there was
 

00:44:24.020 --> 00:44:27.550 align:start position:0%
worked we were thinking that there was
going<00:44:24.230><c> to</c><00:44:24.320><c> be</c><00:44:24.380><c> whoa</c><00:44:25.900><c> I'm</c><00:44:26.900><c> gonna</c><00:44:27.080><c> walk</c><00:44:27.350><c> through</c>

00:44:27.550 --> 00:44:27.560 align:start position:0%
going to be whoa I'm gonna walk through
 

00:44:27.560 --> 00:44:30.610 align:start position:0%
going to be whoa I'm gonna walk through
basically<00:44:27.950><c> the</c><00:44:29.020><c> context</c><00:44:30.020><c> where</c><00:44:30.350><c> I</c><00:44:30.380><c> didn't</c>

00:44:30.610 --> 00:44:30.620 align:start position:0%
basically the context where I didn't
 

00:44:30.620 --> 00:44:32.710 align:start position:0%
basically the context where I didn't
trust<00:44:30.770><c> when</c><00:44:31.010><c> I</c><00:44:31.040><c> wrote</c><00:44:31.280><c> it</c><00:44:31.450><c> then</c><00:44:32.450><c> I'm</c><00:44:32.570><c> gonna</c>

00:44:32.710 --> 00:44:32.720 align:start position:0%
trust when I wrote it then I'm gonna
 

00:44:32.720 --> 00:44:34.660 align:start position:0%
trust when I wrote it then I'm gonna
walk<00:44:32.900><c> through</c><00:44:33.080><c> the</c><00:44:33.200><c> protocol</c><00:44:33.560><c> itself</c><00:44:33.710><c> then</c>

00:44:34.660 --> 00:44:34.670 align:start position:0%
walk through the protocol itself then
 

00:44:34.670 --> 00:44:37.030 align:start position:0%
walk through the protocol itself then
I'm<00:44:34.790><c> gonna</c><00:44:34.910><c> walk</c><00:44:35.090><c> through</c><00:44:35.390><c> why</c><00:44:35.600><c> is</c><00:44:36.530><c> relevant</c>

00:44:37.030 --> 00:44:37.040 align:start position:0%
I'm gonna walk through why is relevant
 

00:44:37.040 --> 00:44:39.100 align:start position:0%
I'm gonna walk through why is relevant
today<00:44:37.360><c> and</c><00:44:38.360><c> then</c><00:44:38.540><c> I'm</c><00:44:38.630><c> going</c><00:44:38.810><c> to</c><00:44:38.840><c> talk</c><00:44:38.960><c> about</c>

00:44:39.100 --> 00:44:39.110 align:start position:0%
today and then I'm going to talk about
 

00:44:39.110 --> 00:44:40.980 align:start position:0%
today and then I'm going to talk about
some<00:44:39.350><c> interesting</c><00:44:39.710><c> research</c><00:44:39.860><c> that</c><00:44:40.400><c> we</c><00:44:40.520><c> can</c><00:44:40.640><c> do</c>

00:44:40.980 --> 00:44:40.990 align:start position:0%
some interesting research that we can do
 

00:44:40.990 --> 00:44:44.490 align:start position:0%
some interesting research that we can do
going<00:44:41.800><c> forward</c><00:44:42.359><c> that's</c><00:44:43.359><c> a</c><00:44:43.510><c> lot</c><00:44:43.690><c> just</c><00:44:44.260><c> a</c><00:44:44.320><c> little</c>

00:44:44.490 --> 00:44:44.500 align:start position:0%
going forward that's a lot just a little
 

00:44:44.500 --> 00:44:45.780 align:start position:0%
going forward that's a lot just a little
bit<00:44:44.589><c> of</c><00:44:44.680><c> time</c><00:44:44.859><c> so</c><00:44:45.070><c> I'll</c><00:44:45.160><c> just</c><00:44:45.250><c> grab</c><00:44:45.460><c> it</c><00:44:45.550><c> jump</c>

00:44:45.780 --> 00:44:45.790 align:start position:0%
bit of time so I'll just grab it jump
 

00:44:45.790 --> 00:44:50.339 align:start position:0%
bit of time so I'll just grab it jump
right<00:44:45.940><c> in</c><00:44:46.119><c> so</c><00:44:46.440><c> we</c><00:44:47.440><c> started</c><00:44:47.859><c> to</c><00:44:48.839><c> the</c><00:44:49.839><c> context</c><00:44:50.230><c> in</c>

00:44:50.339 --> 00:44:50.349 align:start position:0%
right in so we started to the context in
 

00:44:50.349 --> 00:44:52.250 align:start position:0%
right in so we started to the context in
which<00:44:50.380><c> we</c><00:44:50.500><c> thought</c><00:44:51.190><c> about</c><00:44:51.310><c> I</c><00:44:51.430><c> can</c><00:44:51.670><c> trust</c><00:44:51.849><c> was</c>

00:44:52.250 --> 00:44:52.260 align:start position:0%
which we thought about I can trust was
 

00:44:52.260 --> 00:44:55.349 align:start position:0%
which we thought about I can trust was
back<00:44:53.260><c> in</c><00:44:53.410><c> 2002</c><00:44:54.190><c> peer-to-peer</c><00:44:54.880><c> file-sharing</c>

00:44:55.349 --> 00:44:55.359 align:start position:0%
back in 2002 peer-to-peer file-sharing
 

00:44:55.359 --> 00:44:58.410 align:start position:0%
back in 2002 peer-to-peer file-sharing
networks<00:44:56.080><c> we're</c><00:44:56.260><c> getting</c><00:44:56.530><c> popular</c><00:44:57.150><c> and</c><00:44:58.150><c> at</c>

00:44:58.410 --> 00:44:58.420 align:start position:0%
networks we're getting popular and at
 

00:44:58.420 --> 00:45:00.900 align:start position:0%
networks we're getting popular and at
the<00:44:58.540><c> time</c><00:44:58.830><c> the</c><00:44:59.830><c> record</c><00:44:59.950><c> industry</c><00:45:00.490><c> saw</c><00:45:00.700><c> this</c>

00:45:00.900 --> 00:45:00.910 align:start position:0%
the time the record industry saw this
 

00:45:00.910 --> 00:45:02.430 align:start position:0%
the time the record industry saw this
and<00:45:01.150><c> started</c><00:45:01.510><c> flooding</c><00:45:01.869><c> the</c><00:45:02.200><c> peer-to-peer</c>

00:45:02.430 --> 00:45:02.440 align:start position:0%
and started flooding the peer-to-peer
 

00:45:02.440 --> 00:45:05.640 align:start position:0%
and started flooding the peer-to-peer
file-sharing<00:45:02.950><c> networks</c><00:45:03.609><c> with</c><00:45:04.140><c> bogus</c><00:45:05.140><c> copies</c>

00:45:05.640 --> 00:45:05.650 align:start position:0%
file-sharing networks with bogus copies
 

00:45:05.650 --> 00:45:08.700 align:start position:0%
file-sharing networks with bogus copies
of<00:45:06.240><c> music</c><00:45:07.240><c> so</c><00:45:07.450><c> someone</c><00:45:07.780><c> with</c><00:45:07.930><c> search</c><00:45:08.109><c> for</c><00:45:08.440><c> say</c>

00:45:08.700 --> 00:45:08.710 align:start position:0%
of music so someone with search for say
 

00:45:08.710 --> 00:45:11.190 align:start position:0%
of music so someone with search for say
an<00:45:09.040><c> anime</c><00:45:09.520><c> 8</c><00:45:09.640><c> Mile</c><00:45:09.820><c> Road</c><00:45:09.849><c> and</c><00:45:10.390><c> then</c><00:45:10.960><c> you</c><00:45:11.080><c> get</c>

00:45:11.190 --> 00:45:11.200 align:start position:0%
an anime 8 Mile Road and then you get
 

00:45:11.200 --> 00:45:15.329 align:start position:0%
an anime 8 Mile Road and then you get
500<00:45:11.800><c> razones</c><00:45:12.130><c> latter</c><00:45:12.970><c> ok</c><00:45:13.720><c> you</c><00:45:14.589><c> get</c><00:45:14.770><c> 500</c>

00:45:15.329 --> 00:45:15.339 align:start position:0%
500 razones latter ok you get 500
 

00:45:15.339 --> 00:45:20.310 align:start position:0%
500 razones latter ok you get 500
results<00:45:17.339><c> 400</c><00:45:18.339><c> of</c><00:45:18.700><c> which</c><00:45:18.880><c> were</c><00:45:19.320><c> inauthentic</c>

00:45:20.310 --> 00:45:20.320 align:start position:0%
results 400 of which were inauthentic
 

00:45:20.320 --> 00:45:23.190 align:start position:0%
results 400 of which were inauthentic
copies<00:45:20.740><c> of</c><00:45:20.980><c> the</c><00:45:21.099><c> song</c><00:45:21.780><c> and</c><00:45:22.780><c> so</c><00:45:22.930><c> the</c><00:45:23.050><c> way</c><00:45:23.170><c> that</c>

00:45:23.190 --> 00:45:23.200 align:start position:0%
copies of the song and so the way that
 

00:45:23.200 --> 00:45:24.450 align:start position:0%
copies of the song and so the way that
they<00:45:23.440><c> would</c><00:45:23.560><c> do</c><00:45:23.680><c> that</c><00:45:23.830><c> as</c><00:45:23.980><c> they</c><00:45:24.099><c> would</c><00:45:24.280><c> come</c>

00:45:24.450 --> 00:45:24.460 align:start position:0%
they would do that as they would come
 

00:45:24.460 --> 00:45:26.130 align:start position:0%
they would do that as they would come
into<00:45:24.640><c> the</c><00:45:24.820><c> network</c><00:45:25.119><c> with</c><00:45:25.359><c> with</c><00:45:26.020><c> an</c>

00:45:26.130 --> 00:45:26.140 align:start position:0%
into the network with with an
 

00:45:26.140 --> 00:45:27.810 align:start position:0%
into the network with with an
adversarial<00:45:26.770><c> node</c><00:45:27.040><c> and</c><00:45:27.339><c> start</c><00:45:27.550><c> spreading</c>

00:45:27.810 --> 00:45:27.820 align:start position:0%
adversarial node and start spreading
 

00:45:27.820 --> 00:45:30.930 align:start position:0%
adversarial node and start spreading
that<00:45:28.510><c> information</c><00:45:29.170><c> on</c><00:45:29.290><c> the</c><00:45:29.380><c> network</c><00:45:29.580><c> and</c><00:45:30.580><c> we</c>

00:45:30.930 --> 00:45:30.940 align:start position:0%
that information on the network and we
 

00:45:30.940 --> 00:45:35.280 align:start position:0%
that information on the network and we
saw<00:45:31.119><c> that</c><00:45:31.150><c> at</c><00:45:31.420><c> the</c><00:45:31.510><c> time</c><00:45:31.750><c> and</c><00:45:32.200><c> and</c><00:45:34.140><c> while</c><00:45:35.140><c> it</c>

00:45:35.280 --> 00:45:35.290 align:start position:0%
saw that at the time and and while it
 

00:45:35.290 --> 00:45:37.560 align:start position:0%
saw that at the time and and while it
was<00:45:35.440><c> the</c><00:45:36.070><c> application</c><00:45:36.670><c> itself</c><00:45:36.940><c> was</c><00:45:37.150><c> somewhat</c>

00:45:37.560 --> 00:45:37.570 align:start position:0%
was the application itself was somewhat
 

00:45:37.570 --> 00:45:39.000 align:start position:0%
was the application itself was somewhat
interesting<00:45:38.050><c> what</c><00:45:38.170><c> was</c><00:45:38.320><c> more</c><00:45:38.440><c> interesting</c><00:45:38.500><c> to</c>

00:45:39.000 --> 00:45:39.010 align:start position:0%
interesting what was more interesting to
 

00:45:39.010 --> 00:45:42.900 align:start position:0%
interesting what was more interesting to
us<00:45:39.280><c> was</c><00:45:40.060><c> that</c><00:45:40.420><c> we</c><00:45:40.780><c> saw</c><00:45:41.080><c> at</c><00:45:41.230><c> the</c><00:45:41.260><c> time</c><00:45:41.530><c> them</c><00:45:41.910><c> we</c>

00:45:42.900 --> 00:45:42.910 align:start position:0%
us was that we saw at the time them we
 

00:45:42.910 --> 00:45:44.430 align:start position:0%
us was that we saw at the time them we
felt<00:45:43.150><c> like</c><00:45:43.210><c> peer-to-peer</c><00:45:43.720><c> networks</c><00:45:44.290><c> would</c>

00:45:44.430 --> 00:45:44.440 align:start position:0%
felt like peer-to-peer networks would
 

00:45:44.440 --> 00:45:46.410 align:start position:0%
felt like peer-to-peer networks would
start<00:45:44.740><c> to</c><00:45:44.830><c> get</c><00:45:44.920><c> very</c><00:45:45.190><c> popular</c><00:45:45.700><c> and</c><00:45:45.910><c> this</c>

00:45:46.410 --> 00:45:46.420 align:start position:0%
start to get very popular and this
 

00:45:46.420 --> 00:45:48.810 align:start position:0%
start to get very popular and this
problem<00:45:47.020><c> was</c><00:45:47.589><c> not</c><00:45:47.770><c> a</c><00:45:47.800><c> problem</c><00:45:48.070><c> that</c><00:45:48.430><c> was</c><00:45:48.550><c> just</c>

00:45:48.810 --> 00:45:48.820 align:start position:0%
problem was not a problem that was just
 

00:45:48.820 --> 00:45:50.730 align:start position:0%
problem was not a problem that was just
about<00:45:49.030><c> file-sharing</c><00:45:49.839><c> this</c><00:45:50.109><c> would</c><00:45:50.260><c> come</c><00:45:50.440><c> up</c><00:45:50.560><c> in</c>

00:45:50.730 --> 00:45:50.740 align:start position:0%
about file-sharing this would come up in
 

00:45:50.740 --> 00:45:53.250 align:start position:0%
about file-sharing this would come up in
lots<00:45:51.670><c> of</c><00:45:51.880><c> different</c><00:45:51.940><c> scenarios</c><00:45:52.750><c> and</c><00:45:52.780><c> we</c><00:45:53.109><c> would</c>

00:45:53.250 --> 00:45:53.260 align:start position:0%
lots of different scenarios and we would
 

00:45:53.260 --> 00:45:55.620 align:start position:0%
lots of different scenarios and we would
want<00:45:53.470><c> to</c><00:45:53.589><c> have</c><00:45:53.770><c> a</c><00:45:53.800><c> situation</c><00:45:54.430><c> in</c><00:45:54.940><c> peer-to-peer</c>

00:45:55.620 --> 00:45:55.630 align:start position:0%
want to have a situation in peer-to-peer
 

00:45:55.630 --> 00:46:00.930 align:start position:0%
want to have a situation in peer-to-peer
and<00:45:56.140><c> networks</c><00:45:56.589><c> in</c><00:45:57.130><c> which</c><00:45:58.410><c> nodes</c><00:45:59.940><c> adversarial</c>

00:46:00.930 --> 00:46:00.940 align:start position:0%
and networks in which nodes adversarial
 

00:46:00.940 --> 00:46:04.620 align:start position:0%
and networks in which nodes adversarial
nodes<00:46:01.150><c> could</c><00:46:01.330><c> be</c><00:46:01.570><c> identified</c><00:46:02.280><c> and</c><00:46:03.630><c> people</c>

00:46:04.620 --> 00:46:04.630 align:start position:0%
nodes could be identified and people
 

00:46:04.630 --> 00:46:09.420 align:start position:0%
nodes could be identified and people
could<00:46:04.900><c> be</c><00:46:04.930><c> for</c><00:46:06.540><c> good</c><00:46:07.650><c> good</c><00:46:08.650><c> acting</c><00:46:09.040><c> nodes</c><00:46:09.250><c> can</c>

00:46:09.420 --> 00:46:09.430 align:start position:0%
could be for good good acting nodes can
 

00:46:09.430 --> 00:46:14.100 align:start position:0%
could be for good good acting nodes can
be<00:46:09.580><c> prevented</c><00:46:10.030><c> from</c><00:46:10.890><c> interacting</c>

00:46:14.100 --> 00:46:14.110 align:start position:0%
 
 

00:46:14.110 --> 00:46:16.230 align:start position:0%
 
and<00:46:15.070><c> so</c><00:46:15.250><c> there's</c><00:46:15.430><c> a</c><00:46:15.520><c> couple</c><00:46:15.670><c> of</c><00:46:15.880><c> ways</c><00:46:16.000><c> of</c>

00:46:16.230 --> 00:46:16.240 align:start position:0%
and so there's a couple of ways of
 

00:46:16.240 --> 00:46:17.430 align:start position:0%
and so there's a couple of ways of
thinking<00:46:16.270><c> about</c><00:46:16.600><c> doing</c><00:46:16.870><c> that</c><00:46:17.080><c> I</c><00:46:17.140><c> mean</c><00:46:17.350><c> the</c>

00:46:17.430 --> 00:46:17.440 align:start position:0%
thinking about doing that I mean the
 

00:46:17.440 --> 00:46:20.850 align:start position:0%
thinking about doing that I mean the
first<00:46:17.680><c> is</c><00:46:17.860><c> you</c><00:46:17.980><c> can</c><00:46:18.010><c> imagine</c><00:46:18.900><c> just</c><00:46:19.900><c> having</c><00:46:20.620><c> a</c>

00:46:20.850 --> 00:46:20.860 align:start position:0%
first is you can imagine just having a
 

00:46:20.860 --> 00:46:23.360 align:start position:0%
first is you can imagine just having a
proof<00:46:21.130><c> a</c><00:46:21.730><c> cryptographic</c><00:46:22.450><c> proof</c><00:46:22.960><c> that</c><00:46:23.110><c> this</c>

00:46:23.360 --> 00:46:23.370 align:start position:0%
proof a cryptographic proof that this
 

00:46:23.370 --> 00:46:27.030 align:start position:0%
proof a cryptographic proof that this
file<00:46:24.370><c> is</c><00:46:24.700><c> the</c><00:46:25.210><c> right</c><00:46:25.630><c> file</c><00:46:25.900><c> like</c><00:46:26.140><c> this</c><00:46:26.320><c> song</c><00:46:26.710><c> is</c>

00:46:27.030 --> 00:46:27.040 align:start position:0%
file is the right file like this song is
 

00:46:27.040 --> 00:46:31.830 align:start position:0%
file is the right file like this song is
actually<00:46:30.120><c> in</c><00:46:31.120><c> a</c><00:46:31.210><c> lot</c><00:46:31.330><c> of</c><00:46:31.360><c> cases</c><00:46:31.600><c> that's</c>

00:46:31.830 --> 00:46:31.840 align:start position:0%
actually in a lot of cases that's
 

00:46:31.840 --> 00:46:34.050 align:start position:0%
actually in a lot of cases that's
difficult<00:46:32.050><c> to</c><00:46:32.320><c> do</c><00:46:32.470><c> I</c><00:46:32.500><c> mean</c><00:46:32.740><c> in</c><00:46:32.860><c> the</c><00:46:32.950><c> case</c><00:46:32.980><c> of</c><00:46:33.340><c> in</c>

00:46:34.050 --> 00:46:34.060 align:start position:0%
difficult to do I mean in the case of in
 

00:46:34.060 --> 00:46:35.910 align:start position:0%
difficult to do I mean in the case of in
that<00:46:34.270><c> case</c><00:46:34.480><c> it</c><00:46:35.080><c> would</c><00:46:35.230><c> be</c><00:46:35.260><c> difficult</c><00:46:35.710><c> to</c><00:46:35.800><c> do</c>

00:46:35.910 --> 00:46:35.920 align:start position:0%
that case it would be difficult to do
 

00:46:35.920 --> 00:46:38.550 align:start position:0%
that case it would be difficult to do
without<00:46:36.190><c> say</c><00:46:37.150><c> a</c><00:46:37.330><c> central</c><00:46:37.690><c> authority</c><00:46:37.840><c> actually</c>

00:46:38.550 --> 00:46:38.560 align:start position:0%
without say a central authority actually
 

00:46:38.560 --> 00:46:41.400 align:start position:0%
without say a central authority actually
having<00:46:38.920><c> to</c><00:46:39.040><c> copy</c><00:46:39.310><c> a</c><00:46:39.700><c> song</c><00:46:39.970><c> and</c><00:46:40.300><c> that's</c><00:46:41.260><c> not</c>

00:46:41.400 --> 00:46:41.410 align:start position:0%
having to copy a song and that's not
 

00:46:41.410 --> 00:46:43.230 align:start position:0%
having to copy a song and that's not
possible<00:46:41.650><c> and</c><00:46:41.980><c> so</c><00:46:42.220><c> the</c><00:46:42.730><c> first</c><00:46:43.000><c> thing</c><00:46:43.150><c> we</c>

00:46:43.230 --> 00:46:43.240 align:start position:0%
possible and so the first thing we
 

00:46:43.240 --> 00:46:45.660 align:start position:0%
possible and so the first thing we
choose<00:46:43.450><c> to</c><00:46:43.570><c> chose</c><00:46:43.930><c> to</c><00:46:44.080><c> take</c><00:46:44.260><c> was</c><00:46:44.950><c> to</c><00:46:45.280><c> assign</c><00:46:45.640><c> a</c>

00:46:45.660 --> 00:46:45.670 align:start position:0%
choose to chose to take was to assign a
 

00:46:45.670 --> 00:46:48.480 align:start position:0%
choose to chose to take was to assign a
trust<00:46:46.090><c> score</c><00:46:46.480><c> to</c><00:46:47.080><c> every</c><00:46:47.380><c> peer</c><00:46:47.800><c> in</c><00:46:48.040><c> the</c><00:46:48.160><c> network</c>

00:46:48.480 --> 00:46:48.490 align:start position:0%
trust score to every peer in the network
 

00:46:48.490 --> 00:46:51.330 align:start position:0%
trust score to every peer in the network
so<00:46:48.790><c> for</c><00:46:49.240><c> example</c><00:46:49.690><c> if</c><00:46:49.840><c> if</c><00:46:50.350><c> this</c><00:46:50.770><c> peer</c><00:46:51.100><c> was</c>

00:46:51.330 --> 00:46:51.340 align:start position:0%
so for example if if this peer was
 

00:46:51.340 --> 00:46:53.330 align:start position:0%
so for example if if this peer was
choosing<00:46:51.790><c> to</c><00:46:51.820><c> download</c><00:46:52.270><c> files</c><00:46:52.450><c> from</c><00:46:52.660><c> either</c>

00:46:53.330 --> 00:46:53.340 align:start position:0%
choosing to download files from either
 

00:46:53.340 --> 00:46:55.980 align:start position:0%
choosing to download files from either
that<00:46:54.340><c> geared</c><00:46:54.700><c> up</c><00:46:54.880><c> here</c><00:46:55.150><c> it</c><00:46:55.240><c> looks</c><00:46:55.480><c> at</c><00:46:55.630><c> the</c><00:46:55.750><c> pier</c>

00:46:55.980 --> 00:46:55.990 align:start position:0%
that geared up here it looks at the pier
 

00:46:55.990 --> 00:46:58.320 align:start position:0%
that geared up here it looks at the pier
where<00:46:56.140><c> that</c><00:46:56.290><c> a</c><00:46:56.320><c> trust</c><00:46:56.560><c> 4.9</c><00:46:57.340><c> and</c><00:46:57.790><c> chooses</c><00:46:58.300><c> to</c>

00:46:58.320 --> 00:46:58.330 align:start position:0%
where that a trust 4.9 and chooses to
 

00:46:58.330 --> 00:47:01.920 align:start position:0%
where that a trust 4.9 and chooses to
download<00:46:58.780><c> the</c><00:46:58.900><c> file</c><00:46:59.110><c> from</c><00:46:59.320><c> that</c><00:46:59.410><c> gear</c><00:47:00.570><c> that</c><00:47:01.570><c> I</c>

00:47:01.920 --> 00:47:01.930 align:start position:0%
download the file from that gear that I
 

00:47:01.930 --> 00:47:03.780 align:start position:0%
download the file from that gear that I
mean<00:47:02.110><c> it's</c><00:47:02.800><c> straightforward</c><00:47:03.070><c> but</c><00:47:03.550><c> the</c><00:47:03.580><c> big</c>

00:47:03.780 --> 00:47:03.790 align:start position:0%
mean it's straightforward but the big
 

00:47:03.790 --> 00:47:06.330 align:start position:0%
mean it's straightforward but the big
question<00:47:03.910><c> is</c><00:47:04.300><c> how</c><00:47:04.690><c> do</c><00:47:04.750><c> we</c><00:47:04.900><c> come</c><00:47:05.230><c> up</c><00:47:05.260><c> with</c><00:47:06.070><c> that</c>

00:47:06.330 --> 00:47:06.340 align:start position:0%
question is how do we come up with that
 

00:47:06.340 --> 00:47:08.670 align:start position:0%
question is how do we come up with that
score<00:47:06.760><c> and</c><00:47:07.360><c> I'm</c><00:47:07.630><c> going</c><00:47:07.870><c> to</c><00:47:07.960><c> talk</c><00:47:08.230><c> about</c><00:47:08.380><c> three</c>

00:47:08.670 --> 00:47:08.680 align:start position:0%
score and I'm going to talk about three
 

00:47:08.680 --> 00:47:10.680 align:start position:0%
score and I'm going to talk about three
approaches<00:47:09.160><c> each</c><00:47:09.370><c> of</c><00:47:09.610><c> which</c><00:47:09.790><c> building</c><00:47:10.150><c> on</c><00:47:10.270><c> top</c>

00:47:10.680 --> 00:47:10.690 align:start position:0%
approaches each of which building on top
 

00:47:10.690 --> 00:47:11.430 align:start position:0%
approaches each of which building on top
of<00:47:10.810><c> one</c><00:47:10.990><c> another</c>

00:47:11.430 --> 00:47:11.440 align:start position:0%
of one another
 

00:47:11.440 --> 00:47:13.940 align:start position:0%
of one another
culminating<00:47:12.010><c> in</c><00:47:12.430><c> the</c><00:47:12.520><c> eigen</c><00:47:12.820><c> trust</c><00:47:13.000><c> approach</c>

00:47:13.940 --> 00:47:13.950 align:start position:0%
culminating in the eigen trust approach
 

00:47:13.950 --> 00:47:16.740 align:start position:0%
culminating in the eigen trust approach
so<00:47:14.950><c> the</c><00:47:14.980><c> first</c><00:47:15.340><c> is</c><00:47:15.520><c> just</c><00:47:15.760><c> using</c><00:47:15.940><c> past</c><00:47:16.300><c> history</c>

00:47:16.740 --> 00:47:16.750 align:start position:0%
so the first is just using past history
 

00:47:16.750 --> 00:47:18.660 align:start position:0%
so the first is just using past history
and<00:47:17.620><c> so</c><00:47:17.830><c> the</c><00:47:18.010><c> idea</c><00:47:18.250><c> is</c><00:47:18.400><c> that</c><00:47:18.430><c> you</c><00:47:18.640><c> have</c>

00:47:18.660 --> 00:47:18.670 align:start position:0%
and so the idea is that you have
 

00:47:18.670 --> 00:47:20.640 align:start position:0%
and so the idea is that you have
interactions<00:47:19.390><c> with</c><00:47:19.480><c> a</c><00:47:19.600><c> peer</c><00:47:19.960><c> and</c><00:47:20.140><c> if</c><00:47:20.530><c> the</c>

00:47:20.640 --> 00:47:20.650 align:start position:0%
interactions with a peer and if the
 

00:47:20.650 --> 00:47:22.860 align:start position:0%
interactions with a peer and if the
interactions<00:47:21.190><c> are</c><00:47:21.280><c> positive</c><00:47:21.790><c> the</c><00:47:22.000><c> scores</c><00:47:22.330><c> go</c>

00:47:22.860 --> 00:47:22.870 align:start position:0%
interactions are positive the scores go
 

00:47:22.870 --> 00:47:25.320 align:start position:0%
interactions are positive the scores go
up<00:47:22.900><c> and</c><00:47:23.440><c> if</c><00:47:24.130><c> the</c><00:47:24.280><c> interactions</c><00:47:24.850><c> are</c><00:47:24.940><c> negative</c>

00:47:25.320 --> 00:47:25.330 align:start position:0%
up and if the interactions are negative
 

00:47:25.330 --> 00:47:28.500 align:start position:0%
up and if the interactions are negative
the<00:47:26.140><c> scores</c><00:47:26.410><c> go</c><00:47:26.560><c> down</c><00:47:26.850><c> and</c><00:47:27.850><c> that's</c><00:47:28.150><c> a</c><00:47:28.300><c> pretty</c>

00:47:28.500 --> 00:47:28.510 align:start position:0%
the scores go down and that's a pretty
 

00:47:28.510 --> 00:47:30.270 align:start position:0%
the scores go down and that's a pretty
straightforward<00:47:28.780><c> way</c><00:47:29.200><c> that's</c><00:47:29.440><c> how</c><00:47:29.560><c> we</c><00:47:29.620><c> we</c>

00:47:30.270 --> 00:47:30.280 align:start position:0%
straightforward way that's how we we
 

00:47:30.280 --> 00:47:34.320 align:start position:0%
straightforward way that's how we we
interact<00:47:30.640><c> in</c><00:47:30.790><c> real</c><00:47:30.970><c> life</c><00:47:31.320><c> and</c><00:47:32.610><c> so</c><00:47:33.610><c> so</c><00:47:34.060><c> we</c><00:47:34.210><c> can</c>

00:47:34.320 --> 00:47:34.330 align:start position:0%
interact in real life and so so we can
 

00:47:34.330 --> 00:47:36.150 align:start position:0%
interact in real life and so so we can
mathematize<00:47:34.810><c> that</c><00:47:35.050><c> by</c><00:47:35.170><c> creating</c><00:47:35.560><c> a</c><00:47:35.620><c> vector</c><00:47:36.010><c> of</c>

00:47:36.150 --> 00:47:36.160 align:start position:0%
mathematize that by creating a vector of
 

00:47:36.160 --> 00:47:39.390 align:start position:0%
mathematize that by creating a vector of
peers<00:47:36.970><c> we'll</c><00:47:37.270><c> call</c><00:47:37.630><c> this</c><00:47:37.900><c> peer</c><00:47:38.380><c> peer</c><00:47:38.770><c> I</c><00:47:38.830><c> and</c>

00:47:39.390 --> 00:47:39.400 align:start position:0%
peers we'll call this peer peer I and
 

00:47:39.400 --> 00:47:42.840 align:start position:0%
peers we'll call this peer peer I and
then<00:47:39.970><c> therefore</c><00:47:40.450><c> this</c><00:47:41.230><c> this</c><00:47:41.560><c> trust</c><00:47:42.460><c> vector</c>

00:47:42.840 --> 00:47:42.850 align:start position:0%
then therefore this this trust vector
 

00:47:42.850 --> 00:47:46.680 align:start position:0%
then therefore this this trust vector
would<00:47:43.000><c> be</c><00:47:43.060><c> CI</c><00:47:43.480><c> the</c><00:47:44.380><c> vector</c><00:47:45.220><c> of</c><00:47:45.420><c> opinions</c><00:47:46.420><c> that</c>

00:47:46.680 --> 00:47:46.690 align:start position:0%
would be CI the vector of opinions that
 

00:47:46.690 --> 00:47:49.140 align:start position:0%
would be CI the vector of opinions that
this<00:47:46.930><c> PRI</c><00:47:47.320><c> has</c><00:47:47.740><c> of</c><00:47:48.130><c> the</c><00:47:48.430><c> other</c><00:47:48.610><c> peers</c><00:47:48.910><c> on</c><00:47:49.090><c> the</c>

00:47:49.140 --> 00:47:49.150 align:start position:0%
this PRI has of the other peers on the
 

00:47:49.150 --> 00:47:51.810 align:start position:0%
this PRI has of the other peers on the
network<00:47:49.920><c> now</c><00:47:50.920><c> the</c><00:47:50.980><c> problem</c><00:47:51.370><c> with</c><00:47:51.430><c> this</c><00:47:51.610><c> is</c>

00:47:51.810 --> 00:47:51.820 align:start position:0%
network now the problem with this is
 

00:47:51.820 --> 00:47:54.640 align:start position:0%
network now the problem with this is
that<00:47:52.530><c> you</c><00:47:53.530><c> only</c><00:47:53.770><c> have</c>

00:47:54.640 --> 00:47:54.650 align:start position:0%
that you only have
 

00:47:54.650 --> 00:47:56.620 align:start position:0%
that you only have
with<00:47:55.039><c> a</c><00:47:55.069><c> small</c><00:47:55.460><c> number</c><00:47:55.700><c> of</c><00:47:55.849><c> peers</c><00:47:56.329><c> on</c><00:47:56.509><c> the</c>

00:47:56.620 --> 00:47:56.630 align:start position:0%
with a small number of peers on the
 

00:47:56.630 --> 00:47:58.329 align:start position:0%
with a small number of peers on the
network<00:47:56.960><c> but</c><00:47:57.380><c> there's</c><00:47:57.559><c> a</c><00:47:57.650><c> lot</c><00:47:57.859><c> of</c><00:47:58.009><c> peers</c><00:47:58.220><c> on</c>

00:47:58.329 --> 00:47:58.339 align:start position:0%
network but there's a lot of peers on
 

00:47:58.339 --> 00:48:00.460 align:start position:0%
network but there's a lot of peers on
the<00:47:58.369><c> network</c><00:47:58.789><c> and</c><00:47:59.569><c> so</c><00:47:59.779><c> you</c><00:47:59.839><c> don't</c><00:48:00.019><c> have</c><00:48:00.140><c> enough</c>

00:48:00.460 --> 00:48:00.470 align:start position:0%
the network and so you don't have enough
 

00:48:00.470 --> 00:48:04.509 align:start position:0%
the network and so you don't have enough
coverage<00:48:00.890><c> with</c><00:48:01.490><c> just</c><00:48:01.730><c> past</c><00:48:02.329><c> history</c><00:48:03.400><c> so</c><00:48:04.400><c> the</c>

00:48:04.509 --> 00:48:04.519 align:start position:0%
coverage with just past history so the
 

00:48:04.519 --> 00:48:07.690 align:start position:0%
coverage with just past history so the
natural<00:48:04.670><c> thing</c><00:48:04.910><c> to</c><00:48:05.059><c> do</c><00:48:05.359><c> is</c><00:48:05.690><c> to</c><00:48:06.220><c> ask</c><00:48:07.220><c> friends</c>

00:48:07.690 --> 00:48:07.700 align:start position:0%
natural thing to do is to ask friends
 

00:48:07.700 --> 00:48:10.809 align:start position:0%
natural thing to do is to ask friends
ask<00:48:08.150><c> a</c><00:48:08.599><c> friend</c><00:48:08.990><c> of</c><00:48:09.200><c> a</c><00:48:09.289><c> friend</c><00:48:09.400><c> this</c><00:48:10.400><c> is</c><00:48:10.609><c> also</c>

00:48:10.809 --> 00:48:10.819 align:start position:0%
ask a friend of a friend this is also
 

00:48:10.819 --> 00:48:12.309 align:start position:0%
ask a friend of a friend this is also
what<00:48:11.150><c> we</c><00:48:11.180><c> do</c><00:48:11.420><c> in</c><00:48:11.539><c> real</c><00:48:11.660><c> life</c><00:48:11.720><c> when</c><00:48:12.049><c> we</c><00:48:12.140><c> don't</c>

00:48:12.309 --> 00:48:12.319 align:start position:0%
what we do in real life when we don't
 

00:48:12.319 --> 00:48:14.109 align:start position:0%
what we do in real life when we don't
have<00:48:12.410><c> enough</c><00:48:12.499><c> coverage</c><00:48:12.829><c> and</c><00:48:13.430><c> we</c><00:48:13.940><c> can</c>

00:48:14.109 --> 00:48:14.119 align:start position:0%
have enough coverage and we can
 

00:48:14.119 --> 00:48:16.180 align:start position:0%
have enough coverage and we can
mathematize<00:48:14.599><c> it</c><00:48:14.839><c> pretty</c><00:48:15.559><c> straightforwardly</c>

00:48:16.180 --> 00:48:16.190 align:start position:0%
mathematize it pretty straightforwardly
 

00:48:16.190 --> 00:48:17.620 align:start position:0%
mathematize it pretty straightforwardly
so<00:48:16.309><c> we</c><00:48:16.460><c> ask</c><00:48:16.819><c> a</c><00:48:17.089><c> friend</c>

00:48:17.620 --> 00:48:17.630 align:start position:0%
so we ask a friend
 

00:48:17.630 --> 00:48:20.319 align:start position:0%
so we ask a friend
what<00:48:18.259><c> they</c><00:48:18.410><c> think</c><00:48:18.470><c> about</c><00:48:18.769><c> their</c><00:48:19.069><c> friends</c><00:48:19.490><c> and</c>

00:48:20.319 --> 00:48:20.329 align:start position:0%
what they think about their friends and
 

00:48:20.329 --> 00:48:23.140 align:start position:0%
what they think about their friends and
we<00:48:20.869><c> wait</c><00:48:21.349><c> their</c><00:48:22.069><c> opinion</c><00:48:22.490><c> of</c><00:48:22.609><c> their</c><00:48:22.730><c> friends</c>

00:48:23.140 --> 00:48:23.150 align:start position:0%
we wait their opinion of their friends
 

00:48:23.150 --> 00:48:26.789 align:start position:0%
we wait their opinion of their friends
by<00:48:23.749><c> how</c><00:48:23.930><c> much</c><00:48:24.079><c> we</c><00:48:24.259><c> trust</c><00:48:24.499><c> them</c><00:48:25.089><c> so</c><00:48:26.089><c> this</c><00:48:26.240><c> is</c><00:48:26.390><c> CI</c>

00:48:26.789 --> 00:48:26.799 align:start position:0%
by how much we trust them so this is CI
 

00:48:26.799 --> 00:48:30.849 align:start position:0%
by how much we trust them so this is CI
the<00:48:27.799><c> opinion</c><00:48:28.190><c> vector</c><00:48:28.490><c> of</c><00:48:28.609><c> PRI</c><00:48:28.940><c> and</c><00:48:29.480><c> this</c><00:48:30.170><c> is</c><00:48:30.349><c> CJ</c>

00:48:30.849 --> 00:48:30.859 align:start position:0%
the opinion vector of PRI and this is CJ
 

00:48:30.859 --> 00:48:35.380 align:start position:0%
the opinion vector of PRI and this is CJ
the<00:48:31.099><c> opinion</c><00:48:31.460><c> vector</c><00:48:31.759><c> of</c><00:48:31.880><c> this</c><00:48:31.999><c> peer</c><00:48:34.059><c> and</c><00:48:35.059><c> if</c>

00:48:35.380 --> 00:48:35.390 align:start position:0%
the opinion vector of this peer and if
 

00:48:35.390 --> 00:48:37.329 align:start position:0%
the opinion vector of this peer and if
we<00:48:35.480><c> want</c><00:48:35.660><c> to</c><00:48:35.720><c> put</c><00:48:35.900><c> it</c><00:48:36.019><c> in</c><00:48:36.170><c> if</c><00:48:36.859><c> we</c><00:48:37.009><c> want</c><00:48:37.099><c> to</c><00:48:37.190><c> put</c>

00:48:37.329 --> 00:48:37.339 align:start position:0%
we want to put it in if we want to put
 

00:48:37.339 --> 00:48:39.039 align:start position:0%
we want to put it in if we want to put
in<00:48:37.430><c> a</c><00:48:37.490><c> matrix</c><00:48:37.640><c> form</c><00:48:37.880><c> we</c><00:48:38.180><c> say</c><00:48:38.359><c> okay</c><00:48:38.599><c> well</c><00:48:38.779><c> let's</c>

00:48:39.039 --> 00:48:39.049 align:start position:0%
in a matrix form we say okay well let's
 

00:48:39.049 --> 00:48:42.309 align:start position:0%
in a matrix form we say okay well let's
ask<00:48:39.259><c> our</c><00:48:40.069><c> friends</c><00:48:40.400><c> J</c><00:48:40.869><c> what</c><00:48:41.869><c> they</c><00:48:42.019><c> think</c><00:48:42.230><c> of</c>

00:48:42.309 --> 00:48:42.319 align:start position:0%
ask our friends J what they think of
 

00:48:42.319 --> 00:48:45.099 align:start position:0%
ask our friends J what they think of
peer<00:48:42.619><c> k</c><00:48:42.859><c> and</c><00:48:43.460><c> wait</c><00:48:44.269><c> what</c><00:48:44.480><c> they</c><00:48:44.569><c> think</c><00:48:44.779><c> of</c><00:48:44.869><c> your</c>

00:48:45.099 --> 00:48:45.109 align:start position:0%
peer k and wait what they think of your
 

00:48:45.109 --> 00:48:52.269 align:start position:0%
peer k and wait what they think of your
k<00:48:45.609><c> by</c><00:48:46.609><c> how</c><00:48:46.759><c> much</c><00:48:46.910><c> you</c><00:48:47.059><c> trust</c><00:48:50.529><c> in</c><00:48:51.529><c> matrix</c><00:48:51.859><c> forms</c>

00:48:52.269 --> 00:48:52.279 align:start position:0%
k by how much you trust in matrix forms
 

00:48:52.279 --> 00:48:53.739 align:start position:0%
k by how much you trust in matrix forms
and<00:48:52.490><c> look</c><00:48:52.670><c> something</c><00:48:52.999><c> like</c><00:48:53.029><c> this</c><00:48:53.299><c> so</c><00:48:53.480><c> this</c><00:48:53.509><c> is</c>

00:48:53.739 --> 00:48:53.749 align:start position:0%
and look something like this so this is
 

00:48:53.749 --> 00:48:55.930 align:start position:0%
and look something like this so this is
I<00:48:53.900><c> called</c><00:48:54.140><c> the</c><00:48:54.230><c> ask</c><00:48:54.440><c> a</c><00:48:54.619><c> friend</c><00:48:54.740><c> operator</c><00:48:55.309><c> that</c>

00:48:55.930 --> 00:48:55.940 align:start position:0%
I called the ask a friend operator that
 

00:48:55.940 --> 00:48:58.180 align:start position:0%
I called the ask a friend operator that
you<00:48:56.059><c> have</c><00:48:56.299><c> a</c><00:48:56.329><c> matrix</c><00:48:56.930><c> C</c><00:48:57.410><c> transpose</c><00:48:57.920><c> C</c>

00:48:58.180 --> 00:48:58.190 align:start position:0%
you have a matrix C transpose C
 

00:48:58.190 --> 00:49:00.910 align:start position:0%
you have a matrix C transpose C
transpose<00:48:58.819><c> which</c><00:48:59.509><c> is</c><00:48:59.720><c> the</c><00:49:00.019><c> list</c><00:49:00.259><c> of</c><00:49:00.380><c> opinions</c>

00:49:00.910 --> 00:49:00.920 align:start position:0%
transpose which is the list of opinions
 

00:49:00.920 --> 00:49:03.099 align:start position:0%
transpose which is the list of opinions
of<00:49:01.069><c> everybody</c><00:49:01.549><c> it's</c><00:49:01.789><c> the</c><00:49:01.940><c> network</c><00:49:02.150><c> graphic</c><00:49:02.779><c> of</c>

00:49:03.099 --> 00:49:03.109 align:start position:0%
of everybody it's the network graphic of
 

00:49:03.109 --> 00:49:04.809 align:start position:0%
of everybody it's the network graphic of
all<00:49:03.440><c> of</c><00:49:03.619><c> the</c><00:49:03.710><c> opinions</c><00:49:03.920><c> of</c><00:49:04.190><c> everybody</c><00:49:04.609><c> on</c><00:49:04.730><c> the</c>

00:49:04.809 --> 00:49:04.819 align:start position:0%
all of the opinions of everybody on the
 

00:49:04.819 --> 00:49:07.870 align:start position:0%
all of the opinions of everybody on the
network<00:49:05.089><c> and</c><00:49:05.599><c> then</c><00:49:05.869><c> you</c><00:49:06.079><c> just</c><00:49:06.349><c> multiply</c><00:49:06.559><c> it</c><00:49:06.920><c> by</c>

00:49:07.870 --> 00:49:07.880 align:start position:0%
network and then you just multiply it by
 

00:49:07.880 --> 00:49:10.299 align:start position:0%
network and then you just multiply it by
your<00:49:08.089><c> own</c><00:49:08.299><c> opinion</c><00:49:08.779><c> and</c><00:49:09.019><c> you</c><00:49:09.710><c> basically</c><00:49:10.069><c> take</c>

00:49:10.299 --> 00:49:10.309 align:start position:0%
your own opinion and you basically take
 

00:49:10.309 --> 00:49:13.600 align:start position:0%
your own opinion and you basically take
one<00:49:10.640><c> hop</c><00:49:10.880><c> out</c>

00:49:13.600 --> 00:49:13.610 align:start position:0%
 
 

00:49:13.610 --> 00:49:16.240 align:start position:0%
 
the<00:49:14.060><c> problem</c><00:49:14.420><c> with</c><00:49:14.570><c> this</c><00:49:14.720><c> is</c><00:49:15.650><c> twofold</c><00:49:16.100><c> you</c>

00:49:16.240 --> 00:49:16.250 align:start position:0%
the problem with this is twofold you
 

00:49:16.250 --> 00:49:18.160 align:start position:0%
the problem with this is twofold you
either<00:49:16.460><c> have</c><00:49:16.670><c> a</c><00:49:16.700><c> lot</c><00:49:16.940><c> of</c><00:49:16.970><c> friends</c><00:49:17.390><c> who</c><00:49:17.990><c> have</c><00:49:18.140><c> a</c>

00:49:18.160 --> 00:49:18.170 align:start position:0%
either have a lot of friends who have a
 

00:49:18.170 --> 00:49:20.080 align:start position:0%
either have a lot of friends who have a
lot<00:49:18.380><c> of</c><00:49:18.470><c> friends</c><00:49:18.830><c> and</c><00:49:19.340><c> then</c><00:49:19.580><c> you</c><00:49:19.610><c> get</c><00:49:19.820><c> good</c>

00:49:20.080 --> 00:49:20.090 align:start position:0%
lot of friends and then you get good
 

00:49:20.090 --> 00:49:22.180 align:start position:0%
lot of friends and then you get good
coverage<00:49:20.300><c> but</c><00:49:21.170><c> you</c><00:49:21.290><c> have</c><00:49:21.470><c> to</c><00:49:21.590><c> do</c><00:49:21.710><c> a</c><00:49:21.740><c> fair</c>

00:49:22.180 --> 00:49:22.190 align:start position:0%
coverage but you have to do a fair
 

00:49:22.190 --> 00:49:26.770 align:start position:0%
coverage but you have to do a fair
amount<00:49:22.310><c> of</c><00:49:22.760><c> computation</c><00:49:23.750><c> and</c><00:49:23.870><c> storage</c><00:49:24.880><c> or</c><00:49:25.880><c> you</c>

00:49:26.770 --> 00:49:26.780 align:start position:0%
amount of computation and storage or you
 

00:49:26.780 --> 00:49:28.570 align:start position:0%
amount of computation and storage or you
don't<00:49:26.960><c> have</c><00:49:27.080><c> a</c><00:49:27.110><c> lot</c><00:49:27.320><c> of</c><00:49:27.350><c> friends</c><00:49:27.740><c> we</c><00:49:28.400><c> don't</c>

00:49:28.570 --> 00:49:28.580 align:start position:0%
don't have a lot of friends we don't
 

00:49:28.580 --> 00:49:30.880 align:start position:0%
don't have a lot of friends we don't
have<00:49:28.730><c> a</c><00:49:28.760><c> lot</c><00:49:28.940><c> of</c><00:49:28.970><c> friends</c><00:49:29.330><c> and</c><00:49:29.600><c> then</c><00:49:30.380><c> you</c><00:49:30.620><c> don't</c>

00:49:30.880 --> 00:49:30.890 align:start position:0%
have a lot of friends and then you don't
 

00:49:30.890 --> 00:49:32.500 align:start position:0%
have a lot of friends and then you don't
have<00:49:31.010><c> to</c><00:49:31.100><c> do</c><00:49:31.190><c> a</c><00:49:31.220><c> lot</c><00:49:31.400><c> of</c><00:49:31.430><c> trust</c><00:49:31.730><c> you</c><00:49:32.210><c> don't</c><00:49:32.300><c> have</c>

00:49:32.500 --> 00:49:32.510 align:start position:0%
have to do a lot of trust you don't have
 

00:49:32.510 --> 00:49:33.600 align:start position:0%
have to do a lot of trust you don't have
to<00:49:32.600><c> do</c><00:49:32.690><c> a</c><00:49:32.720><c> lot</c><00:49:32.840><c> of</c><00:49:32.930><c> computation</c><00:49:33.170><c> and</c><00:49:33.500><c> storage</c>

00:49:33.600 --> 00:49:33.610 align:start position:0%
to do a lot of computation and storage
 

00:49:33.610 --> 00:49:36.550 align:start position:0%
to do a lot of computation and storage
but<00:49:34.610><c> you</c><00:49:34.820><c> do</c><00:49:35.090><c> end</c><00:49:35.390><c> up</c><00:49:35.510><c> having</c><00:49:35.570><c> the</c><00:49:36.530><c> same</c>

00:49:36.550 --> 00:49:36.560 align:start position:0%
but you do end up having the same
 

00:49:36.560 --> 00:49:37.840 align:start position:0%
but you do end up having the same
problem<00:49:37.040><c> that</c><00:49:37.130><c> you</c><00:49:37.220><c> had</c><00:49:37.340><c> in</c><00:49:37.430><c> the</c><00:49:37.460><c> first</c><00:49:37.520><c> place</c>

00:49:37.840 --> 00:49:37.850 align:start position:0%
problem that you had in the first place
 

00:49:37.850 --> 00:49:39.910 align:start position:0%
problem that you had in the first place
like<00:49:38.000><c> you</c><00:49:38.120><c> don't</c><00:49:38.270><c> have</c><00:49:38.360><c> enough</c><00:49:38.570><c> memory</c><00:49:38.920><c> so</c>

00:49:39.910 --> 00:49:39.920 align:start position:0%
like you don't have enough memory so
 

00:49:39.920 --> 00:49:42.580 align:start position:0%
like you don't have enough memory so
what<00:49:40.100><c> we</c><00:49:40.190><c> really</c><00:49:40.580><c> want</c><00:49:40.790><c> is</c><00:49:41.060><c> we</c><00:49:41.390><c> want</c><00:49:41.420><c> lots</c><00:49:42.410><c> of</c>

00:49:42.580 --> 00:49:42.590 align:start position:0%
what we really want is we want lots of
 

00:49:42.590 --> 00:49:48.160 align:start position:0%
what we really want is we want lots of
coverage<00:49:42.920><c> and</c><00:49:43.310><c> low</c><00:49:43.790><c> complication</c><00:49:46.150><c> so</c><00:49:47.150><c> one</c><00:49:47.960><c> way</c>

00:49:48.160 --> 00:49:48.170 align:start position:0%
coverage and low complication so one way
 

00:49:48.170 --> 00:49:51.220 align:start position:0%
coverage and low complication so one way
to<00:49:48.530><c> get</c><00:49:49.280><c> lots</c><00:49:49.580><c> of</c><00:49:49.760><c> coverage</c><00:49:50.150><c> is</c><00:49:50.630><c> just</c><00:49:50.690><c> to</c><00:49:50.990><c> keep</c>

00:49:51.220 --> 00:49:51.230 align:start position:0%
to get lots of coverage is just to keep
 

00:49:51.230 --> 00:49:53.050 align:start position:0%
to get lots of coverage is just to keep
asking<00:49:51.440><c> friends</c><00:49:51.890><c> so</c><00:49:52.130><c> you</c><00:49:52.220><c> start</c><00:49:52.550><c> to</c><00:49:52.580><c> ask</c><00:49:52.880><c> your</c>

00:49:53.050 --> 00:49:53.060 align:start position:0%
asking friends so you start to ask your
 

00:49:53.060 --> 00:49:57.810 align:start position:0%
asking friends so you start to ask your
friends<00:49:55.180><c> and</c><00:49:56.180><c> then</c><00:49:56.360><c> you</c><00:49:56.570><c> ask</c><00:49:56.780><c> their</c><00:49:57.050><c> friends</c>

00:49:57.810 --> 00:49:57.820 align:start position:0%
friends and then you ask their friends
 

00:49:57.820 --> 00:50:00.100 align:start position:0%
friends and then you ask their friends
and<00:49:58.820><c> so</c><00:49:59.000><c> you</c><00:49:59.060><c> just</c><00:49:59.270><c> apply</c><00:49:59.390><c> the</c><00:49:59.570><c> ask</c><00:49:59.810><c> to</c><00:50:00.020><c> the</c>

00:50:00.100 --> 00:50:00.110 align:start position:0%
and so you just apply the ask to the
 

00:50:00.110 --> 00:50:03.820 align:start position:0%
and so you just apply the ask to the
friend<00:50:00.320><c> operator</c><00:50:00.680><c> again</c><00:50:02.320><c> and</c><00:50:03.320><c> then</c><00:50:03.500><c> you</c><00:50:03.620><c> keep</c>

00:50:03.820 --> 00:50:03.830 align:start position:0%
friend operator again and then you keep
 

00:50:03.830 --> 00:50:05.500 align:start position:0%
friend operator again and then you keep
asking<00:50:04.250><c> until</c><00:50:04.340><c> the</c><00:50:04.610><c> cows</c><00:50:04.790><c> come</c><00:50:04.820><c> on</c><00:50:05.240><c> them</c><00:50:05.330><c> so</c>

00:50:05.500 --> 00:50:05.510 align:start position:0%
asking until the cows come on them so
 

00:50:05.510 --> 00:50:08.830 align:start position:0%
asking until the cows come on them so
you<00:50:06.200><c> have</c><00:50:06.230><c> the</c><00:50:06.470><c> trust</c><00:50:06.650><c> vector</c><00:50:07.100><c> is</c><00:50:07.370><c> equal</c><00:50:07.730><c> to</c><00:50:08.120><c> C</c>

00:50:08.830 --> 00:50:08.840 align:start position:0%
you have the trust vector is equal to C
 

00:50:08.840 --> 00:50:12.580 align:start position:0%
you have the trust vector is equal to C
T<00:50:09.080><c> to</c><00:50:09.260><c> the</c><00:50:09.380><c> N</c><00:50:09.590><c> kind</c><00:50:10.370><c> of</c><00:50:10.490><c> CI</c><00:50:11.320><c> and</c><00:50:12.320><c> there's</c><00:50:12.530><c> a</c>

00:50:12.580 --> 00:50:12.590 align:start position:0%
T to the N kind of CI and there's a
 

00:50:12.590 --> 00:50:14.830 align:start position:0%
T to the N kind of CI and there's a
great<00:50:12.920><c> benefit</c><00:50:13.910><c> to</c><00:50:14.030><c> this</c><00:50:14.150><c> and</c><00:50:14.330><c> it's</c><00:50:14.450><c> not</c><00:50:14.600><c> just</c>

00:50:14.830 --> 00:50:14.840 align:start position:0%
great benefit to this and it's not just
 

00:50:14.840 --> 00:50:18.070 align:start position:0%
great benefit to this and it's not just
the<00:50:14.930><c> cows</c><00:50:15.170><c> is</c><00:50:15.590><c> that</c><00:50:16.220><c> this</c><00:50:17.090><c> trust</c><00:50:17.420><c> vector</c><00:50:17.810><c> when</c>

00:50:18.070 --> 00:50:18.080 align:start position:0%
the cows is that this trust vector when
 

00:50:18.080 --> 00:50:19.810 align:start position:0%
the cows is that this trust vector when
you<00:50:18.170><c> compute</c><00:50:18.530><c> it</c><00:50:18.590><c> in</c><00:50:18.710><c> this</c><00:50:18.860><c> way</c><00:50:19.070><c> actually</c>

00:50:19.810 --> 00:50:19.820 align:start position:0%
you compute it in this way actually
 

00:50:19.820 --> 00:50:23.740 align:start position:0%
you compute it in this way actually
converges<00:50:20.690><c> to</c><00:50:20.990><c> the</c><00:50:21.650><c> same</c><00:50:21.950><c> thing</c><00:50:22.550><c> for</c><00:50:23.330><c> every</c>

00:50:23.740 --> 00:50:23.750 align:start position:0%
converges to the same thing for every
 

00:50:23.750 --> 00:50:25.930 align:start position:0%
converges to the same thing for every
peer<00:50:23.960><c> on</c><00:50:24.200><c> the</c><00:50:24.320><c> network</c><00:50:24.650><c> so</c><00:50:25.340><c> what</c><00:50:25.520><c> we've</c><00:50:25.700><c> done</c>

00:50:25.930 --> 00:50:25.940 align:start position:0%
peer on the network so what we've done
 

00:50:25.940 --> 00:50:30.010 align:start position:0%
peer on the network so what we've done
by<00:50:26.180><c> asking</c><00:50:26.420><c> friends</c><00:50:26.990><c> ad</c><00:50:27.620><c> infinitum</c><00:50:28.520><c> is</c><00:50:29.240><c> that</c>

00:50:30.010 --> 00:50:30.020 align:start position:0%
by asking friends ad infinitum is that
 

00:50:30.020 --> 00:50:31.840 align:start position:0%
by asking friends ad infinitum is that
we've<00:50:30.170><c> actually</c><00:50:30.380><c> computed</c><00:50:31.040><c> a</c><00:50:31.100><c> global</c><00:50:31.580><c> trust</c>

00:50:31.840 --> 00:50:31.850 align:start position:0%
we've actually computed a global trust
 

00:50:31.850 --> 00:50:34.390 align:start position:0%
we've actually computed a global trust
vector<00:50:32.240><c> for</c><00:50:32.480><c> the</c><00:50:32.600><c> entire</c><00:50:32.900><c> network</c><00:50:33.170><c> and</c><00:50:33.680><c> so</c>

00:50:34.390 --> 00:50:34.400 align:start position:0%
vector for the entire network and so
 

00:50:34.400 --> 00:50:37.060 align:start position:0%
vector for the entire network and so
therefore<00:50:34.640><c> you</c><00:50:35.480><c> each</c><00:50:35.900><c> peer</c><00:50:36.290><c> can</c><00:50:36.530><c> collaborate</c>

00:50:37.060 --> 00:50:37.070 align:start position:0%
therefore you each peer can collaborate
 

00:50:37.070 --> 00:50:39.730 align:start position:0%
therefore you each peer can collaborate
in<00:50:37.310><c> the</c><00:50:37.640><c> storage</c><00:50:38.090><c> and</c><00:50:38.240><c> computation</c><00:50:38.540><c> of</c><00:50:39.080><c> a</c>

00:50:39.730 --> 00:50:39.740 align:start position:0%
in the storage and computation of a
 

00:50:39.740 --> 00:50:42.490 align:start position:0%
in the storage and computation of a
single<00:50:40.220><c> trust</c><00:50:40.520><c> value</c><00:50:40.790><c> for</c><00:50:41.300><c> each</c><00:50:41.450><c> person</c><00:50:41.990><c> so</c><00:50:42.470><c> a</c>

00:50:42.490 --> 00:50:42.500 align:start position:0%
single trust value for each person so a
 

00:50:42.500 --> 00:50:45.060 align:start position:0%
single trust value for each person so a
single<00:50:42.770><c> stress</c><00:50:43.130><c> vector</c><00:50:43.490><c> for</c><00:50:43.730><c> them</c>

00:50:45.060 --> 00:50:45.070 align:start position:0%
single stress vector for them
 

00:50:45.070 --> 00:50:46.590 align:start position:0%
single stress vector for them
[Music]

00:50:46.590 --> 00:50:46.600 align:start position:0%
[Music]
 

00:50:46.600 --> 00:50:49.590 align:start position:0%
[Music]
and<00:50:46.960><c> the</c><00:50:47.920><c> way</c><00:50:48.040><c> that</c><00:50:48.220><c> the</c><00:50:48.850><c> way</c><00:50:48.970><c> that</c><00:50:49.150><c> works</c><00:50:49.420><c> like</c>

00:50:49.590 --> 00:50:49.600 align:start position:0%
and the way that the way that works like
 

00:50:49.600 --> 00:50:52.530 align:start position:0%
and the way that the way that works like
the<00:50:50.020><c> way</c><00:50:50.140><c> that</c><00:50:50.490><c> we</c><00:50:51.490><c> initialize</c><00:50:52.150><c> a</c><00:50:52.180><c> trust</c>

00:50:52.530 --> 00:50:52.540 align:start position:0%
the way that we initialize a trust
 

00:50:52.540 --> 00:50:58.080 align:start position:0%
the way that we initialize a trust
vector<00:50:52.900><c> to</c><00:50:53.620><c> any</c><00:50:54.930><c> any</c><00:50:56.010><c> any</c><00:50:57.010><c> vector</c><00:50:57.430><c> let's</c><00:50:57.850><c> just</c>

00:50:58.080 --> 00:50:58.090 align:start position:0%
vector to any any any vector let's just
 

00:50:58.090 --> 00:51:01.110 align:start position:0%
vector to any any any vector let's just
start<00:50:58.510><c> with</c><00:50:58.660><c> the</c><00:50:58.780><c> uniform</c><00:50:59.200><c> mentor</c><00:50:59.910><c> and</c><00:51:00.910><c> then</c>

00:51:01.110 --> 00:51:01.120 align:start position:0%
start with the uniform mentor and then
 

00:51:01.120 --> 00:51:03.510 align:start position:0%
start with the uniform mentor and then
we<00:51:01.270><c> just</c><00:51:01.450><c> keep</c><00:51:01.660><c> repeating</c><00:51:02.070><c> applying</c><00:51:03.070><c> the</c><00:51:03.310><c> ask</c>

00:51:03.510 --> 00:51:03.520 align:start position:0%
we just keep repeating applying the ask
 

00:51:03.520 --> 00:51:07.380 align:start position:0%
we just keep repeating applying the ask
a<00:51:03.760><c> friend</c><00:51:03.940><c> operator</c><00:51:04.870><c> to</c><00:51:05.590><c> this</c><00:51:06.160><c> iteration</c><00:51:06.670><c> and</c>

00:51:07.380 --> 00:51:07.390 align:start position:0%
a friend operator to this iteration and
 

00:51:07.390 --> 00:51:08.790 align:start position:0%
a friend operator to this iteration and
you<00:51:07.540><c> keep</c><00:51:07.720><c> asking</c><00:51:07.930><c> and</c><00:51:08.260><c> eventually</c><00:51:08.680><c> I'll</c>

00:51:08.790 --> 00:51:08.800 align:start position:0%
you keep asking and eventually I'll
 

00:51:08.800 --> 00:51:11.460 align:start position:0%
you keep asking and eventually I'll
converge<00:51:09.250><c> and</c><00:51:09.730><c> look</c><00:51:10.330><c> what</c><00:51:10.750><c> it</c><00:51:10.900><c> will</c><00:51:11.050><c> converge</c>

00:51:11.460 --> 00:51:11.470 align:start position:0%
converge and look what it will converge
 

00:51:11.470 --> 00:51:14.640 align:start position:0%
converge and look what it will converge
to<00:51:11.500><c> is</c><00:51:12.310><c> the</c><00:51:12.820><c> principal</c><00:51:13.330><c> eigenvector</c><00:51:13.480><c> of</c><00:51:14.140><c> that</c>

00:51:14.640 --> 00:51:14.650 align:start position:0%
to is the principal eigenvector of that
 

00:51:14.650 --> 00:51:16.530 align:start position:0%
to is the principal eigenvector of that
trust<00:51:15.040><c> matrix</c><00:51:15.640><c> the</c><00:51:15.910><c> in</c><00:51:16.090><c> principal</c>

00:51:16.530 --> 00:51:16.540 align:start position:0%
trust matrix the in principal
 

00:51:16.540 --> 00:51:18.840 align:start position:0%
trust matrix the in principal
eigenvector<00:51:16.690><c> of</c><00:51:17.320><c> the</c><00:51:17.470><c> matrix</c><00:51:17.920><c> that</c><00:51:18.370><c> represent</c>

00:51:18.840 --> 00:51:18.850 align:start position:0%
eigenvector of the matrix that represent
 

00:51:18.850 --> 00:51:22.350 align:start position:0%
eigenvector of the matrix that represent
the<00:51:18.970><c> opinions</c><00:51:19.060><c> of</c><00:51:19.480><c> everybody</c><00:51:20.820><c> everybody</c><00:51:21.820><c> in</c>

00:51:22.350 --> 00:51:22.360 align:start position:0%
the opinions of everybody everybody in
 

00:51:22.360 --> 00:51:27.870 align:start position:0%
the opinions of everybody everybody in
the<00:51:22.540><c> network</c><00:51:24.390><c> so</c><00:51:25.390><c> this</c><00:51:25.570><c> is</c><00:51:25.780><c> nice</c><00:51:26.170><c> and</c><00:51:26.730><c> if</c><00:51:27.730><c> we</c>

00:51:27.870 --> 00:51:27.880 align:start position:0%
the network so this is nice and if we
 

00:51:27.880 --> 00:51:29.340 align:start position:0%
the network so this is nice and if we
have<00:51:28.060><c> a</c><00:51:28.090><c> centralized</c><00:51:28.600><c> system</c><00:51:28.750><c> or</c><00:51:29.020><c> even</c><00:51:29.050><c> if</c><00:51:29.320><c> we</c>

00:51:29.340 --> 00:51:29.350 align:start position:0%
have a centralized system or even if we
 

00:51:29.350 --> 00:51:30.900 align:start position:0%
have a centralized system or even if we
had<00:51:29.530><c> a</c><00:51:29.560><c> block</c><00:51:29.770><c> chain</c><00:51:30.070><c> this</c><00:51:30.580><c> would</c><00:51:30.820><c> be</c>

00:51:30.900 --> 00:51:30.910 align:start position:0%
had a block chain this would be
 

00:51:30.910 --> 00:51:34.590 align:start position:0%
had a block chain this would be
sufficient<00:51:31.450><c> we</c><00:51:32.410><c> could</c><00:51:32.650><c> just</c><00:51:32.980><c> take</c><00:51:33.790><c> the</c><00:51:34.090><c> we</c>

00:51:34.590 --> 00:51:34.600 align:start position:0%
sufficient we could just take the we
 

00:51:34.600 --> 00:51:36.030 align:start position:0%
sufficient we could just take the we
could<00:51:34.780><c> just</c><00:51:34.930><c> take</c><00:51:35.140><c> the</c><00:51:35.290><c> opinions</c><00:51:35.680><c> and</c><00:51:35.860><c> have</c><00:51:35.980><c> a</c>

00:51:36.030 --> 00:51:36.040 align:start position:0%
could just take the opinions and have a
 

00:51:36.040 --> 00:51:38.910 align:start position:0%
could just take the opinions and have a
centralized<00:51:37.200><c> computer</c><00:51:38.200><c> or</c><00:51:38.440><c> lots</c><00:51:38.740><c> of</c>

00:51:38.910 --> 00:51:38.920 align:start position:0%
centralized computer or lots of
 

00:51:38.920 --> 00:51:41.700 align:start position:0%
centralized computer or lots of
computers<00:51:39.550><c> operating</c><00:51:40.090><c> in</c><00:51:40.210><c> consensus</c><00:51:40.810><c> compute</c>

00:51:41.700 --> 00:51:41.710 align:start position:0%
computers operating in consensus compute
 

00:51:41.710 --> 00:51:44.790 align:start position:0%
computers operating in consensus compute
this<00:51:41.890><c> computation</c><00:51:43.080><c> but</c><00:51:44.080><c> we</c><00:51:44.260><c> can</c><00:51:44.410><c> take</c><00:51:44.620><c> it</c><00:51:44.770><c> one</c>

00:51:44.790 --> 00:51:44.800 align:start position:0%
this computation but we can take it one
 

00:51:44.800 --> 00:51:45.630 align:start position:0%
this computation but we can take it one
step<00:51:45.130><c> further</c>

00:51:45.630 --> 00:51:45.640 align:start position:0%
step further
 

00:51:45.640 --> 00:51:48.240 align:start position:0%
step further
because<00:51:46.420><c> in</c><00:51:46.990><c> a</c><00:51:47.110><c> true</c><00:51:47.380><c> peer-to-peer</c><00:51:47.680><c> network</c>

00:51:48.240 --> 00:51:48.250 align:start position:0%
because in a true peer-to-peer network
 

00:51:48.250 --> 00:51:51.000 align:start position:0%
because in a true peer-to-peer network
you<00:51:48.400><c> won't</c><00:51:48.610><c> have</c><00:51:48.790><c> any</c><00:51:49.240><c> single</c><00:51:49.990><c> machine</c><00:51:50.470><c> and</c>

00:51:51.000 --> 00:51:51.010 align:start position:0%
you won't have any single machine and
 

00:51:51.010 --> 00:51:53.660 align:start position:0%
you won't have any single machine and
you<00:51:51.070><c> single</c><00:51:51.400><c> node</c><00:51:51.580><c> storing</c><00:51:52.450><c> the</c><00:51:52.630><c> whole</c><00:51:52.870><c> matrix</c>

00:51:53.660 --> 00:51:53.670 align:start position:0%
you single node storing the whole matrix
 

00:51:53.670 --> 00:51:57.120 align:start position:0%
you single node storing the whole matrix
or<00:51:54.780><c> even</c><00:51:55.780><c> is</c><00:51:55.990><c> storing</c><00:51:56.320><c> the</c><00:51:56.470><c> whole</c><00:51:56.620><c> matrix</c><00:51:56.740><c> or</c>

00:51:57.120 --> 00:51:57.130 align:start position:0%
or even is storing the whole matrix or
 

00:51:57.130 --> 00:51:59.100 align:start position:0%
or even is storing the whole matrix or
being<00:51:57.370><c> able</c><00:51:57.490><c> to</c><00:51:57.640><c> compute</c><00:51:58.090><c> the</c><00:51:58.360><c> whole</c><00:51:58.600><c> and</c>

00:51:59.100 --> 00:51:59.110 align:start position:0%
being able to compute the whole and
 

00:51:59.110 --> 00:52:00.990 align:start position:0%
being able to compute the whole and
supplying

00:52:00.990 --> 00:52:01.000 align:start position:0%
supplying
 

00:52:01.000 --> 00:52:03.180 align:start position:0%
supplying
in<00:52:01.300><c> fact</c><00:52:01.570><c> what</c><00:52:01.810><c> you</c><00:52:01.930><c> have</c><00:52:02.200><c> is</c><00:52:02.530><c> you</c><00:52:03.160><c> have</c>

00:52:03.180 --> 00:52:03.190 align:start position:0%
in fact what you have is you have
 

00:52:03.190 --> 00:52:08.359 align:start position:0%
in fact what you have is you have
basically<00:52:03.880><c> each</c><00:52:04.330><c> node</c><00:52:05.400><c> storing</c><00:52:06.400><c> is</c><00:52:06.609><c> own</c><00:52:07.000><c> row</c>

00:52:08.359 --> 00:52:08.369 align:start position:0%
basically each node storing is own row
 

00:52:08.369 --> 00:52:12.420 align:start position:0%
basically each node storing is own row
its<00:52:09.369><c> own</c><00:52:09.730><c> basically</c><00:52:10.540><c> his</c><00:52:10.690><c> own</c><00:52:11.220><c> opinions</c><00:52:12.220><c> of</c>

00:52:12.420 --> 00:52:12.430 align:start position:0%
its own basically his own opinions of
 

00:52:12.430 --> 00:52:16.230 align:start position:0%
its own basically his own opinions of
other<00:52:12.730><c> people</c><00:52:13.260><c> and</c><00:52:14.260><c> so</c><00:52:14.440><c> how</c><00:52:14.800><c> do</c><00:52:14.859><c> we</c><00:52:15.040><c> compute</c><00:52:15.460><c> a</c>

00:52:16.230 --> 00:52:16.240 align:start position:0%
other people and so how do we compute a
 

00:52:16.240 --> 00:52:18.150 align:start position:0%
other people and so how do we compute a
principal<00:52:17.080><c> eigenvector</c><00:52:17.230><c> when</c><00:52:17.890><c> you</c><00:52:17.980><c> don't</c>

00:52:18.150 --> 00:52:18.160 align:start position:0%
principal eigenvector when you don't
 

00:52:18.160 --> 00:52:20.130 align:start position:0%
principal eigenvector when you don't
have<00:52:18.430><c> any</c><00:52:18.550><c> machine</c><00:52:18.940><c> that</c><00:52:19.390><c> knows</c><00:52:19.780><c> the</c><00:52:19.960><c> whole</c>

00:52:20.130 --> 00:52:20.140 align:start position:0%
have any machine that knows the whole
 

00:52:20.140 --> 00:52:22.920 align:start position:0%
have any machine that knows the whole
dangerous<00:52:20.910><c> well</c><00:52:21.910><c> one</c><00:52:22.090><c> way</c><00:52:22.240><c> we</c><00:52:22.390><c> can</c><00:52:22.510><c> do</c><00:52:22.630><c> this</c><00:52:22.810><c> is</c>

00:52:22.920 --> 00:52:22.930 align:start position:0%
dangerous well one way we can do this is
 

00:52:22.930 --> 00:52:26.060 align:start position:0%
dangerous well one way we can do this is
we<00:52:23.050><c> can</c><00:52:23.230><c> recognize</c><00:52:23.740><c> that</c><00:52:24.310><c> we</c><00:52:24.790><c> can</c><00:52:24.970><c> take</c><00:52:25.210><c> this</c>

00:52:26.060 --> 00:52:26.070 align:start position:0%
we can recognize that we can take this
 

00:52:26.070 --> 00:52:30.990 align:start position:0%
we can recognize that we can take this
matrix<00:52:27.070><c> computation</c><00:52:27.430><c> and</c><00:52:28.500><c> actually</c><00:52:29.820><c> break</c><00:52:30.820><c> it</c>

00:52:30.990 --> 00:52:31.000 align:start position:0%
matrix computation and actually break it
 

00:52:31.000 --> 00:52:33.720 align:start position:0%
matrix computation and actually break it
down<00:52:31.150><c> into</c><00:52:31.540><c> a</c><00:52:31.750><c> single</c><00:52:32.440><c> element</c><00:52:32.859><c> conversation</c>

00:52:33.720 --> 00:52:33.730 align:start position:0%
down into a single element conversation
 

00:52:33.730 --> 00:52:38.010 align:start position:0%
down into a single element conversation
by<00:52:34.420><c> saying</c><00:52:34.810><c> that</c><00:52:36.030><c> this</c><00:52:37.030><c> element</c><00:52:37.420><c> the</c><00:52:37.750><c> ti</c>

00:52:38.010 --> 00:52:38.020 align:start position:0%
by saying that this element the ti
 

00:52:38.020 --> 00:52:42.060 align:start position:0%
by saying that this element the ti
element<00:52:38.770><c> is</c><00:52:39.060><c> actually</c><00:52:40.060><c> equal</c><00:52:40.390><c> to</c><00:52:40.710><c> this</c><00:52:41.710><c> row</c>

00:52:42.060 --> 00:52:42.070 align:start position:0%
element is actually equal to this row
 

00:52:42.070 --> 00:52:47.099 align:start position:0%
element is actually equal to this row
times<00:52:42.490><c> this</c><00:52:42.760><c> column</c><00:52:43.440><c> and</c><00:52:44.940><c> to</c><00:52:45.940><c> be</c><00:52:46.570><c> a</c><00:52:46.599><c> little</c><00:52:46.990><c> bit</c>

00:52:47.099 --> 00:52:47.109 align:start position:0%
times this column and to be a little bit
 

00:52:47.109 --> 00:52:49.620 align:start position:0%
times this column and to be a little bit
less<00:52:47.290><c> abstract</c><00:52:47.590><c> about</c><00:52:48.130><c> it</c><00:52:48.369><c> what</c><00:52:49.060><c> it</c><00:52:49.180><c> means</c><00:52:49.359><c> is</c>

00:52:49.620 --> 00:52:49.630 align:start position:0%
less abstract about it what it means is
 

00:52:49.630 --> 00:52:53.130 align:start position:0%
less abstract about it what it means is
that<00:52:49.950><c> the</c><00:52:50.950><c> trust</c><00:52:51.310><c> my</c><00:52:51.880><c> own</c><00:52:51.910><c> trust</c><00:52:52.540><c> score</c><00:52:52.869><c> at</c><00:52:53.020><c> any</c>

00:52:53.130 --> 00:52:53.140 align:start position:0%
that the trust my own trust score at any
 

00:52:53.140 --> 00:52:58.320 align:start position:0%
that the trust my own trust score at any
given<00:52:53.530><c> time</c><00:52:53.830><c> is</c><00:52:55.080><c> the</c><00:52:56.080><c> the</c><00:52:57.119><c> opinions</c><00:52:58.119><c> that</c>

00:52:58.320 --> 00:52:58.330 align:start position:0%
given time is the the opinions that
 

00:52:58.330 --> 00:53:01.650 align:start position:0%
given time is the the opinions that
people<00:52:58.690><c> have</c><00:52:58.900><c> of</c><00:52:59.170><c> me</c><00:52:59.550><c> weighted</c><00:53:00.550><c> by</c><00:53:00.790><c> their</c>

00:53:01.650 --> 00:53:01.660 align:start position:0%
people have of me weighted by their
 

00:53:01.660 --> 00:53:03.780 align:start position:0%
people have of me weighted by their
trust<00:53:02.170><c> scores</c><00:53:02.530><c> the</c><00:53:02.800><c> trust</c><00:53:03.010><c> scores</c><00:53:03.220><c> of</c><00:53:03.400><c> people</c>

00:53:03.780 --> 00:53:03.790 align:start position:0%
trust scores the trust scores of people
 

00:53:03.790 --> 00:53:05.180 align:start position:0%
trust scores the trust scores of people
who<00:53:03.910><c> have</c>

00:53:05.180 --> 00:53:05.190 align:start position:0%
who have
 

00:53:05.190 --> 00:53:07.519 align:start position:0%
who have
and<00:53:05.700><c> so</c><00:53:05.880><c> in</c><00:53:06.059><c> that</c><00:53:06.240><c> case</c><00:53:06.450><c> everybody</c><00:53:07.200><c> can</c>

00:53:07.519 --> 00:53:07.529 align:start position:0%
and so in that case everybody can
 

00:53:07.529 --> 00:53:10.789 align:start position:0%
and so in that case everybody can
compute<00:53:08.039><c> their</c><00:53:09.029><c> own</c><00:53:09.210><c> truss</c><00:53:09.539><c> core</c><00:53:09.809><c> at</c><00:53:10.289><c> any</c><00:53:10.529><c> time</c>

00:53:10.789 --> 00:53:10.799 align:start position:0%
compute their own truss core at any time
 

00:53:10.799 --> 00:53:15.079 align:start position:0%
compute their own truss core at any time
was<00:53:11.400><c> they</c><00:53:11.549><c> just</c><00:53:11.789><c> know</c><00:53:11.940><c> those</c><00:53:12.150><c> two</c><00:53:12.359><c> things</c><00:53:14.089><c> so</c>

00:53:15.079 --> 00:53:15.089 align:start position:0%
was they just know those two things so
 

00:53:15.089 --> 00:53:18.109 align:start position:0%
was they just know those two things so
you<00:53:15.509><c> end</c><00:53:15.690><c> up</c><00:53:15.779><c> having</c><00:53:15.839><c> a</c><00:53:17.119><c> pretty</c>

00:53:18.109 --> 00:53:18.119 align:start position:0%
you end up having a pretty
 

00:53:18.119 --> 00:53:23.960 align:start position:0%
you end up having a pretty
straightforward<00:53:20.720><c> protocol</c><00:53:21.720><c> were</c><00:53:21.869><c> you</c><00:53:22.970><c> for</c>

00:53:23.960 --> 00:53:23.970 align:start position:0%
straightforward protocol were you for
 

00:53:23.970 --> 00:53:26.420 align:start position:0%
straightforward protocol were you for
each<00:53:24.269><c> year</c><00:53:24.839><c> you</c><00:53:25.109><c> compute</c><00:53:25.680><c> your</c><00:53:25.920><c> friend</c><00:53:26.190><c> trust</c>

00:53:26.420 --> 00:53:26.430 align:start position:0%
each year you compute your friend trust
 

00:53:26.430 --> 00:53:29.900 align:start position:0%
each year you compute your friend trust
value<00:53:26.789><c> by</c><00:53:27.509><c> taking</c><00:53:27.950><c> the</c><00:53:28.950><c> present</c><00:53:29.490><c> trust</c><00:53:29.730><c> about</c>

00:53:29.900 --> 00:53:29.910 align:start position:0%
value by taking the present trust about
 

00:53:29.910 --> 00:53:32.329 align:start position:0%
value by taking the present trust about
the<00:53:29.970><c> present</c><00:53:30.599><c> people</c><00:53:31.410><c> who</c><00:53:31.500><c> have</c><00:53:31.680><c> opinions</c><00:53:32.190><c> of</c>

00:53:32.329 --> 00:53:32.339 align:start position:0%
the present people who have opinions of
 

00:53:32.339 --> 00:53:35.299 align:start position:0%
the present people who have opinions of
you<00:53:32.490><c> their</c><00:53:33.059><c> opinions</c><00:53:33.509><c> of</c><00:53:33.630><c> you</c><00:53:33.829><c> times</c><00:53:34.829><c> their</c>

00:53:35.299 --> 00:53:35.309 align:start position:0%
you their opinions of you times their
 

00:53:35.309 --> 00:53:37.940 align:start position:0%
you their opinions of you times their
current<00:53:35.339><c> trust</c><00:53:35.940><c> values</c><00:53:36.559><c> then</c><00:53:37.559><c> once</c><00:53:37.829><c> you</c>

00:53:37.940 --> 00:53:37.950 align:start position:0%
current trust values then once you
 

00:53:37.950 --> 00:53:40.039 align:start position:0%
current trust values then once you
compute<00:53:38.430><c> your</c><00:53:38.460><c> current</c><00:53:38.789><c> trust</c><00:53:39.029><c> scores</c><00:53:39.269><c> you</c>

00:53:40.039 --> 00:53:40.049 align:start position:0%
compute your current trust scores you
 

00:53:40.049 --> 00:53:43.970 align:start position:0%
compute your current trust scores you
send<00:53:40.440><c> your</c><00:53:41.160><c> trust</c><00:53:41.460><c> fund</c><00:53:41.700><c> and</c><00:53:42.509><c> the</c><00:53:43.440><c> opinions</c>

00:53:43.970 --> 00:53:43.980 align:start position:0%
send your trust fund and the opinions
 

00:53:43.980 --> 00:53:46.460 align:start position:0%
send your trust fund and the opinions
that<00:53:44.400><c> you</c><00:53:44.519><c> have</c><00:53:44.730><c> of</c><00:53:45.119><c> other</c><00:53:45.329><c> people</c><00:53:45.750><c> to</c><00:53:46.289><c> them</c>

00:53:46.460 --> 00:53:46.470 align:start position:0%
that you have of other people to them
 

00:53:46.470 --> 00:53:49.039 align:start position:0%
that you have of other people to them
and<00:53:46.769><c> then</c><00:53:47.579><c> they</c><00:53:47.849><c> aggregate</c><00:53:48.539><c> those</c><00:53:48.779><c> that</c>

00:53:49.039 --> 00:53:49.049 align:start position:0%
and then they aggregate those that
 

00:53:49.049 --> 00:53:51.620 align:start position:0%
and then they aggregate those that
compute<00:53:49.470><c> their</c><00:53:49.650><c> trust</c><00:53:49.950><c> score</c><00:53:50.190><c> and</c><00:53:50.880><c> then</c><00:53:51.509><c> you</c>

00:53:51.620 --> 00:53:51.630 align:start position:0%
compute their trust score and then you
 

00:53:51.630 --> 00:53:54.079 align:start position:0%
compute their trust score and then you
wait<00:53:51.839><c> until</c><00:53:52.289><c> it</c><00:53:52.859><c> goes</c><00:53:53.069><c> around</c><00:53:53.339><c> and</c><00:53:53.700><c> they</c><00:53:53.849><c> send</c>

00:53:54.079 --> 00:53:54.089 align:start position:0%
wait until it goes around and they send
 

00:53:54.089 --> 00:53:56.150 align:start position:0%
wait until it goes around and they send
it<00:53:54.210><c> back</c><00:53:54.359><c> to</c><00:53:54.509><c> you</c><00:53:54.599><c> and</c><00:53:54.869><c> that</c><00:53:55.319><c> iteration</c><00:53:55.740><c> keeps</c>

00:53:56.150 --> 00:53:56.160 align:start position:0%
it back to you and that iteration keeps
 

00:53:56.160 --> 00:53:57.769 align:start position:0%
it back to you and that iteration keeps
happening<00:53:56.369><c> over</c><00:53:56.789><c> the</c><00:53:57.059><c> course</c><00:53:57.089><c> of</c><00:53:57.359><c> the</c><00:53:57.480><c> network</c>

00:53:57.769 --> 00:53:57.779 align:start position:0%
happening over the course of the network
 

00:53:57.779 --> 00:54:00.650 align:start position:0%
happening over the course of the network
and<00:53:58.200><c> that</c><00:53:58.289><c> way</c><00:53:58.710><c> lots</c><00:53:59.460><c> of</c><00:53:59.640><c> peers</c><00:54:00.000><c> all</c><00:54:00.269><c> over</c><00:54:00.539><c> the</c>

00:54:00.650 --> 00:54:00.660 align:start position:0%
and that way lots of peers all over the
 

00:54:00.660 --> 00:54:03.019 align:start position:0%
and that way lots of peers all over the
network<00:54:00.839><c> end</c><00:54:01.259><c> up</c><00:54:01.410><c> collaboratively</c><00:54:02.400><c> computing</c>

00:54:03.019 --> 00:54:03.029 align:start position:0%
network end up collaboratively computing
 

00:54:03.029 --> 00:54:05.210 align:start position:0%
network end up collaboratively computing
the<00:54:03.599><c> principal</c><00:54:04.019><c> eigenvector</c><00:54:04.170><c> of</c><00:54:04.650><c> a</c><00:54:04.890><c> matrix</c>

00:54:05.210 --> 00:54:05.220 align:start position:0%
the principal eigenvector of a matrix
 

00:54:05.220 --> 00:54:08.349 align:start position:0%
the principal eigenvector of a matrix
that<00:54:05.309><c> none</c><00:54:05.640><c> of</c><00:54:05.759><c> them</c><00:54:05.910><c> knows</c><00:54:06.180><c> the</c><00:54:06.480><c> whole</c><00:54:06.660><c> matrix</c>

00:54:08.349 --> 00:54:08.359 align:start position:0%
that none of them knows the whole matrix
 

00:54:08.359 --> 00:54:12.010 align:start position:0%
that none of them knows the whole matrix
so

00:54:12.010 --> 00:54:12.020 align:start position:0%
 
 

00:54:12.020 --> 00:54:15.400 align:start position:0%
 
when<00:54:12.619><c> we</c><00:54:12.880><c> would</c><00:54:13.880><c> be</c><00:54:14.030><c> when</c><00:54:14.900><c> we</c><00:54:15.020><c> wrote</c><00:54:15.140><c> this</c><00:54:15.290><c> in</c>

00:54:15.400 --> 00:54:15.410 align:start position:0%
when we would be when we wrote this in
 

00:54:15.410 --> 00:54:17.740 align:start position:0%
when we would be when we wrote this in
2002<00:54:15.890><c> is</c><00:54:16.010><c> really</c><00:54:16.220><c> you</c><00:54:16.430><c> know</c><00:54:16.550><c> like</c><00:54:17.450><c> there's</c>

00:54:17.740 --> 00:54:17.750 align:start position:0%
2002 is really you know like there's
 

00:54:17.750 --> 00:54:19.060 align:start position:0%
2002 is really you know like there's
going<00:54:17.900><c> to</c><00:54:17.990><c> be</c><00:54:18.050><c> lots</c><00:54:18.530><c> and</c><00:54:18.800><c> lots</c><00:54:18.980><c> of</c>

00:54:19.060 --> 00:54:19.070 align:start position:0%
going to be lots and lots of
 

00:54:19.070 --> 00:54:20.590 align:start position:0%
going to be lots and lots of
peer-to-peer<00:54:19.340><c> application</c><00:54:20.060><c> just</c><00:54:20.180><c> right</c>

00:54:20.590 --> 00:54:20.600 align:start position:0%
peer-to-peer application just right
 

00:54:20.600 --> 00:54:28.120 align:start position:0%
peer-to-peer application just right
around<00:54:20.810><c> the</c><00:54:20.990><c> corner</c><00:54:21.350><c> but</c><00:54:25.060><c> now</c><00:54:26.060><c> is</c><00:54:26.570><c> the</c><00:54:27.530><c> time</c><00:54:27.710><c> I</c>

00:54:28.120 --> 00:54:28.130 align:start position:0%
around the corner but now is the time I
 

00:54:28.130 --> 00:54:32.530 align:start position:0%
around the corner but now is the time I
mean<00:54:28.690><c> I'm</c><00:54:29.740><c> seeing</c><00:54:30.740><c> that</c><00:54:31.160><c> there's</c><00:54:32.119><c> lots</c><00:54:32.420><c> and</c>

00:54:32.530 --> 00:54:32.540 align:start position:0%
mean I'm seeing that there's lots and
 

00:54:32.540 --> 00:54:34.090 align:start position:0%
mean I'm seeing that there's lots and
lots<00:54:32.750><c> of</c><00:54:32.840><c> peer-to-peer</c><00:54:33.080><c> applications</c><00:54:33.410><c> right</c>

00:54:34.090 --> 00:54:34.100 align:start position:0%
lots of peer-to-peer applications right
 

00:54:34.100 --> 00:54:36.070 align:start position:0%
lots of peer-to-peer applications right
around<00:54:34.280><c> the</c><00:54:34.430><c> corner</c><00:54:34.820><c> and</c><00:54:35.270><c> I'm</c><00:54:35.540><c> seeing</c><00:54:35.810><c> that</c>

00:54:36.070 --> 00:54:36.080 align:start position:0%
around the corner and I'm seeing that
 

00:54:36.080 --> 00:54:38.770 align:start position:0%
around the corner and I'm seeing that
those<00:54:36.380><c> peer-to-peer</c><00:54:37.040><c> applications</c><00:54:37.780><c> will</c>

00:54:38.770 --> 00:54:38.780 align:start position:0%
those peer-to-peer applications will
 

00:54:38.780 --> 00:54:43.600 align:start position:0%
those peer-to-peer applications will
need<00:54:39.080><c> notions</c><00:54:39.680><c> like</c><00:54:41.890><c> reputation</c><00:54:42.890><c> identity</c>

00:54:43.600 --> 00:54:43.610 align:start position:0%
need notions like reputation identity
 

00:54:43.610 --> 00:54:46.060 align:start position:0%
need notions like reputation identity
the<00:54:43.880><c> ability</c><00:54:44.330><c> to</c><00:54:44.360><c> identify</c><00:54:45.290><c> in</c><00:54:45.830><c> a</c>

00:54:46.060 --> 00:54:46.070 align:start position:0%
the ability to identify in a
 

00:54:46.070 --> 00:54:50.470 align:start position:0%
the ability to identify in a
decentralized<00:54:46.400><c> way</c><00:54:48.850><c> adversarial</c><00:54:49.850><c> nodes</c><00:54:50.119><c> and</c>

00:54:50.470 --> 00:54:50.480 align:start position:0%
decentralized way adversarial nodes and
 

00:54:50.480 --> 00:54:52.840 align:start position:0%
decentralized way adversarial nodes and
in<00:54:50.780><c> a</c><00:54:50.900><c> decentralized</c><00:54:51.530><c> way</c><00:54:51.619><c> be</c><00:54:52.280><c> able</c><00:54:52.490><c> to</c><00:54:52.610><c> self</c>

00:54:52.840 --> 00:54:52.850 align:start position:0%
in a decentralized way be able to self
 

00:54:52.850 --> 00:54:55.270 align:start position:0%
in a decentralized way be able to self
organize<00:54:53.090><c> to</c><00:54:53.660><c> avoid</c><00:54:53.990><c> those</c><00:54:54.200><c> out</c><00:54:54.350><c> adversaries</c>

00:54:55.270 --> 00:54:55.280 align:start position:0%
organize to avoid those out adversaries
 

00:54:55.280 --> 00:54:59.020 align:start position:0%
organize to avoid those out adversaries
and<00:54:56.560><c> and</c><00:54:57.560><c> the</c><00:54:58.130><c> exciting</c><00:54:58.490><c> thing</c><00:54:58.580><c> this</c><00:54:58.820><c> is</c><00:54:59.000><c> not</c>

00:54:59.020 --> 00:54:59.030 align:start position:0%
and and the exciting thing this is not
 

00:54:59.030 --> 00:55:03.609 align:start position:0%
and and the exciting thing this is not
really<00:54:59.810><c> about</c><00:55:00.580><c> music</c><00:55:01.580><c> sharing</c><00:55:02.000><c> I</c><00:55:02.210><c> mean</c><00:55:03.110><c> you</c>

00:55:03.609 --> 00:55:03.619 align:start position:0%
really about music sharing I mean you
 

00:55:03.619 --> 00:55:05.470 align:start position:0%
really about music sharing I mean you
take<00:55:03.860><c> a</c><00:55:03.920><c> look</c><00:55:04.190><c> at</c><00:55:04.369><c> lots</c><00:55:04.760><c> of</c><00:55:04.910><c> different</c><00:55:04.970><c> graphs</c>

00:55:05.470 --> 00:55:05.480 align:start position:0%
take a look at lots of different graphs
 

00:55:05.480 --> 00:55:07.960 align:start position:0%
take a look at lots of different graphs
and<00:55:05.750><c> you</c><00:55:06.020><c> can</c><00:55:06.200><c> imagine</c><00:55:06.440><c> lots</c><00:55:07.280><c> of</c><00:55:07.490><c> different</c>

00:55:07.960 --> 00:55:07.970 align:start position:0%
and you can imagine lots of different
 

00:55:07.970 --> 00:55:09.460 align:start position:0%
and you can imagine lots of different
computations<00:55:08.600><c> that</c><00:55:08.660><c> can</c><00:55:08.960><c> be</c><00:55:09.080><c> did</c><00:55:09.260><c> trust</c>

00:55:09.460 --> 00:55:09.470 align:start position:0%
computations that can be did trust
 

00:55:09.470 --> 00:55:10.930 align:start position:0%
computations that can be did trust
computations<00:55:10.070><c> that</c><00:55:10.130><c> can</c><00:55:10.369><c> be</c><00:55:10.460><c> done</c><00:55:10.610><c> among</c>

00:55:10.930 --> 00:55:10.940 align:start position:0%
computations that can be done among
 

00:55:10.940 --> 00:55:13.930 align:start position:0%
computations that can be done among
those<00:55:11.150><c> graphs</c><00:55:11.800><c> so</c><00:55:12.800><c> for</c><00:55:13.100><c> example</c><00:55:13.520><c> I</c><00:55:13.580><c> mean</c><00:55:13.760><c> one</c>

00:55:13.930 --> 00:55:13.940 align:start position:0%
those graphs so for example I mean one
 

00:55:13.940 --> 00:55:17.020 align:start position:0%
those graphs so for example I mean one
thing<00:55:14.150><c> that</c><00:55:14.800><c> I'm</c><00:55:15.800><c> very</c><00:55:16.100><c> interested</c><00:55:16.340><c> in</c><00:55:16.730><c> is</c>

00:55:17.020 --> 00:55:17.030 align:start position:0%
thing that I'm very interested in is
 

00:55:17.030 --> 00:55:21.430 align:start position:0%
thing that I'm very interested in is
active<00:55:17.810><c> stations</c><00:55:18.170><c> and</c><00:55:19.810><c> by</c><00:55:20.810><c> and</c><00:55:21.020><c> large</c><00:55:21.080><c> I</c><00:55:21.410><c> mean</c>

00:55:21.430 --> 00:55:21.440 align:start position:0%
active stations and by and large I mean
 

00:55:21.440 --> 00:55:23.740 align:start position:0%
active stations and by and large I mean
people<00:55:21.859><c> think</c><00:55:22.040><c> about</c><00:55:22.190><c> identity</c><00:55:22.760><c> computation</c>

00:55:23.740 --> 00:55:23.750 align:start position:0%
people think about identity computation
 

00:55:23.750 --> 00:55:24.420 align:start position:0%
people think about identity computation
in<00:55:23.930><c> the</c><00:55:24.050><c> front</c>

00:55:24.420 --> 00:55:24.430 align:start position:0%
in the front
 

00:55:24.430 --> 00:55:27.000 align:start position:0%
in the front
Matis<00:55:24.850><c> access</c><00:55:25.360><c> station</c><00:55:25.720><c> so</c><00:55:26.020><c> people</c><00:55:26.830><c> will</c>

00:55:27.000 --> 00:55:27.010 align:start position:0%
Matis access station so people will
 

00:55:27.010 --> 00:55:29.610 align:start position:0%
Matis access station so people will
attest<00:55:27.660><c> like</c><00:55:28.660><c> I</c><00:55:28.810><c> will</c><00:55:28.990><c> plant</c><00:55:29.200><c> that</c><00:55:29.380><c> I</c><00:55:29.410><c> have</c><00:55:29.590><c> a</c>

00:55:29.610 --> 00:55:29.620 align:start position:0%
attest like I will plant that I have a
 

00:55:29.620 --> 00:55:32.730 align:start position:0%
attest like I will plant that I have a
certain<00:55:29.830><c> property</c><00:55:30.220><c> and</c><00:55:31.260><c> other</c><00:55:32.260><c> people</c><00:55:32.620><c> will</c>

00:55:32.730 --> 00:55:32.740 align:start position:0%
certain property and other people will
 

00:55:32.740 --> 00:55:36.270 align:start position:0%
certain property and other people will
attest<00:55:33.100><c> that</c><00:55:34.060><c> I</c><00:55:34.330><c> have</c><00:55:34.510><c> that</c><00:55:34.660><c> problem</c><00:55:35.160><c> but</c><00:55:36.160><c> the</c>

00:55:36.270 --> 00:55:36.280 align:start position:0%
attest that I have that problem but the
 

00:55:36.280 --> 00:55:39.720 align:start position:0%
attest that I have that problem but the
problem<00:55:36.430><c> with</c><00:55:37.330><c> that</c><00:55:37.360><c> is</c><00:55:37.750><c> well</c><00:55:38.260><c> I</c><00:55:38.590><c> mean</c><00:55:39.040><c> who</c>

00:55:39.720 --> 00:55:39.730 align:start position:0%
problem with that is well I mean who
 

00:55:39.730 --> 00:55:42.210 align:start position:0%
problem with that is well I mean who
knows<00:55:39.970><c> these</c><00:55:40.690><c> other</c><00:55:40.810><c> people</c><00:55:41.200><c> who</c><00:55:41.380><c> are</c><00:55:41.860><c> or</c>

00:55:42.210 --> 00:55:42.220 align:start position:0%
knows these other people who are or
 

00:55:42.220 --> 00:55:43.890 align:start position:0%
knows these other people who are or
attesting<00:55:42.820><c> that</c><00:55:43.000><c> I</c><00:55:43.030><c> have</c><00:55:43.210><c> this</c><00:55:43.360><c> property</c><00:55:43.720><c> and</c>

00:55:43.890 --> 00:55:43.900 align:start position:0%
attesting that I have this property and
 

00:55:43.900 --> 00:55:45.420 align:start position:0%
attesting that I have this property and
in<00:55:43.960><c> fact</c><00:55:44.110><c> I</c><00:55:44.260><c> can</c><00:55:44.440><c> make</c><00:55:44.560><c> five</c><00:55:44.740><c> hundred</c><00:55:44.770><c> civils</c>

00:55:45.420 --> 00:55:45.430 align:start position:0%
in fact I can make five hundred civils
 

00:55:45.430 --> 00:55:48.710 align:start position:0%
in fact I can make five hundred civils
but<00:55:45.910><c> all</c><00:55:46.030><c> the</c><00:55:46.150><c> tests</c><00:55:46.510><c> that</c><00:55:46.620><c> my</c><00:55:47.620><c> name</c><00:55:47.800><c> is</c><00:55:47.920><c> John</c>

00:55:48.710 --> 00:55:48.720 align:start position:0%
but all the tests that my name is John
 

00:55:48.720 --> 00:55:50.910 align:start position:0%
but all the tests that my name is John
wait<00:55:49.720><c> a</c><00:55:49.870><c> second</c>

00:55:50.910 --> 00:55:50.920 align:start position:0%
wait a second
 

00:55:50.920 --> 00:55:54.540 align:start position:0%
wait a second
and<00:55:51.310><c> so</c><00:55:52.150><c> though</c><00:55:52.810><c> but</c><00:55:53.290><c> if</c><00:55:53.440><c> we</c><00:55:53.650><c> wait</c>

00:55:54.540 --> 00:55:54.550 align:start position:0%
and so though but if we wait
 

00:55:54.550 --> 00:55:59.820 align:start position:0%
and so though but if we wait
attestations<00:55:55.300><c> by</c><00:55:56.640><c> a</c><00:55:57.640><c> trust</c><00:55:58.330><c> score</c><00:55:58.690><c> then</c><00:55:59.560><c> all</c>

00:55:59.820 --> 00:55:59.830 align:start position:0%
attestations by a trust score then all
 

00:55:59.830 --> 00:56:02.370 align:start position:0%
attestations by a trust score then all
of<00:55:59.860><c> a</c><00:56:00.040><c> sudden</c><00:56:00.070><c> we</c><00:56:00.580><c> have</c><00:56:00.850><c> a</c><00:56:01.300><c> test</c><00:56:01.840><c> issues</c><00:56:02.140><c> that</c>

00:56:02.370 --> 00:56:02.380 align:start position:0%
of a sudden we have a test issues that
 

00:56:02.380 --> 00:56:04.650 align:start position:0%
of a sudden we have a test issues that
are<00:56:02.500><c> much</c><00:56:02.650><c> more</c><00:56:02.830><c> justifiable</c><00:56:03.540><c> similarly</c><00:56:04.540><c> if</c>

00:56:04.650 --> 00:56:04.660 align:start position:0%
are much more justifiable similarly if
 

00:56:04.660 --> 00:56:06.390 align:start position:0%
are much more justifiable similarly if
you<00:56:04.780><c> imagine</c><00:56:05.020><c> kind</c><00:56:05.350><c> of</c><00:56:05.500><c> a</c><00:56:05.620><c> decentralized</c>

00:56:06.390 --> 00:56:06.400 align:start position:0%
you imagine kind of a decentralized
 

00:56:06.400 --> 00:56:08.850 align:start position:0%
you imagine kind of a decentralized
finance<00:56:06.820><c> application</c><00:56:07.450><c> you</c><00:56:08.380><c> can</c><00:56:08.560><c> take</c><00:56:08.740><c> the</c>

00:56:08.850 --> 00:56:08.860 align:start position:0%
finance application you can take the
 

00:56:08.860 --> 00:56:11.670 align:start position:0%
finance application you can take the
graph<00:56:09.100><c> of</c><00:56:09.370><c> loan</c><00:56:09.970><c> repayments</c><00:56:10.390><c> and</c><00:56:10.900><c> then</c>

00:56:11.670 --> 00:56:11.680 align:start position:0%
graph of loan repayments and then
 

00:56:11.680 --> 00:56:14.530 align:start position:0%
graph of loan repayments and then
compute<00:56:12.130><c> a</c><00:56:12.190><c> credit</c><00:56:12.490><c> score</c><00:56:12.610><c> in</c><00:56:13.330><c> a</c><00:56:13.480><c> similar</c><00:56:13.870><c> way</c>

00:56:14.530 --> 00:56:14.540 align:start position:0%
compute a credit score in a similar way
 

00:56:14.540 --> 00:56:19.060 align:start position:0%
compute a credit score in a similar way
in<00:56:14.780><c> a</c><00:56:14.840><c> decentralized</c><00:56:15.350><c> way</c><00:56:17.440><c> another</c><00:56:18.440><c> another</c>

00:56:19.060 --> 00:56:19.070 align:start position:0%
in a decentralized way another another
 

00:56:19.070 --> 00:56:20.850 align:start position:0%
in a decentralized way another another
application<00:56:19.460><c> that</c><00:56:19.760><c> I</c><00:56:19.790><c> really</c><00:56:20.090><c> like</c><00:56:20.270><c> is</c>

00:56:20.850 --> 00:56:20.860 align:start position:0%
application that I really like is
 

00:56:20.860 --> 00:56:22.960 align:start position:0%
application that I really like is
actually<00:56:21.860><c> I</c><00:56:22.070><c> have</c><00:56:22.190><c> two</c><00:56:22.370><c> minutes</c><00:56:22.550><c> left</c><00:56:22.670><c> and</c><00:56:22.910><c> I</c>

00:56:22.960 --> 00:56:22.970 align:start position:0%
actually I have two minutes left and I
 

00:56:22.970 --> 00:56:25.240 align:start position:0%
actually I have two minutes left and I
wanna<00:56:23.210><c> I</c><00:56:23.510><c> want</c><00:56:24.080><c> to</c><00:56:24.140><c> move</c><00:56:24.260><c> on</c><00:56:24.350><c> to</c><00:56:24.500><c> questions</c><00:56:24.620><c> so</c>

00:56:25.240 --> 00:56:25.250 align:start position:0%
wanna I want to move on to questions so
 

00:56:25.250 --> 00:56:28.930 align:start position:0%
wanna I want to move on to questions so
let<00:56:25.730><c> me</c><00:56:25.820><c> just</c><00:56:26.350><c> so</c><00:56:27.350><c> so</c><00:56:27.890><c> to</c><00:56:28.250><c> me</c><00:56:28.400><c> this</c><00:56:28.550><c> is</c><00:56:28.610><c> a</c><00:56:28.730><c> very</c>

00:56:28.930 --> 00:56:28.940 align:start position:0%
let me just so so to me this is a very
 

00:56:28.940 --> 00:56:30.910 align:start position:0%
let me just so so to me this is a very
exciting<00:56:29.330><c> time</c><00:56:29.660><c> before</c><00:56:30.050><c> trust</c><00:56:30.350><c> computation</c>

00:56:30.910 --> 00:56:30.920 align:start position:0%
exciting time before trust computation
 

00:56:30.920 --> 00:56:32.680 align:start position:0%
exciting time before trust computation
their<00:56:31.070><c> point</c><00:56:31.280><c> of</c><00:56:31.310><c> view</c><00:56:31.460><c> networks</c><00:56:31.910><c> and</c><00:56:32.420><c> I</c><00:56:32.480><c> think</c>

00:56:32.680 --> 00:56:32.690 align:start position:0%
their point of view networks and I think
 

00:56:32.690 --> 00:56:33.520 align:start position:0%
their point of view networks and I think
there's<00:56:32.840><c> a</c><00:56:32.930><c> lot</c><00:56:33.110><c> of</c><00:56:33.140><c> really</c><00:56:33.410><c> interesting</c>

00:56:33.520 --> 00:56:33.530 align:start position:0%
there's a lot of really interesting
 

00:56:33.530 --> 00:56:35.530 align:start position:0%
there's a lot of really interesting
research<00:56:34.160><c> opportunities</c><00:56:34.880><c> and</c><00:56:35.120><c> this</c><00:56:35.240><c> is</c><00:56:35.390><c> one</c>

00:56:35.530 --> 00:56:35.540 align:start position:0%
research opportunities and this is one
 

00:56:35.540 --> 00:56:36.610 align:start position:0%
research opportunities and this is one
of<00:56:35.660><c> the</c><00:56:35.780><c> things</c><00:56:35.960><c> that</c><00:56:36.110><c> I'm</c><00:56:36.200><c> excited</c><00:56:36.320><c> about</c>

00:56:36.610 --> 00:56:36.620 align:start position:0%
of the things that I'm excited about
 

00:56:36.620 --> 00:56:39.730 align:start position:0%
of the things that I'm excited about
area<00:56:37.010><c> of</c><00:56:37.100><c> the</c><00:56:37.160><c> community</c><00:56:37.640><c> I</c><00:56:37.850><c> think</c><00:56:38.470><c> is</c><00:56:39.470><c> really</c>

00:56:39.730 --> 00:56:39.740 align:start position:0%
area of the community I think is really
 

00:56:39.740 --> 00:56:42.660 align:start position:0%
area of the community I think is really
interesting<00:56:39.890><c> in</c><00:56:40.640><c> the</c><00:56:40.940><c> current</c><00:56:41.270><c> context</c><00:56:41.780><c> to</c>

00:56:42.660 --> 00:56:42.670 align:start position:0%
interesting in the current context to
 

00:56:42.670 --> 00:56:45.850 align:start position:0%
interesting in the current context to
compute<00:56:43.670><c> these</c><00:56:44.120><c> trust</c><00:56:44.450><c> computations</c><00:56:45.080><c> without</c>

00:56:45.850 --> 00:56:45.860 align:start position:0%
compute these trust computations without
 

00:56:45.860 --> 00:56:48.970 align:start position:0%
compute these trust computations without
anybody<00:56:46.400><c> knowing</c><00:56:46.700><c> your</c><00:56:47.600><c> opinion</c><00:56:48.020><c> of</c><00:56:48.140><c> them</c><00:56:48.290><c> and</c>

00:56:48.970 --> 00:56:48.980 align:start position:0%
anybody knowing your opinion of them and
 

00:56:48.980 --> 00:56:52.540 align:start position:0%
anybody knowing your opinion of them and
so<00:56:49.160><c> that's</c><00:56:49.310><c> one</c><00:56:50.740><c> one</c><00:56:51.740><c> interesting</c><00:56:52.220><c> area</c><00:56:52.490><c> of</c>

00:56:52.540 --> 00:56:52.550 align:start position:0%
so that's one one interesting area of
 

00:56:52.550 --> 00:56:57.010 align:start position:0%
so that's one one interesting area of
research<00:56:52.850><c> a</c><00:56:53.300><c> second</c><00:56:54.080><c> is</c><00:56:55.570><c> we</c><00:56:56.570><c> can</c><00:56:56.750><c> imagine</c>

00:56:57.010 --> 00:56:57.020 align:start position:0%
research a second is we can imagine
 

00:56:57.020 --> 00:56:59.440 align:start position:0%
research a second is we can imagine
tweaking<00:56:57.860><c> the</c><00:56:58.160><c> trust</c><00:56:58.430><c> computations</c><00:56:59.090><c> so</c><00:56:59.270><c> that</c>

00:56:59.440 --> 00:56:59.450 align:start position:0%
tweaking the trust computations so that
 

00:56:59.450 --> 00:57:01.900 align:start position:0%
tweaking the trust computations so that
different<00:56:59.840><c> people's</c><00:57:00.170><c> preferences</c><00:57:00.910><c> actually</c>

00:57:01.900 --> 00:57:01.910 align:start position:0%
different people's preferences actually
 

00:57:01.910 --> 00:57:04.990 align:start position:0%
different people's preferences actually
make<00:57:02.810><c> for</c><00:57:03.080><c> different</c><00:57:03.590><c> levels</c><00:57:03.770><c> of</c><00:57:04.070><c> trust</c><00:57:04.370><c> so</c><00:57:04.850><c> we</c>

00:57:04.990 --> 00:57:05.000 align:start position:0%
make for different levels of trust so we
 

00:57:05.000 --> 00:57:06.790 align:start position:0%
make for different levels of trust so we
actually<00:57:05.180><c> go</c><00:57:05.450><c> back</c><00:57:05.690><c> to</c><00:57:05.720><c> rather</c><00:57:06.110><c> than</c><00:57:06.320><c> a</c><00:57:06.350><c> single</c>

00:57:06.790 --> 00:57:06.800 align:start position:0%
actually go back to rather than a single
 

00:57:06.800 --> 00:57:10.570 align:start position:0%
actually go back to rather than a single
trust<00:57:07.040><c> vector</c><00:57:07.370><c> multiple</c><00:57:08.240><c> transfers</c><00:57:09.430><c> and</c><00:57:10.430><c> then</c>

00:57:10.570 --> 00:57:10.580 align:start position:0%
trust vector multiple transfers and then
 

00:57:10.580 --> 00:57:12.670 align:start position:0%
trust vector multiple transfers and then
finally<00:57:10.970><c> we</c><00:57:11.660><c> can</c><00:57:11.780><c> look</c><00:57:11.960><c> at</c><00:57:12.080><c> dyadic</c><00:57:12.380><c> graph</c>

00:57:12.670 --> 00:57:12.680 align:start position:0%
finally we can look at dyadic graph
 

00:57:12.680 --> 00:57:14.020 align:start position:0%
finally we can look at dyadic graph
structures<00:57:13.130><c> for</c><00:57:13.340><c> example</c><00:57:13.370><c> if</c><00:57:13.790><c> you</c><00:57:13.880><c> have</c>

00:57:14.020 --> 00:57:14.030 align:start position:0%
structures for example if you have
 

00:57:14.030 --> 00:57:15.970 align:start position:0%
structures for example if you have
buyers<00:57:14.330><c> and</c><00:57:14.690><c> sellers</c><00:57:15.080><c> or</c><00:57:15.260><c> two</c><00:57:15.410><c> different</c><00:57:15.770><c> kind</c>

00:57:15.970 --> 00:57:15.980 align:start position:0%
buyers and sellers or two different kind
 

00:57:15.980 --> 00:57:17.200 align:start position:0%
buyers and sellers or two different kind
of<00:57:16.070><c> people</c><00:57:16.370><c> who</c><00:57:16.460><c> interact</c><00:57:16.730><c> with</c><00:57:16.970><c> one</c><00:57:17.180><c> another</c>

00:57:17.200 --> 00:57:17.210 align:start position:0%
of people who interact with one another
 

00:57:17.210 --> 00:57:21.040 align:start position:0%
of people who interact with one another
but<00:57:18.020><c> not</c><00:57:18.200><c> with</c><00:57:18.500><c> with</c><00:57:18.830><c> one</c><00:57:19.070><c> another</c><00:57:19.390><c> and</c><00:57:20.390><c> those</c>

00:57:21.040 --> 00:57:21.050 align:start position:0%
but not with with one another and those
 

00:57:21.050 --> 00:57:22.750 align:start position:0%
but not with with one another and those
will<00:57:21.290><c> lead</c><00:57:21.470><c> to</c><00:57:21.620><c> trust</c><00:57:21.860><c> computations</c><00:57:22.520><c> that</c><00:57:22.610><c> are</c>

00:57:22.750 --> 00:57:22.760 align:start position:0%
will lead to trust computations that are
 

00:57:22.760 --> 00:57:25.090 align:start position:0%
will lead to trust computations that are
more<00:57:23.030><c> around</c><00:57:23.330><c> the</c><00:57:23.570><c> see</c><00:57:23.840><c> evaluative</c><00:57:24.470><c> singular</c>

00:57:25.090 --> 00:57:25.100 align:start position:0%
more around the see evaluative singular
 

00:57:25.100 --> 00:57:27.220 align:start position:0%
more around the see evaluative singular
value<00:57:25.370><c> decomposition</c><00:57:25.400><c> rather</c><00:57:26.360><c> than</c><00:57:27.110><c> the</c>

00:57:27.220 --> 00:57:27.230 align:start position:0%
value decomposition rather than the
 

00:57:27.230 --> 00:57:30.190 align:start position:0%
value decomposition rather than the
eigenvector<00:57:27.770><c> calculation</c><00:57:28.750><c> so</c><00:57:29.750><c> that's</c><00:57:29.930><c> all</c>

00:57:30.190 --> 00:57:30.200 align:start position:0%
eigenvector calculation so that's all
 

00:57:30.200 --> 00:57:39.310 align:start position:0%
eigenvector calculation so that's all
thank<00:57:30.620><c> you</c><00:57:30.740><c> all</c><00:57:30.950><c> very</c><00:57:30.980><c> much</c>

00:57:39.310 --> 00:57:39.320 align:start position:0%
 
 

00:57:39.320 --> 00:57:50.120 align:start position:0%
 
questions<00:57:40.320><c> people</c><00:57:41.310><c> question</c><00:57:44.960><c> yes</c><00:57:48.950><c> yeah</c><00:57:49.950><c> I</c>

00:57:50.120 --> 00:57:50.130 align:start position:0%
questions people question yes yeah I
 

00:57:50.130 --> 00:57:55.579 align:start position:0%
questions people question yes yeah I
mean<00:57:50.310><c> so</c><00:57:50.790><c> so</c><00:57:51.380><c> absolutely</c><00:57:52.820><c> I</c><00:57:54.109><c> mean</c><00:57:55.109><c> the</c><00:57:55.320><c> way</c>

00:57:55.579 --> 00:57:55.589 align:start position:0%
mean so so absolutely I mean the way
 

00:57:55.589 --> 00:57:59.270 align:start position:0%
mean so so absolutely I mean the way
that<00:57:55.619><c> I</c><00:57:55.800><c> see</c><00:57:56.010><c> PageRank</c><00:57:57.000><c> is</c><00:57:57.329><c> as</c><00:57:57.690><c> an</c><00:57:58.290><c> example</c><00:57:59.160><c> of</c>

00:57:59.270 --> 00:57:59.280 align:start position:0%
that I see PageRank is as an example of
 

00:57:59.280 --> 00:58:00.859 align:start position:0%
that I see PageRank is as an example of
trust<00:57:59.490><c> computations</c><00:58:00.089><c> and</c><00:58:00.329><c> so</c><00:58:00.540><c> yes</c><00:58:00.720><c> absolutely</c>

00:58:00.859 --> 00:58:00.869 align:start position:0%
trust computations and so yes absolutely
 

00:58:00.869 --> 00:58:02.870 align:start position:0%
trust computations and so yes absolutely
I<00:58:01.290><c> think</c><00:58:01.500><c> it'll</c><00:58:01.770><c> be</c><00:58:01.890><c> really</c><00:58:01.920><c> valuable</c><00:58:02.369><c> in</c><00:58:02.790><c> the</c>

00:58:02.870 --> 00:58:02.880 align:start position:0%
I think it'll be really valuable in the
 

00:58:02.880 --> 00:58:13.069 align:start position:0%
I think it'll be really valuable in the
context<00:58:03.660><c> of</c><00:58:03.750><c> history</c><00:58:09.230><c> I'm</c><00:58:10.230><c> sorry</c><00:58:11.030><c> yeah</c><00:58:12.030><c> yeah</c>

00:58:13.069 --> 00:58:13.079 align:start position:0%
context of history I'm sorry yeah yeah
 

00:58:13.079 --> 00:58:15.440 align:start position:0%
context of history I'm sorry yeah yeah
so<00:58:13.470><c> basically</c><00:58:13.890><c> kind</c><00:58:14.190><c> of</c><00:58:14.310><c> if</c><00:58:14.880><c> the</c><00:58:15.089><c> message</c>

00:58:15.440 --> 00:58:15.450 align:start position:0%
so basically kind of if the message
 

00:58:15.450 --> 00:58:20.560 align:start position:0%
so basically kind of if the message
complexity<00:58:15.960><c> is</c><00:58:17.210><c> the</c><00:58:18.210><c> is</c><00:58:18.720><c> linear</c><00:58:19.470><c> to</c><00:58:19.890><c> the</c><00:58:19.920><c> norm</c>

00:58:20.560 --> 00:58:20.570 align:start position:0%
complexity is the is linear to the norm
 

00:58:20.570 --> 00:58:23.540 align:start position:0%
complexity is the is linear to the norm
nodes<00:58:21.570><c> of</c><00:58:21.780><c> the</c><00:58:21.869><c> network</c><00:58:21.900><c> and</c><00:58:22.829><c> the</c><00:58:22.890><c> reason</c><00:58:23.339><c> why</c>

00:58:23.540 --> 00:58:23.550 align:start position:0%
nodes of the network and the reason why
 

00:58:23.550 --> 00:58:28.579 align:start position:0%
nodes of the network and the reason why
is<00:58:23.940><c> because</c><00:58:24.859><c> each</c><00:58:25.859><c> peer</c><00:58:26.339><c> only</c><00:58:26.849><c> has</c><00:58:27.089><c> a</c><00:58:27.599><c> certain</c>

00:58:28.579 --> 00:58:28.589 align:start position:0%
is because each peer only has a certain
 

00:58:28.589 --> 00:58:30.290 align:start position:0%
is because each peer only has a certain
number<00:58:28.710><c> appears</c><00:58:29.190><c> that</c><00:58:29.400><c> they</c><00:58:29.550><c> interact</c><00:58:29.910><c> like</c>

00:58:30.290 --> 00:58:30.300 align:start position:0%
number appears that they interact like
 

00:58:30.300 --> 00:58:32.420 align:start position:0%
number appears that they interact like
say<00:58:30.510><c> ten</c><00:58:31.320><c> or</c><00:58:31.349><c> something</c><00:58:31.740><c> like</c><00:58:31.829><c> that</c>

00:58:32.420 --> 00:58:32.430 align:start position:0%
say ten or something like that
 

00:58:32.430 --> 00:58:36.800 align:start position:0%
say ten or something like that
rather<00:58:32.940><c> than</c><00:58:33.270><c> every</c><00:58:34.109><c> peer</c><00:58:35.599><c> every</c><00:58:36.599><c> peer</c>

00:58:36.800 --> 00:58:36.810 align:start position:0%
rather than every peer every peer
 

00:58:36.810 --> 00:58:38.569 align:start position:0%
rather than every peer every peer
interacting<00:58:37.320><c> with</c><00:58:37.440><c> every</c><00:58:37.710><c> other</c><00:58:38.099><c> peer</c><00:58:38.430><c> in</c>

00:58:38.569 --> 00:58:38.579 align:start position:0%
interacting with every other peer in
 

00:58:38.579 --> 00:58:43.200 align:start position:0%
interacting with every other peer in
that<00:58:38.730><c> case</c><00:58:38.910><c> it</c><00:58:39.089><c> would</c><00:58:39.180><c> be</c><00:58:39.210><c> nice</c><00:58:39.599><c> right</c>

00:58:43.200 --> 00:58:43.210 align:start position:0%
 
 

00:58:43.210 --> 00:58:45.090 align:start position:0%
 
that's<00:58:43.810><c> right</c><00:58:43.930><c> exactly</c><00:58:44.110><c> yeah</c><00:58:44.800><c> and</c><00:58:44.920><c> that</c>

00:58:45.090 --> 00:58:45.100 align:start position:0%
that's right exactly yeah and that
 

00:58:45.100 --> 00:58:49.080 align:start position:0%
that's right exactly yeah and that
testing<00:58:45.550><c> yes</c><00:58:46.120><c> it</c><00:58:46.510><c> is</c><00:58:46.750><c> a</c><00:58:46.780><c> paltry</c><00:58:47.410><c> make</c><00:58:47.950><c> of</c><00:58:48.190><c> you</c>

00:58:49.080 --> 00:58:49.090 align:start position:0%
testing yes it is a paltry make of you
 

00:58:49.090 --> 00:58:51.120 align:start position:0%
testing yes it is a paltry make of you
generally<00:58:49.600><c> I'm</c><00:58:50.320><c> somebody's</c><00:58:50.650><c> a</c><00:58:50.710><c> good</c><00:58:50.830><c> Pilate</c>

00:58:51.120 --> 00:58:51.130 align:start position:0%
generally I'm somebody's a good Pilate
 

00:58:51.130 --> 00:58:53.580 align:start position:0%
generally I'm somebody's a good Pilate
algorri<00:58:51.670><c> is</c><00:58:52.450><c> it</c><00:58:52.570><c> a</c><00:58:52.630><c> flighting</c><00:58:52.930><c> algorithm</c><00:58:53.320><c> yeah</c>

00:58:53.580 --> 00:58:53.590 align:start position:0%
algorri is it a flighting algorithm yeah
 

00:58:53.590 --> 00:58:56.910 align:start position:0%
algorri is it a flighting algorithm yeah
where<00:58:54.070><c> Palomas</c><00:58:54.910><c> is</c><00:58:55.150><c> our</c><00:58:55.300><c> printable</c><00:58:55.870><c> no</c><00:58:56.620><c> no</c><00:58:56.800><c> are</c>

00:58:56.910 --> 00:58:56.920 align:start position:0%
where Palomas is our printable no no are
 

00:58:56.920 --> 00:58:58.650 align:start position:0%
where Palomas is our printable no no are
you<00:58:57.070><c> you</c><00:58:57.340><c> can</c><00:58:57.520><c> actually</c><00:58:57.820><c> send</c><00:58:58.090><c> the</c><00:58:58.240><c> note</c><00:58:58.420><c> as</c>

00:58:58.650 --> 00:58:58.660 align:start position:0%
you you can actually send the note as
 

00:58:58.660 --> 00:59:00.690 align:start position:0%
you you can actually send the note as
you<00:58:58.690><c> can</c><00:58:58.960><c> send</c><00:58:59.140><c> the</c><00:58:59.230><c> message</c><00:58:59.320><c> only</c><00:58:59.680><c> to</c><00:59:00.100><c> the</c>

00:59:00.690 --> 00:59:00.700 align:start position:0%
you can send the message only to the
 

00:59:00.700 --> 00:59:02.100 align:start position:0%
you can send the message only to the
person<00:59:00.850><c> who</c><00:59:01.120><c> needs</c><00:59:01.270><c> to</c><00:59:01.450><c> get</c><00:59:01.570><c> the</c><00:59:01.690><c> message</c><00:59:01.990><c> and</c>

00:59:02.100 --> 00:59:02.110 align:start position:0%
person who needs to get the message and
 

00:59:02.110 --> 00:59:12.420 align:start position:0%
person who needs to get the message and
you<00:59:02.170><c> know</c><00:59:02.320><c> who</c><00:59:02.470><c> that</c><00:59:02.500><c> is</c><00:59:02.650><c> because</c><00:59:03.130><c> the</c>

00:59:12.420 --> 00:59:12.430 align:start position:0%
 
 

00:59:12.430 --> 00:59:14.789 align:start position:0%
 
I<00:59:12.460><c> mean</c><00:59:13.150><c> you</c><00:59:13.299><c> can</c><00:59:13.480><c> run</c><00:59:13.750><c> I</c><00:59:14.140><c> can</c><00:59:14.200><c> trust</c><00:59:14.559><c> in</c><00:59:14.710><c> the</c>

00:59:14.789 --> 00:59:14.799 align:start position:0%
I mean you can run I can trust in the
 

00:59:14.799 --> 00:59:16.799 align:start position:0%
I mean you can run I can trust in the
same<00:59:14.950><c> way</c><00:59:15.069><c> you</c><00:59:15.130><c> front</c><00:59:15.520><c> page</c><00:59:15.670><c> rank</c><00:59:15.940><c> with</c><00:59:16.390><c> just</c><00:59:16.690><c> a</c>

00:59:16.799 --> 00:59:16.809 align:start position:0%
same way you front page rank with just a
 

00:59:16.809 --> 00:59:19.500 align:start position:0%
same way you front page rank with just a
few<00:59:17.200><c> notes</c><00:59:17.440><c> I</c><00:59:17.890><c> think</c><00:59:18.160><c> the</c><00:59:18.520><c> important</c><00:59:19.000><c> thing</c><00:59:19.240><c> is</c>

00:59:19.500 --> 00:59:19.510 align:start position:0%
few notes I think the important thing is
 

00:59:19.510 --> 00:59:23.640 align:start position:0%
few notes I think the important thing is
you<00:59:20.470><c> want</c><00:59:21.190><c> to</c><00:59:21.250><c> make</c><00:59:21.400><c> sure</c><00:59:21.460><c> that</c><00:59:22.059><c> there</c><00:59:22.480><c> is</c><00:59:22.900><c> the</c>

00:59:23.640 --> 00:59:23.650 align:start position:0%
you want to make sure that there is the
 

00:59:23.650 --> 00:59:26.670 align:start position:0%
you want to make sure that there is the
number<00:59:24.069><c> of</c><00:59:24.309><c> adversarial</c><00:59:25.180><c> node</c><00:59:25.480><c> so</c><00:59:26.170><c> it's</c><00:59:26.529><c> not</c>

00:59:26.670 --> 00:59:26.680 align:start position:0%
number of adversarial node so it's not
 

00:59:26.680 --> 00:59:30.120 align:start position:0%
number of adversarial node so it's not
the<00:59:26.829><c> majority</c><00:59:27.960><c> are</c><00:59:28.960><c> you</c><00:59:29.140><c> trust</c><00:59:29.500><c> how</c><00:59:29.950><c> do</c><00:59:30.010><c> you</c>

00:59:30.120 --> 00:59:30.130 align:start position:0%
the majority are you trust how do you
 

00:59:30.130 --> 00:59:31.579 align:start position:0%
the majority are you trust how do you
trust<00:59:30.309><c> the</c>

00:59:31.579 --> 00:59:31.589 align:start position:0%
trust the
 

00:59:31.589 --> 00:59:33.799 align:start position:0%
trust the
plus<00:59:32.160><c> support</c><00:59:32.309><c> line</c><00:59:32.640><c> you're</c><00:59:32.880><c> appearing</c><00:59:33.209><c> near</c>

00:59:33.799 --> 00:59:33.809 align:start position:0%
plus support line you're appearing near
 

00:59:33.809 --> 00:59:34.670 align:start position:0%
plus support line you're appearing near
neighbors<00:59:34.109><c> good</c><00:59:34.289><c> news</c>

00:59:34.670 --> 00:59:34.680 align:start position:0%
neighbors good news
 

00:59:34.680 --> 00:59:36.650 align:start position:0%
neighbors good news
yeah<00:59:34.859><c> that's</c><00:59:35.519><c> great</c><00:59:35.699><c> that's</c><00:59:36.059><c> a</c><00:59:36.209><c> new</c><00:59:36.329><c> camera</c><00:59:36.630><c> I</c>

00:59:36.650 --> 00:59:36.660 align:start position:0%
yeah that's great that's a new camera I
 

00:59:36.660 --> 00:59:37.849 align:start position:0%
yeah that's great that's a new camera I
didn't<00:59:36.900><c> have</c><00:59:36.989><c> time</c><00:59:37.109><c> to</c><00:59:37.259><c> talk</c><00:59:37.380><c> about</c><00:59:37.529><c> it</c><00:59:37.739><c> today</c>

00:59:37.849 --> 00:59:37.859 align:start position:0%
didn't have time to talk about it today
 

00:59:37.859 --> 00:59:41.569 align:start position:0%
didn't have time to talk about it today
you<00:59:38.640><c> you</c><00:59:39.449><c> don't</c><00:59:39.719><c> in</c><00:59:39.930><c> this</c><00:59:40.170><c> so</c><00:59:40.709><c> what</c><00:59:40.979><c> what</c><00:59:41.430><c> we</c>

00:59:41.569 --> 00:59:41.579 align:start position:0%
you you don't in this so what what we
 

00:59:41.579 --> 00:59:43.759 align:start position:0%
you you don't in this so what what we
did<00:59:41.759><c> we</c><00:59:41.969><c> can</c><00:59:42.089><c> is</c><00:59:42.209><c> distributed</c><00:59:42.719><c> hash</c><00:59:42.839><c> tables</c><00:59:43.289><c> to</c>

00:59:43.759 --> 00:59:43.769 align:start position:0%
did we can is distributed hash tables to
 

00:59:43.769 --> 00:59:46.039 align:start position:0%
did we can is distributed hash tables to
have<00:59:43.979><c> a</c><00:59:44.009><c> score</c><00:59:44.400><c> manager</c><00:59:44.849><c> and</c><00:59:45.630><c> that</c><00:59:45.779><c> store</c>

00:59:46.039 --> 00:59:46.049 align:start position:0%
have a score manager and that store
 

00:59:46.049 --> 00:59:48.410 align:start position:0%
have a score manager and that store
manager<00:59:46.529><c> ISM</c><00:59:46.829><c> and</c><00:59:47.039><c> actually</c><00:59:47.849><c> it's</c><00:59:47.969><c> three</c>

00:59:48.410 --> 00:59:48.420 align:start position:0%
manager ISM and actually it's three
 

00:59:48.420 --> 00:59:51.979 align:start position:0%
manager ISM and actually it's three
score<00:59:48.779><c> managers</c><00:59:49.199><c> in</c><00:59:49.380><c> a</c><00:59:49.439><c> boat</c><00:59:49.789><c> and</c><00:59:50.789><c> that</c><00:59:51.150><c> that</c>

00:59:51.979 --> 00:59:51.989 align:start position:0%
score managers in a boat and that that
 

00:59:51.989 --> 00:59:58.390 align:start position:0%
score managers in a boat and that that
make<00:59:52.829><c> sure</c><00:59:53.039><c> that</c><00:59:53.219><c> those</c><00:59:53.699><c> are</c><00:59:53.939><c> trustworthy</c>

00:59:58.390 --> 00:59:58.400 align:start position:0%
 
 

00:59:58.400 --> 01:00:04.009 align:start position:0%
 
yeah<00:59:59.400><c> yeah</c><01:00:01.939><c> so</c><01:00:02.939><c> basically</c><01:00:03.359><c> and</c><01:00:03.749><c> this</c><01:00:03.900><c> is</c>

01:00:04.009 --> 01:00:04.019 align:start position:0%
yeah yeah so basically and this is
 

01:00:04.019 --> 01:00:05.390 align:start position:0%
yeah yeah so basically and this is
something<01:00:04.199><c> that</c><01:00:04.319><c> I</c><01:00:04.469><c> also</c><01:00:04.589><c> did</c><01:00:04.799><c> gets</c><01:00:05.069><c> you</c><01:00:05.189><c> into</c>

01:00:05.390 --> 01:00:05.400 align:start position:0%
something that I also did gets you into
 

01:00:05.400 --> 01:00:11.569 align:start position:0%
something that I also did gets you into
this<01:00:05.459><c> mock</c><01:00:09.380><c> what</c><01:00:10.380><c> we</c><01:00:10.499><c> have</c><01:00:10.739><c> to</c><01:00:10.920><c> do</c><01:00:11.099><c> is</c><01:00:11.219><c> we</c><01:00:11.369><c> have</c>

01:00:11.569 --> 01:00:11.579 align:start position:0%
this mock what we have to do is we have
 

01:00:11.579 --> 01:00:14.120 align:start position:0%
this mock what we have to do is we have
to<01:00:11.609><c> add</c><01:00:11.939><c> a</c><01:00:12.209><c> regularization</c><01:00:12.660><c> parameter</c><01:00:13.229><c> so</c>

01:00:14.120 --> 01:00:14.130 align:start position:0%
to add a regularization parameter so
 

01:00:14.130 --> 01:00:15.650 align:start position:0%
to add a regularization parameter so
right<01:00:14.369><c> now</c><01:00:14.519><c> what</c><01:00:14.759><c> could</c><01:00:14.999><c> happen</c><01:00:15.420><c> is</c><01:00:15.479><c> there</c>

01:00:15.650 --> 01:00:15.660 align:start position:0%
right now what could happen is there
 

01:00:15.660 --> 01:00:18.199 align:start position:0%
right now what could happen is there
could<01:00:15.809><c> be</c><01:00:15.839><c> a</c><01:00:15.959><c> click</c><01:00:16.259><c> and</c><01:00:17.189><c> that</c><01:00:17.249><c> clicked</c><01:00:17.759><c> you</c>

01:00:18.199 --> 01:00:18.209 align:start position:0%
could be a click and that clicked you
 

01:00:18.209 --> 01:00:20.329 align:start position:0%
could be a click and that clicked you
just<01:00:18.420><c> basically</c><01:00:18.539><c> end</c><01:00:18.959><c> up</c><01:00:19.140><c> never</c><01:00:19.829><c> converging</c>

01:00:20.329 --> 01:00:20.339 align:start position:0%
just basically end up never converging
 

01:00:20.339 --> 01:00:21.529 align:start position:0%
just basically end up never converging
because<01:00:20.549><c> you</c><01:00:20.640><c> never</c><01:00:20.729><c> get</c><01:00:20.939><c> out</c><01:00:20.999><c> of</c><01:00:21.119><c> that</c><01:00:21.239><c> click</c>

01:00:21.529 --> 01:00:21.539 align:start position:0%
because you never get out of that click
 

01:00:21.539 --> 01:00:24.890 align:start position:0%
because you never get out of that click
and<01:00:22.079><c> so</c><01:00:22.410><c> basically</c><01:00:22.829><c> what</c><01:00:23.069><c> we</c><01:00:23.219><c> have</c><01:00:23.249><c> is</c><01:00:23.819><c> in</c><01:00:24.420><c> page</c>

01:00:24.890 --> 01:00:24.900 align:start position:0%
and so basically what we have is in page
 

01:00:24.900 --> 01:00:27.880 align:start position:0%
and so basically what we have is in page
rank<01:00:24.930><c> what</c><01:00:25.319><c> they</c><01:00:25.439><c> do</c><01:00:25.499><c> is</c><01:00:25.739><c> they</c><01:00:25.890><c> say</c><01:00:26.099><c> you</c><01:00:27.059><c> know</c>

01:00:27.880 --> 01:00:27.890 align:start position:0%
rank what they do is they say you know
 

01:00:27.890 --> 01:00:30.859 align:start position:0%
rank what they do is they say you know
so<01:00:28.890><c> the</c><01:00:29.519><c> way</c><01:00:29.609><c> that</c><01:00:29.640><c> all</c><01:00:29.910><c> offering</c><01:00:30.509><c> that</c><01:00:30.689><c> is</c>

01:00:30.859 --> 01:00:30.869 align:start position:0%
so the way that all offering that is
 

01:00:30.869 --> 01:00:32.390 align:start position:0%
so the way that all offering that is
there's<01:00:31.439><c> a</c><01:00:31.529><c> probabilistic</c><01:00:32.069><c> interpretation</c>

01:00:32.390 --> 01:00:32.400 align:start position:0%
there's a probabilistic interpretation
 

01:00:32.400 --> 01:00:33.949 align:start position:0%
there's a probabilistic interpretation
of<01:00:33.119><c> this</c><01:00:33.269><c> the</c><01:00:33.449><c> problem</c><01:00:33.660><c> is</c><01:00:33.869><c> the</c>

01:00:33.949 --> 01:00:33.959 align:start position:0%
of this the problem is the
 

01:00:33.959 --> 01:00:36.049 align:start position:0%
of this the problem is the
interpretation<01:00:34.890><c> is</c><01:00:35.099><c> that</c><01:00:35.130><c> you're</c><01:00:35.430><c> jumping</c>

01:00:36.049 --> 01:00:36.059 align:start position:0%
interpretation is that you're jumping
 

01:00:36.059 --> 01:00:39.499 align:start position:0%
interpretation is that you're jumping
around<01:00:36.329><c> from</c><01:00:36.749><c> node</c><01:00:37.140><c> to</c><01:00:37.349><c> node</c><01:00:38.509><c> following</c>

01:00:39.499 --> 01:00:39.509 align:start position:0%
around from node to node following
 

01:00:39.509 --> 01:00:41.779 align:start position:0%
around from node to node following
people's<01:00:40.229><c> local</c><01:00:40.619><c> trust</c><01:00:40.920><c> of</c><01:00:41.099><c> one</c><01:00:41.279><c> another</c><01:00:41.609><c> and</c>

01:00:41.779 --> 01:00:41.789 align:start position:0%
people's local trust of one another and
 

01:00:41.789 --> 01:00:44.839 align:start position:0%
people's local trust of one another and
then<01:00:42.390><c> after</c><01:00:42.959><c> a</c><01:00:42.989><c> long</c><01:00:43.289><c> period</c><01:00:43.799><c> of</c><01:00:43.859><c> time</c><01:00:44.160><c> your</c>

01:00:44.839 --> 01:00:44.849 align:start position:0%
then after a long period of time your
 

01:00:44.849 --> 01:00:47.359 align:start position:0%
then after a long period of time your
likelihood<01:00:45.209><c> of</c><01:00:45.390><c> being</c><01:00:45.689><c> at</c><01:00:46.079><c> a</c><01:00:46.109><c> node</c><01:00:46.469><c> that</c><01:00:46.769><c> is</c>

01:00:47.359 --> 01:00:47.369 align:start position:0%
likelihood of being at a node that is
 

01:00:47.369 --> 01:00:50.479 align:start position:0%
likelihood of being at a node that is
the<01:00:47.519><c> IB</c><01:00:47.670><c> trust</c><01:00:47.999><c> for</c><01:00:48.239><c> that</c><01:00:48.949><c> now</c><01:00:49.949><c> in</c><01:00:50.189><c> order</c><01:00:50.369><c> to</c>

01:00:50.479 --> 01:00:50.489 align:start position:0%
the IB trust for that now in order to
 

01:00:50.489 --> 01:00:52.429 align:start position:0%
the IB trust for that now in order to
make<01:00:50.670><c> that</c><01:00:50.819><c> work</c><01:00:50.880><c> you</c><01:00:51.630><c> can't</c><01:00:51.839><c> get</c><01:00:51.989><c> stuck</c><01:00:52.229><c> in</c><01:00:52.349><c> it</c>

01:00:52.429 --> 01:00:52.439 align:start position:0%
make that work you can't get stuck in it
 

01:00:52.439 --> 01:00:54.140 align:start position:0%
make that work you can't get stuck in it
away<01:00:52.650><c> so</c><01:00:53.249><c> you</c><01:00:53.309><c> have</c><01:00:53.609><c> to</c><01:00:53.729><c> have</c><01:00:53.880><c> some</c>

01:00:54.140 --> 01:00:54.150 align:start position:0%
away so you have to have some
 

01:00:54.150 --> 01:00:56.059 align:start position:0%
away so you have to have some
probability<01:00:54.779><c> of</c><01:00:54.929><c> jumping</c><01:00:55.259><c> to</c><01:00:55.410><c> a</c><01:00:55.439><c> random</c><01:00:55.949><c> note</c>

01:00:56.059 --> 01:00:56.069 align:start position:0%
probability of jumping to a random note
 

01:00:56.069 --> 01:00:58.099 align:start position:0%
probability of jumping to a random note
and<01:00:56.670><c> once</c><01:00:56.969><c> you</c><01:00:57.119><c> have</c><01:00:57.299><c> that</c><01:00:57.539><c> regularization</c>

01:00:58.099 --> 01:00:58.109 align:start position:0%
and once you have that regularization
 

01:00:58.109 --> 01:01:01.939 align:start position:0%
and once you have that regularization
parameter<01:00:58.559><c> as</c><01:00:59.189><c> a</c><01:01:00.650><c> convergence</c><01:01:01.650><c> is</c><01:01:01.739><c> quite</c>

01:01:01.939 --> 01:01:01.949 align:start position:0%
parameter as a convergence is quite
 

01:01:01.949 --> 01:01:02.670 align:start position:0%
parameter as a convergence is quite
quite<01:01:02.189><c> fine</c>

01:01:02.670 --> 01:01:02.680 align:start position:0%
quite fine
 

01:01:02.680 --> 01:01:04.200 align:start position:0%
quite fine
and<01:01:02.770><c> it</c><01:01:02.890><c> depends</c><01:01:03.250><c> on</c><01:01:03.340><c> what</c><01:01:03.550><c> that</c><01:01:03.760><c> probability</c>

01:01:04.200 --> 01:01:04.210 align:start position:0%
and it depends on what that probability
 

01:01:04.210 --> 01:01:09.870 align:start position:0%
and it depends on what that probability
is<01:01:04.480><c> you</c><01:01:05.140><c> can</c><01:01:05.260><c> actually</c><01:01:05.560><c> tweak</c><01:01:05.800><c> the</c><01:01:05.950><c> different</c>

01:01:09.870 --> 01:01:09.880 align:start position:0%
 
 

01:01:09.880 --> 01:01:36.099 align:start position:0%
 
you<01:01:10.880><c> know</c><01:01:33.219><c> next</c><01:01:34.219><c> half</c><01:01:34.579><c> dead</c><01:01:35.059><c> rat</c><01:01:35.329><c> from</c><01:01:35.569><c> Altea</c>

01:01:36.099 --> 01:01:36.109 align:start position:0%
you know next half dead rat from Altea
 

01:01:36.109 --> 01:01:38.380 align:start position:0%
you know next half dead rat from Altea
and<01:01:36.529><c> there's</c><01:01:36.739><c> IP</c><01:01:36.979><c> address</c><01:01:37.489><c> on</c><01:01:37.640><c> the</c><01:01:37.670><c> board</c><01:01:37.999><c> so</c><01:01:38.359><c> I</c>

01:01:38.380 --> 01:01:38.390 align:start position:0%
and there's IP address on the board so I
 

01:01:38.390 --> 01:01:42.670 align:start position:0%
and there's IP address on the board so I
guess<01:01:38.809><c> level</c><01:01:39.529><c> another</c><01:01:39.799><c> yeah</c><01:01:40.599><c> so</c><01:01:41.599><c> here</c><01:01:42.109><c> is</c><01:01:42.380><c> the</c>

01:01:42.670 --> 01:01:42.680 align:start position:0%
guess level another yeah so here is the
 

01:01:42.680 --> 01:01:44.680 align:start position:0%
guess level another yeah so here is the
there's<01:01:43.489><c> a</c><01:01:43.579><c> fee</c><01:01:43.729><c> amount</c><01:01:44.029><c> of</c><01:01:44.180><c> the</c><01:01:44.329><c> five</c>

01:01:44.680 --> 01:01:44.690 align:start position:0%
there's a fee amount of the five
 

01:01:44.690 --> 01:01:47.349 align:start position:0%
there's a fee amount of the five
gigahertz<01:01:44.989><c> in</c><01:01:45.289><c> the</c><01:01:45.380><c> 2.4</c><01:01:45.999><c> and</c><01:01:46.999><c> you're</c><01:01:47.150><c> welcome</c>

01:01:47.349 --> 01:01:47.359 align:start position:0%
gigahertz in the 2.4 and you're welcome
 

01:01:47.359 --> 01:01:49.809 align:start position:0%
gigahertz in the 2.4 and you're welcome
to<01:01:47.569><c> log</c><01:01:48.079><c> in</c><01:01:48.229><c> to</c><01:01:48.259><c> enforce</c><01:01:48.709><c> them</c><01:01:48.890><c> so</c><01:01:49.069><c> internet</c>

01:01:49.809 --> 01:01:49.819 align:start position:0%
to log in to enforce them so internet
 

01:01:49.819 --> 01:01:52.479 align:start position:0%
to log in to enforce them so internet
connected<01:01:50.269><c> to</c><01:01:50.479><c> it</c><01:01:50.630><c> but</c><01:01:50.869><c> you</c><01:01:51.859><c> can</c><01:01:52.069><c> go</c><01:01:52.279><c> to</c><01:01:52.369><c> the</c>

01:01:52.479 --> 01:01:52.489 align:start position:0%
connected to it but you can go to the
 

01:01:52.489 --> 01:01:54.849 align:start position:0%
connected to it but you can go to the
dashboard<01:01:52.670><c> and</c><01:01:53.390><c> see</c><01:01:53.749><c> the</c><01:01:53.900><c> the</c><01:01:53.930><c> interface</c><01:01:54.619><c> that</c>

01:01:54.849 --> 01:01:54.859 align:start position:0%
dashboard and see the the interface that
 

01:01:54.859 --> 01:02:00.310 align:start position:0%
dashboard and see the the interface that
are<01:01:55.039><c> in</c><01:01:55.519><c> users</c><01:01:55.969><c> see</c><01:01:56.420><c> with</c><01:01:56.660><c> a</c>

01:02:00.310 --> 01:02:00.320 align:start position:0%
 
 

01:02:00.320 --> 01:02:08.860 align:start position:0%
 
[Music]

01:02:08.860 --> 01:02:08.870 align:start position:0%
 
 

01:02:08.870 --> 01:02:14.030 align:start position:0%
 
okay<01:02:11.840><c> hi</c><01:02:12.840><c> I'm</c><01:02:12.870><c> Debra</c><01:02:13.530><c> I'm</c><01:02:13.680><c> one</c><01:02:13.830><c> of</c><01:02:13.950><c> the</c>

01:02:14.030 --> 01:02:14.040 align:start position:0%
okay hi I'm Debra I'm one of the
 

01:02:14.040 --> 01:02:17.600 align:start position:0%
okay hi I'm Debra I'm one of the
cofounders<01:02:14.370><c> of</c><01:02:14.930><c> TN</c><01:02:15.930><c> and</c><01:02:16.260><c> I'm</c><01:02:17.160><c> really</c><01:02:17.370><c> excited</c>

01:02:17.600 --> 01:02:17.610 align:start position:0%
cofounders of TN and I'm really excited
 

01:02:17.610 --> 01:02:19.070 align:start position:0%
cofounders of TN and I'm really excited
to<01:02:17.850><c> share</c><01:02:17.970><c> a</c><01:02:18.030><c> little</c><01:02:18.210><c> bit</c><01:02:18.300><c> about</c><01:02:18.420><c> how</c><01:02:18.750><c> it</c><01:02:18.870><c> works</c>

01:02:19.070 --> 01:02:19.080 align:start position:0%
to share a little bit about how it works
 

01:02:19.080 --> 01:02:21.680 align:start position:0%
to share a little bit about how it works
today<01:02:19.650><c> and</c><01:02:20.010><c> then</c><01:02:20.130><c> I'll</c><01:02:20.400><c> be</c><01:02:20.670><c> sharing</c><01:02:21.300><c> more</c>

01:02:21.680 --> 01:02:21.690 align:start position:0%
today and then I'll be sharing more
 

01:02:21.690 --> 01:02:24.050 align:start position:0%
today and then I'll be sharing more
about<01:02:21.900><c> our</c><01:02:22.170><c> experiences</c><01:02:23.160><c> working</c><01:02:23.760><c> on</c><01:02:23.970><c> the</c>

01:02:24.050 --> 01:02:24.060 align:start position:0%
about our experiences working on the
 

01:02:24.060 --> 01:02:26.240 align:start position:0%
about our experiences working on the
ground<01:02:24.180><c> in</c><01:02:24.360><c> my</c><01:02:24.570><c> community</c><01:02:25.530><c> setting</c><01:02:25.920><c> up</c><01:02:26.010><c> one</c><01:02:26.160><c> of</c>

01:02:26.240 --> 01:02:26.250 align:start position:0%
ground in my community setting up one of
 

01:02:26.250 --> 01:02:27.680 align:start position:0%
ground in my community setting up one of
these<01:02:26.340><c> decentralized</c><01:02:27.000><c> internet</c><01:02:27.330><c> service</c>

01:02:27.680 --> 01:02:27.690 align:start position:0%
these decentralized internet service
 

01:02:27.690 --> 01:02:33.100 align:start position:0%
these decentralized internet service
providers<01:02:28.200><c> on</c><01:02:28.500><c> Thursday</c><01:02:29.570><c> Wow</c>

01:02:33.100 --> 01:02:33.110 align:start position:0%
 
 

01:02:33.110 --> 01:02:44.420 align:start position:0%
 
so<01:02:34.280><c> Athena</c><01:02:35.280><c> is</c><01:02:41.030><c> so</c><01:02:42.030><c> Athena</c><01:02:42.480><c> is</c><01:02:42.870><c> a</c><01:02:43.430><c> software</c>

01:02:44.420 --> 01:02:44.430 align:start position:0%
so Athena is so Athena is a software
 

01:02:44.430 --> 01:02:47.240 align:start position:0%
so Athena is so Athena is a software
that<01:02:44.460><c> runs</c><01:02:45.030><c> on</c><01:02:45.510><c> readily</c><01:02:46.260><c> available</c><01:02:46.380><c> consumer</c>

01:02:47.240 --> 01:02:47.250 align:start position:0%
that runs on readily available consumer
 

01:02:47.250 --> 01:02:49.940 align:start position:0%
that runs on readily available consumer
routers<01:02:47.610><c> like</c><01:02:48.210><c> the</c><01:02:48.300><c> one</c><01:02:48.450><c> we</c><01:02:48.540><c> have</c><01:02:48.690><c> here</c><01:02:48.950><c> that</c>

01:02:49.940 --> 01:02:49.950 align:start position:0%
routers like the one we have here that
 

01:02:49.950 --> 01:02:52.970 align:start position:0%
routers like the one we have here that
allows<01:02:50.220><c> people</c><01:02:50.550><c> to</c><01:02:51.320><c> set</c><01:02:52.320><c> up</c><01:02:52.350><c> centralized</c>

01:02:52.970 --> 01:02:52.980 align:start position:0%
allows people to set up centralized
 

01:02:52.980 --> 01:02:54.470 align:start position:0%
allows people to set up centralized
Internet<01:02:53.370><c> service</c><01:02:53.700><c> providers</c><01:02:54.150><c> in</c><01:02:54.390><c> their</c>

01:02:54.470 --> 01:02:54.480 align:start position:0%
Internet service providers in their
 

01:02:54.480 --> 01:02:59.000 align:start position:0%
Internet service providers in their
community<01:02:56.060><c> because</c><01:02:57.060><c> the</c><01:02:57.630><c> routers</c><01:02:58.230><c> hate</c><01:02:58.800><c> each</c>

01:02:59.000 --> 01:02:59.010 align:start position:0%
community because the routers hate each
 

01:02:59.010 --> 01:03:01.810 align:start position:0%
community because the routers hate each
other<01:02:59.220><c> for</c><01:02:59.490><c> bandwidth</c><01:02:59.880><c> so</c><01:03:00.330><c> this</c><01:03:00.750><c> lets</c>

01:03:01.810 --> 01:03:01.820 align:start position:0%
other for bandwidth so this lets
 

01:03:01.820 --> 01:03:04.040 align:start position:0%
other for bandwidth so this lets
homeowners<01:03:02.820><c> and</c><01:03:02.970><c> business</c><01:03:03.240><c> owners</c><01:03:03.360><c> host</c><01:03:03.810><c> some</c>

01:03:04.040 --> 01:03:04.050 align:start position:0%
homeowners and business owners host some
 

01:03:04.050 --> 01:03:07.100 align:start position:0%
homeowners and business owners host some
of<01:03:04.080><c> this</c><01:03:04.260><c> long-range</c><01:03:05.300><c> Wi-Fi</c><01:03:06.300><c> hardware</c><01:03:06.780><c> and</c>

01:03:07.100 --> 01:03:07.110 align:start position:0%
of this long-range Wi-Fi hardware and
 

01:03:07.110 --> 01:03:09.740 align:start position:0%
of this long-range Wi-Fi hardware and
earn<01:03:07.230><c> money</c><01:03:07.500><c> automatically</c><01:03:08.250><c> for</c><01:03:08.490><c> doing</c><01:03:08.730><c> so</c><01:03:08.940><c> so</c>

01:03:09.740 --> 01:03:09.750 align:start position:0%
earn money automatically for doing so so
 

01:03:09.750 --> 01:03:14.090 align:start position:0%
earn money automatically for doing so so
that<01:03:09.960><c> instead</c><01:03:10.380><c> of</c><01:03:10.760><c> one</c><01:03:11.760><c> is</c><01:03:12.150><c> he</c><01:03:12.450><c> running</c><01:03:13.380><c> all</c><01:03:13.950><c> of</c>

01:03:14.090 --> 01:03:14.100 align:start position:0%
that instead of one is he running all of
 

01:03:14.100 --> 01:03:15.620 align:start position:0%
that instead of one is he running all of
the<01:03:14.190><c> infrastructure</c><01:03:14.640><c> and</c><01:03:14.910><c> owning</c><01:03:15.270><c> all</c><01:03:15.390><c> of</c><01:03:15.540><c> the</c>

01:03:15.620 --> 01:03:15.630 align:start position:0%
the infrastructure and owning all of the
 

01:03:15.630 --> 01:03:17.030 align:start position:0%
the infrastructure and owning all of the
different<01:03:15.900><c> pieces</c><01:03:16.080><c> of</c><01:03:16.230><c> the</c><01:03:16.410><c> network</c><01:03:16.770><c> and</c>

01:03:17.030 --> 01:03:17.040 align:start position:0%
different pieces of the network and
 

01:03:17.040 --> 01:03:18.950 align:start position:0%
different pieces of the network and
extracting<01:03:17.490><c> all</c><01:03:17.610><c> about</c><01:03:17.820><c> profit</c><01:03:18.270><c> many</c>

01:03:18.950 --> 01:03:18.960 align:start position:0%
extracting all about profit many
 

01:03:18.960 --> 01:03:21.290 align:start position:0%
extracting all about profit many
different<01:03:19.350><c> people</c><01:03:19.650><c> can</c><01:03:19.860><c> get</c><01:03:20.460><c> all</c><01:03:20.760><c> these</c><01:03:20.940><c> and</c>

01:03:21.290 --> 01:03:21.300 align:start position:0%
different people can get all these and
 

01:03:21.300 --> 01:03:24.650 align:start position:0%
different people can get all these and
and<01:03:21.900><c> earn</c><01:03:22.080><c> money</c><01:03:22.230><c> and</c><01:03:23.120><c> all</c><01:03:24.120><c> these</c><01:03:24.240><c> does</c><01:03:24.480><c> this</c>

01:03:24.650 --> 01:03:24.660 align:start position:0%
and earn money and all these does this
 

01:03:24.660 --> 01:03:26.110 align:start position:0%
and earn money and all these does this
by<01:03:24.900><c> using</c>

01:03:26.110 --> 01:03:26.120 align:start position:0%
by using
 

01:03:26.120 --> 01:03:28.720 align:start position:0%
by using
price<01:03:26.900><c> aware</c><01:03:27.380><c> version</c><01:03:27.920><c> of</c><01:03:28.100><c> the</c><01:03:28.190><c> Bible</c><01:03:28.580><c> in</c><01:03:28.640><c> this</c>

01:03:28.720 --> 01:03:28.730 align:start position:0%
price aware version of the Bible in this
 

01:03:28.730 --> 01:03:31.810 align:start position:0%
price aware version of the Bible in this
protocol<01:03:29.150><c> to</c><01:03:29.570><c> select</c><01:03:30.230><c> routes</c><01:03:30.520><c> so</c><01:03:31.520><c> what</c><01:03:31.700><c> this</c>

01:03:31.810 --> 01:03:31.820 align:start position:0%
protocol to select routes so what this
 

01:03:31.820 --> 01:03:35.380 align:start position:0%
protocol to select routes so what this
means<01:03:31.880><c> is</c><01:03:32.570><c> that</c><01:03:32.930><c> instead</c><01:03:33.560><c> of</c><01:03:33.940><c> only</c><01:03:34.940><c> selecting</c>

01:03:35.380 --> 01:03:35.390 align:start position:0%
means is that instead of only selecting
 

01:03:35.390 --> 01:03:37.390 align:start position:0%
means is that instead of only selecting
routes<01:03:35.600><c> by</c><01:03:35.840><c> the</c><01:03:35.900><c> best</c><01:03:36.110><c> around</c><01:03:36.380><c> trip</c><01:03:36.710><c> time</c><01:03:36.980><c> as</c>

01:03:37.390 --> 01:03:37.400 align:start position:0%
routes by the best around trip time as
 

01:03:37.400 --> 01:03:38.950 align:start position:0%
routes by the best around trip time as
we<01:03:37.580><c> would</c><01:03:37.730><c> see</c><01:03:37.880><c> in</c><01:03:37.940><c> the</c><01:03:37.970><c> local</c><01:03:38.330><c> match</c><01:03:38.480><c> protocol</c>

01:03:38.950 --> 01:03:38.960 align:start position:0%
we would see in the local match protocol
 

01:03:38.960 --> 01:03:41.710 align:start position:0%
we would see in the local match protocol
this<01:03:39.620><c> also</c><01:03:40.010><c> takes</c><01:03:40.310><c> the</c><01:03:40.640><c> price</c><01:03:41.240><c> into</c>

01:03:41.710 --> 01:03:41.720 align:start position:0%
this also takes the price into
 

01:03:41.720 --> 01:03:44.590 align:start position:0%
this also takes the price into
consideration<01:03:42.410><c> as</c><01:03:42.530><c> well</c><01:03:43.060><c> so</c><01:03:44.060><c> that</c><01:03:44.330><c> it's</c><01:03:44.450><c> been</c>

01:03:44.590 --> 01:03:44.600 align:start position:0%
consideration as well so that it's been
 

01:03:44.600 --> 01:03:46.330 align:start position:0%
consideration as well so that it's been
automatically<01:03:45.320><c> on</c><01:03:45.470><c> a</c><01:03:45.560><c> second-by-second</c>

01:03:46.330 --> 01:03:46.340 align:start position:0%
automatically on a second-by-second
 

01:03:46.340 --> 01:03:50.290 align:start position:0%
automatically on a second-by-second
basis<01:03:46.730><c> select</c><01:03:47.540><c> the</c><01:03:48.700><c> level</c><01:03:49.700><c> in</c><01:03:49.790><c> the</c><01:03:49.910><c> best</c><01:03:50.090><c> route</c>

01:03:50.290 --> 01:03:50.300 align:start position:0%
basis select the level in the best route
 

01:03:50.300 --> 01:03:52.210 align:start position:0%
basis select the level in the best route
but<01:03:50.810><c> the</c><01:03:50.900><c> least</c><01:03:51.110><c> expensive</c><01:03:51.590><c> sort</c><01:03:51.860><c> of</c><01:03:51.920><c> adding</c>

01:03:52.210 --> 01:03:52.220 align:start position:0%
but the least expensive sort of adding
 

01:03:52.220 --> 01:03:56.690 align:start position:0%
but the least expensive sort of adding
in<01:03:52.310><c> that</c><01:03:52.400><c> audition</c><01:03:53.740><c> and</c>

01:03:56.690 --> 01:03:56.700 align:start position:0%
in that audition and
 

01:03:56.700 --> 01:03:59.660 align:start position:0%
in that audition and
it's<01:03:57.540><c> also</c><01:03:57.780><c> like</c><01:03:58.260><c> a</c><01:03:58.290><c> prepaid</c><01:03:58.770><c> system</c><01:03:59.220><c> right</c><01:03:59.430><c> so</c>

01:03:59.660 --> 01:03:59.670 align:start position:0%
it's also like a prepaid system right so
 

01:03:59.670 --> 01:04:01.339 align:start position:0%
it's also like a prepaid system right so
essentially<01:04:00.240><c> you</c><01:04:00.329><c> load</c><01:04:00.569><c> your</c><01:04:00.599><c> router</c><01:04:00.900><c> roll</c><01:04:01.140><c> it</c>

01:04:01.339 --> 01:04:01.349 align:start position:0%
essentially you load your router roll it
 

01:04:01.349 --> 01:04:04.700 align:start position:0%
essentially you load your router roll it
up<01:04:01.470><c> with</c><01:04:01.770><c> aetherium</c><01:04:02.490><c> or</c><01:04:03.119><c> X</c><01:04:03.299><c> I</c><01:04:03.540><c> or</c><01:04:04.319><c> recently</c>

01:04:04.700 --> 01:04:04.710 align:start position:0%
up with aetherium or X I or recently
 

01:04:04.710 --> 01:04:08.210 align:start position:0%
up with aetherium or X I or recently
we've<01:04:04.980><c> added</c><01:04:05.190><c> in</c><01:04:05.460><c> a</c><01:04:05.609><c> bridge</c><01:04:05.970><c> so</c><01:04:06.750><c> that</c><01:04:07.220><c> it's</c>

01:04:08.210 --> 01:04:08.220 align:start position:0%
we've added in a bridge so that it's
 

01:04:08.220 --> 01:04:09.710 align:start position:0%
we've added in a bridge so that it's
easy<01:04:08.490><c> to</c><01:04:08.730><c> get</c><01:04:08.849><c> a</c><01:04:08.880><c> theorem</c><01:04:09.270><c> that</c><01:04:09.299><c> you</c><01:04:09.420><c> can</c><01:04:09.599><c> get</c>

01:04:09.710 --> 01:04:09.720 align:start position:0%
easy to get a theorem that you can get
 

01:04:09.720 --> 01:04:11.930 align:start position:0%
easy to get a theorem that you can get
from<01:04:09.869><c> point</c><01:04:09.900><c> A</c><01:04:10.290><c> B's</c><01:04:10.470><c> you</c><01:04:11.430><c> can</c><01:04:11.579><c> send</c><01:04:11.790><c> out</c><01:04:11.880><c> to</c>

01:04:11.930 --> 01:04:11.940 align:start position:0%
from point A B's you can send out to
 

01:04:11.940 --> 01:04:13.910 align:start position:0%
from point A B's you can send out to
your<01:04:12.119><c> honor</c><01:04:12.270><c> wallet</c><01:04:12.780><c> and</c><01:04:13.260><c> that</c><01:04:13.619><c> it</c><01:04:13.829><c> will</c>

01:04:13.910 --> 01:04:13.920 align:start position:0%
your honor wallet and that it will
 

01:04:13.920 --> 01:04:16.849 align:start position:0%
your honor wallet and that it will
bridging<01:04:14.460><c> the</c><01:04:14.549><c> music</c><01:04:15.000><c> unit</c><01:04:15.450><c> spot</c><01:04:15.690><c> to</c><01:04:15.990><c> a</c><01:04:16.260><c> design</c>

01:04:16.849 --> 01:04:16.859 align:start position:0%
bridging the music unit spot to a design
 

01:04:16.859 --> 01:04:18.829 align:start position:0%
bridging the music unit spot to a design
you'd<01:04:17.010><c> be</c><01:04:17.099><c> a</c><01:04:17.130><c> single</c><01:04:17.490><c> currency</c><01:04:17.790><c> to</c><01:04:18.599><c> know</c><01:04:18.720><c> how</c>

01:04:18.829 --> 01:04:18.839 align:start position:0%
you'd be a single currency to know how
 

01:04:18.839 --> 01:04:20.660 align:start position:0%
you'd be a single currency to know how
those<01:04:19.020><c> price</c><01:04:19.230><c> fluctuations</c><01:04:19.890><c> that</c><01:04:20.010><c> aetherium</c>

01:04:20.660 --> 01:04:20.670 align:start position:0%
those price fluctuations that aetherium
 

01:04:20.670 --> 01:04:22.700 align:start position:0%
those price fluctuations that aetherium
has<01:04:20.849><c> for</c><01:04:21.150><c> and</c><01:04:21.750><c> users</c><01:04:22.109><c> just</c><01:04:22.260><c> trying</c><01:04:22.500><c> to</c><01:04:22.559><c> pay</c><01:04:22.680><c> for</c>

01:04:22.700 --> 01:04:22.710 align:start position:0%
has for and users just trying to pay for
 

01:04:22.710 --> 01:04:28.390 align:start position:0%
has for and users just trying to pay for
Internet

01:04:28.390 --> 01:04:28.400 align:start position:0%
 
 

01:04:28.400 --> 01:04:31.140 align:start position:0%
 
[Music]

01:04:31.140 --> 01:04:31.150 align:start position:0%
[Music]
 

01:04:31.150 --> 01:04:33.390 align:start position:0%
[Music]
okay<01:04:31.660><c> so</c><01:04:31.720><c> what</c><01:04:32.109><c> this</c><01:04:32.289><c> what</c><01:04:32.680><c> this</c><01:04:32.859><c> does</c><01:04:33.099><c> and</c><01:04:33.309><c> we</c>

01:04:33.390 --> 01:04:33.400 align:start position:0%
okay so what this what this does and we
 

01:04:33.400 --> 01:04:35.789 align:start position:0%
okay so what this what this does and we
have<01:04:33.839><c> lots</c><01:04:34.839><c> of</c><01:04:34.960><c> different</c><01:04:35.079><c> people</c><01:04:35.410><c> learning</c>

01:04:35.789 --> 01:04:35.799 align:start position:0%
have lots of different people learning
 

01:04:35.799 --> 01:04:38.579 align:start position:0%
have lots of different people learning
infrastructure<01:04:36.809><c> is</c><01:04:37.809><c> that</c><01:04:38.079><c> a</c><01:04:38.109><c> case</c><01:04:38.410><c> on</c>

01:04:38.579 --> 01:04:38.589 align:start position:0%
infrastructure is that a case on
 

01:04:38.589 --> 01:04:40.620 align:start position:0%
infrastructure is that a case on
automatically<01:04:39.160><c> competitive</c><01:04:39.910><c> bandwidth</c>

01:04:40.620 --> 01:04:40.630 align:start position:0%
automatically competitive bandwidth
 

01:04:40.630 --> 01:04:42.509 align:start position:0%
automatically competitive bandwidth
marketplace<01:04:41.140><c> so</c><01:04:41.559><c> this</c><01:04:42.099><c> is</c><01:04:42.249><c> sort</c><01:04:42.369><c> of</c><01:04:42.430><c> the</c>

01:04:42.509 --> 01:04:42.519 align:start position:0%
marketplace so this is sort of the
 

01:04:42.519 --> 01:04:43.980 align:start position:0%
marketplace so this is sort of the
picture<01:04:42.789><c> what</c><01:04:42.940><c> we</c><01:04:43.059><c> have</c><01:04:43.210><c> with</c><01:04:43.390><c> the</c><01:04:43.539><c> the</c>

01:04:43.980 --> 01:04:43.990 align:start position:0%
picture what we have with the the
 

01:04:43.990 --> 01:04:45.739 align:start position:0%
picture what we have with the the
internet<01:04:44.319><c> currently</c><01:04:44.769><c> right</c><01:04:45.009><c> you</c><01:04:45.220><c> you</c><01:04:45.430><c> get</c><01:04:45.609><c> a</c>

01:04:45.739 --> 01:04:45.749 align:start position:0%
internet currently right you you get a
 

01:04:45.749 --> 01:04:48.359 align:start position:0%
internet currently right you you get a
an<01:04:46.749><c> Internet</c><01:04:47.200><c> service</c><01:04:47.349><c> monthly</c><01:04:47.769><c> subscription</c>

01:04:48.359 --> 01:04:48.369 align:start position:0%
an Internet service monthly subscription
 

01:04:48.369 --> 01:04:50.430 align:start position:0%
an Internet service monthly subscription
and<01:04:48.640><c> they</c><01:04:49.240><c> bring</c><01:04:49.420><c> in</c><01:04:49.509><c> a</c><01:04:49.569><c> specific</c><01:04:49.749><c> hardware</c>

01:04:50.430 --> 01:04:50.440 align:start position:0%
and they bring in a specific hardware
 

01:04:50.440 --> 01:04:54.620 align:start position:0%
and they bring in a specific hardware
and<01:04:50.859><c> it's</c><01:04:50.980><c> very</c><01:04:51.130><c> siloed</c><01:04:52.319><c> but</c><01:04:53.319><c> with</c><01:04:53.920><c> Althea</c>

01:04:54.620 --> 01:04:54.630 align:start position:0%
and it's very siloed but with Althea
 

01:04:54.630 --> 01:05:01.349 align:start position:0%
and it's very siloed but with Althea
what<01:04:55.630><c> if</c><01:04:55.809><c> you</c><01:04:56.740><c> can</c><01:04:57.119><c> automatically</c><01:04:58.650><c> compete</c><01:05:00.359><c> if</c>

01:05:01.349 --> 01:05:01.359 align:start position:0%
what if you can automatically compete if
 

01:05:01.359 --> 01:05:03.210 align:start position:0%
what if you can automatically compete if
your<01:05:01.539><c> service</c><01:05:01.809><c> provider</c><01:05:02.109><c> on</c><01:05:02.529><c> like</c><01:05:02.799><c> a</c><01:05:02.829><c> second</c>

01:05:03.210 --> 01:05:03.220 align:start position:0%
your service provider on like a second
 

01:05:03.220 --> 01:05:05.430 align:start position:0%
your service provider on like a second
my<01:05:03.279><c> second</c><01:05:03.670><c> basis</c><01:05:04.150><c> if</c><01:05:04.660><c> your</c><01:05:04.869><c> router</c><01:05:05.019><c> was</c><01:05:05.319><c> too</c>

01:05:05.430 --> 01:05:05.440 align:start position:0%
my second basis if your router was too
 

01:05:05.440 --> 01:05:08.220 align:start position:0%
my second basis if your router was too
may<01:05:05.559><c> not</c><01:05:05.740><c> work</c><01:05:05.920><c> for</c><01:05:05.950><c> you</c><01:05:06.249><c> so</c><01:05:07.210><c> as</c><01:05:07.900><c> we</c><01:05:08.079><c> build</c>

01:05:08.220 --> 01:05:08.230 align:start position:0%
may not work for you so as we build
 

01:05:08.230 --> 01:05:09.630 align:start position:0%
may not work for you so as we build
these<01:05:08.410><c> networks</c><01:05:08.589><c> and</c><01:05:09.009><c> different</c><01:05:09.099><c> people</c><01:05:09.400><c> on</c>

01:05:09.630 --> 01:05:09.640 align:start position:0%
these networks and different people on
 

01:05:09.640 --> 01:05:14.099 align:start position:0%
these networks and different people on
hardware<01:05:10.210><c> the</c><01:05:11.140><c> the</c><01:05:11.499><c> links</c><01:05:12.180><c> will</c><01:05:13.180><c> will</c><01:05:13.749><c> select</c>

01:05:14.099 --> 01:05:14.109 align:start position:0%
hardware the the links will will select
 

01:05:14.109 --> 01:05:19.920 align:start position:0%
hardware the the links will will select
the<01:05:14.200><c> path</c><01:05:14.380><c> Ralph</c>

01:05:19.920 --> 01:05:19.930 align:start position:0%
 
 

01:05:19.930 --> 01:05:23.339 align:start position:0%
 
so<01:05:20.910><c> this</c><01:05:21.910><c> is</c><01:05:22.089><c> a</c><01:05:22.119><c> this</c><01:05:22.390><c> is</c><01:05:22.450><c> a</c><01:05:22.569><c> map</c><01:05:22.779><c> of</c><01:05:22.809><c> one</c><01:05:23.109><c> of</c><01:05:23.230><c> our</c>

01:05:23.339 --> 01:05:23.349 align:start position:0%
so this is a this is a map of one of our
 

01:05:23.349 --> 01:05:26.460 align:start position:0%
so this is a this is a map of one of our
this<01:05:24.099><c> thing</c><01:05:24.160><c> that</c><01:05:24.460><c> works</c><01:05:24.700><c> in</c><01:05:25.140><c> Oregon</c><01:05:26.140><c> this</c><01:05:26.319><c> is</c>

01:05:26.460 --> 01:05:26.470 align:start position:0%
this thing that works in Oregon this is
 

01:05:26.470 --> 01:05:27.690 align:start position:0%
this thing that works in Oregon this is
actually<01:05:26.799><c> working</c><01:05:26.950><c> promise</c>

01:05:27.690 --> 01:05:27.700 align:start position:0%
actually working promise
 

01:05:27.700 --> 01:05:29.819 align:start position:0%
actually working promise
we're<01:05:27.970><c> all</c><01:05:28.029><c> community</c><01:05:28.630><c> here</c><01:05:28.839><c> and</c><01:05:29.319><c> you</c><01:05:29.500><c> can</c><01:05:29.650><c> see</c>

01:05:29.819 --> 01:05:29.829 align:start position:0%
we're all community here and you can see
 

01:05:29.829 --> 01:05:31.470 align:start position:0%
we're all community here and you can see
this<01:05:29.980><c> sort</c><01:05:30.160><c> of</c><01:05:30.279><c> distributed</c><01:05:30.789><c> nature</c><01:05:31.000><c> that</c><01:05:31.329><c> we</c>

01:05:31.470 --> 01:05:31.480 align:start position:0%
this sort of distributed nature that we
 

01:05:31.480 --> 01:05:33.329 align:start position:0%
this sort of distributed nature that we
have<01:05:32.079><c> here</c><01:05:32.500><c> each</c><01:05:32.650><c> of</c><01:05:32.829><c> these</c><01:05:32.920><c> different</c><01:05:33.130><c> things</c>

01:05:33.329 --> 01:05:33.339 align:start position:0%
have here each of these different things
 

01:05:33.339 --> 01:05:36.029 align:start position:0%
have here each of these different things
are<01:05:33.670><c> what</c><01:05:33.880><c> we</c><01:05:34.000><c> call</c><01:05:34.210><c> them</c><01:05:34.359><c> relay</c><01:05:34.770><c> and</c><01:05:35.770><c> so</c>

01:05:36.029 --> 01:05:36.039 align:start position:0%
are what we call them relay and so
 

01:05:36.039 --> 01:05:38.510 align:start position:0%
are what we call them relay and so
that's<01:05:36.220><c> at</c><01:05:36.369><c> home</c><01:05:36.520><c> or</c><01:05:36.880><c> a</c><01:05:36.910><c> business</c><01:05:37.299><c> person</c><01:05:37.809><c> or</c>

01:05:38.510 --> 01:05:38.520 align:start position:0%
that's at home or a business person or
 

01:05:38.520 --> 01:05:42.329 align:start position:0%
that's at home or a business person or
you<01:05:39.520><c> know</c><01:05:39.640><c> a</c><01:05:39.970><c> farm</c><01:05:40.900><c> in</c><01:05:41.170><c> this</c><01:05:41.289><c> case</c><01:05:41.500><c> that</c><01:05:42.220><c> is</c>

01:05:42.329 --> 01:05:42.339 align:start position:0%
you know a farm in this case that is
 

01:05:42.339 --> 01:05:44.279 align:start position:0%
you know a farm in this case that is
hosting<01:05:42.670><c> some</c><01:05:42.849><c> hardware</c><01:05:43.180><c> and</c><01:05:43.450><c> getting</c>

01:05:44.279 --> 01:05:44.289 align:start position:0%
hosting some hardware and getting
 

01:05:44.289 --> 01:05:45.870 align:start position:0%
hosting some hardware and getting
painted<01:05:44.589><c> on</c><01:05:44.680><c> there</c><01:05:44.859><c> but</c><01:05:45.099><c> further</c><01:05:45.339><c> further</c>

01:05:45.870 --> 01:05:45.880 align:start position:0%
painted on there but further further
 

01:05:45.880 --> 01:05:48.720 align:start position:0%
painted on there but further further
routers<01:05:46.240><c> do</c><01:05:46.480><c> that</c><01:05:46.829><c> and</c><01:05:47.829><c> so</c><01:05:48.250><c> you</c><01:05:48.309><c> can</c><01:05:48.460><c> see</c><01:05:48.609><c> we</c>

01:05:48.720 --> 01:05:48.730 align:start position:0%
routers do that and so you can see we
 

01:05:48.730 --> 01:05:51.539 align:start position:0%
routers do that and so you can see we
even<01:05:48.880><c> have</c><01:05:49.059><c> some</c><01:05:49.210><c> really</c><01:05:49.390><c> dynamic</c><01:05:49.660><c> leaks</c><01:05:50.549><c> that</c>

01:05:51.539 --> 01:05:51.549 align:start position:0%
even have some really dynamic leaks that
 

01:05:51.549 --> 01:05:53.730 align:start position:0%
even have some really dynamic leaks that
this<01:05:52.150><c> is</c><01:05:52.270><c> that</c><01:05:52.390><c> way</c><01:05:52.569><c> in</c><01:05:52.630><c> the</c><01:05:52.779><c> valley</c><01:05:52.990><c> there</c><01:05:53.349><c> and</c>

01:05:53.730 --> 01:05:53.740 align:start position:0%
this is that way in the valley there and
 

01:05:53.740 --> 01:05:56.670 align:start position:0%
this is that way in the valley there and
then<01:05:54.240><c> routes</c><01:05:55.240><c> to</c><01:05:55.539><c> a</c><01:05:55.569><c> person</c><01:05:56.170><c> up</c><01:05:56.260><c> on</c><01:05:56.380><c> the</c><01:05:56.470><c> hill</c>

01:05:56.670 --> 01:05:56.680 align:start position:0%
then routes to a person up on the hill
 

01:05:56.680 --> 01:05:59.390 align:start position:0%
then routes to a person up on the hill
and<01:05:57.010><c> then</c><01:05:57.910><c> from</c><01:05:58.180><c> that</c><01:05:58.210><c> person</c><01:05:58.660><c> on</c><01:05:58.750><c> the</c><01:05:58.809><c> hill</c>

01:05:59.390 --> 01:05:59.400 align:start position:0%
and then from that person on the hill
 

01:05:59.400 --> 01:06:01.980 align:start position:0%
and then from that person on the hill
all<01:06:00.400><c> the</c><01:06:00.460><c> way</c><01:06:00.670><c> out</c><01:06:00.819><c> to</c><01:06:00.940><c> the</c><01:06:01.089><c> river</c><01:06:01.510><c> and</c><01:06:01.750><c> the</c>

01:06:01.980 --> 01:06:01.990 align:start position:0%
all the way out to the river and the
 

01:06:01.990 --> 01:06:03.299 align:start position:0%
all the way out to the river and the
reason<01:06:02.260><c> why</c><01:06:02.349><c> we</c><01:06:02.500><c> did</c><01:06:02.650><c> this</c><01:06:02.770><c> instead</c><01:06:03.010><c> of</c><01:06:03.130><c> going</c>

01:06:03.299 --> 01:06:03.309 align:start position:0%
reason why we did this instead of going
 

01:06:03.309 --> 01:06:04.380 align:start position:0%
reason why we did this instead of going
straight<01:06:03.460><c> is</c><01:06:03.849><c> because</c><01:06:04.119><c> there's</c><01:06:04.240><c> actually</c>

01:06:04.380 --> 01:06:04.390 align:start position:0%
straight is because there's actually
 

01:06:04.390 --> 01:06:06.089 align:start position:0%
straight is because there's actually
geographical<01:06:05.170><c> challenges</c><01:06:05.289><c> to</c><01:06:05.740><c> that</c><01:06:05.770><c> this</c>

01:06:06.089 --> 01:06:06.099 align:start position:0%
geographical challenges to that this
 

01:06:06.099 --> 01:06:09.059 align:start position:0%
geographical challenges to that this
sort<01:06:06.309><c> of</c><01:06:06.630><c> interoperable</c><01:06:07.630><c> kind</c><01:06:08.170><c> of</c><01:06:08.260><c> agile</c>

01:06:09.059 --> 01:06:09.069 align:start position:0%
sort of interoperable kind of agile
 

01:06:09.069 --> 01:06:11.789 align:start position:0%
sort of interoperable kind of agile
configuration<01:06:09.789><c> lets</c><01:06:09.970><c> us</c><01:06:10.089><c> do</c><01:06:10.270><c> as</c><01:06:10.510><c> well</c><01:06:10.799><c> and</c>

01:06:11.789 --> 01:06:11.799 align:start position:0%
configuration lets us do as well and
 

01:06:11.799 --> 01:06:13.200 align:start position:0%
configuration lets us do as well and
then<01:06:11.950><c> we'll</c><01:06:12.099><c> be</c><01:06:12.190><c> adding</c><01:06:12.339><c> in</c><01:06:12.579><c> the</c><01:06:12.670><c> worth</c><01:06:12.849><c> more</c>

01:06:13.200 --> 01:06:13.210 align:start position:0%
then we'll be adding in the worth more
 

01:06:13.210 --> 01:06:15.210 align:start position:0%
then we'll be adding in the worth more
redundancy<01:06:13.960><c> and</c><01:06:14.170><c> links</c><01:06:14.470><c> as</c><01:06:14.619><c> the</c><01:06:14.710><c> network</c><01:06:14.980><c> sort</c>

01:06:15.210 --> 01:06:15.220 align:start position:0%
redundancy and links as the network sort
 

01:06:15.220 --> 01:06:18.260 align:start position:0%
redundancy and links as the network sort
of<01:06:15.279><c> gross</c>

01:06:18.260 --> 01:06:18.270 align:start position:0%
 
 

01:06:18.270 --> 01:06:21.059 align:start position:0%
 
another<01:06:19.270><c> thing</c><01:06:19.510><c> about</c><01:06:19.539><c> Alethea</c><01:06:20.020><c> is</c><01:06:20.109><c> that</c><01:06:20.529><c> all</c>

01:06:21.059 --> 01:06:21.069 align:start position:0%
another thing about Alethea is that all
 

01:06:21.069 --> 01:06:22.799 align:start position:0%
another thing about Alethea is that all
of<01:06:21.250><c> the</c><01:06:21.490><c> all</c><01:06:22.059><c> of</c><01:06:22.089><c> these</c><01:06:22.329><c> interconnections</c>

01:06:22.799 --> 01:06:22.809 align:start position:0%
of the all of these interconnections
 

01:06:22.809 --> 01:06:24.870 align:start position:0%
of the all of these interconnections
between<01:06:23.020><c> and</c><01:06:23.410><c> homeowners</c><01:06:23.859><c> are</c><01:06:24.039><c> subject</c><01:06:24.609><c> using</c>

01:06:24.870 --> 01:06:24.880 align:start position:0%
between and homeowners are subject using
 

01:06:24.880 --> 01:06:28.559 align:start position:0%
between and homeowners are subject using
wire<01:06:25.089><c> art</c><01:06:25.589><c> and</c><01:06:26.589><c> that</c><01:06:26.859><c> is</c><01:06:27.279><c> then</c><01:06:27.849><c> decrypted</c><01:06:28.390><c> at</c>

01:06:28.559 --> 01:06:28.569 align:start position:0%
wire art and that is then decrypted at
 

01:06:28.569 --> 01:06:31.170 align:start position:0%
wire art and that is then decrypted at
the<01:06:28.779><c> exit</c><01:06:29.680><c> what</c><01:06:30.130><c> we</c><01:06:30.250><c> call</c><01:06:30.430><c> an</c><01:06:30.520><c> exit</c><01:06:30.849><c> node</c><01:06:30.880><c> which</c>

01:06:31.170 --> 01:06:31.180 align:start position:0%
the exit what we call an exit node which
 

01:06:31.180 --> 01:06:33.890 align:start position:0%
the exit what we call an exit node which
is<01:06:31.329><c> just</c><01:06:31.510><c> like</c><01:06:31.930><c> a</c><01:06:31.960><c> VPN</c><01:06:32.410><c> server</c>

01:06:33.890 --> 01:06:33.900 align:start position:0%
is just like a VPN server
 

01:06:33.900 --> 01:06:38.380 align:start position:0%
is just like a VPN server
Center<01:06:34.589><c> and</c><01:06:34.920><c> this</c><01:06:35.309><c> also</c><01:06:35.609><c> allows</c><01:06:36.150><c> for</c><01:06:36.720><c> us</c><01:06:37.559><c> to</c>

01:06:38.380 --> 01:06:38.390 align:start position:0%
Center and this also allows for us to
 

01:06:38.390 --> 01:06:41.510 align:start position:0%
Center and this also allows for us to
verify<01:06:39.390><c> that</c><01:06:39.809><c> the</c><01:06:40.230><c> that</c><01:06:40.680><c> the</c><01:06:40.799><c> cost</c><01:06:41.069><c> that</c><01:06:41.400><c> each</c>

01:06:41.510 --> 01:06:41.520 align:start position:0%
verify that the that the cost that each
 

01:06:41.520 --> 01:06:43.819 align:start position:0%
verify that the that the cost that each
link<01:06:41.730><c> is</c><01:06:42.000><c> reporting</c><01:06:42.779><c> and</c><01:06:43.109><c> the</c><01:06:43.289><c> round-trip</c>

01:06:43.819 --> 01:06:43.829 align:start position:0%
link is reporting and the round-trip
 

01:06:43.829 --> 01:06:46.940 align:start position:0%
link is reporting and the round-trip
time<01:06:44.039><c> is</c><01:06:44.960><c> verified</c><01:06:45.960><c> instead</c><01:06:46.710><c> of</c><01:06:46.799><c> them</c><01:06:46.920><c> just</c>

01:06:46.940 --> 01:06:46.950 align:start position:0%
time is verified instead of them just
 

01:06:46.950 --> 01:06:50.180 align:start position:0%
time is verified instead of them just
sort<01:06:47.279><c> of</c><01:06:47.809><c> potentially</c><01:06:49.099><c> misrepresenting</c><01:06:50.099><c> a</c>

01:06:50.180 --> 01:06:50.190 align:start position:0%
sort of potentially misrepresenting a
 

01:06:50.190 --> 01:06:54.210 align:start position:0%
sort of potentially misrepresenting a
fact

01:06:54.210 --> 01:06:54.220 align:start position:0%
 
 

01:06:54.220 --> 01:06:55.360 align:start position:0%
 
[Music]

01:06:55.360 --> 01:06:55.370 align:start position:0%
[Music]
 

01:06:55.370 --> 01:06:57.580 align:start position:0%
[Music]
so<01:06:55.940><c> here's</c><01:06:56.240><c> one</c><01:06:56.360><c> of</c><01:06:56.390><c> our</c><01:06:56.480><c> relays</c><01:06:56.840><c> so</c><01:06:57.200><c> this</c><01:06:57.410><c> is</c>

01:06:57.580 --> 01:06:57.590 align:start position:0%
so here's one of our relays so this is
 

01:06:57.590 --> 01:07:00.850 align:start position:0%
so here's one of our relays so this is
actually<01:06:58.010><c> that</c><01:06:58.130><c> farm</c><01:06:58.460><c> on</c><01:06:58.730><c> the</c><01:06:59.530><c> in</c><01:07:00.530><c> the</c><01:07:00.680><c> valley</c>

01:07:00.850 --> 01:07:00.860 align:start position:0%
actually that farm on the in the valley
 

01:07:00.860 --> 01:07:02.290 align:start position:0%
actually that farm on the in the valley
there<01:07:01.220><c> and</c><01:07:01.370><c> then</c><01:07:01.460><c> that</c><01:07:01.610><c> correct</c><01:07:01.970><c> meaning</c>

01:07:02.290 --> 01:07:02.300 align:start position:0%
there and then that correct meaning
 

01:07:02.300 --> 01:07:04.210 align:start position:0%
there and then that correct meaning
green<01:07:02.870><c> connection</c><01:07:03.170><c> so</c><01:07:03.590><c> what</c><01:07:03.740><c> we</c><01:07:03.830><c> can</c><01:07:03.950><c> see</c><01:07:04.100><c> is</c>

01:07:04.210 --> 01:07:04.220 align:start position:0%
green connection so what we can see is
 

01:07:04.220 --> 01:07:06.790 align:start position:0%
green connection so what we can see is
be<01:07:04.400><c> havin</c><01:07:04.670><c> a</c><01:07:04.730><c> ton</c><01:07:04.970><c> of</c><01:07:05.000><c> coming</c><01:07:05.330><c> into</c><01:07:05.480><c> the</c><01:07:05.800><c> that</c>

01:07:06.790 --> 01:07:06.800 align:start position:0%
be havin a ton of coming into the that
 

01:07:06.800 --> 01:07:09.760 align:start position:0%
be havin a ton of coming into the that
it's<01:07:06.950><c> receiving</c><01:07:07.280><c> signal</c><01:07:07.730><c> from</c><01:07:08.420><c> a</c><01:07:08.780><c> and</c>

01:07:09.760 --> 01:07:09.770 align:start position:0%
it's receiving signal from a and
 

01:07:09.770 --> 01:07:11.290 align:start position:0%
it's receiving signal from a and
actually<01:07:09.890><c> this</c><01:07:10.130><c> is</c><01:07:10.280><c> from</c><01:07:10.430><c> like</c><01:07:10.730><c> a</c><01:07:10.760><c> wholesale</c>

01:07:11.290 --> 01:07:11.300 align:start position:0%
actually this is from like a wholesale
 

01:07:11.300 --> 01:07:14.530 align:start position:0%
actually this is from like a wholesale
fiber<01:07:11.600><c> not</c><01:07:12.110><c> call</c><01:07:12.350><c> and</c><01:07:12.860><c> then</c><01:07:13.070><c> she's</c><01:07:13.340><c> hitting</c><01:07:14.330><c> an</c>

01:07:14.530 --> 01:07:14.540 align:start position:0%
fiber not call and then she's hitting an
 

01:07:14.540 --> 01:07:15.940 align:start position:0%
fiber not call and then she's hitting an
incoming<01:07:14.960><c> connection</c><01:07:15.410><c> and</c><01:07:15.560><c> then</c><01:07:15.650><c> the</c><01:07:15.740><c> two</c>

01:07:15.940 --> 01:07:15.950 align:start position:0%
incoming connection and then the two
 

01:07:15.950 --> 01:07:18.400 align:start position:0%
incoming connection and then the two
smaller<01:07:16.340><c> antennas</c><01:07:17.060><c> are</c><01:07:17.240><c> connecting</c><01:07:18.140><c> up</c><01:07:18.260><c> her</c>

01:07:18.400 --> 01:07:18.410 align:start position:0%
smaller antennas are connecting up her
 

01:07:18.410 --> 01:07:23.590 align:start position:0%
smaller antennas are connecting up her
nearby<01:07:18.770><c> neighbors</c><01:07:19.160><c> and</c><01:07:20.680><c> those</c><01:07:21.680><c> three</c><01:07:22.600><c> third</c>

01:07:23.590 --> 01:07:23.600 align:start position:0%
nearby neighbors and those three third
 

01:07:23.600 --> 01:07:25.180 align:start position:0%
nearby neighbors and those three third
net<01:07:23.720><c> cables</c><01:07:24.110><c> are</c><01:07:24.230><c> then</c><01:07:24.410><c> routed</c><01:07:24.560><c> to</c><01:07:24.920><c> her</c>

01:07:25.180 --> 01:07:25.190 align:start position:0%
net cables are then routed to her
 

01:07:25.190 --> 01:07:28.180 align:start position:0%
net cables are then routed to her
consumer<01:07:26.060><c> router</c><01:07:26.510><c> in</c><01:07:26.780><c> her</c><01:07:26.870><c> home</c><01:07:27.170><c> which</c><01:07:27.980><c> does</c>

01:07:28.180 --> 01:07:28.190 align:start position:0%
consumer router in her home which does
 

01:07:28.190 --> 01:07:30.910 align:start position:0%
consumer router in her home which does
all<01:07:28.370><c> of</c><01:07:28.400><c> that</c><01:07:28.520><c> filling</c><01:07:29.440><c> automatic</c><01:07:30.440><c> agency</c>

01:07:30.910 --> 01:07:30.920 align:start position:0%
all of that filling automatic agency
 

01:07:30.920 --> 01:07:32.680 align:start position:0%
all of that filling automatic agency
this<01:07:31.040><c> is</c><01:07:31.100><c> her</c><01:07:31.340><c> either</c><01:07:31.520><c> scan</c><01:07:31.880><c> of</c><01:07:32.060><c> money</c><01:07:32.240><c> put</c><01:07:32.480><c> in</c>

01:07:32.680 --> 01:07:32.690 align:start position:0%
this is her either scan of money put in
 

01:07:32.690 --> 01:07:34.510 align:start position:0%
this is her either scan of money put in
and<01:07:32.840><c> out</c><01:07:32.930><c> and</c><01:07:33.110><c> suddenly</c><01:07:33.440><c> they're</c><01:07:34.160><c> in</c><01:07:34.430><c> the</c>

01:07:34.510 --> 01:07:34.520 align:start position:0%
and out and suddenly they're in the
 

01:07:34.520 --> 01:07:38.200 align:start position:0%
and out and suddenly they're in the
Miriam<01:07:34.880><c> and</c><01:07:36.400><c> it</c><01:07:37.400><c> also</c><01:07:37.550><c> handles</c><01:07:37.820><c> all</c><01:07:38.060><c> their</c>

01:07:38.200 --> 01:07:38.210 align:start position:0%
Miriam and it also handles all their
 

01:07:38.210 --> 01:07:39.850 align:start position:0%
Miriam and it also handles all their
routing<01:07:38.540><c> and</c><01:07:38.720><c> then</c><01:07:38.900><c> it</c><01:07:39.050><c> provides</c><01:07:39.200><c> for</c><01:07:39.620><c> her</c>

01:07:39.850 --> 01:07:39.860 align:start position:0%
routing and then it provides for her
 

01:07:39.860 --> 01:07:44.440 align:start position:0%
routing and then it provides for her
home<01:07:40.100><c> her</c><01:07:40.640><c> home</c><01:07:40.850><c> Wi-Fi</c><01:07:41.240><c> so</c><01:07:41.570><c> for</c><01:07:41.780><c> her</c><01:07:41.990><c> she</c><01:07:43.450><c> she</c>

01:07:44.440 --> 01:07:44.450 align:start position:0%
home her home Wi-Fi so for her she she
 

01:07:44.450 --> 01:07:46.150 align:start position:0%
home her home Wi-Fi so for her she she
just<01:07:44.480><c> gets</c><01:07:44.780><c> it</c><01:07:44.900><c> or</c><01:07:45.080><c> not</c><01:07:45.200><c> and</c><01:07:45.500><c> actually</c><01:07:45.770><c> gets</c>

01:07:46.150 --> 01:07:46.160 align:start position:0%
just gets it or not and actually gets
 

01:07:46.160 --> 01:07:49.120 align:start position:0%
just gets it or not and actually gets
extra<01:07:46.790><c> money</c><01:07:46.970><c> that</c><01:07:47.060><c> she</c><01:07:47.360><c> Nina</c><01:07:47.590><c> that</c><01:07:48.590><c> about</c><01:07:49.100><c> a</c>

01:07:49.120 --> 01:07:49.130 align:start position:0%
extra money that she Nina that about a
 

01:07:49.130 --> 01:07:50.680 align:start position:0%
extra money that she Nina that about a
hundred<01:07:49.460><c> dollars</c><01:07:49.580><c> every</c><01:07:49.940><c> couple</c><01:07:50.330><c> of</c><01:07:50.450><c> months</c>

01:07:50.680 --> 01:07:50.690 align:start position:0%
hundred dollars every couple of months
 

01:07:50.690 --> 01:07:52.300 align:start position:0%
hundred dollars every couple of months
from<01:07:50.810><c> about</c><01:07:51.110><c> six</c><01:07:51.350><c> connects</c><01:07:51.710><c> attic</c><01:07:51.920><c> science</c>

01:07:52.300 --> 01:07:52.310 align:start position:0%
from about six connects attic science
 

01:07:52.310 --> 01:07:55.030 align:start position:0%
from about six connects attic science
that<01:07:52.940><c> she</c><01:07:53.270><c> should</c><01:07:53.840><c> use</c><01:07:54.110><c> as</c><01:07:54.260><c> point</c><01:07:54.470><c> basis</c><01:07:54.860><c> and</c>

01:07:55.030 --> 01:07:55.040 align:start position:0%
that she should use as point basis and
 

01:07:55.040 --> 01:07:57.190 align:start position:0%
that she should use as point basis and
extinguish<01:07:55.490><c> not</c><01:07:55.640><c> to</c><01:07:55.790><c> extract</c><01:07:56.180><c> that</c><01:07:56.330><c> to</c><01:07:56.900><c> be</c><01:07:57.080><c> on</c>

01:07:57.190 --> 01:07:57.200 align:start position:0%
extinguish not to extract that to be on
 

01:07:57.200 --> 01:07:59.940 align:start position:0%
extinguish not to extract that to be on
instead<01:07:58.070><c> of</c><01:07:58.190><c> the</c><01:07:58.640><c> other</c><01:07:58.730><c> way</c><01:07:58.910><c> around</c>

01:07:59.940 --> 01:07:59.950 align:start position:0%
instead of the other way around
 

01:07:59.950 --> 01:08:02.820 align:start position:0%
instead of the other way around
just<01:08:00.550><c> pretty</c><01:08:00.700><c> ball</c><01:08:00.910><c> and</c><01:08:01.780><c> then</c><01:08:01.960><c> she</c><01:08:02.170><c> also</c><01:08:02.410><c> we</c>

01:08:02.820 --> 01:08:02.830 align:start position:0%
just pretty ball and then she also we
 

01:08:02.830 --> 01:08:04.170 align:start position:0%
just pretty ball and then she also we
have<01:08:02.950><c> this</c><01:08:03.040><c> sort</c><01:08:03.160><c> of</c><01:08:03.250><c> bio</c><01:08:03.400><c> oil</c><01:08:03.520><c> drill</c><01:08:03.880><c> so</c>

01:08:04.170 --> 01:08:04.180 align:start position:0%
have this sort of bio oil drill so
 

01:08:04.180 --> 01:08:05.370 align:start position:0%
have this sort of bio oil drill so
she'll<01:08:04.420><c> go</c><01:08:04.540><c> and</c><01:08:04.690><c> talk</c><01:08:04.810><c> to</c><01:08:04.930><c> our</c><01:08:04.960><c> neighbors</c><01:08:05.350><c> and</c>

01:08:05.370 --> 01:08:05.380 align:start position:0%
she'll go and talk to our neighbors and
 

01:08:05.380 --> 01:08:07.560 align:start position:0%
she'll go and talk to our neighbors and
try<01:08:05.680><c> to</c><01:08:05.740><c> get</c><01:08:05.890><c> more</c><01:08:06.010><c> people</c><01:08:06.130><c> connected</c><01:08:06.670><c> we</c>

01:08:07.560 --> 01:08:07.570 align:start position:0%
try to get more people connected we
 

01:08:07.570 --> 01:08:09.750 align:start position:0%
try to get more people connected we
should<01:08:07.750><c> have</c><01:08:07.900><c> one</c><01:08:08.080><c> relay</c><01:08:08.410><c> that</c><01:08:08.620><c> will</c><01:08:09.490><c> take</c><01:08:09.730><c> a</c>

01:08:09.750 --> 01:08:09.760 align:start position:0%
should have one relay that will take a
 

01:08:09.760 --> 01:08:11.580 align:start position:0%
should have one relay that will take a
bottle<01:08:09.970><c> align</c><01:08:10.240><c> those</c><01:08:10.540><c> neighbors</c><01:08:10.900><c> and</c><01:08:11.230><c> see</c><01:08:11.530><c> if</c>

01:08:11.580 --> 01:08:11.590 align:start position:0%
bottle align those neighbors and see if
 

01:08:11.590 --> 01:08:14.550 align:start position:0%
bottle align those neighbors and see if
we<01:08:11.710><c> can</c><01:08:12.480><c> get</c><01:08:13.480><c> the</c><01:08:13.720><c> kids</c><01:08:13.900><c> and</c><01:08:14.020><c> connected</c><01:08:14.410><c> to</c><01:08:14.470><c> the</c>

01:08:14.550 --> 01:08:14.560 align:start position:0%
we can get the kids and connected to the
 

01:08:14.560 --> 01:08:16.470 align:start position:0%
we can get the kids and connected to the
internet<01:08:14.920><c> so</c><01:08:15.100><c> you</c><01:08:15.190><c> can</c><01:08:15.370><c> see</c><01:08:15.490><c> it</c><01:08:15.610><c> as</c><01:08:15.760><c> I</c><01:08:16.030><c> sort</c><01:08:16.420><c> of</c>

01:08:16.470 --> 01:08:16.480 align:start position:0%
internet so you can see it as I sort of
 

01:08:16.480 --> 01:08:19.260 align:start position:0%
internet so you can see it as I sort of
like<01:08:16.660><c> incentive</c><01:08:17.200><c> for</c><01:08:17.650><c> for</c><01:08:18.400><c> viral</c><01:08:18.850><c> growth</c><01:08:18.970><c> as</c>

01:08:19.260 --> 01:08:19.270 align:start position:0%
like incentive for for viral growth as
 

01:08:19.270 --> 01:08:21.630 align:start position:0%
like incentive for for viral growth as
well<01:08:19.530><c> and</c><01:08:20.530><c> there's</c><01:08:20.710><c> always</c><01:08:20.890><c> that</c><01:08:21.100><c> incentive</c>

01:08:21.630 --> 01:08:21.640 align:start position:0%
well and there's always that incentive
 

01:08:21.640 --> 01:08:24.030 align:start position:0%
well and there's always that incentive
because<01:08:22.150><c> it</c><01:08:22.300><c> is</c><01:08:22.420><c> sort</c><01:08:22.570><c> of</c><01:08:22.630><c> meter</c><01:08:22.900><c> that</c><01:08:23.500><c> we</c><01:08:23.740><c> want</c>

01:08:24.030 --> 01:08:24.040 align:start position:0%
because it is sort of meter that we want
 

01:08:24.040 --> 01:08:27.090 align:start position:0%
because it is sort of meter that we want
to<01:08:24.220><c> add</c><01:08:24.400><c> in</c><01:08:24.700><c> more</c><01:08:25.260><c> more</c><01:08:26.260><c> bandwidth</c><01:08:26.740><c> better</c>

01:08:27.090 --> 01:08:27.100 align:start position:0%
to add in more more bandwidth better
 

01:08:27.100 --> 01:08:31.180 align:start position:0%
to add in more more bandwidth better
service<01:08:27.460><c> for</c><01:08:27.490><c> folks</c>

01:08:31.180 --> 01:08:31.190 align:start position:0%
 
 

01:08:31.190 --> 01:08:34.120 align:start position:0%
 
so<01:08:31.670><c> we</c><01:08:31.850><c> do</c><01:08:32.000><c> realize</c><01:08:32.390><c> though</c><01:08:32.660><c> that</c><01:08:32.930><c> even</c><01:08:33.530><c> as</c>

01:08:34.120 --> 01:08:34.130 align:start position:0%
so we do realize though that even as
 

01:08:34.130 --> 01:08:36.280 align:start position:0%
so we do realize though that even as
permissionless<01:08:34.790><c> and</c><01:08:35.150><c> us</c><01:08:35.390><c> automatic</c><01:08:35.990><c> as</c><01:08:36.140><c> we</c>

01:08:36.280 --> 01:08:36.290 align:start position:0%
permissionless and us automatic as we
 

01:08:36.290 --> 01:08:37.720 align:start position:0%
permissionless and us automatic as we
would<01:08:36.410><c> like</c><01:08:36.590><c> these</c><01:08:36.740><c> two</c><01:08:36.890><c> things</c><01:08:37.070><c> to</c><01:08:37.250><c> be</c><01:08:37.460><c> there</c>

01:08:37.720 --> 01:08:37.730 align:start position:0%
would like these two things to be there
 

01:08:37.730 --> 01:08:39.870 align:start position:0%
would like these two things to be there
still<01:08:38.000><c> is</c><01:08:38.210><c> some</c><01:08:38.540><c> friction</c><01:08:38.750><c> with</c><01:08:39.200><c> the</c><01:08:39.230><c> hardware</c>

01:08:39.870 --> 01:08:39.880 align:start position:0%
still is some friction with the hardware
 

01:08:39.880 --> 01:08:44.140 align:start position:0%
still is some friction with the hardware
the<01:08:40.880><c> radio</c><01:08:41.180><c> hardware</c><01:08:41.860><c> and</c><01:08:42.860><c> outreach</c><01:08:43.550><c> part</c><01:08:44.030><c> of</c>

01:08:44.140 --> 01:08:44.150 align:start position:0%
the radio hardware and outreach part of
 

01:08:44.150 --> 01:08:47.770 align:start position:0%
the radio hardware and outreach part of
it<01:08:44.300><c> so</c><01:08:44.660><c> we</c><01:08:45.350><c> have</c><01:08:45.650><c> another</c><01:08:46.310><c> incentive</c><01:08:46.850><c> for</c><01:08:47.540><c> what</c>

01:08:47.770 --> 01:08:47.780 align:start position:0%
it so we have another incentive for what
 

01:08:47.780 --> 01:08:50.140 align:start position:0%
it so we have another incentive for what
we<01:08:47.900><c> call</c><01:08:48.050><c> organizers</c><01:08:48.740><c> which</c><01:08:49.370><c> is</c><01:08:49.550><c> typically</c>

01:08:50.140 --> 01:08:50.150 align:start position:0%
we call organizers which is typically
 

01:08:50.150 --> 01:08:52.240 align:start position:0%
we call organizers which is typically
like<01:08:50.330><c> a</c><01:08:50.390><c> business</c><01:08:50.870><c> or</c><01:08:51.380><c> in</c><01:08:51.500><c> the</c><01:08:51.560><c> case</c><01:08:51.800><c> of</c><01:08:51.830><c> that</c>

01:08:52.240 --> 01:08:52.250 align:start position:0%
like a business or in the case of that
 

01:08:52.250 --> 01:08:56.010 align:start position:0%
like a business or in the case of that
rural<01:08:52.670><c> network</c><01:08:53.180><c> of</c><01:08:53.300><c> it's</c><01:08:53.810><c> a</c><01:08:53.900><c> cooperative</c><01:08:54.470><c> or</c>

01:08:56.010 --> 01:08:56.020 align:start position:0%
rural network of it's a cooperative or
 

01:08:56.020 --> 01:08:58.240 align:start position:0%
rural network of it's a cooperative or
sometimes<01:08:57.020><c> it's</c><01:08:57.140><c> a</c><01:08:57.200><c> nonprofit</c><01:08:57.530><c> as</c><01:08:57.890><c> well</c><01:08:58.070><c> so</c>

01:08:58.240 --> 01:08:58.250 align:start position:0%
sometimes it's a nonprofit as well so
 

01:08:58.250 --> 01:08:59.470 align:start position:0%
sometimes it's a nonprofit as well so
it's<01:08:58.340><c> kind</c><01:08:58.550><c> of</c><01:08:58.580><c> different</c><01:08:58.880><c> legal</c><01:08:59.120><c> structures</c>

01:08:59.470 --> 01:08:59.480 align:start position:0%
it's kind of different legal structures
 

01:08:59.480 --> 01:09:02.410 align:start position:0%
it's kind of different legal structures
but<01:08:59.810><c> this</c><01:08:59.990><c> sort</c><01:09:00.170><c> of</c><01:09:00.290><c> entity</c><01:09:01.210><c> provides</c><01:09:02.210><c> for</c><01:09:02.360><c> the</c>

01:09:02.410 --> 01:09:02.420 align:start position:0%
but this sort of entity provides for the
 

01:09:02.420 --> 01:09:03.700 align:start position:0%
but this sort of entity provides for the
customer<01:09:02.750><c> service</c><01:09:03.080><c> that</c><01:09:03.200><c> things</c><01:09:03.410><c> go</c><01:09:03.530><c> wrong</c>

01:09:03.700 --> 01:09:03.710 align:start position:0%
customer service that things go wrong
 

01:09:03.710 --> 01:09:06.490 align:start position:0%
customer service that things go wrong
helps<01:09:04.460><c> solve</c><01:09:05.150><c> people</c><01:09:05.450><c> in</c><01:09:05.540><c> many</c><01:09:05.660><c> cases</c><01:09:06.110><c> and</c>

01:09:06.490 --> 01:09:06.500 align:start position:0%
helps solve people in many cases and
 

01:09:06.500 --> 01:09:08.710 align:start position:0%
helps solve people in many cases and
kind<01:09:07.460><c> of</c><01:09:07.520><c> helps</c><01:09:07.760><c> curate</c><01:09:08.120><c> the</c><01:09:08.240><c> network</c><01:09:08.570><c> as</c><01:09:08.690><c> it</c>

01:09:08.710 --> 01:09:08.720 align:start position:0%
kind of helps curate the network as it
 

01:09:08.720 --> 01:09:12.280 align:start position:0%
kind of helps curate the network as it
grows<01:09:08.960><c> and</c><01:09:09.410><c> they</c><01:09:10.480><c> and</c><01:09:11.480><c> they</c><01:09:11.780><c> earn</c><01:09:11.960><c> a</c><01:09:12.050><c> monthly</c>

01:09:12.280 --> 01:09:12.290 align:start position:0%
grows and they and they earn a monthly
 

01:09:12.290 --> 01:09:16.080 align:start position:0%
grows and they and they earn a monthly
for<01:09:12.560><c> way</c><01:09:12.680><c> this</c><01:09:12.830><c> description</c><01:09:13.690><c> but</c><01:09:14.690><c> for</c><01:09:14.960><c> the</c><01:09:15.050><c> in</c>

01:09:16.080 --> 01:09:16.090 align:start position:0%
for way this description but for the in
 

01:09:16.090 --> 01:09:19.150 align:start position:0%
for way this description but for the in
users<01:09:17.090><c> and</c><01:09:17.360><c> subscribers</c><01:09:17.680><c> we</c><01:09:18.680><c> simply</c><01:09:18.980><c> load</c>

01:09:19.150 --> 01:09:19.160 align:start position:0%
users and subscribers we simply load
 

01:09:19.160 --> 01:09:20.950 align:start position:0%
users and subscribers we simply load
their<01:09:19.340><c> router</c><01:09:19.520><c> up</c><01:09:19.760><c> with</c><01:09:19.940><c> aetherium</c><01:09:20.420><c> or</c><01:09:20.570><c> X</c><01:09:20.720><c> die</c>

01:09:20.950 --> 01:09:20.960 align:start position:0%
their router up with aetherium or X die
 

01:09:20.960 --> 01:09:25.210 align:start position:0%
their router up with aetherium or X die
and<01:09:21.470><c> then</c><01:09:22.780><c> it's</c><01:09:23.780><c> rather</c><01:09:24.110><c> automatically</c><01:09:24.920><c> to</c>

01:09:25.210 --> 01:09:25.220 align:start position:0%
and then it's rather automatically to
 

01:09:25.220 --> 01:09:26.860 align:start position:0%
and then it's rather automatically to
the<01:09:25.490><c> people</c><01:09:25.850><c> who</c><01:09:26.030><c> are</c><01:09:26.180><c> forwarding</c><01:09:26.540><c> them</c><01:09:26.660><c> bound</c>

01:09:26.860 --> 01:09:26.870 align:start position:0%
the people who are forwarding them bound
 

01:09:26.870 --> 01:09:28.870 align:start position:0%
the people who are forwarding them bound
with<01:09:27.110><c> or</c><01:09:27.350><c> in</c><01:09:27.800><c> a</c><01:09:27.890><c> pro-rated</c><01:09:28.220><c> way</c><01:09:28.520><c> for</c><01:09:28.820><c> the</c>

01:09:28.870 --> 01:09:28.880 align:start position:0%
with or in a pro-rated way for the
 

01:09:28.880 --> 01:09:30.520 align:start position:0%
with or in a pro-rated way for the
monthly<01:09:29.180><c> subscription</c><01:09:29.690><c> fee</c><01:09:29.840><c> the</c><01:09:30.050><c> organizers</c>

01:09:30.520 --> 01:09:30.530 align:start position:0%
monthly subscription fee the organizers
 

01:09:30.530 --> 01:09:32.139 align:start position:0%
monthly subscription fee the organizers
address

01:09:32.139 --> 01:09:32.149 align:start position:0%
address
 

01:09:32.149 --> 01:09:34.620 align:start position:0%
address
[Music]

01:09:34.620 --> 01:09:34.630 align:start position:0%
[Music]
 

01:09:34.630 --> 01:09:36.240 align:start position:0%
[Music]
and<01:09:35.500><c> so</c><01:09:35.620><c> this</c><01:09:35.770><c> is</c><01:09:35.890><c> sort</c><01:09:35.980><c> of</c><01:09:36.100><c> our</c><01:09:36.190><c> next</c>

01:09:36.240 --> 01:09:36.250 align:start position:0%
and so this is sort of our next
 

01:09:36.250 --> 01:09:38.370 align:start position:0%
and so this is sort of our next
iteration<01:09:36.910><c> of</c><01:09:36.970><c> the</c><01:09:37.060><c> project</c><01:09:37.480><c> we</c><01:09:37.630><c> have</c><01:09:38.020><c> the</c>

01:09:38.370 --> 01:09:38.380 align:start position:0%
iteration of the project we have the
 

01:09:38.380 --> 01:09:41.940 align:start position:0%
iteration of the project we have the
pilot<01:09:38.740><c> program</c><01:09:39.520><c> and</c><01:09:40.230><c> and</c><01:09:41.230><c> now</c><01:09:41.500><c> we're</c><01:09:41.680><c> helping</c>

01:09:41.940 --> 01:09:41.950 align:start position:0%
pilot program and and now we're helping
 

01:09:41.950 --> 01:09:43.440 align:start position:0%
pilot program and and now we're helping
other<01:09:42.130><c> folks</c><01:09:42.340><c> get</c><01:09:42.820><c> started</c><01:09:43.120><c> with</c><01:09:43.210><c> their</c><01:09:43.330><c> own</c>

01:09:43.440 --> 01:09:43.450 align:start position:0%
other folks get started with their own
 

01:09:43.450 --> 01:09:47.490 align:start position:0%
other folks get started with their own
networks<01:09:44.490><c> so</c><01:09:45.490><c> these</c><01:09:45.850><c> these</c><01:09:46.780><c> are</c><01:09:46.840><c> what</c><01:09:47.380><c> we</c><01:09:47.470><c> call</c>

01:09:47.490 --> 01:09:47.500 align:start position:0%
networks so these these are what we call
 

01:09:47.500 --> 01:09:50.970 align:start position:0%
networks so these these are what we call
Thea<01:09:47.920><c> feds</c><01:09:48.250><c> and</c><01:09:49.170><c> essentially</c><01:09:50.170><c> it's</c><01:09:50.650><c> just</c><01:09:50.710><c> sort</c>

01:09:50.970 --> 01:09:50.980 align:start position:0%
Thea feds and essentially it's just sort
 

01:09:50.980 --> 01:09:52.740 align:start position:0%
Thea feds and essentially it's just sort
of<01:09:51.010><c> a</c><01:09:51.100><c> set</c><01:09:51.310><c> of</c><01:09:51.580><c> marketing</c><01:09:52.300><c> and</c>

01:09:52.740 --> 01:09:52.750 align:start position:0%
of a set of marketing and
 

01:09:52.750 --> 01:09:56.340 align:start position:0%
of a set of marketing and
pre-registration<01:09:53.740><c> page</c><01:09:54.430><c> so</c><01:09:54.850><c> that</c><01:09:55.350><c> organizers</c>

01:09:56.340 --> 01:09:56.350 align:start position:0%
pre-registration page so that organizers
 

01:09:56.350 --> 01:09:58.830 align:start position:0%
pre-registration page so that organizers
have<01:09:56.530><c> time</c><01:09:56.740><c> and</c><01:09:57.150><c> kind</c><01:09:58.150><c> of</c><01:09:58.210><c> front-load</c><01:09:58.660><c> the</c>

01:09:58.830 --> 01:09:58.840 align:start position:0%
have time and kind of front-load the
 

01:09:58.840 --> 01:10:00.870 align:start position:0%
have time and kind of front-load the
user<01:09:59.380><c> acquisition</c><01:09:59.680><c> so</c><01:10:00.310><c> when</c><01:10:00.520><c> they're</c><01:10:00.700><c> ready</c>

01:10:00.870 --> 01:10:00.880 align:start position:0%
user acquisition so when they're ready
 

01:10:00.880 --> 01:10:03.270 align:start position:0%
user acquisition so when they're ready
to<01:10:01.060><c> build</c><01:10:01.510><c> out</c><01:10:01.720><c> that</c><01:10:01.750><c> sort</c><01:10:02.230><c> of</c><01:10:02.290><c> initial</c><01:10:02.530><c> fiber</c>

01:10:03.270 --> 01:10:03.280 align:start position:0%
to build out that sort of initial fiber
 

01:10:03.280 --> 01:10:05.760 align:start position:0%
to build out that sort of initial fiber
backhaul<01:10:03.790><c> and</c><01:10:04.720><c> get</c><01:10:04.870><c> that</c><01:10:04.960><c> network</c><01:10:05.290><c> anchor</c>

01:10:05.760 --> 01:10:05.770 align:start position:0%
backhaul and get that network anchor
 

01:10:05.770 --> 01:10:08.250 align:start position:0%
backhaul and get that network anchor
then<01:10:06.400><c> they</c><01:10:06.880><c> have</c><01:10:07.090><c> all</c><01:10:07.330><c> of</c><01:10:07.510><c> their</c><01:10:07.690><c> you</c><01:10:08.230><c> know</c>

01:10:08.250 --> 01:10:08.260 align:start position:0%
then they have all of their you know
 

01:10:08.260 --> 01:10:10.230 align:start position:0%
then they have all of their you know
user<01:10:08.530><c> acquisition</c><01:10:08.740><c> and</c><01:10:09.490><c> marketing</c><01:10:09.940><c> or</c>

01:10:10.230 --> 01:10:10.240 align:start position:0%
user acquisition and marketing or
 

01:10:10.240 --> 01:10:12.510 align:start position:0%
user acquisition and marketing or
whatever<01:10:10.330><c> already</c><01:10:10.870><c> in</c><01:10:11.020><c> place</c><01:10:11.200><c> and</c><01:10:12.190><c> so</c><01:10:12.280><c> we</c><01:10:12.310><c> have</c>

01:10:12.510 --> 01:10:12.520 align:start position:0%
whatever already in place and so we have
 

01:10:12.520 --> 01:10:14.640 align:start position:0%
whatever already in place and so we have
a<01:10:12.550><c> few</c><01:10:12.760><c> folks</c><01:10:12.970><c> we</c><01:10:13.270><c> have</c><01:10:13.360><c> a</c><01:10:13.390><c> couple</c><01:10:13.750><c> of</c><01:10:13.900><c> members</c>

01:10:14.640 --> 01:10:14.650 align:start position:0%
a few folks we have a couple of members
 

01:10:14.650 --> 01:10:16.440 align:start position:0%
a few folks we have a couple of members
starting<01:10:15.130><c> in</c><01:10:15.220><c> the</c><01:10:15.280><c> United</c><01:10:15.370><c> States</c><01:10:15.850><c> and</c><01:10:16.180><c> one</c><01:10:16.300><c> in</c>

01:10:16.440 --> 01:10:16.450 align:start position:0%
starting in the United States and one in
 

01:10:16.450 --> 01:10:18.090 align:start position:0%
starting in the United States and one in
Nigeria<01:10:16.900><c> here</c><01:10:17.110><c> in</c><01:10:17.170><c> the</c><01:10:17.230><c> next</c><01:10:17.410><c> few</c><01:10:17.590><c> months</c><01:10:17.770><c> and</c>

01:10:18.090 --> 01:10:18.100 align:start position:0%
Nigeria here in the next few months and
 

01:10:18.100 --> 01:10:19.560 align:start position:0%
Nigeria here in the next few months and
then<01:10:18.220><c> about</c><01:10:18.340><c> another</c><01:10:18.400><c> ten</c><01:10:18.850><c> networks</c><01:10:19.270><c> that</c><01:10:19.540><c> are</c>

01:10:19.560 --> 01:10:19.570 align:start position:0%
then about another ten networks that are
 

01:10:19.570 --> 01:10:24.010 align:start position:0%
then about another ten networks that are
working<01:10:20.350><c> on</c><01:10:21.240><c> starting</c><01:10:22.240><c> up</c>

01:10:24.010 --> 01:10:24.020 align:start position:0%
working on starting up
 

01:10:24.020 --> 01:10:29.399 align:start position:0%
working on starting up
20

01:10:29.399 --> 01:10:29.409 align:start position:0%
 
 

01:10:29.409 --> 01:10:31.260 align:start position:0%
 
I'm<01:10:29.920><c> just</c><01:10:30.130><c> to</c><01:10:30.219><c> kind</c><01:10:30.429><c> of</c><01:10:30.489><c> recap</c><01:10:30.670><c> and</c><01:10:31.090><c> then</c><01:10:31.179><c> I</c>

01:10:31.260 --> 01:10:31.270 align:start position:0%
I'm just to kind of recap and then I
 

01:10:31.270 --> 01:10:32.820 align:start position:0%
I'm just to kind of recap and then I
think<01:10:31.420><c> there's</c><01:10:31.659><c> some</c><01:10:31.810><c> time</c><01:10:31.989><c> for</c><01:10:32.139><c> questions</c>

01:10:32.820 --> 01:10:32.830 align:start position:0%
think there's some time for questions
 

01:10:32.830 --> 01:10:36.570 align:start position:0%
think there's some time for questions
yeah<01:10:33.190><c> well</c><01:10:34.060><c> so</c><01:10:34.960><c> kind</c><01:10:35.889><c> of</c><01:10:35.920><c> the</c><01:10:36.040><c> benefits</c><01:10:36.460><c> of</c>

01:10:36.570 --> 01:10:36.580 align:start position:0%
yeah well so kind of the benefits of
 

01:10:36.580 --> 01:10:38.220 align:start position:0%
yeah well so kind of the benefits of
course<01:10:36.790><c> is</c><01:10:36.909><c> that</c><01:10:37.000><c> it's</c><01:10:37.120><c> owned</c><01:10:37.330><c> and</c><01:10:37.810><c> run</c><01:10:38.020><c> by</c><01:10:38.080><c> the</c>

01:10:38.220 --> 01:10:38.230 align:start position:0%
course is that it's owned and run by the
 

01:10:38.230 --> 01:10:41.129 align:start position:0%
course is that it's owned and run by the
community<01:10:38.800><c> that</c><01:10:39.010><c> it's</c><01:10:39.190><c> serving</c><01:10:39.460><c> and</c><01:10:39.850><c> I</c><01:10:40.780><c> think</c>

01:10:41.129 --> 01:10:41.139 align:start position:0%
community that it's serving and I think
 

01:10:41.139 --> 01:10:43.410 align:start position:0%
community that it's serving and I think
we<01:10:41.260><c> think</c><01:10:42.010><c> the</c><01:10:42.070><c> another</c><01:10:42.280><c> benefit</c><01:10:42.760><c> of</c><01:10:42.790><c> a</c><01:10:43.030><c> kind</c>

01:10:43.410 --> 01:10:43.420 align:start position:0%
we think the another benefit of a kind
 

01:10:43.420 --> 01:10:44.939 align:start position:0%
we think the another benefit of a kind
of<01:10:43.540><c> any</c><01:10:43.719><c> peer-to-peer</c><01:10:43.989><c> system</c><01:10:44.590><c> is</c><01:10:44.710><c> that</c><01:10:44.830><c> the</c>

01:10:44.939 --> 01:10:44.949 align:start position:0%
of any peer-to-peer system is that the
 

01:10:44.949 --> 01:10:47.430 align:start position:0%
of any peer-to-peer system is that the
money<01:10:45.610><c> stays</c><01:10:45.969><c> within</c><01:10:46.300><c> the</c><01:10:46.420><c> economic</c><01:10:46.690><c> system</c>

01:10:47.430 --> 01:10:47.440 align:start position:0%
money stays within the economic system
 

01:10:47.440 --> 01:10:51.330 align:start position:0%
money stays within the economic system
that<01:10:47.469><c> it</c><01:10:48.090><c> that</c><01:10:49.090><c> is</c><01:10:49.270><c> serving</c><01:10:50.139><c> so</c><01:10:50.889><c> instead</c><01:10:51.280><c> of</c>

01:10:51.330 --> 01:10:51.340 align:start position:0%
that it that is serving so instead of
 

01:10:51.340 --> 01:10:53.640 align:start position:0%
that it that is serving so instead of
the<01:10:51.790><c> many</c><01:10:52.179><c> telecoms</c><01:10:52.750><c> where</c><01:10:53.050><c> it's</c><01:10:53.139><c> distracting</c>

01:10:53.640 --> 01:10:53.650 align:start position:0%
the many telecoms where it's distracting
 

01:10:53.650 --> 01:10:54.930 align:start position:0%
the many telecoms where it's distracting
walls<01:10:53.860><c> was</c><01:10:54.130><c> to</c><01:10:54.219><c> have</c><01:10:54.310><c> these</c><01:10:54.460><c> developing</c>

01:10:54.930 --> 01:10:54.940 align:start position:0%
walls was to have these developing
 

01:10:54.940 --> 01:10:56.550 align:start position:0%
walls was to have these developing
countries<01:10:55.000><c> right</c><01:10:55.600><c> where</c><01:10:55.750><c> we</c><01:10:55.840><c> have</c><01:10:56.020><c> foreign</c>

01:10:56.550 --> 01:10:56.560 align:start position:0%
countries right where we have foreign
 

01:10:56.560 --> 01:10:58.229 align:start position:0%
countries right where we have foreign
companies<01:10:56.949><c> coming</c><01:10:57.190><c> in</c><01:10:57.429><c> and</c><01:10:57.639><c> distracting</c><01:10:58.090><c> all</c>

01:10:58.229 --> 01:10:58.239 align:start position:0%
companies coming in and distracting all
 

01:10:58.239 --> 01:11:01.590 align:start position:0%
companies coming in and distracting all
this<01:10:58.420><c> that</c><01:10:59.250><c> community's</c><01:11:00.250><c> able</c><01:11:00.610><c> to</c><01:11:00.790><c> reap</c><01:11:01.449><c> the</c>

01:11:01.590 --> 01:11:01.600 align:start position:0%
this that community's able to reap the
 

01:11:01.600 --> 01:11:04.860 align:start position:0%
this that community's able to reap the
economic<01:11:01.630><c> benefits</c><01:11:02.940><c> and</c><01:11:03.940><c> again</c><01:11:04.480><c> that's</c><01:11:04.810><c> that</c>

01:11:04.860 --> 01:11:04.870 align:start position:0%
economic benefits and again that's that
 

01:11:04.870 --> 01:11:07.530 align:start position:0%
economic benefits and again that's that
also<01:11:05.230><c> that</c><01:11:05.380><c> built</c><01:11:05.710><c> in</c><01:11:05.860><c> competition</c><01:11:06.540><c> where</c>

01:11:07.530 --> 01:11:07.540 align:start position:0%
also that built in competition where
 

01:11:07.540 --> 01:11:10.919 align:start position:0%
also that built in competition where
your<01:11:08.080><c> router</c><01:11:08.409><c> is</c><01:11:08.710><c> is</c><01:11:08.889><c> basically</c><01:11:09.449><c> choosing</c><01:11:10.449><c> the</c>

01:11:10.919 --> 01:11:10.929 align:start position:0%
your router is is basically choosing the
 

01:11:10.929 --> 01:11:14.729 align:start position:0%
your router is is basically choosing the
most<01:11:11.139><c> competitive</c><01:11:11.440><c> link</c><01:11:13.020><c> it's</c><01:11:14.020><c> a</c><01:11:14.290><c> sustainable</c>

01:11:14.729 --> 01:11:14.739 align:start position:0%
most competitive link it's a sustainable
 

01:11:14.739 --> 01:11:16.890 align:start position:0%
most competitive link it's a sustainable
way<01:11:15.100><c> because</c><01:11:15.760><c> of</c><01:11:15.850><c> the</c><01:11:15.940><c> incentivize</c><01:11:16.389><c> links</c><01:11:16.780><c> we</c>

01:11:16.890 --> 01:11:16.900 align:start position:0%
way because of the incentivize links we
 

01:11:16.900 --> 01:11:21.689 align:start position:0%
way because of the incentivize links we
see<01:11:17.110><c> the</c><01:11:17.260><c> network</c><01:11:17.850><c> factors</c><01:11:18.850><c> well</c><01:11:20.699><c> neighbors</c>

01:11:21.689 --> 01:11:21.699 align:start position:0%
see the network factors well neighbors
 

01:11:21.699 --> 01:11:23.160 align:start position:0%
see the network factors well neighbors
hanging<01:11:22.000><c> neighbors</c><01:11:22.270><c> for</c><01:11:22.449><c> bandwidth</c><01:11:22.840><c> which</c><01:11:23.139><c> is</c>

01:11:23.160 --> 01:11:23.170 align:start position:0%
hanging neighbors for bandwidth which is
 

01:11:23.170 --> 01:11:32.459 align:start position:0%
hanging neighbors for bandwidth which is
like<01:11:23.530><c> very</c><01:11:23.770><c> poor</c><01:11:24.400><c> p2p</c><01:11:25.270><c> great</c><01:11:26.940><c> and</c><01:11:28.080><c> yes</c><01:11:29.080><c> so</c><01:11:31.469><c> so</c>

01:11:32.459 --> 01:11:32.469 align:start position:0%
like very poor p2p great and yes so so
 

01:11:32.469 --> 01:11:39.459 align:start position:0%
like very poor p2p great and yes so so
do<01:11:32.530><c> you</c><01:11:32.679><c> have</c><01:11:32.770><c> any</c><01:11:32.980><c> questions</c>

01:11:39.459 --> 01:11:39.469 align:start position:0%
 
 

01:11:39.469 --> 01:11:44.209 align:start position:0%
 
what's<01:11:40.469><c> the</c><01:11:40.650><c> cost</c><01:11:40.980><c> I</c><01:11:41.340><c> guess</c><01:11:43.010><c> put</c><01:11:44.010><c> that</c>

01:11:44.209 --> 01:11:44.219 align:start position:0%
what's the cost I guess put that
 

01:11:44.219 --> 01:11:46.879 align:start position:0%
what's the cost I guess put that
infrastructure<01:11:44.730><c> in</c><01:11:44.940><c> place</c><01:11:45.210><c> is</c><01:11:45.710><c> obviously</c><01:11:46.710><c> an</c>

01:11:46.879 --> 01:11:46.889 align:start position:0%
infrastructure in place is obviously an
 

01:11:46.889 --> 01:11:48.890 align:start position:0%
infrastructure in place is obviously an
all<01:11:47.070><c> Hardware</c><01:11:47.580><c> and</c><01:11:47.940><c> I</c><01:11:48.030><c> guess</c><01:11:48.300><c> to</c><01:11:48.449><c> create</c><01:11:48.750><c> a</c>

01:11:48.890 --> 01:11:48.900 align:start position:0%
all Hardware and I guess to create a
 

01:11:48.900 --> 01:11:52.100 align:start position:0%
all Hardware and I guess to create a
relay<01:11:49.460><c> to</c><01:11:50.460><c> install</c><01:11:51.210><c> that</c><01:11:51.389><c> with</c><01:11:51.630><c> what's</c><01:11:51.960><c> the</c>

01:11:52.100 --> 01:11:52.110 align:start position:0%
relay to install that with what's the
 

01:11:52.110 --> 01:11:54.620 align:start position:0%
relay to install that with what's the
cost<01:11:52.340><c> associated</c><01:11:53.340><c> with</c><01:11:53.699><c> that</c><01:11:54.000><c> he</c><01:11:54.480><c> has</c><01:11:54.599><c> a</c>

01:11:54.620 --> 01:11:54.630 align:start position:0%
cost associated with that he has a
 

01:11:54.630 --> 01:11:56.479 align:start position:0%
cost associated with that he has a
really<01:11:54.900><c> good</c><01:11:55.110><c> question</c><01:11:55.260><c> and</c><01:11:55.679><c> if</c><01:11:55.770><c> we</c><01:11:55.920><c> that</c><01:11:56.219><c> that</c>

01:11:56.479 --> 01:11:56.489 align:start position:0%
really good question and if we that that
 

01:11:56.489 --> 01:11:58.070 align:start position:0%
really good question and if we that that
relay<01:11:56.820><c> in</c><01:11:56.940><c> the</c><01:11:57.030><c> picture</c><01:11:57.330><c> there</c><01:11:57.510><c> has</c><01:11:57.780><c> about</c>

01:11:58.070 --> 01:11:58.080 align:start position:0%
relay in the picture there has about
 

01:11:58.080 --> 01:12:00.979 align:start position:0%
relay in the picture there has about
four<01:11:58.320><c> hundred</c><01:11:58.440><c> dollars</c><01:11:59.219><c> for</c><01:12:00.030><c> each</c><01:12:00.540><c> of</c><01:12:00.840><c> the</c>

01:12:00.979 --> 01:12:00.989 align:start position:0%
four hundred dollars for each of the
 

01:12:00.989 --> 01:12:04.160 align:start position:0%
four hundred dollars for each of the
outgoing<01:12:01.860><c> antennas</c><01:12:02.520><c> and</c><01:12:02.790><c> then</c><01:12:03.030><c> about</c><01:12:03.300><c> three</c>

01:12:04.160 --> 01:12:04.170 align:start position:0%
outgoing antennas and then about three
 

01:12:04.170 --> 01:12:05.899 align:start position:0%
outgoing antennas and then about three
hundred<01:12:04.530><c> for</c><01:12:04.739><c> the</c><01:12:04.860><c> incumbents</c><01:12:05.610><c> on</c><01:12:05.730><c> it</c><01:12:05.849><c> so</c>

01:12:05.899 --> 01:12:05.909 align:start position:0%
hundred for the incumbents on it so
 

01:12:05.909 --> 01:12:07.250 align:start position:0%
hundred for the incumbents on it so
that's<01:12:06.060><c> actually</c><01:12:06.119><c> a</c><01:12:06.300><c> little</c><01:12:06.449><c> bit</c><01:12:06.599><c> more</c><01:12:06.780><c> robust</c>

01:12:07.250 --> 01:12:07.260 align:start position:0%
that's actually a little bit more robust
 

01:12:07.260 --> 01:12:09.020 align:start position:0%
that's actually a little bit more robust
than<01:12:07.409><c> some</c><01:12:07.619><c> of</c><01:12:07.739><c> the</c><01:12:07.860><c> relays</c><01:12:08.190><c> I</c><01:12:08.460><c> would</c><01:12:08.940><c> say</c>

01:12:09.020 --> 01:12:09.030 align:start position:0%
than some of the relays I would say
 

01:12:09.030 --> 01:12:10.580 align:start position:0%
than some of the relays I would say
you're<01:12:09.179><c> probably</c><01:12:09.360><c> gonna</c><01:12:09.540><c> be</c><01:12:09.630><c> up</c><01:12:09.659><c> to</c><01:12:09.929><c> 500</c><01:12:10.469><c> and</c>

01:12:10.580 --> 01:12:10.590 align:start position:0%
you're probably gonna be up to 500 and
 

01:12:10.590 --> 01:12:12.530 align:start position:0%
you're probably gonna be up to 500 and
then<01:12:10.710><c> and</c><01:12:11.369><c> a</c><01:12:11.460><c> thousand</c><01:12:11.820><c> dollars</c><01:12:12.119><c> depending</c><01:12:12.239><c> on</c>

01:12:12.530 --> 01:12:12.540 align:start position:0%
then and a thousand dollars depending on
 

01:12:12.540 --> 01:12:14.720 align:start position:0%
then and a thousand dollars depending on
how<01:12:12.690><c> how</c><01:12:13.080><c> many</c><01:12:13.170><c> people</c><01:12:13.590><c> it's</c><01:12:13.710><c> gonna</c><01:12:13.830><c> serve</c><01:12:14.099><c> and</c>

01:12:14.720 --> 01:12:14.730 align:start position:0%
how how many people it's gonna serve and
 

01:12:14.730 --> 01:12:17.600 align:start position:0%
how how many people it's gonna serve and
then<01:12:14.849><c> what</c><01:12:15.000><c> the</c><01:12:15.179><c> routers</c><01:12:16.190><c> is</c><01:12:17.190><c> it</c><01:12:17.429><c> like</c><01:12:17.580><c> a</c>

01:12:17.600 --> 01:12:17.610 align:start position:0%
then what the routers is it like a
 

01:12:17.610 --> 01:12:19.160 align:start position:0%
then what the routers is it like a
specific<01:12:18.119><c> router</c><01:12:18.330><c> that</c><01:12:18.570><c> you</c><01:12:18.630><c> have</c><01:12:18.840><c> to</c><01:12:19.020><c> do</c>

01:12:19.160 --> 01:12:19.170 align:start position:0%
specific router that you have to do
 

01:12:19.170 --> 01:12:21.680 align:start position:0%
specific router that you have to do
their<01:12:19.440><c> communication</c><01:12:20.400><c> routers</c><01:12:21.060><c> like</c><01:12:21.480><c> that</c>

01:12:21.680 --> 01:12:21.690 align:start position:0%
their communication routers like that
 

01:12:21.690 --> 01:12:25.700 align:start position:0%
their communication routers like that
you<01:12:21.810><c> can</c><01:12:21.989><c> get</c><01:12:23.150><c> specific</c><01:12:24.150><c> so</c><01:12:25.020><c> we</c><01:12:25.290><c> do</c><01:12:25.530><c> have</c>

01:12:25.700 --> 01:12:25.710 align:start position:0%
you can get specific so we do have
 

01:12:25.710 --> 01:12:27.620 align:start position:0%
you can get specific so we do have
supported<01:12:26.190><c> models</c><01:12:26.520><c> in</c><01:12:26.580><c> its</c><01:12:26.730><c> open</c><01:12:27.090><c> work</c><01:12:27.300><c> based</c>

01:12:27.620 --> 01:12:27.630 align:start position:0%
supported models in its open work based
 

01:12:27.630 --> 01:12:31.459 align:start position:0%
supported models in its open work based
our<01:12:28.560><c> open</c><01:12:28.830><c> wrt</c><01:12:29.159><c> and</c><01:12:29.820><c> these</c><01:12:30.420><c> are</c><01:12:30.690><c> consumer</c>

01:12:31.459 --> 01:12:31.469 align:start position:0%
our open wrt and these are consumer
 

01:12:31.469 --> 01:12:34.280 align:start position:0%
our open wrt and these are consumer
routers<01:12:31.980><c> that</c><01:12:32.010><c> you</c><01:12:32.460><c> can</c><01:12:32.639><c> get</c><01:12:32.820><c> from</c><01:12:33.000><c> Amazon</c><01:12:33.449><c> and</c>

01:12:34.280 --> 01:12:34.290 align:start position:0%
routers that you can get from Amazon and
 

01:12:34.290 --> 01:12:35.870 align:start position:0%
routers that you can get from Amazon and
we<01:12:34.590><c> have</c><01:12:34.710><c> about</c><01:12:34.800><c> three</c><01:12:35.070><c> or</c><01:12:35.099><c> four</c><01:12:35.369><c> supported</c>

01:12:35.870 --> 01:12:35.880 align:start position:0%
we have about three or four supported
 

01:12:35.880 --> 01:12:37.560 align:start position:0%
we have about three or four supported
models

01:12:37.560 --> 01:12:37.570 align:start position:0%
models
 

01:12:37.570 --> 01:12:55.450 align:start position:0%
models
[Music]

01:12:55.450 --> 01:12:55.460 align:start position:0%
 
 

01:12:55.460 --> 01:12:58.490 align:start position:0%
 
yes<01:12:56.460><c> it's</c><01:12:57.119><c> not</c><01:12:57.300><c> a</c><01:12:57.330><c> single</c><01:12:57.810><c> radio</c><01:12:58.080><c> of</c><01:12:58.320><c> match</c>

01:12:58.490 --> 01:12:58.500 align:start position:0%
yes it's not a single radio of match
 

01:12:58.500 --> 01:13:00.200 align:start position:0%
yes it's not a single radio of match
that<01:12:58.710><c> you</c><01:12:58.800><c> saw</c><01:12:59.010><c> everything</c><01:12:59.369><c> appointed</c><01:12:59.880><c> coming</c>

01:13:00.200 --> 01:13:00.210 align:start position:0%
that you saw everything appointed coming
 

01:13:00.210 --> 01:13:02.030 align:start position:0%
that you saw everything appointed coming
in<01:13:00.449><c> the</c><01:13:00.510><c> radio</c><01:13:00.810><c> and</c><01:13:01.110><c> without</c><01:13:01.440><c> boys</c><01:13:01.619><c> we</c><01:13:01.949><c> have</c>

01:13:02.030 --> 01:13:02.040 align:start position:0%
in the radio and without boys we have
 

01:13:02.040 --> 01:13:04.220 align:start position:0%
in the radio and without boys we have
combined<01:13:02.489><c> reciting</c><01:13:03.000><c> drives</c><01:13:03.330><c> percent</c><01:13:03.810><c> packet</c>

01:13:04.220 --> 01:13:04.230 align:start position:0%
combined reciting drives percent packet
 

01:13:04.230 --> 01:13:07.640 align:start position:0%
combined reciting drives percent packet
loss<01:13:04.409><c> her</c><01:13:04.849><c> performance</c><01:13:05.849><c> offered</c><01:13:06.449><c> with</c><01:13:07.199><c> links</c>

01:13:07.640 --> 01:13:07.650 align:start position:0%
loss her performance offered with links
 

01:13:07.650 --> 01:13:09.080 align:start position:0%
loss her performance offered with links
so<01:13:08.159><c> the</c><01:13:08.250><c> one</c><01:13:08.400><c> that</c><01:13:08.520><c> was</c><01:13:08.639><c> like</c><01:13:08.760><c> two</c><01:13:08.909><c> or</c><01:13:09.060><c> three</c>

01:13:09.080 --> 01:13:09.090 align:start position:0%
so the one that was like two or three
 

01:13:09.090 --> 01:13:10.850 align:start position:0%
so the one that was like two or three
team<01:13:09.449><c> you</c><01:13:09.750><c> know</c><01:13:09.840><c> we're</c><01:13:10.080><c> still</c><01:13:10.290><c> seeing</c><01:13:10.530><c> 50</c>

01:13:10.850 --> 01:13:10.860 align:start position:0%
team you know we're still seeing 50
 

01:13:10.860 --> 01:13:15.500 align:start position:0%
team you know we're still seeing 50
megabits<01:13:11.340><c> per</c><01:13:11.400><c> second</c>

01:13:15.500 --> 01:13:15.510 align:start position:0%
 
 

01:13:15.510 --> 01:13:17.660 align:start position:0%
 
cuz<01:13:16.080><c> it</c><01:13:16.230><c> does</c><01:13:16.470><c> the</c><01:13:16.650><c> like</c><01:13:16.950><c> infrastructure</c><01:13:17.430><c> for</c>

01:13:17.660 --> 01:13:17.670 align:start position:0%
cuz it does the like infrastructure for
 

01:13:17.670 --> 01:13:19.430 align:start position:0%
cuz it does the like infrastructure for
breakdown<01:13:18.120><c> or</c><01:13:18.360><c> like</c><01:13:18.480><c> people</c><01:13:18.810><c> throw</c><01:13:18.989><c> a</c><01:13:19.020><c> parrot</c>

01:13:19.430 --> 01:13:19.440 align:start position:0%
breakdown or like people throw a parrot
 

01:13:19.440 --> 01:13:23.240 align:start position:0%
breakdown or like people throw a parrot
like<01:13:19.650><c> how</c><01:13:20.430><c> does</c><01:13:20.489><c> that</c><01:13:20.700><c> work</c><01:13:21.360><c> yeah</c><01:13:22.290><c> so</c><01:13:22.860><c> this</c><01:13:23.130><c> is</c>

01:13:23.240 --> 01:13:23.250 align:start position:0%
like how does that work yeah so this is
 

01:13:23.250 --> 01:13:24.890 align:start position:0%
like how does that work yeah so this is
why<01:13:23.340><c> we</c><01:13:23.489><c> have</c><01:13:23.640><c> you</c><01:13:24.090><c> know</c><01:13:24.210><c> the</c><01:13:24.330><c> concept</c><01:13:24.660><c> of</c><01:13:24.780><c> the</c>

01:13:24.890 --> 01:13:24.900 align:start position:0%
why we have you know the concept of the
 

01:13:24.900 --> 01:13:26.210 align:start position:0%
why we have you know the concept of the
organizer<01:13:25.350><c> right</c><01:13:25.650><c> now</c><01:13:25.830><c> they're</c><01:13:26.040><c> kind</c><01:13:26.070><c> of</c>

01:13:26.210 --> 01:13:26.220 align:start position:0%
organizer right now they're kind of
 

01:13:26.220 --> 01:13:28.040 align:start position:0%
organizer right now they're kind of
prosecutor<01:13:26.700><c> a</c><01:13:26.730><c> but</c><01:13:27.120><c> unfortunately</c><01:13:27.660><c> the</c><01:13:27.780><c> radio</c>

01:13:28.040 --> 01:13:28.050 align:start position:0%
prosecutor a but unfortunately the radio
 

01:13:28.050 --> 01:13:29.870 align:start position:0%
prosecutor a but unfortunately the radio
hardware<01:13:28.470><c> is</c><01:13:28.680><c> it</c><01:13:28.890><c> completely</c><01:13:29.610><c> in</c><01:13:29.790><c> a</c>

01:13:29.870 --> 01:13:29.880 align:start position:0%
hardware is it completely in a
 

01:13:29.880 --> 01:13:31.190 align:start position:0%
hardware is it completely in a
permission<01:13:30.180><c> the</c><01:13:30.420><c> state</c><01:13:30.660><c> where</c><01:13:30.840><c> people</c><01:13:30.960><c> can</c>

01:13:31.190 --> 01:13:31.200 align:start position:0%
permission the state where people can
 

01:13:31.200 --> 01:13:32.479 align:start position:0%
permission the state where people can
just<01:13:31.230><c> leave</c><01:13:31.500><c> and</c><01:13:31.650><c> pop</c><01:13:31.800><c> them</c><01:13:31.980><c> off</c><01:13:32.130><c> and</c><01:13:32.400><c> they</c>

01:13:32.479 --> 01:13:32.489 align:start position:0%
just leave and pop them off and they
 

01:13:32.489 --> 01:13:34.220 align:start position:0%
just leave and pop them off and they
just<01:13:32.520><c> work</c><01:13:33.030><c> and</c><01:13:33.180><c> everything</c><01:13:33.510><c> doesn't</c><01:13:33.989><c> even</c>

01:13:34.220 --> 01:13:34.230 align:start position:0%
just work and everything doesn't even
 

01:13:34.230 --> 01:13:36.710 align:start position:0%
just work and everything doesn't even
configure<01:13:34.680><c> we're</c><01:13:35.520><c> excited</c><01:13:35.850><c> about</c><01:13:36.000><c> what</c><01:13:36.239><c> some</c>

01:13:36.710 --> 01:13:36.720 align:start position:0%
configure we're excited about what some
 

01:13:36.720 --> 01:13:38.000 align:start position:0%
configure we're excited about what some
some<01:13:37.200><c> of</c><01:13:37.260><c> the</c><01:13:37.320><c> things</c><01:13:37.350><c> that</c><01:13:37.560><c> are</c><01:13:37.650><c> coming</c><01:13:37.739><c> with</c>

01:13:38.000 --> 01:13:38.010 align:start position:0%
some of the things that are coming with
 

01:13:38.010 --> 01:13:39.860 align:start position:0%
some of the things that are coming with
the<01:13:38.130><c> informing</c><01:13:38.580><c> radio</c><01:13:38.880><c> so</c><01:13:39.210><c> that</c><01:13:39.239><c> there's</c><01:13:39.600><c> less</c>

01:13:39.860 --> 01:13:39.870 align:start position:0%
the informing radio so that there's less
 

01:13:39.870 --> 01:13:43.460 align:start position:0%
the informing radio so that there's less
of<01:13:39.900><c> the</c><01:13:40.710><c> aiming</c><01:13:41.550><c> and</c><01:13:41.970><c> kind</c><01:13:42.780><c> of</c><01:13:42.870><c> maintenance</c>

01:13:43.460 --> 01:13:43.470 align:start position:0%
of the aiming and kind of maintenance
 

01:13:43.470 --> 01:13:45.860 align:start position:0%
of the aiming and kind of maintenance
but<01:13:44.220><c> yeah</c><01:13:44.520><c> all</c><01:13:44.790><c> right</c><01:13:44.940><c> now</c><01:13:44.970><c> the</c><01:13:45.120><c> organizers</c><01:13:45.750><c> do</c>

01:13:45.860 --> 01:13:45.870 align:start position:0%
but yeah all right now the organizers do
 

01:13:45.870 --> 01:13:49.670 align:start position:0%
but yeah all right now the organizers do
that<01:13:46.020><c> well</c><01:13:46.230><c> when</c><01:13:46.350><c> they</c><01:13:46.470><c> get</c><01:13:46.590><c> painting</c><01:13:46.950><c> with</c><01:13:48.680><c> um</c>

01:13:49.670 --> 01:13:49.680 align:start position:0%
that well when they get painting with um
 

01:13:49.680 --> 01:13:51.890 align:start position:0%
that well when they get painting with um
comfort<01:13:50.040><c> than</c><01:13:50.250><c> the</c><01:13:50.340><c> issues</c><01:13:50.790><c> will</c><01:13:51.150><c> the</c><01:13:51.360><c> service</c>

01:13:51.890 --> 01:13:51.900 align:start position:0%
comfort than the issues will the service
 

01:13:51.900 --> 01:13:55.180 align:start position:0%
comfort than the issues will the service
providers<01:13:52.410><c> I</c><01:13:52.730><c> expect</c><01:13:53.730><c> that</c><01:13:53.910><c> that</c><01:13:54.120><c> might</c><01:13:54.420><c> be</c>

01:13:55.180 --> 01:13:55.190 align:start position:0%
providers I expect that that might be
 

01:13:55.190 --> 01:13:57.770 align:start position:0%
providers I expect that that might be
perfect<01:13:56.190><c> mission</c><01:13:56.340><c> to</c><01:13:56.700><c> resell</c><01:13:57.120><c> your</c><01:13:57.480><c> fans</c>

01:13:57.770 --> 01:13:57.780 align:start position:0%
perfect mission to resell your fans
 

01:13:57.780 --> 01:14:00.710 align:start position:0%
perfect mission to resell your fans
which<01:13:58.050><c> to</c><01:13:58.230><c> either</c><01:13:58.350><c> exam</c><01:13:59.239><c> well</c><01:14:00.239><c> we</c><01:14:00.360><c> do</c><01:14:00.540><c> use</c><01:14:00.690><c> a</c>

01:14:00.710 --> 01:14:00.720 align:start position:0%
which to either exam well we do use a
 

01:14:00.720 --> 01:14:03.320 align:start position:0%
which to either exam well we do use a
whole<01:14:00.989><c> cell</c><01:14:01.200><c> connection</c><01:14:01.739><c> so</c><01:14:02.040><c> we</c><01:14:02.790><c> are</c><01:14:03.090><c> just</c>

01:14:03.320 --> 01:14:03.330 align:start position:0%
whole cell connection so we are just
 

01:14:03.330 --> 01:14:04.550 align:start position:0%
whole cell connection so we are just
operating<01:14:03.570><c> as</c><01:14:03.840><c> an</c><01:14:03.989><c> Internet</c><01:14:04.440><c> service</c>

01:14:04.550 --> 01:14:04.560 align:start position:0%
operating as an Internet service
 

01:14:04.560 --> 01:14:06.260 align:start position:0%
operating as an Internet service
provider<01:14:05.010><c> at</c><01:14:05.220><c> some</c><01:14:05.460><c> point</c><01:14:05.820><c> in</c><01:14:06.000><c> the</c><01:14:06.090><c> network</c>

01:14:06.260 --> 01:14:06.270 align:start position:0%
provider at some point in the network
 

01:14:06.270 --> 01:14:08.810 align:start position:0%
provider at some point in the network
order<01:14:06.930><c> gateway</c><01:14:07.380><c> however</c><01:14:08.280><c> what's</c><01:14:08.550><c> been</c><01:14:08.700><c> really</c>

01:14:08.810 --> 01:14:08.820 align:start position:0%
order gateway however what's been really
 

01:14:08.820 --> 01:14:10.640 align:start position:0%
order gateway however what's been really
interesting<01:14:09.390><c> is</c><01:14:09.480><c> that</c><01:14:09.510><c> some</c><01:14:09.840><c> people</c><01:14:10.200><c> some</c><01:14:10.590><c> of</c>

01:14:10.640 --> 01:14:10.650 align:start position:0%
interesting is that some people some of
 

01:14:10.650 --> 01:14:11.990 align:start position:0%
interesting is that some people some of
the<01:14:10.770><c> Internet</c><01:14:11.040><c> service</c><01:14:11.340><c> providers</c><01:14:11.790><c> have</c>

01:14:11.990 --> 01:14:12.000 align:start position:0%
the Internet service providers have
 

01:14:12.000 --> 01:14:14.750 align:start position:0%
the Internet service providers have
actually<01:14:12.739><c> at</c><01:14:13.739><c> first</c><01:14:14.010><c> been</c><01:14:14.190><c> really</c><01:14:14.460><c> business</c>

01:14:14.750 --> 01:14:14.760 align:start position:0%
actually at first been really business
 

01:14:14.760 --> 01:14:16.820 align:start position:0%
actually at first been really business
in<01:14:14.910><c> it</c><01:14:15.030><c> and</c><01:14:15.210><c> then</c><01:14:15.510><c> thought</c><01:14:16.350><c> this</c><01:14:16.620><c> might</c><01:14:16.770><c> be</c>

01:14:16.820 --> 01:14:16.830 align:start position:0%
in it and then thought this might be
 

01:14:16.830 --> 01:14:18.350 align:start position:0%
in it and then thought this might be
actually<01:14:17.160><c> a</c><01:14:17.280><c> pretty</c><01:14:17.489><c> cool</c><01:14:17.670><c> idea</c><01:14:17.730><c> so</c><01:14:18.239><c> I</c><01:14:18.270><c> think</c>

01:14:18.350 --> 01:14:18.360 align:start position:0%
actually a pretty cool idea so I think
 

01:14:18.360 --> 01:14:19.790 align:start position:0%
actually a pretty cool idea so I think
we'll<01:14:18.570><c> see</c><01:14:18.720><c> how</c><01:14:18.750><c> these</c><01:14:18.960><c> networks</c><01:14:19.350><c> growing</c><01:14:19.739><c> to</c>

01:14:19.790 --> 01:14:19.800 align:start position:0%
we'll see how these networks growing to
 

01:14:19.800 --> 01:14:21.440 align:start position:0%
we'll see how these networks growing to
stop<01:14:20.010><c> the</c><01:14:20.160><c> space</c><01:14:20.400><c> they're</c><01:14:20.760><c> gonna</c><01:14:20.850><c> come</c><01:14:21.090><c> up</c><01:14:21.120><c> for</c>

01:14:21.440 --> 01:14:21.450 align:start position:0%
stop the space they're gonna come up for
 

01:14:21.450 --> 01:14:23.450 align:start position:0%
stop the space they're gonna come up for
this<01:14:21.600><c> out</c><01:14:21.750><c> the</c><01:14:21.900><c> other</c><01:14:21.930><c> gateways</c><01:14:22.650><c> like</c><01:14:23.250><c> what</c>

01:14:23.450 --> 01:14:23.460 align:start position:0%
this out the other gateways like what
 

01:14:23.460 --> 01:14:25.310 align:start position:0%
this out the other gateways like what
are<01:14:23.610><c> the</c><01:14:23.790><c> reasons</c><01:14:24.180><c> for</c><01:14:24.239><c> that</c><01:14:24.480><c> you</c><01:14:24.720><c> think</c><01:14:25.170><c> this</c>

01:14:25.310 --> 01:14:25.320 align:start position:0%
are the reasons for that you think this
 

01:14:25.320 --> 01:14:30.800 align:start position:0%
are the reasons for that you think this
is<01:14:25.470><c> like</c><01:14:28.640><c> why</c><01:14:29.640><c> do</c><01:14:29.700><c> you</c><01:14:29.850><c> think</c><01:14:30.090><c> they</c><01:14:30.300><c> would</c><01:14:30.780><c> be</c>

01:14:30.800 --> 01:14:30.810 align:start position:0%
is like why do you think they would be
 

01:14:30.810 --> 01:14:35.090 align:start position:0%
is like why do you think they would be
killed<01:14:31.650><c> bad</c><01:14:33.230><c> um</c><01:14:34.230><c> well</c><01:14:34.650><c> I</c><01:14:34.680><c> think</c><01:14:34.800><c> there's</c>

01:14:35.090 --> 01:14:35.100 align:start position:0%
killed bad um well I think there's
 

01:14:35.100 --> 01:14:39.460 align:start position:0%
killed bad um well I think there's
always<01:14:35.250><c> legacy</c><01:14:35.970><c> resistance</c><01:14:36.870><c> to</c><01:14:36.960><c> change</c><01:14:37.550><c> but</c><01:14:38.550><c> I</c>

01:14:39.460 --> 01:14:39.470 align:start position:0%
always legacy resistance to change but I
 

01:14:39.470 --> 01:14:42.399 align:start position:0%
always legacy resistance to change but I
think<01:14:40.470><c> I</c><01:14:40.560><c> think</c><01:14:40.770><c> as</c><01:14:40.890><c> time</c><01:14:41.280><c> goes</c><01:14:41.489><c> on</c><01:14:41.580><c> that</c>

01:14:42.399 --> 01:14:42.409 align:start position:0%
think I think as time goes on that
 

01:14:42.409 --> 01:14:43.510 align:start position:0%
think I think as time goes on that
they'll<01:14:42.530><c> see</c><01:14:42.679><c> the</c><01:14:42.770><c> market</c><01:14:43.040><c> potential</c><01:14:43.280><c> that's</c>

01:14:43.510 --> 01:14:43.520 align:start position:0%
they'll see the market potential that's
 

01:14:43.520 --> 01:14:45.580 align:start position:0%
they'll see the market potential that's
less<01:14:43.790><c> lost</c><01:14:44.030><c> give</c><01:14:44.810><c> a</c><01:14:44.900><c> plaintiff</c><01:14:45.290><c> and</c><01:14:45.350><c> I</c><01:14:45.469><c> ask</c>

01:14:45.580 --> 01:14:45.590 align:start position:0%
less lost give a plaintiff and I ask
 

01:14:45.590 --> 01:14:49.720 align:start position:0%
less lost give a plaintiff and I ask
advise<01:14:46.010><c> you</c><01:14:47.860><c> to</c><01:14:48.860><c> agree</c><01:14:49.070><c> we</c><01:14:49.250><c> would</c><01:14:49.520><c> hope</c><01:14:49.670><c> that</c>

01:14:49.720 --> 01:14:49.730 align:start position:0%
advise you to agree we would hope that
 

01:14:49.730 --> 01:14:52.870 align:start position:0%
advise you to agree we would hope that
they<01:14:49.909><c> would</c><01:14:49.940><c> just</c><01:14:50.120><c> run</c><01:14:50.239><c> the</c><01:14:51.310><c> okay</c><01:14:52.310><c> how</c><01:14:52.699><c> do</c><01:14:52.760><c> you</c>

01:14:52.870 --> 01:14:52.880 align:start position:0%
they would just run the okay how do you
 

01:14:52.880 --> 01:14:54.580 align:start position:0%
they would just run the okay how do you
sustain<01:14:53.150><c> your</c><01:14:53.570><c> work</c><01:14:53.840><c> because</c><01:14:54.230><c> you</c><01:14:54.320><c> said</c><01:14:54.500><c> an</c>

01:14:54.580 --> 01:14:54.590 align:start position:0%
sustain your work because you said an
 

01:14:54.590 --> 01:14:56.830 align:start position:0%
sustain your work because you said an
adult<01:14:54.889><c> extract</c><01:14:55.340><c> value</c><01:14:55.730><c> from</c><01:14:55.880><c> this</c><01:14:56.239><c> community</c>

01:14:56.830 --> 01:14:56.840 align:start position:0%
adult extract value from this community
 

01:14:56.840 --> 01:14:59.070 align:start position:0%
adult extract value from this community
that<01:14:57.020><c> also</c><01:14:57.320><c> start</c><01:14:57.590><c> the</c><01:14:57.739><c> caduceus</c><01:14:58.219><c> than</c><01:14:58.429><c> your</c>

01:14:59.070 --> 01:14:59.080 align:start position:0%
that also start the caduceus than your
 

01:14:59.080 --> 01:15:02.410 align:start position:0%
that also start the caduceus than your
yeah<01:15:00.080><c> so</c><01:15:01.060><c> we're</c><01:15:02.060><c> working</c>

01:15:02.410 --> 01:15:02.420 align:start position:0%
yeah so we're working
 

01:15:02.420 --> 01:15:06.729 align:start position:0%
yeah so we're working
we're<01:15:02.540><c> building</c><01:15:02.690><c> a</c><01:15:04.570><c> cosmos</c><01:15:05.570><c> for</c><01:15:05.719><c> change</c><01:15:06.020><c> so</c>

01:15:06.729 --> 01:15:06.739 align:start position:0%
we're building a cosmos for change so
 

01:15:06.739 --> 01:15:08.709 align:start position:0%
we're building a cosmos for change so
that<01:15:06.770><c> people</c><01:15:07.460><c> will</c><01:15:07.550><c> pay</c><01:15:07.730><c> with</c><01:15:07.880><c> the</c><01:15:08.030><c> period</c><01:15:08.449><c> and</c>

01:15:08.709 --> 01:15:08.719 align:start position:0%
that people will pay with the period and
 

01:15:08.719 --> 01:15:11.410 align:start position:0%
that people will pay with the period and
then<01:15:08.870><c> it</c><01:15:08.900><c> will</c><01:15:09.440><c> fetch</c><01:15:10.429><c> to</c><01:15:10.670><c> our</c><01:15:10.760><c> token</c><01:15:11.120><c> so</c><01:15:11.360><c> no</c>

01:15:11.410 --> 01:15:11.420 align:start position:0%
then it will fetch to our token so no
 

01:15:11.420 --> 01:15:14.860 align:start position:0%
then it will fetch to our token so no
seven<01:15:11.840><c> areas</c><01:15:12.699><c> minor</c><01:15:13.699><c> five</c><01:15:14.389><c> percent</c><01:15:14.719><c> of</c><01:15:14.810><c> the</c>

01:15:14.860 --> 01:15:14.870 align:start position:0%
seven areas minor five percent of the
 

01:15:14.870 --> 01:15:16.780 align:start position:0%
seven areas minor five percent of the
transaction<01:15:15.350><c> easier</c><01:15:15.739><c> to</c><01:15:15.949><c> get</c><01:15:16.070><c> token</c><01:15:16.280><c> holders</c>

01:15:16.780 --> 01:15:16.790 align:start position:0%
transaction easier to get token holders
 

01:15:16.790 --> 01:15:18.850 align:start position:0%
transaction easier to get token holders
actually<01:15:17.179><c> well</c><01:15:17.360><c> so</c><01:15:17.630><c> for</c><01:15:18.110><c> end-users</c><01:15:18.380><c> they'll</c>

01:15:18.850 --> 01:15:18.860 align:start position:0%
actually well so for end-users they'll
 

01:15:18.860 --> 01:15:21.220 align:start position:0%
actually well so for end-users they'll
still<01:15:19.130><c> have</c><01:15:19.489><c> the</c><01:15:19.969><c> same</c><01:15:20.179><c> process</c><01:15:20.480><c> of</c><01:15:20.900><c> buying</c>

01:15:21.220 --> 01:15:21.230 align:start position:0%
still have the same process of buying
 

01:15:21.230 --> 01:15:25.240 align:start position:0%
still have the same process of buying
ethan<01:15:21.739><c> routers</c><01:15:22.580><c> but</c><01:15:23.270><c> then</c><01:15:23.630><c> our</c><01:15:24.350><c> companies</c>

01:15:25.240 --> 01:15:25.250 align:start position:0%
ethan routers but then our companies
 

01:15:25.250 --> 01:15:43.000 align:start position:0%
ethan routers but then our companies
actually<01:15:40.600><c> yeah</c><01:15:41.600><c> this</c><01:15:41.810><c> dog</c><01:15:42.230><c> is</c><01:15:42.440><c> savvy</c><01:15:42.830><c> team</c>

01:15:43.000 --> 01:15:43.010 align:start position:0%
actually yeah this dog is savvy team
 

01:15:43.010 --> 01:15:44.620 align:start position:0%
actually yeah this dog is savvy team
provides<01:15:43.400><c> because</c><01:15:43.790><c> i</c><01:15:43.850><c> was</c><01:15:44.150><c> invited</c>

01:15:44.620 --> 01:15:44.630 align:start position:0%
provides because i was invited
 

01:15:44.630 --> 01:15:47.530 align:start position:0%
provides because i was invited
yesterday<01:15:45.080><c> fat</c><01:15:45.260><c> i</c><01:15:45.409><c> i'm</c><01:15:45.650><c> given</c><01:15:46.070><c> a</c><01:15:46.190><c> longer</c><01:15:47.060><c> stop</c>

01:15:47.530 --> 01:15:47.540 align:start position:0%
yesterday fat i i'm given a longer stop
 

01:15:47.540 --> 01:15:50.879 align:start position:0%
yesterday fat i i'm given a longer stop
at<01:15:47.840><c> working</c><01:15:48.290><c> swans</c><01:15:49.130><c> recognition</c><01:15:49.969><c> a</c><01:15:50.090><c> soprano</c>

01:15:50.879 --> 01:15:50.889 align:start position:0%
at working swans recognition a soprano
 

01:15:50.889 --> 01:15:56.160 align:start position:0%
at working swans recognition a soprano
so<01:15:51.889><c> little</c><01:15:52.820><c> bit</c><01:15:52.940><c> about</c><01:15:53.210><c> me</c><01:15:54.040><c> Tirion</c>

01:15:56.160 --> 01:15:56.170 align:start position:0%
so little bit about me Tirion
 

01:15:56.170 --> 01:15:59.580 align:start position:0%
so little bit about me Tirion
Athene<01:15:57.100><c> I</c><01:15:57.220><c> was</c><01:15:57.430><c> doing</c><01:15:58.150><c> research</c><01:15:58.300><c> on</c><01:15:58.810><c> the</c>

01:15:59.580 --> 01:15:59.590 align:start position:0%
Athene I was doing research on the
 

01:15:59.590 --> 01:16:03.600 align:start position:0%
Athene I was doing research on the
racial<01:15:59.800><c> codes</c><01:16:00.540><c> for</c><01:16:01.540><c> cloud</c><01:16:02.020><c> storage</c><01:16:02.320><c> and</c><01:16:03.100><c> we</c>

01:16:03.600 --> 01:16:03.610 align:start position:0%
racial codes for cloud storage and we
 

01:16:03.610 --> 01:16:06.120 align:start position:0%
racial codes for cloud storage and we
have<01:16:03.730><c> to</c><01:16:03.850><c> be</c><01:16:03.970><c> a</c><01:16:04.000><c> systems</c><01:16:04.570><c> I</c><01:16:04.840><c> did</c><01:16:05.410><c> my</c><01:16:05.620><c> PhD</c><01:16:05.680><c> in</c>

01:16:06.120 --> 01:16:06.130 align:start position:0%
have to be a systems I did my PhD in
 

01:16:06.130 --> 01:16:08.970 align:start position:0%
have to be a systems I did my PhD in
Switzerland<01:16:06.850><c> I</c><01:16:07.060><c> also</c><01:16:07.300><c> I</c><01:16:07.540><c> did</c><01:16:07.810><c> disorder</c><01:16:08.770><c> center</c>

01:16:08.970 --> 01:16:08.980 align:start position:0%
Switzerland I also I did disorder center
 

01:16:08.980 --> 01:16:15.410 align:start position:0%
Switzerland I also I did disorder center
at<01:16:09.370><c> UC</c><01:16:10.180><c> Santa</c><01:16:10.450><c> Cruz</c><01:16:11.640><c> since</c><01:16:12.640><c> during</c><01:16:13.510><c> my</c><01:16:13.810><c> PhD</c><01:16:14.020><c> I</c>

01:16:15.410 --> 01:16:15.420 align:start position:0%
at UC Santa Cruz since during my PhD I
 

01:16:15.420 --> 01:16:19.290 align:start position:0%
at UC Santa Cruz since during my PhD I
produced<01:16:16.420><c> the</c><01:16:16.630><c> alfonseca</c><01:16:17.500><c> macros</c><01:16:18.040><c> and</c><01:16:18.430><c> the</c>

01:16:19.290 --> 01:16:19.300 align:start position:0%
produced the alfonseca macros and the
 

01:16:19.300 --> 01:16:21.180 align:start position:0%
produced the alfonseca macros and the
since<01:16:19.570><c> last</c><01:16:19.870><c> year</c><01:16:20.140><c> I</c><01:16:20.350><c> started</c><01:16:20.500><c> collaborating</c>

01:16:21.180 --> 01:16:21.190 align:start position:0%
since last year I started collaborating
 

01:16:21.190 --> 01:16:23.910 align:start position:0%
since last year I started collaborating
with<01:16:21.730><c> the</c><01:16:21.880><c> people</c><01:16:22.180><c> from</c><01:16:22.390><c> the</c><01:16:22.570><c> fever</c><01:16:22.780><c> swamp</c><01:16:23.170><c> to</c>

01:16:23.910 --> 01:16:23.920 align:start position:0%
with the people from the fever swamp to
 

01:16:23.920 --> 01:16:26.190 align:start position:0%
with the people from the fever swamp to
see<01:16:24.160><c> if</c><01:16:24.280><c> we</c><01:16:24.400><c> can</c><01:16:24.520><c> implement</c><01:16:24.850><c> this</c><01:16:25.210><c> coach</c><01:16:25.720><c> in</c>

01:16:26.190 --> 01:16:26.200 align:start position:0%
see if we can implement this coach in
 

01:16:26.200 --> 01:16:30.380 align:start position:0%
see if we can implement this coach in
Swan<01:16:26.680><c> to</c><01:16:26.950><c> make</c><01:16:27.130><c> the</c><01:16:27.340><c> Swan</c><01:16:27.910><c> more</c><01:16:28.210><c> robust</c><01:16:28.630><c> and</c>

01:16:30.380 --> 01:16:30.390 align:start position:0%
Swan to make the Swan more robust and
 

01:16:30.390 --> 01:16:33.360 align:start position:0%
Swan to make the Swan more robust and
since<01:16:31.390><c> this</c><01:16:31.600><c> year</c><01:16:31.960><c> I</c><01:16:32.230><c> joined</c><01:16:32.320><c> the</c><01:16:32.800><c> BB</c><01:16:33.070><c> change</c>

01:16:33.360 --> 01:16:33.370 align:start position:0%
since this year I joined the BB change
 

01:16:33.370 --> 01:16:35.670 align:start position:0%
since this year I joined the BB change
Norwegian<01:16:34.210><c> project</c><01:16:34.660><c> at</c><01:16:34.780><c> University</c><01:16:35.320><c> of</c><01:16:35.380><c> Festa</c>

01:16:35.670 --> 01:16:35.680 align:start position:0%
Norwegian project at University of Festa
 

01:16:35.680 --> 01:16:39.450 align:start position:0%
Norwegian project at University of Festa
Wonga<01:16:36.070><c> which</c><01:16:36.730><c> aims</c><01:16:37.240><c> to</c><01:16:37.680><c> develop</c><01:16:38.680><c> disease</c>

01:16:39.450 --> 01:16:39.460 align:start position:0%
Wonga which aims to develop disease
 

01:16:39.460 --> 01:16:43.050 align:start position:0%
Wonga which aims to develop disease
assist<01:16:39.940><c> them</c><01:16:40.120><c> to</c><01:16:40.230><c> verify</c><01:16:41.230><c> documents</c><01:16:42.190><c> and</c><01:16:42.370><c> the</c>

01:16:43.050 --> 01:16:43.060 align:start position:0%
assist them to verify documents and the
 

01:16:43.060 --> 01:16:45.960 align:start position:0%
assist them to verify documents and the
first<01:16:43.420><c> use</c><01:16:43.630><c> case</c><01:16:43.750><c> is</c><01:16:44.140><c> like</c><01:16:44.350><c> diploma</c><01:16:44.830><c> so</c><01:16:45.220><c> so</c><01:16:45.550><c> so</c>

01:16:45.960 --> 01:16:45.970 align:start position:0%
first use case is like diploma so so so
 

01:16:45.970 --> 01:16:48.120 align:start position:0%
first use case is like diploma so so so
we<01:16:46.120><c> can</c><01:16:46.330><c> have</c><01:16:46.540><c> the</c><01:16:46.720><c> digital</c><01:16:47.170><c> diploma</c><01:16:47.560><c> verified</c>

01:16:48.120 --> 01:16:48.130 align:start position:0%
we can have the digital diploma verified
 

01:16:48.130 --> 01:16:50.310 align:start position:0%
we can have the digital diploma verified
that<01:16:48.310><c> this</c><01:16:48.490><c> is</c><01:16:48.670><c> a</c><01:16:48.790><c> real</c><01:16:49.120><c> drama</c><01:16:49.720><c> and</c><01:16:49.990><c> all</c><01:16:50.110><c> the</c>

01:16:50.310 --> 01:16:50.320 align:start position:0%
that this is a real drama and all the
 

01:16:50.320 --> 01:16:54.930 align:start position:0%
that this is a real drama and all the
process<01:16:51.570><c> the</c><01:16:52.570><c> process</c><01:16:52.960><c> of</c><01:16:53.200><c> the</c><01:16:53.350><c> student</c><01:16:53.940><c> I'm</c>

01:16:54.930 --> 01:16:54.940 align:start position:0%
process the process of the student I'm
 

01:16:54.940 --> 01:16:57.180 align:start position:0%
process the process of the student I'm
for<01:16:55.240><c> supervising</c><01:16:55.690><c> the</c><01:16:55.960><c> work</c><01:16:56.350><c> of</c><01:16:56.560><c> these</c><01:16:56.950><c> two</c>

01:16:57.180 --> 01:16:57.190 align:start position:0%
for supervising the work of these two
 

01:16:57.190 --> 01:16:59.610 align:start position:0%
for supervising the work of these two
students<01:16:57.670><c> were</c><01:16:58.180><c> seeing</c><01:16:58.540><c> who</c><01:16:58.780><c> is</c><01:16:58.900><c> working</c><01:16:59.320><c> on</c>

01:16:59.610 --> 01:16:59.620 align:start position:0%
students were seeing who is working on
 

01:16:59.620 --> 01:17:01.110 align:start position:0%
students were seeing who is working on
the<01:16:59.770><c> actuary</c><01:17:00.160><c> and</c><01:17:00.310><c> the</c><01:17:00.400><c> implementation</c><01:17:01.030><c> of</c>

01:17:01.110 --> 01:17:01.120 align:start position:0%
the actuary and the implementation of
 

01:17:01.120 --> 01:17:04.800 align:start position:0%
the actuary and the implementation of
autonomy<01:17:01.630><c> calcium</c><01:17:02.020><c> swab</c><01:17:02.290><c> so</c><01:17:03.100><c> he</c><01:17:03.490><c> is</c><01:17:03.690><c> here</c><01:17:04.690><c> a</c>

01:17:04.800 --> 01:17:04.810 align:start position:0%
autonomy calcium swab so he is here a
 

01:17:04.810 --> 01:17:06.540 align:start position:0%
autonomy calcium swab so he is here a
second<01:17:05.260><c> comes</c><01:17:05.500><c> he</c><01:17:05.680><c> will</c><01:17:05.800><c> be</c><01:17:05.950><c> talking</c><01:17:06.220><c> with</c><01:17:06.400><c> me</c>

01:17:06.540 --> 01:17:06.550 align:start position:0%
second comes he will be talking with me
 

01:17:06.550 --> 01:17:07.800 align:start position:0%
second comes he will be talking with me
is<01:17:07.150><c> optimal</c>

01:17:07.800 --> 01:17:07.810 align:start position:0%
is optimal
 

01:17:07.810 --> 01:17:09.840 align:start position:0%
is optimal
another<01:17:08.440><c> your</c><01:17:08.710><c> who</c><01:17:08.920><c> is</c><01:17:08.950><c> focused</c><01:17:09.280><c> on</c><01:17:09.490><c> the</c><01:17:09.640><c> part</c>

01:17:09.840 --> 01:17:09.850 align:start position:0%
another your who is focused on the part
 

01:17:09.850 --> 01:17:13.550 align:start position:0%
another your who is focused on the part
of<01:17:09.940><c> their</c><01:17:10.120><c> contract</c><01:17:10.690><c> and</c><01:17:10.960><c> verification</c><01:17:11.760><c> so</c>

01:17:13.550 --> 01:17:13.560 align:start position:0%
of their contract and verification so
 

01:17:13.560 --> 01:17:17.250 align:start position:0%
of their contract and verification so
this<01:17:14.560><c> is</c><01:17:14.710><c> very</c><01:17:15.010><c> very</c><01:17:15.330><c> short</c><01:17:16.330><c> idea</c><01:17:16.840><c> of</c><01:17:17.050><c> what</c><01:17:17.230><c> I</c>

01:17:17.250 --> 01:17:17.260 align:start position:0%
this is very very short idea of what I
 

01:17:17.260 --> 01:17:22.479 align:start position:0%
this is very very short idea of what I
am<01:17:17.440><c> working</c><01:17:17.650><c> on</c><01:17:17.980><c> that</c><01:17:18.310><c> you</c><01:17:18.340><c> can</c><01:17:19.200><c> get</c><01:17:20.200><c> more</c><01:17:20.500><c> info</c>

01:17:22.479 --> 01:17:22.489 align:start position:0%
am working on that you can get more info
 

01:17:22.489 --> 01:17:26.110 align:start position:0%
am working on that you can get more info
so<01:17:22.970><c> basically</c><01:17:23.630><c> the</c><01:17:24.590><c> main</c><01:17:25.190><c> method</c><01:17:25.760><c> of</c><01:17:25.940><c> them</c>

01:17:26.110 --> 01:17:26.120 align:start position:0%
so basically the main method of them
 

01:17:26.120 --> 01:17:29.530 align:start position:0%
so basically the main method of them
simple<01:17:26.900><c> way</c><01:17:27.110><c> of</c><01:17:27.140><c> getting</c><01:17:28.300><c> redundancies</c><01:17:29.300><c> just</c>

01:17:29.530 --> 01:17:29.540 align:start position:0%
simple way of getting redundancies just
 

01:17:29.540 --> 01:17:32.680 align:start position:0%
simple way of getting redundancies just
copied<01:17:29.870><c> your</c><01:17:29.989><c> MacDonald</c><01:17:30.560><c> and</c><01:17:31.250><c> this</c><01:17:31.489><c> is</c><01:17:31.700><c> this</c>

01:17:32.680 --> 01:17:32.690 align:start position:0%
copied your MacDonald and this is this
 

01:17:32.690 --> 01:17:36.570 align:start position:0%
copied your MacDonald and this is this
is<01:17:32.900><c> a</c><01:17:33.160><c> very</c><01:17:34.160><c> popular</c><01:17:34.850><c> and</c><01:17:35.390><c> easy</c><01:17:35.540><c> way</c><01:17:35.780><c> of</c><01:17:35.810><c> just</c>

01:17:36.570 --> 01:17:36.580 align:start position:0%
is a very popular and easy way of just
 

01:17:36.580 --> 01:17:39.130 align:start position:0%
is a very popular and easy way of just
keep<01:17:37.580><c> replicating</c><01:17:37.820><c> data</c><01:17:38.420><c> so</c><01:17:38.810><c> this</c><01:17:38.989><c> is</c>

01:17:39.130 --> 01:17:39.140 align:start position:0%
keep replicating data so this is
 

01:17:39.140 --> 01:17:41.020 align:start position:0%
keep replicating data so this is
basically<01:17:39.500><c> the</c><01:17:39.739><c> man</c><01:17:39.950><c> from</c><01:17:40.190><c> behind</c><01:17:40.580><c> this</c><01:17:40.760><c> is</c>

01:17:41.020 --> 01:17:41.030 align:start position:0%
basically the man from behind this is
 

01:17:41.030 --> 01:17:41.950 align:start position:0%
basically the man from behind this is
the<01:17:41.239><c> more</c><01:17:41.480><c> the</c><01:17:41.630><c> better</c>

01:17:41.950 --> 01:17:41.960 align:start position:0%
the more the better
 

01:17:41.960 --> 01:17:44.020 align:start position:0%
the more the better
which<01:17:42.200><c> do</c><01:17:42.320><c> you</c><01:17:42.410><c> have</c><01:17:42.590><c> more</c><01:17:42.920><c> more</c><01:17:43.340><c> replicas</c><01:17:44.000><c> you</c>

01:17:44.020 --> 01:17:44.030 align:start position:0%
which do you have more more replicas you
 

01:17:44.030 --> 01:17:46.870 align:start position:0%
which do you have more more replicas you
can<01:17:44.480><c> tolerate</c><01:17:44.660><c> more</c><01:17:44.930><c> crazy</c><01:17:45.470><c> machines</c><01:17:45.950><c> if</c><01:17:46.190><c> the</c>

01:17:46.870 --> 01:17:46.880 align:start position:0%
can tolerate more crazy machines if the
 

01:17:46.880 --> 01:17:49.000 align:start position:0%
can tolerate more crazy machines if the
network<01:17:47.060><c> is</c><01:17:47.390><c> not</c><01:17:47.450><c> good</c><01:17:47.840><c> the</c><01:17:48.080><c> nodes</c><01:17:48.320><c> disappear</c>

01:17:49.000 --> 01:17:49.010 align:start position:0%
network is not good the nodes disappear
 

01:17:49.010 --> 01:17:51.430 align:start position:0%
network is not good the nodes disappear
so<01:17:49.340><c> you</c><01:17:49.370><c> can</c><01:17:49.790><c> still</c><01:17:50.030><c> save</c><01:17:50.690><c> your</c><01:17:50.840><c> data</c><01:17:51.050><c> recover</c>

01:17:51.430 --> 01:17:51.440 align:start position:0%
so you can still save your data recover
 

01:17:51.440 --> 01:17:54.490 align:start position:0%
so you can still save your data recover
your<01:17:51.650><c> file</c><01:17:51.920><c> but</c><01:17:52.700><c> this</c><01:17:53.090><c> has</c><01:17:53.500><c> disadvantage</c>

01:17:54.490 --> 01:17:54.500 align:start position:0%
your file but this has disadvantage
 

01:17:54.500 --> 01:17:58.630 align:start position:0%
your file but this has disadvantage
which<01:17:54.710><c> is</c><01:17:54.890><c> the</c><01:17:55.130><c> space</c><01:17:55.520><c> overhead</c><01:17:56.739><c> then</c><01:17:57.739><c> we</c><01:17:58.430><c> have</c>

01:17:58.630 --> 01:17:58.640 align:start position:0%
which is the space overhead then we have
 

01:17:58.640 --> 01:18:01.660 align:start position:0%
which is the space overhead then we have
another<01:17:59.060><c> approach</c><01:17:59.720><c> to</c><01:18:00.130><c> achieve</c><01:18:01.130><c> redundancy</c>

01:18:01.660 --> 01:18:01.670 align:start position:0%
another approach to achieve redundancy
 

01:18:01.670 --> 01:18:03.880 align:start position:0%
another approach to achieve redundancy
which<01:18:01.940><c> is</c><01:18:02.090><c> with</c><01:18:02.630><c> your</c><01:18:02.750><c> racial</c><01:18:02.960><c> coding</c><01:18:03.350><c> spacing</c>

01:18:03.880 --> 01:18:03.890 align:start position:0%
which is with your racial coding spacing
 

01:18:03.890 --> 01:18:06.160 align:start position:0%
which is with your racial coding spacing
the<01:18:04.010><c> MDS</c><01:18:04.489><c> codes</c><01:18:04.850><c> or</c><01:18:05.150><c> read</c><01:18:05.390><c> sort</c><01:18:05.660><c> of</c><01:18:05.720><c> accounts</c>

01:18:06.160 --> 01:18:06.170 align:start position:0%
the MDS codes or read sort of accounts
 

01:18:06.170 --> 01:18:09.400 align:start position:0%
the MDS codes or read sort of accounts
which<01:18:06.890><c> have</c><01:18:07.250><c> the</c><01:18:08.060><c> mantra</c><01:18:08.510><c> behind</c><01:18:08.870><c> that</c><01:18:09.050><c> is</c><01:18:09.200><c> the</c>

01:18:09.400 --> 01:18:09.410 align:start position:0%
which have the mantra behind that is the
 

01:18:09.410 --> 01:18:11.320 align:start position:0%
which have the mantra behind that is the
less<01:18:09.770><c> the</c><01:18:09.950><c> better</c><01:18:10.100><c> because</c><01:18:10.460><c> you</c><01:18:10.760><c> want</c><01:18:10.940><c> to</c><01:18:11.000><c> save</c>

01:18:11.320 --> 01:18:11.330 align:start position:0%
less the better because you want to save
 

01:18:11.330 --> 01:18:16.479 align:start position:0%
less the better because you want to save
a<01:18:11.360><c> space</c><01:18:11.870><c> and</c><01:18:12.410><c> buy</c><01:18:13.450><c> it</c><01:18:14.620><c> here</c><01:18:15.620><c> a</c><01:18:15.770><c> circle</c><01:18:16.190><c> in</c><01:18:16.310><c> your</c>

01:18:16.479 --> 01:18:16.489 align:start position:0%
a space and buy it here a circle in your
 

01:18:16.489 --> 01:18:18.910 align:start position:0%
a space and buy it here a circle in your
data<01:18:16.730><c> but</c><01:18:17.030><c> basically</c><01:18:17.480><c> you</c><01:18:17.720><c> you</c><01:18:18.110><c> do</c><01:18:18.350><c> is</c><01:18:18.590><c> like</c>

01:18:18.910 --> 01:18:18.920 align:start position:0%
data but basically you you do is like
 

01:18:18.920 --> 01:18:21.550 align:start position:0%
data but basically you you do is like
served<01:18:19.790><c> in</c><01:18:19.940><c> your</c><01:18:20.060><c> file</c><01:18:20.420><c> and</c><01:18:20.660><c> then</c><01:18:20.840><c> creating</c>

01:18:21.550 --> 01:18:21.560 align:start position:0%
served in your file and then creating
 

01:18:21.560 --> 01:18:25.330 align:start position:0%
served in your file and then creating
some<01:18:21.770><c> extra</c><01:18:22.340><c> blocks</c><01:18:22.610><c> but</c><01:18:23.330><c> now</c><01:18:23.540><c> you</c><01:18:24.080><c> use</c><01:18:24.650><c> less</c>

01:18:25.330 --> 01:18:25.340 align:start position:0%
some extra blocks but now you use less
 

01:18:25.340 --> 01:18:27.940 align:start position:0%
some extra blocks but now you use less
space<01:18:25.760><c> of</c><01:18:26.060><c> a</c><01:18:26.150><c> fat</c><01:18:26.420><c> but</c><01:18:27.140><c> the</c><01:18:27.260><c> problem</c><01:18:27.680><c> with</c><01:18:27.800><c> is</c>

01:18:27.940 --> 01:18:27.950 align:start position:0%
space of a fat but the problem with is
 

01:18:27.950 --> 01:18:30.880 align:start position:0%
space of a fat but the problem with is
with<01:18:28.400><c> this</c><01:18:28.550><c> method</c><01:18:29.030><c> is</c><01:18:29.180><c> that</c><01:18:29.450><c> man</c><01:18:30.140><c> Dana's</c><01:18:30.650><c> is</c>

01:18:30.880 --> 01:18:30.890 align:start position:0%
with this method is that man Dana's is
 

01:18:30.890 --> 01:18:33.340 align:start position:0%
with this method is that man Dana's is
very<01:18:31.250><c> hard</c><01:18:31.550><c> and</c><01:18:31.760><c> many</c><01:18:32.150><c> peer-to-peer</c><01:18:32.510><c> systems</c>

01:18:33.340 --> 01:18:33.350 align:start position:0%
very hard and many peer-to-peer systems
 

01:18:33.350 --> 01:18:35.740 align:start position:0%
very hard and many peer-to-peer systems
failed<01:18:33.770><c> because</c><01:18:34.160><c> of</c><01:18:34.370><c> this</c><01:18:34.730><c> in</c><01:18:35.300><c> the</c><01:18:35.420><c> sense</c><01:18:35.570><c> of</c>

01:18:35.740 --> 01:18:35.750 align:start position:0%
failed because of this in the sense of
 

01:18:35.750 --> 01:18:38.940 align:start position:0%
failed because of this in the sense of
faith<01:18:36.110><c> pay</c><01:18:36.440><c> to</c><01:18:36.610><c> protect</c><01:18:37.610><c> the</c><01:18:37.760><c> data</c><01:18:37.930><c> because</c>

01:18:38.940 --> 01:18:38.950 align:start position:0%
faith pay to protect the data because
 

01:18:38.950 --> 01:18:42.280 align:start position:0%
faith pay to protect the data because
you<01:18:39.950><c> can</c><01:18:40.190><c> you</c><01:18:40.460><c> can</c><01:18:40.730><c> create</c><01:18:41.450><c> this</c><01:18:41.720><c> redundancy</c>

01:18:42.280 --> 01:18:42.290 align:start position:0%
you can you can create this redundancy
 

01:18:42.290 --> 01:18:44.650 align:start position:0%
you can you can create this redundancy
at<01:18:42.440><c> the</c><01:18:42.530><c> very</c><01:18:42.710><c> beginning</c><01:18:42.950><c> but</c><01:18:43.400><c> then</c><01:18:43.730><c> it's</c><01:18:44.390><c> very</c>

01:18:44.650 --> 01:18:44.660 align:start position:0%
at the very beginning but then it's very
 

01:18:44.660 --> 01:18:46.690 align:start position:0%
at the very beginning but then it's very
common<01:18:45.170><c> thing</c><01:18:45.380><c> to</c><01:18:45.560><c> keep</c><01:18:45.890><c> well</c><01:18:46.250><c> when</c><01:18:46.520><c> they</c>

01:18:46.690 --> 01:18:46.700 align:start position:0%
common thing to keep well when they
 

01:18:46.700 --> 01:18:49.300 align:start position:0%
common thing to keep well when they
noticed<01:18:47.180><c> are</c><01:18:47.360><c> disappearing</c><01:18:47.810><c> when</c><01:18:48.710><c> when</c><01:18:49.160><c> there</c>

01:18:49.300 --> 01:18:49.310 align:start position:0%
noticed are disappearing when when there
 

01:18:49.310 --> 01:18:50.500 align:start position:0%
noticed are disappearing when when there
is<01:18:49.489><c> a</c><01:18:49.520><c> failure</c>

01:18:50.500 --> 01:18:50.510 align:start position:0%
is a failure
 

01:18:50.510 --> 01:18:53.050 align:start position:0%
is a failure
Devon<01:18:51.230><c> Tanous</c><01:18:51.650><c> takes</c><01:18:51.950><c> a</c><01:18:52.160><c> lot</c><01:18:52.310><c> of</c><01:18:52.340><c> anguish</c><01:18:52.730><c> and</c>

01:18:53.050 --> 01:18:53.060 align:start position:0%
Devon Tanous takes a lot of anguish and
 

01:18:53.060 --> 01:18:55.660 align:start position:0%
Devon Tanous takes a lot of anguish and
you<01:18:53.239><c> and</c><01:18:53.540><c> also</c><01:18:53.810><c> it</c><01:18:54.230><c> requires</c><01:18:54.440><c> that</c><01:18:55.160><c> many</c><01:18:55.430><c> other</c>

01:18:55.660 --> 01:18:55.670 align:start position:0%
you and also it requires that many other
 

01:18:55.670 --> 01:18:58.330 align:start position:0%
you and also it requires that many other
nodes<01:18:56.060><c> are</c><01:18:56.750><c> available</c><01:18:57.530><c> when</c><01:18:57.770><c> you</c><01:18:57.920><c> need</c><01:18:58.070><c> to</c><01:18:58.190><c> do</c>

01:18:58.330 --> 01:18:58.340 align:start position:0%
nodes are available when you need to do
 

01:18:58.340 --> 01:19:01.750 align:start position:0%
nodes are available when you need to do
the<01:18:58.489><c> repair</c><01:18:59.320><c> so</c><01:19:00.320><c> I'm</c><01:19:00.650><c> working</c><01:19:01.280><c> that's</c><01:19:01.520><c> what</c><01:19:01.730><c> I</c>

01:19:01.750 --> 01:19:01.760 align:start position:0%
the repair so I'm working that's what I
 

01:19:01.760 --> 01:19:04.540 align:start position:0%
the repair so I'm working that's what I
developed<01:19:02.330><c> in</c><01:19:02.480><c> my</c><01:19:02.720><c> PhD</c><01:19:02.960><c> on</c><01:19:03.470><c> Allen</c><01:19:04.100><c> recommend</c>

01:19:04.540 --> 01:19:04.550 align:start position:0%
developed in my PhD on Allen recommend
 

01:19:04.550 --> 01:19:06.670 align:start position:0%
developed in my PhD on Allen recommend
course<01:19:04.790><c> or</c><01:19:05.030><c> in</c><01:19:05.210><c> tournament</c><01:19:05.660><c> cause</c><01:19:05.810><c> the</c><01:19:06.440><c> idea</c>

01:19:06.670 --> 01:19:06.680 align:start position:0%
course or in tournament cause the idea
 

01:19:06.680 --> 01:19:08.590 align:start position:0%
course or in tournament cause the idea
of<01:19:06.800><c> entanglement</c><01:19:07.250><c> course</c><01:19:07.610><c> is</c><01:19:07.850><c> that</c><01:19:08.030><c> each</c><01:19:08.300><c> time</c>

01:19:08.590 --> 01:19:08.600 align:start position:0%
of entanglement course is that each time
 

01:19:08.600 --> 01:19:12.640 align:start position:0%
of entanglement course is that each time
you<01:19:08.630><c> add</c><01:19:08.960><c> a</c><01:19:08.989><c> file</c><01:19:09.890><c> to</c><01:19:09.920><c> the</c><01:19:10.340><c> system</c><01:19:10.820><c> you</c><01:19:11.650><c> again</c>

01:19:12.640 --> 01:19:12.650 align:start position:0%
you add a file to the system you again
 

01:19:12.650 --> 01:19:14.440 align:start position:0%
you add a file to the system you again
you<01:19:12.860><c> charge</c><01:19:13.220><c> the</c><01:19:13.430><c> data</c><01:19:13.700><c> so</c><01:19:13.880><c> you</c><01:19:13.940><c> have</c><01:19:14.210><c> like</c>

01:19:14.440 --> 01:19:14.450 align:start position:0%
you charge the data so you have like
 

01:19:14.450 --> 01:19:16.910 align:start position:0%
you charge the data so you have like
blocks<01:19:14.810><c> of</c><01:19:15.140><c> of</c><01:19:15.380><c> these</c><01:19:15.680><c> rights</c><01:19:15.950><c> and</c>

01:19:16.910 --> 01:19:16.920 align:start position:0%
blocks of of these rights and
 

01:19:16.920 --> 01:19:19.220 align:start position:0%
blocks of of these rights and
you<01:19:16.980><c> exert</c><01:19:17.610><c> these</c><01:19:17.850><c> blocks</c><01:19:18.179><c> with</c><01:19:18.570><c> other</c><01:19:18.810><c> blocks</c>

01:19:19.220 --> 01:19:19.230 align:start position:0%
you exert these blocks with other blocks
 

01:19:19.230 --> 01:19:21.229 align:start position:0%
you exert these blocks with other blocks
that<01:19:19.350><c> are</c><01:19:19.410><c> in</c><01:19:19.650><c> the</c><01:19:19.770><c> system</c><01:19:19.980><c> creating</c><01:19:20.760><c> a</c><01:19:20.850><c> bottom</c>

01:19:21.229 --> 01:19:21.239 align:start position:0%
that are in the system creating a bottom
 

01:19:21.239 --> 01:19:23.660 align:start position:0%
that are in the system creating a bottom
creating<01:19:21.780><c> like</c><01:19:21.980><c> multiple</c><01:19:22.980><c> chains</c><01:19:23.340><c> of</c>

01:19:23.660 --> 01:19:23.670 align:start position:0%
creating like multiple chains of
 

01:19:23.670 --> 01:19:26.630 align:start position:0%
creating like multiple chains of
real-time<01:19:24.390><c> data</c><01:19:24.630><c> and</c><01:19:25.350><c> this</c><01:19:26.010><c> chase</c><01:19:26.340><c> are</c>

01:19:26.630 --> 01:19:26.640 align:start position:0%
real-time data and this chase are
 

01:19:26.640 --> 01:19:29.630 align:start position:0%
real-time data and this chase are
intertwined<01:19:27.210><c> together</c><01:19:27.920><c> creating</c><01:19:28.920><c> a</c><01:19:29.040><c> larger</c>

01:19:29.630 --> 01:19:29.640 align:start position:0%
intertwined together creating a larger
 

01:19:29.640 --> 01:19:31.939 align:start position:0%
intertwined together creating a larger
structure<01:19:30.060><c> of</c><01:19:30.330><c> a</c><01:19:30.449><c> conical</c><01:19:30.870><c> lattice</c><01:19:31.230><c> where</c>

01:19:31.939 --> 01:19:31.949 align:start position:0%
structure of a conical lattice where
 

01:19:31.949 --> 01:19:35.120 align:start position:0%
structure of a conical lattice where
this<01:19:32.190><c> lot</c><01:19:32.489><c> is</c><01:19:32.699><c> what</c><01:19:33.060><c> creates</c><01:19:33.750><c> many</c><01:19:34.620><c> different</c>

01:19:35.120 --> 01:19:35.130 align:start position:0%
this lot is what creates many different
 

01:19:35.130 --> 01:19:37.220 align:start position:0%
this lot is what creates many different
ways<01:19:35.370><c> many</c><01:19:35.699><c> different</c><01:19:36.239><c> paths</c><01:19:36.449><c> where</c><01:19:36.780><c> you</c><01:19:37.020><c> can</c>

01:19:37.220 --> 01:19:37.230 align:start position:0%
ways many different paths where you can
 

01:19:37.230 --> 01:19:40.310 align:start position:0%
ways many different paths where you can
recover<01:19:37.620><c> this</c><01:19:37.920><c> data</c><01:19:38.250><c> and</c><01:19:39.090><c> by</c><01:19:39.449><c> doing</c><01:19:39.719><c> this</c><01:19:39.989><c> in</c><01:19:40.230><c> a</c>

01:19:40.310 --> 01:19:40.320 align:start position:0%
recover this data and by doing this in a
 

01:19:40.320 --> 01:19:42.770 align:start position:0%
recover this data and by doing this in a
very<01:19:40.710><c> efficient</c><01:19:41.160><c> way</c><01:19:41.190><c> that</c><01:19:41.670><c> and</c><01:19:41.850><c> so</c><01:19:42.239><c> every</c>

01:19:42.770 --> 01:19:42.780 align:start position:0%
very efficient way that and so every
 

01:19:42.780 --> 01:19:44.689 align:start position:0%
very efficient way that and so every
time<01:19:42.870><c> you</c><01:19:43.170><c> have</c><01:19:43.410><c> a</c><01:19:43.440><c> failure</c><01:19:43.800><c> a</c><01:19:43.949><c> single</c><01:19:44.370><c> failure</c>

01:19:44.689 --> 01:19:44.699 align:start position:0%
time you have a failure a single failure
 

01:19:44.699 --> 01:19:47.090 align:start position:0%
time you have a failure a single failure
you<01:19:44.910><c> only</c><01:19:45.150><c> need</c><01:19:45.420><c> two</c><01:19:46.020><c> blocks</c><01:19:46.320><c> to</c><01:19:46.590><c> recover</c><01:19:46.949><c> the</c>

01:19:47.090 --> 01:19:47.100 align:start position:0%
you only need two blocks to recover the
 

01:19:47.100 --> 01:19:51.350 align:start position:0%
you only need two blocks to recover the
data<01:19:47.280><c> and</c><01:19:47.730><c> then</c><01:19:48.090><c> you</c><01:19:48.210><c> can</c><01:19:48.480><c> do</c><01:19:49.699><c> the</c><01:19:50.699><c> repairs</c><01:19:51.120><c> in</c>

01:19:51.350 --> 01:19:51.360 align:start position:0%
data and then you can do the repairs in
 

01:19:51.360 --> 01:19:53.330 align:start position:0%
data and then you can do the repairs in
parallel<01:19:51.840><c> because</c><01:19:52.020><c> this</c><01:19:52.410><c> lattice</c><01:19:52.920><c> you</c><01:19:53.160><c> can</c>

01:19:53.330 --> 01:19:53.340 align:start position:0%
parallel because this lattice you can
 

01:19:53.340 --> 01:19:55.100 align:start position:0%
parallel because this lattice you can
you<01:19:53.520><c> can</c><01:19:53.670><c> do</c><01:19:53.760><c> some</c><01:19:53.969><c> repairs</c><01:19:54.360><c> and</c><01:19:54.630><c> repair</c><01:19:54.929><c> some</c>

01:19:55.100 --> 01:19:55.110 align:start position:0%
you can do some repairs and repair some
 

01:19:55.110 --> 01:19:56.540 align:start position:0%
you can do some repairs and repair some
blocks<01:19:55.320><c> that</c><01:19:55.469><c> are</c><01:19:55.620><c> missing</c><01:19:55.800><c> here</c><01:19:56.160><c> or</c><01:19:56.370><c> some</c>

01:19:56.540 --> 01:19:56.550 align:start position:0%
blocks that are missing here or some
 

01:19:56.550 --> 01:19:58.010 align:start position:0%
blocks that are missing here or some
some<01:19:56.850><c> blocks</c><01:19:57.030><c> that</c><01:19:57.150><c> are</c><01:19:57.300><c> missing</c><01:19:57.540><c> here</c><01:19:57.750><c> always</c>

01:19:58.010 --> 01:19:58.020 align:start position:0%
some blocks that are missing here always
 

01:19:58.020 --> 01:20:01.010 align:start position:0%
some blocks that are missing here always
by<01:19:58.350><c> reading</c><01:19:59.280><c> two</c><01:19:59.429><c> blocks</c><01:19:59.699><c> and</c><01:19:59.969><c> only</c><01:20:00.239><c> doing</c><01:20:00.840><c> X</c>

01:20:01.010 --> 01:20:01.020 align:start position:0%
by reading two blocks and only doing X
 

01:20:01.020 --> 01:20:06.709 align:start position:0%
by reading two blocks and only doing X
or<01:20:01.290><c> that's</c><01:20:01.679><c> also</c><01:20:04.310><c> mentioned</c><01:20:05.310><c> these</c><01:20:06.150><c> codes</c><01:20:06.480><c> are</c>

01:20:06.709 --> 01:20:06.719 align:start position:0%
or that's also mentioned these codes are
 

01:20:06.719 --> 01:20:09.110 align:start position:0%
or that's also mentioned these codes are
normally<01:20:07.320><c> the</c><01:20:07.560><c> aromatic</c><01:20:08.070><c> suffix</c><01:20:08.550><c> girls</c><01:20:08.940><c> are</c>

01:20:09.110 --> 01:20:09.120 align:start position:0%
normally the aromatic suffix girls are
 

01:20:09.120 --> 01:20:11.000 align:start position:0%
normally the aromatic suffix girls are
are<01:20:09.330><c> based</c><01:20:09.570><c> on</c><01:20:09.840><c> karma</c><01:20:10.260><c> fields</c><01:20:10.650><c> which</c><01:20:10.830><c> is</c><01:20:10.980><c> a</c>

01:20:11.000 --> 01:20:11.010 align:start position:0%
are based on karma fields which is a
 

01:20:11.010 --> 01:20:13.070 align:start position:0%
are based on karma fields which is a
little<01:20:11.370><c> complicated</c><01:20:11.580><c> so</c><01:20:11.850><c> so</c><01:20:12.480><c> to</c><01:20:12.540><c> make</c><01:20:12.750><c> it</c><01:20:12.780><c> more</c>

01:20:13.070 --> 01:20:13.080 align:start position:0%
little complicated so so to make it more
 

01:20:13.080 --> 01:20:14.750 align:start position:0%
little complicated so so to make it more
efficient<01:20:13.560><c> you</c><01:20:13.650><c> have</c><01:20:13.830><c> to</c><01:20:13.949><c> have</c><01:20:14.100><c> a</c><01:20:14.130><c> team</c><01:20:14.520><c> say</c>

01:20:14.750 --> 01:20:14.760 align:start position:0%
efficient you have to have a team say
 

01:20:14.760 --> 01:20:16.820 align:start position:0%
efficient you have to have a team say
show<01:20:15.090><c> some</c><01:20:15.360><c> some</c><01:20:15.660><c> of</c><01:20:15.840><c> the</c><01:20:15.960><c> incisions</c><01:20:16.410><c> are</c><01:20:16.530><c> so</c>

01:20:16.820 --> 01:20:16.830 align:start position:0%
show some some of the incisions are so
 

01:20:16.830 --> 01:20:20.600 align:start position:0%
show some some of the incisions are so
that<01:20:17.040><c> their</c><01:20:17.550><c> patterns</c><01:20:18.090><c> become</c><01:20:18.330><c> the</c><01:20:18.660><c> center</c><01:20:19.610><c> so</c>

01:20:20.600 --> 01:20:20.610 align:start position:0%
that their patterns become the center so
 

01:20:20.610 --> 01:20:22.580 align:start position:0%
that their patterns become the center so
this<01:20:20.790><c> this</c><01:20:21.120><c> was</c><01:20:21.390><c> a</c><01:20:21.420><c> very</c><01:20:21.810><c> simple</c><01:20:22.230><c> to</c><01:20:22.350><c> implement</c>

01:20:22.580 --> 01:20:22.590 align:start position:0%
this this was a very simple to implement
 

01:20:22.590 --> 01:20:27.290 align:start position:0%
this this was a very simple to implement
and<01:20:24.080><c> facilitate</c><01:20:25.080><c> their</c><01:20:26.070><c> repairs</c><01:20:26.699><c> and</c><01:20:26.969><c> the</c>

01:20:27.290 --> 01:20:27.300 align:start position:0%
and facilitate their repairs and the
 

01:20:27.300 --> 01:20:29.689 align:start position:0%
and facilitate their repairs and the
space<01:20:27.570><c> requirements</c><01:20:28.140><c> and</c><01:20:28.500><c> also</c><01:20:29.160><c> can</c><01:20:29.400><c> generate</c>

01:20:29.689 --> 01:20:29.699 align:start position:0%
space requirements and also can generate
 

01:20:29.699 --> 01:20:32.689 align:start position:0%
space requirements and also can generate
a<01:20:30.120><c> lot</c><01:20:30.660><c> of</c><01:20:30.719><c> other</c><01:20:31.080><c> failures</c><01:20:31.650><c> and</c><01:20:31.949><c> we</c><01:20:32.219><c> show</c><01:20:32.489><c> that</c>

01:20:32.689 --> 01:20:32.699 align:start position:0%
a lot of other failures and we show that
 

01:20:32.699 --> 01:20:34.970 align:start position:0%
a lot of other failures and we show that
instant<01:20:33.120><c> assistance</c><01:20:33.570><c> is</c><01:20:34.050><c> superior</c><01:20:34.469><c> than</c>

01:20:34.970 --> 01:20:34.980 align:start position:0%
instant assistance is superior than
 

01:20:34.980 --> 01:20:38.870 align:start position:0%
instant assistance is superior than
average<01:20:35.610><c> Salomon</c><01:20:36.380><c> so</c><01:20:37.380><c> you</c><01:20:38.219><c> will</c><01:20:38.400><c> get</c><01:20:38.580><c> worried</c>

01:20:38.870 --> 01:20:38.880 align:start position:0%
average Salomon so you will get worried
 

01:20:38.880 --> 01:20:41.360 align:start position:0%
average Salomon so you will get worried
for<01:20:39.239><c> this</c><01:20:40.080><c> afternoon</c><01:20:40.620><c> if</c><01:20:40.830><c> you</c><01:20:40.980><c> want</c><01:20:41.219><c> you</c><01:20:41.340><c> have</c>

01:20:41.360 --> 01:20:41.370 align:start position:0%
for this afternoon if you want you have
 

01:20:41.370 --> 01:20:44.080 align:start position:0%
for this afternoon if you want you have
to<01:20:41.820><c> swamp</c><01:20:42.449><c> recap</c><01:20:42.810><c> such</c><01:20:43.020><c> as</c><01:20:43.199><c> will</c><01:20:43.410><c> mr.</c><01:20:43.560><c> about</c>

01:20:44.080 --> 01:20:44.090 align:start position:0%
to swamp recap such as will mr. about
 

01:20:44.090 --> 01:20:47.209 align:start position:0%
to swamp recap such as will mr. about
former<01:20:45.090><c> cadet</c><01:20:45.300><c> autonomous</c><01:20:46.140><c> and</c><01:20:46.530><c> though</c><01:20:46.890><c> you</c>

01:20:47.209 --> 01:20:47.219 align:start position:0%
former cadet autonomous and though you
 

01:20:47.219 --> 01:20:50.810 align:start position:0%
former cadet autonomous and though you
can<01:20:47.400><c> also</c><01:20:47.810><c> read</c><01:20:48.810><c> the</c><01:20:48.840><c> last</c><01:20:49.500><c> paper</c><01:20:49.830><c> to</c><01:20:50.610><c> publish</c>

01:20:50.810 --> 01:20:50.820 align:start position:0%
can also read the last paper to publish
 

01:20:50.820 --> 01:20:55.820 align:start position:0%
can also read the last paper to publish
the<01:20:51.120><c> PSN</c><01:20:51.660><c> and</c><01:20:52.969><c> then</c><01:20:53.969><c> I</c><01:20:54.469><c> want</c><01:20:55.469><c> to</c><01:20:55.590><c> mention</c>

01:20:55.820 --> 01:20:55.830 align:start position:0%
the PSN and then I want to mention
 

01:20:55.830 --> 01:21:00.410 align:start position:0%
the PSN and then I want to mention
something<01:20:56.900><c> I'm</c><01:20:57.900><c> working</c><01:20:58.679><c> on</c><01:20:59.130><c> the</c><01:20:59.429><c> and</c><01:21:00.000><c> a</c>

01:21:00.410 --> 01:21:00.420 align:start position:0%
something I'm working on the and a
 

01:21:00.420 --> 01:21:03.229 align:start position:0%
something I'm working on the and a
proposal<01:21:00.840><c> a</c><01:21:01.110><c> workshop</c><01:21:01.530><c> proposal</c><01:21:02.190><c> to</c><01:21:02.850><c> submit</c>

01:21:03.229 --> 01:21:03.239 align:start position:0%
proposal a workshop proposal to submit
 

01:21:03.239 --> 01:21:07.700 align:start position:0%
proposal a workshop proposal to submit
to<01:21:03.420><c> a</c><01:21:03.449><c> very</c><01:21:04.100><c> top</c><01:21:05.100><c> confer</c><01:21:05.460><c> upon</c><01:21:05.550><c> systems</c><01:21:06.710><c> this</c>

01:21:07.700 --> 01:21:07.710 align:start position:0%
to a very top confer upon systems this
 

01:21:07.710 --> 01:21:11.270 align:start position:0%
to a very top confer upon systems this
conference<01:21:09.170><c> Swiss</c><01:21:10.170><c> about</c><01:21:10.440><c> systems</c><01:21:10.949><c> but</c><01:21:11.100><c> in</c>

01:21:11.270 --> 01:21:11.280 align:start position:0%
conference Swiss about systems but in
 

01:21:11.280 --> 01:21:13.130 align:start position:0%
conference Swiss about systems but in
Sheridan<01:21:11.880><c> I'd</c><01:21:12.120><c> noticed</c><01:21:12.510><c> that</c><01:21:12.719><c> there's</c><01:21:12.960><c> a</c><01:21:13.110><c> lot</c>

01:21:13.130 --> 01:21:13.140 align:start position:0%
Sheridan I'd noticed that there's a lot
 

01:21:13.140 --> 01:21:16.580 align:start position:0%
Sheridan I'd noticed that there's a lot
of<01:21:13.320><c> focus</c><01:21:13.620><c> on</c><01:21:13.949><c> centralized</c><01:21:14.850><c> systems</c><01:21:15.360><c> but</c><01:21:16.110><c> it's</c>

01:21:16.580 --> 01:21:16.590 align:start position:0%
of focus on centralized systems but it's
 

01:21:16.590 --> 01:21:19.570 align:start position:0%
of focus on centralized systems but it's
a<01:21:16.739><c> system</c><01:21:16.890><c> conference</c><01:21:17.520><c> so</c><01:21:17.790><c> I</c><01:21:18.090><c> would</c><01:21:18.929><c> like</c><01:21:19.080><c> to</c>

01:21:19.570 --> 01:21:19.580 align:start position:0%
a system conference so I would like to
 

01:21:19.580 --> 01:21:22.450 align:start position:0%
a system conference so I would like to
discuss<01:21:20.580><c> more</c><01:21:20.940><c> all</c><01:21:21.300><c> these</c><01:21:21.719><c> top</c>

01:21:22.450 --> 01:21:22.460 align:start position:0%
discuss more all these top
 

01:21:22.460 --> 01:21:25.040 align:start position:0%
discuss more all these top
personalized<01:21:23.460><c> in</c><01:21:24.000><c> also</c><01:21:24.510><c> in</c><01:21:24.600><c> the</c><01:21:24.690><c> academic</c>

01:21:25.040 --> 01:21:25.050 align:start position:0%
personalized in also in the academic
 

01:21:25.050 --> 01:21:27.110 align:start position:0%
personalized in also in the academic
environment<01:21:25.200><c> why</c><01:21:25.890><c> because</c><01:21:26.370><c> you</c><01:21:26.790><c> know</c><01:21:26.910><c> in</c><01:21:27.090><c> the</c>

01:21:27.110 --> 01:21:27.120 align:start position:0%
environment why because you know in the
 

01:21:27.120 --> 01:21:29.690 align:start position:0%
environment why because you know in the
to<01:21:27.420><c> sauce</c><01:21:27.630><c> it</c><01:21:27.930><c> could</c><01:21:27.960><c> be</c><01:21:28.200><c> between</c><01:21:28.550><c> $2,000</c><01:21:29.550><c> and</c>

01:21:29.690 --> 01:21:29.700 align:start position:0%
to sauce it could be between $2,000 and
 

01:21:29.700 --> 01:21:32.840 align:start position:0%
to sauce it could be between $2,000 and
this<01:21:30.270><c> is</c><01:21:30.420><c> all</c><01:21:30.570><c> sonic</c><01:21:30.780><c> man</c><01:21:31.340><c> there</c><01:21:32.340><c> was</c><01:21:32.430><c> a</c><01:21:32.580><c> lot</c><01:21:32.610><c> of</c>

01:21:32.840 --> 01:21:32.850 align:start position:0%
this is all sonic man there was a lot of
 

01:21:32.850 --> 01:21:34.880 align:start position:0%
this is all sonic man there was a lot of
research<01:21:33.360><c> and</c><01:21:33.480><c> there</c><01:21:33.630><c> was</c><01:21:33.750><c> very</c><01:21:34.080><c> very</c><01:21:34.470><c> serious</c>

01:21:34.880 --> 01:21:34.890 align:start position:0%
research and there was very very serious
 

01:21:34.890 --> 01:21:37.340 align:start position:0%
research and there was very very serious
research<01:21:35.070><c> of</c><01:21:35.430><c> European</c><01:21:35.940><c> systems</c><01:21:36.330><c> but</c><01:21:36.900><c> on</c><01:21:37.110><c> how</c>

01:21:37.340 --> 01:21:37.350 align:start position:0%
research of European systems but on how
 

01:21:37.350 --> 01:21:41.390 align:start position:0%
research of European systems but on how
this<01:21:39.410><c> disappear</c><01:21:40.410><c> immediately</c><01:21:40.739><c> change</c><01:21:41.310><c> the</c>

01:21:41.390 --> 01:21:41.400 align:start position:0%
this disappear immediately change the
 

01:21:41.400 --> 01:21:44.060 align:start position:0%
this disappear immediately change the
name<01:21:41.730><c> that</c><01:21:42.239><c> was</c><01:21:42.450><c> not</c><01:21:42.660><c> cool</c><01:21:43.110><c> to</c><01:21:43.650><c> talk</c><01:21:43.920><c> about</c>

01:21:44.060 --> 01:21:44.070 align:start position:0%
name that was not cool to talk about
 

01:21:44.070 --> 01:21:45.920 align:start position:0%
name that was not cool to talk about
peer<01:21:44.400><c> to</c><01:21:44.550><c> peer</c><01:21:44.730><c> because</c><01:21:45.090><c> it</c><01:21:45.239><c> was</c><01:21:45.360><c> a</c><01:21:45.390><c> city</c><01:21:45.780><c> with</c>

01:21:45.920 --> 01:21:45.930 align:start position:0%
peer to peer because it was a city with
 

01:21:45.930 --> 01:21:49.729 align:start position:0%
peer to peer because it was a city with
with<01:21:46.850><c> illegal</c><01:21:47.850><c> networks</c><01:21:48.450><c> or</c><01:21:48.810><c> elegant</c><01:21:49.440><c> allowed</c>

01:21:49.729 --> 01:21:49.739 align:start position:0%
with illegal networks or elegant allowed
 

01:21:49.739 --> 01:21:52.880 align:start position:0%
with illegal networks or elegant allowed
to<01:21:50.190><c> the</c><01:21:50.310><c> lasso</c><01:21:50.790><c> and</c><01:21:50.970><c> and</c><01:21:51.660><c> then</c><01:21:51.840><c> I</c><01:21:52.140><c> mean</c><01:21:52.680><c> there's</c>

01:21:52.880 --> 01:21:52.890 align:start position:0%
to the lasso and and then I mean there's
 

01:21:52.890 --> 01:21:54.830 align:start position:0%
to the lasso and and then I mean there's
a<01:21:52.980><c> steel</c><01:21:53.340><c> research</c><01:21:53.730><c> of</c><01:21:53.940><c> course</c><01:21:54.120><c> in</c><01:21:54.390><c> Europe</c><01:21:54.510><c> er</c>

01:21:54.830 --> 01:21:54.840 align:start position:0%
a steel research of course in Europe er
 

01:21:54.840 --> 01:21:57.590 align:start position:0%
a steel research of course in Europe er
in<01:21:54.960><c> the</c><01:21:55.080><c> academia</c><01:21:55.470><c> but</c><01:21:56.000><c> and</c><01:21:57.000><c> it</c><01:21:57.180><c> also</c><01:21:57.360><c> takes</c>

01:21:57.590 --> 01:21:57.600 align:start position:0%
in the academia but and it also takes
 

01:21:57.600 --> 01:22:01.640 align:start position:0%
in the academia but and it also takes
different<01:21:58.050><c> names</c><01:21:58.489><c> but</c><01:21:59.489><c> not</c><01:22:00.480><c> as</c><01:22:00.720><c> much</c><01:22:01.080><c> as</c><01:22:01.350><c> I</c>

01:22:01.640 --> 01:22:01.650 align:start position:0%
different names but not as much as I
 

01:22:01.650 --> 01:22:04.250 align:start position:0%
different names but not as much as I
would<01:22:01.860><c> like</c><01:22:02.100><c> to</c><01:22:02.310><c> at</c><01:22:02.430><c> listen</c><01:22:02.820><c> and</c><01:22:03.480><c> also</c><01:22:03.900><c> we</c><01:22:04.050><c> have</c>

01:22:04.250 --> 01:22:04.260 align:start position:0%
would like to at listen and also we have
 

01:22:04.260 --> 01:22:06.290 align:start position:0%
would like to at listen and also we have
the<01:22:04.350><c> problem</c><01:22:04.830><c> probably</c><01:22:05.100><c> researchers</c><01:22:05.940><c> that</c><01:22:06.090><c> we</c>

01:22:06.290 --> 01:22:06.300 align:start position:0%
the problem probably researchers that we
 

01:22:06.300 --> 01:22:08.180 align:start position:0%
the problem probably researchers that we
are<01:22:06.450><c> interested</c><01:22:06.960><c> in</c><01:22:07.080><c> to</c><01:22:07.230><c> in</c><01:22:07.350><c> search</c><01:22:07.680><c> of</c><01:22:07.710><c> these</c>

01:22:08.180 --> 01:22:08.190 align:start position:0%
are interested in to in search of these
 

01:22:08.190 --> 01:22:10.580 align:start position:0%
are interested in to in search of these
different<01:22:08.850><c> systems</c><01:22:09.000><c> it's</c><01:22:09.690><c> very</c><01:22:10.020><c> hard</c><01:22:10.230><c> to</c><01:22:10.320><c> I</c>

01:22:10.580 --> 01:22:10.590 align:start position:0%
different systems it's very hard to I
 

01:22:10.590 --> 01:22:12.260 align:start position:0%
different systems it's very hard to I
had<01:22:10.830><c> to</c><01:22:10.860><c> attend</c><01:22:11.400><c> this</c><01:22:11.550><c> kind</c><01:22:11.730><c> of</c><01:22:11.850><c> conference</c>

01:22:12.260 --> 01:22:12.270 align:start position:0%
had to attend this kind of conference
 

01:22:12.270 --> 01:22:13.729 align:start position:0%
had to attend this kind of conference
because<01:22:12.660><c> they</c><01:22:12.780><c> are</c><01:22:12.870><c> developing</c><01:22:13.320><c> conference</c>

01:22:13.729 --> 01:22:13.739 align:start position:0%
because they are developing conference
 

01:22:13.739 --> 01:22:17.060 align:start position:0%
because they are developing conference
and<01:22:13.920><c> when</c><01:22:14.040><c> you</c><01:22:14.130><c> have</c><01:22:14.360><c> funding</c><01:22:15.360><c> it's</c><01:22:16.170><c> only</c><01:22:16.410><c> for</c>

01:22:17.060 --> 01:22:17.070 align:start position:0%
and when you have funding it's only for
 

01:22:17.070 --> 01:22:18.740 align:start position:0%
and when you have funding it's only for
academic<01:22:17.760><c> conference</c><01:22:18.150><c> because</c><01:22:18.300><c> we</c><01:22:18.510><c> need</c><01:22:18.660><c> to</c>

01:22:18.740 --> 01:22:18.750 align:start position:0%
academic conference because we need to
 

01:22:18.750 --> 01:22:23.600 align:start position:0%
academic conference because we need to
publish<01:22:19.220><c> so</c><01:22:20.220><c> it's</c><01:22:20.420><c> my</c><01:22:21.420><c> aim</c><01:22:21.600><c> is</c><01:22:21.840><c> like</c><01:22:22.080><c> to</c><01:22:22.470><c> to</c><01:22:23.280><c> mix</c>

01:22:23.600 --> 01:22:23.610 align:start position:0%
publish so it's my aim is like to to mix
 

01:22:23.610 --> 01:22:26.840 align:start position:0%
publish so it's my aim is like to to mix
but<01:22:23.970><c> both</c><01:22:24.360><c> communities</c><01:22:25.020><c> to</c><01:22:25.380><c> buy</c><01:22:26.070><c> in</c><01:22:26.670><c> this</c>

01:22:26.840 --> 01:22:26.850 align:start position:0%
but both communities to buy in this
 

01:22:26.850 --> 01:22:29.180 align:start position:0%
but both communities to buy in this
workshop<01:22:27.390><c> where</c><01:22:27.630><c> the</c><01:22:28.620><c> purpose</c><01:22:28.920><c> of</c><01:22:29.040><c> this</c>

01:22:29.180 --> 01:22:29.190 align:start position:0%
workshop where the purpose of this
 

01:22:29.190 --> 01:22:31.040 align:start position:0%
workshop where the purpose of this
workshop<01:22:29.460><c> is</c><01:22:29.820><c> to</c><01:22:30.000><c> have</c><01:22:30.180><c> some</c><01:22:30.390><c> keynote</c>

01:22:31.040 --> 01:22:31.050 align:start position:0%
workshop is to have some keynote
 

01:22:31.050 --> 01:22:33.170 align:start position:0%
workshop is to have some keynote
speakers<01:22:31.620><c> from</c><01:22:31.860><c> fraud</c><01:22:32.280><c> academic</c><01:22:32.790><c> units</c><01:22:33.090><c> a</c>

01:22:33.170 --> 01:22:33.180 align:start position:0%
speakers from fraud academic units a
 

01:22:33.180 --> 01:22:34.940 align:start position:0%
speakers from fraud academic units a
speaker<01:22:33.420><c> from</c><01:22:33.630><c> the</c><01:22:33.750><c> decentralized</c><01:22:34.200><c> community</c>

01:22:34.940 --> 01:22:34.950 align:start position:0%
speaker from the decentralized community
 

01:22:34.950 --> 01:22:37.940 align:start position:0%
speaker from the decentralized community
also<01:22:35.700><c> have</c><01:22:35.940><c> son</c><01:22:36.239><c> for</c><01:22:36.630><c> I</c><01:22:36.989><c> know</c><01:22:37.050><c> that</c><01:22:37.440><c> this</c><01:22:37.710><c> and</c>

01:22:37.940 --> 01:22:37.950 align:start position:0%
also have son for I know that this and
 

01:22:37.950 --> 01:22:39.830 align:start position:0%
also have son for I know that this and
that<01:22:38.030><c> people</c><01:22:39.030><c> from</c><01:22:39.150><c> the</c><01:22:39.270><c> community</c><01:22:39.660><c> they</c>

01:22:39.830 --> 01:22:39.840 align:start position:0%
that people from the community they
 

01:22:39.840 --> 01:22:42.260 align:start position:0%
that people from the community they
don't<01:22:39.950><c> polish</c><01:22:40.950><c> the</c><01:22:41.310><c> dog</c><01:22:41.489><c> have</c><01:22:41.640><c> the</c><01:22:41.880><c> time</c><01:22:42.090><c> to</c>

01:22:42.260 --> 01:22:42.270 align:start position:0%
don't polish the dog have the time to
 

01:22:42.270 --> 01:22:44.590 align:start position:0%
don't polish the dog have the time to
publish<01:22:42.450><c> an</c><01:22:42.720><c> academic</c><01:22:43.140><c> paper</c><01:22:43.320><c> but</c><01:22:43.770><c> but</c><01:22:44.130><c> it</c>

01:22:44.590 --> 01:22:44.600 align:start position:0%
publish an academic paper but but it
 

01:22:44.600 --> 01:22:47.840 align:start position:0%
publish an academic paper but but it
will<01:22:45.600><c> be</c><01:22:45.780><c> very</c><01:22:46.020><c> nice</c><01:22:46.230><c> to</c><01:22:46.290><c> have</c><01:22:46.739><c> demos</c><01:22:47.190><c> to</c><01:22:47.670><c> have</c>

01:22:47.840 --> 01:22:47.850 align:start position:0%
will be very nice to have demos to have
 

01:22:47.850 --> 01:22:49.540 align:start position:0%
will be very nice to have demos to have
posters<01:22:48.360><c> from</c><01:22:48.720><c> the</c>

01:22:49.540 --> 01:22:49.550 align:start position:0%
posters from the
 

01:22:49.550 --> 01:22:52.970 align:start position:0%
posters from the
community<01:22:50.550><c> so</c><01:22:51.270><c> to</c><01:22:51.330><c> show</c><01:22:51.780><c> the</c><01:22:52.110><c> students</c><01:22:52.710><c> what</c>

01:22:52.970 --> 01:22:52.980 align:start position:0%
community so to show the students what
 

01:22:52.980 --> 01:22:55.370 align:start position:0%
community so to show the students what
interesting<01:22:53.670><c> things</c><01:22:54.000><c> or</c><01:22:54.240><c> what</c><01:22:54.570><c> what</c><01:22:54.990><c> what</c>

01:22:55.370 --> 01:22:55.380 align:start position:0%
interesting things or what what what
 

01:22:55.380 --> 01:22:57.590 align:start position:0%
interesting things or what what what
problems<01:22:55.950><c> can</c><01:22:56.160><c> can</c><01:22:56.580><c> be</c><01:22:56.610><c> good</c><01:22:56.940><c> for</c><01:22:57.210><c> research</c>

01:22:57.590 --> 01:22:57.600 align:start position:0%
problems can can be good for research
 

01:22:57.600 --> 01:23:00.770 align:start position:0%
problems can can be good for research
and<01:22:58.140><c> also</c><01:22:58.950><c> to</c><01:22:59.130><c> contact</c><01:23:00.000><c> each</c><01:23:00.330><c> other</c><01:23:00.540><c> to</c>

01:23:00.770 --> 01:23:00.780 align:start position:0%
and also to contact each other to
 

01:23:00.780 --> 01:23:03.440 align:start position:0%
and also to contact each other to
continue<01:23:01.260><c> to</c><01:23:01.470><c> to</c><01:23:02.340><c> have</c><01:23:02.490><c> the</c><01:23:02.640><c> contact</c><01:23:03.030><c> of</c><01:23:03.150><c> the</c>

01:23:03.440 --> 01:23:03.450 align:start position:0%
continue to to have the contact of the
 

01:23:03.450 --> 01:23:06.140 align:start position:0%
continue to to have the contact of the
students<01:23:03.810><c> with</c><01:23:04.020><c> with</c><01:23:04.640><c> the</c><01:23:05.640><c> savannahs</c>

01:23:06.140 --> 01:23:06.150 align:start position:0%
students with with the savannahs
 

01:23:06.150 --> 01:23:10.190 align:start position:0%
students with with the savannahs
community<01:23:06.690><c> and</c><01:23:07.190><c> and</c><01:23:08.190><c> also</c><01:23:08.550><c> to</c><01:23:08.820><c> have</c><01:23:09.090><c> a</c><01:23:09.150><c> plan</c><01:23:09.420><c> so</c>

01:23:10.190 --> 01:23:10.200 align:start position:0%
community and and also to have a plan so
 

01:23:10.200 --> 01:23:13.820 align:start position:0%
community and and also to have a plan so
I<01:23:10.530><c> just</c><01:23:11.160><c> started</c><01:23:11.640><c> my</c><01:23:11.870><c> associate</c><01:23:12.870><c> professor</c>

01:23:13.820 --> 01:23:13.830 align:start position:0%
I just started my associate professor
 

01:23:13.830 --> 01:23:16.340 align:start position:0%
I just started my associate professor
position<01:23:14.310><c> so</c><01:23:14.460><c> I</c><01:23:14.490><c> still</c><01:23:15.000><c> don't</c><01:23:15.270><c> have</c><01:23:15.450><c> them</c><01:23:15.690><c> much</c>

01:23:16.340 --> 01:23:16.350 align:start position:0%
position so I still don't have them much
 

01:23:16.350 --> 01:23:19.910 align:start position:0%
position so I still don't have them much
fun<01:23:16.760><c> but</c><01:23:17.760><c> so</c><01:23:18.540><c> I</c><01:23:18.570><c> need</c><01:23:18.840><c> much</c><01:23:19.080><c> more</c><01:23:19.350><c> help</c><01:23:19.410><c> than</c>

01:23:19.910 --> 01:23:19.920 align:start position:0%
fun but so I need much more help than
 

01:23:19.920 --> 01:23:23.540 align:start position:0%
fun but so I need much more help than
that<01:23:19.980><c> what</c><01:23:20.850><c> I</c><01:23:20.970><c> can</c><01:23:21.180><c> provide</c><01:23:21.800><c> but</c><01:23:22.800><c> if</c><01:23:23.010><c> somebody</c>

01:23:23.540 --> 01:23:23.550 align:start position:0%
that what I can provide but if somebody
 

01:23:23.550 --> 01:23:28.820 align:start position:0%
that what I can provide but if somebody
is<01:23:23.670><c> interested</c><01:23:23.880><c> or</c><01:23:24.590><c> or</c><01:23:25.640><c> or</c><01:23:26.640><c> no</c><01:23:27.200><c> have</c><01:23:28.200><c> contacts</c>

01:23:28.820 --> 01:23:28.830 align:start position:0%
is interested or or or no have contacts
 

01:23:28.830 --> 01:23:30.140 align:start position:0%
is interested or or or no have contacts
with<01:23:28.920><c> other</c><01:23:29.220><c> people</c><01:23:29.700><c> that</c><01:23:29.820><c> could</c><01:23:30.090><c> be</c>

01:23:30.140 --> 01:23:30.150 align:start position:0%
with other people that could be
 

01:23:30.150 --> 01:23:33.380 align:start position:0%
with other people that could be
interested<01:23:30.680><c> in</c><01:23:31.680><c> participated</c><01:23:32.610><c> in</c><01:23:32.760><c> this</c>

01:23:33.380 --> 01:23:33.390 align:start position:0%
interested in participated in this
 

01:23:33.390 --> 01:23:35.480 align:start position:0%
interested in participated in this
we<01:23:33.690><c> need</c><01:23:33.810><c> to</c><01:23:33.930><c> submit</c><01:23:34.200><c> a</c><01:23:34.260><c> proposal</c><01:23:34.680><c> at</c><01:23:35.100><c> the</c>

01:23:35.480 --> 01:23:35.490 align:start position:0%
we need to submit a proposal at the
 

01:23:35.490 --> 01:23:38.240 align:start position:0%
we need to submit a proposal at the
beginning<01:23:36.150><c> of</c><01:23:36.300><c> you</c><01:23:36.540><c> November</c><01:23:37.020><c> I</c><01:23:37.050><c> think</c><01:23:37.250><c> and</c>

01:23:38.240 --> 01:23:38.250 align:start position:0%
beginning of you November I think and
 

01:23:38.250 --> 01:23:40.400 align:start position:0%
beginning of you November I think and
the<01:23:38.460><c> workshop</c><01:23:38.880><c> will</c><01:23:39.090><c> be</c><01:23:39.270><c> in</c><01:23:39.480><c> April</c><01:23:39.660><c> increased</c>

01:23:40.400 --> 01:23:40.410 align:start position:0%
the workshop will be in April increased
 

01:23:40.410 --> 01:24:06.330 align:start position:0%
the workshop will be in April increased
in<01:23:40.740><c> the</c><01:23:41.390><c> doctor</c><01:23:42.830><c> conferences</c><01:23:43.830><c> so</c><01:23:44.310><c> that's</c><01:23:44.760><c> all</c>

01:24:06.330 --> 01:24:06.340 align:start position:0%
 
 

01:24:06.340 --> 01:24:14.230 align:start position:0%
 
which<01:24:07.340><c> course</c><01:24:08.330><c> is</c><01:24:08.630><c> like</c><01:24:09.850><c> patents</c><01:24:11.620><c> and</c><01:24:13.240><c> and</c>

01:24:14.230 --> 01:24:14.240 align:start position:0%
which course is like patents and and
 

01:24:14.240 --> 01:24:17.850 align:start position:0%
which course is like patents and and
also<01:24:14.900><c> in</c><01:24:15.740><c> some</c><01:24:16.040><c> cases</c><01:24:16.250><c> emits</c><01:24:16.700><c> I</c><01:24:16.820><c> don't</c><01:24:17.090><c> have</c>

01:24:17.850 --> 01:24:17.860 align:start position:0%
also in some cases emits I don't have
 

01:24:17.860 --> 01:24:21.550 align:start position:0%
also in some cases emits I don't have
comparison<01:24:19.630><c> in</c><01:24:20.630><c> the</c><01:24:20.720><c> papers</c><01:24:21.080><c> with</c><01:24:21.290><c> food</c>

01:24:21.550 --> 01:24:21.560 align:start position:0%
comparison in the papers with food
 

01:24:21.560 --> 01:24:23.980 align:start position:0%
comparison in the papers with food
workers<01:24:21.980><c> we</c><01:24:22.370><c> have</c><01:24:22.400><c> comparisons</c><01:24:23.390><c> with</c><01:24:23.660><c> others</c>

01:24:23.980 --> 01:24:23.990 align:start position:0%
workers we have comparisons with others
 

01:24:23.990 --> 01:24:30.070 align:start position:0%
workers we have comparisons with others
like<01:24:24.670><c> with</c><01:24:26.380><c> low</c><01:24:27.380><c> locality</c><01:24:27.980><c> codes</c><01:24:28.540><c> with</c><01:24:29.540><c> Prince</c>

01:24:30.070 --> 01:24:30.080 align:start position:0%
like with low locality codes with Prince
 

01:24:30.080 --> 01:24:33.730 align:start position:0%
like with low locality codes with Prince
aluminium<01:24:30.980><c> also</c><01:24:31.430><c> now</c><01:24:31.580><c> working</c><01:24:32.360><c> on</c><01:24:32.780><c> the</c><01:24:32.960><c> on</c><01:24:33.680><c> a</c>

01:24:33.730 --> 01:24:33.740 align:start position:0%
aluminium also now working on the on a
 

01:24:33.740 --> 01:24:38.200 align:start position:0%
aluminium also now working on the on a
system<01:24:34.250><c> that</c><01:24:34.780><c> will</c><01:24:35.780><c> be</c><01:24:36.190><c> useful</c><01:24:37.190><c> for</c><01:24:37.220><c> anyone</c><01:24:38.000><c> to</c>

01:24:38.200 --> 01:24:38.210 align:start position:0%
system that will be useful for anyone to
 

01:24:38.210 --> 01:24:41.380 align:start position:0%
system that will be useful for anyone to
compare<01:24:38.600><c> my</c><01:24:39.020><c> goals</c><01:24:39.320><c> with</c><01:24:39.830><c> others</c><01:24:40.220><c> so</c><01:24:40.850><c> you</c><01:24:41.240><c> can</c>

01:24:41.380 --> 01:24:41.390 align:start position:0%
compare my goals with others so you can
 

01:24:41.390 --> 01:24:44.050 align:start position:0%
compare my goals with others so you can
implemented<01:24:41.990><c> workouts</c><01:24:42.410><c> there</c><01:24:42.710><c> but</c><01:24:43.640><c> I</c><01:24:43.670><c> don't</c>

01:24:44.050 --> 01:24:44.060 align:start position:0%
implemented workouts there but I don't
 

01:24:44.060 --> 01:24:51.750 align:start position:0%
implemented workouts there but I don't
have<01:24:44.210><c> measurements</c><01:24:44.900><c> of</c><01:24:45.050><c> two</c><01:24:45.320><c> rotors</c>

01:24:51.750 --> 01:24:51.760 align:start position:0%
 
 

01:24:51.760 --> 01:24:57.630 align:start position:0%
 
thank<01:24:52.390><c> you</c><01:24:52.480><c> so</c><01:24:52.630><c> much</c><01:24:55.800><c> everyone</c><01:24:56.800><c> my</c><01:24:57.489><c> name</c><01:24:57.610><c> is</c>

01:24:57.630 --> 01:24:57.640 align:start position:0%
thank you so much everyone my name is
 

01:24:57.640 --> 01:24:59.430 align:start position:0%
thank you so much everyone my name is
Fatma<01:24:57.850><c> slipper</c><01:24:58.120><c> I'm</c><01:24:58.300><c> the</c><01:24:58.420><c> CTO</c><01:24:58.570><c> co-founder</c><01:24:59.410><c> of</c>

01:24:59.430 --> 01:24:59.440 align:start position:0%
Fatma slipper I'm the CTO co-founder of
 

01:24:59.440 --> 01:25:01.350 align:start position:0%
Fatma slipper I'm the CTO co-founder of
Killian<01:24:59.860><c> those</c><01:25:00.489><c> of</c><01:25:00.640><c> you</c><01:25:00.760><c> who</c><01:25:00.910><c> don't</c><01:25:01.090><c> know</c><01:25:01.120><c> what</c>

01:25:01.350 --> 01:25:01.360 align:start position:0%
Killian those of you who don't know what
 

01:25:01.360 --> 01:25:03.540 align:start position:0%
Killian those of you who don't know what
we<01:25:01.510><c> do</c><01:25:01.660><c> or</c><01:25:01.840><c> we</c><01:25:01.989><c> are</c><01:25:02.140><c> we're</c><01:25:02.950><c> a</c><01:25:02.980><c> blockchain</c>

01:25:03.540 --> 01:25:03.550 align:start position:0%
we do or we are we're a blockchain
 

01:25:03.550 --> 01:25:05.670 align:start position:0%
we do or we are we're a blockchain
needed<01:25:03.970><c> a</c><01:25:04.030><c> software</c><01:25:04.480><c> consultancy</c><01:25:04.930><c> in</c><01:25:05.170><c> foolish</c>

01:25:05.670 --> 01:25:05.680 align:start position:0%
needed a software consultancy in foolish
 

01:25:05.680 --> 01:25:08.610 align:start position:0%
needed a software consultancy in foolish
these<01:25:06.430><c> a</c><01:25:07.000><c> bunch</c><01:25:07.600><c> of</c><01:25:07.720><c> notable</c><01:25:08.290><c> folks</c><01:25:08.440><c> in</c><01:25:08.560><c> the</c>

01:25:08.610 --> 01:25:08.620 align:start position:0%
these a bunch of notable folks in the
 

01:25:08.620 --> 01:25:10.560 align:start position:0%
these a bunch of notable folks in the
space<01:25:08.830><c> business</c><01:25:09.040><c> pop</c><01:25:09.430><c> see</c><01:25:09.580><c> why</c><01:25:09.760><c> we</c><01:25:10.450><c> did</c>

01:25:10.560 --> 01:25:10.570 align:start position:0%
space business pop see why we did
 

01:25:10.570 --> 01:25:13.110 align:start position:0%
space business pop see why we did
mathematics<01:25:11.170><c> do</c><01:25:11.260><c> you</c><01:25:11.380><c> I</c><01:25:11.440><c> also</c><01:25:12.040><c> have</c><01:25:12.340><c> a</c><01:25:12.370><c> grant</c>

01:25:13.110 --> 01:25:13.120 align:start position:0%
mathematics do you I also have a grant
 

01:25:13.120 --> 01:25:15.479 align:start position:0%
mathematics do you I also have a grant
and<01:25:13.450><c> we</c><01:25:13.510><c> rented</c><01:25:14.230><c> an</c><01:25:14.410><c> audited</c><01:25:14.710><c> dr.</c><01:25:15.310><c> penny</c>

01:25:15.479 --> 01:25:15.489 align:start position:0%
and we rented an audited dr. penny
 

01:25:15.489 --> 01:25:18.540 align:start position:0%
and we rented an audited dr. penny
plasma<01:25:15.940><c> MVP</c><01:25:16.980><c> bunch</c><01:25:17.980><c> of</c><01:25:18.070><c> other</c><01:25:18.160><c> stuff</c><01:25:18.370><c> you</c><01:25:18.489><c> can</c>

01:25:18.540 --> 01:25:18.550 align:start position:0%
plasma MVP bunch of other stuff you can
 

01:25:18.550 --> 01:25:20.040 align:start position:0%
plasma MVP bunch of other stuff you can
talk<01:25:18.820><c> to</c><01:25:18.940><c> me</c><01:25:19.030><c> about</c><01:25:19.180><c> that</c><01:25:19.360><c> later</c><01:25:19.600><c> because</c>

01:25:20.040 --> 01:25:20.050 align:start position:0%
talk to me about that later because
 

01:25:20.050 --> 01:25:22.140 align:start position:0%
talk to me about that later because
today's<01:25:20.620><c> talk</c><01:25:21.010><c> isn't</c><01:25:21.220><c> really</c><01:25:21.760><c> about</c><01:25:21.850><c> what</c>

01:25:22.140 --> 01:25:22.150 align:start position:0%
today's talk isn't really about what
 

01:25:22.150 --> 01:25:23.490 align:start position:0%
today's talk isn't really about what
keoki<01:25:22.510><c> knows</c><01:25:22.690><c> about</c><01:25:22.989><c> something</c><01:25:23.350><c> that's</c>

01:25:23.490 --> 01:25:23.500 align:start position:0%
keoki knows about something that's
 

01:25:23.500 --> 01:25:25.680 align:start position:0%
keoki knows about something that's
important<01:25:23.920><c> to</c><01:25:23.950><c> me</c><01:25:24.010><c> and</c><01:25:24.430><c> that's</c><01:25:25.180><c> peer-to-peer</c>

01:25:25.680 --> 01:25:25.690 align:start position:0%
important to me and that's peer-to-peer
 

01:25:25.690 --> 01:25:29.160 align:start position:0%
important to me and that's peer-to-peer
decentralized<01:25:26.620><c> social</c><01:25:27.370><c> networking</c><01:25:27.940><c> so</c><01:25:28.840><c> I'm</c>

01:25:29.160 --> 01:25:29.170 align:start position:0%
decentralized social networking so I'm
 

01:25:29.170 --> 01:25:30.210 align:start position:0%
decentralized social networking so I'm
gonna<01:25:29.320><c> kick</c><01:25:29.470><c> things</c><01:25:29.650><c> off</c><01:25:29.770><c> with</c><01:25:29.830><c> a</c><01:25:29.980><c> little</c><01:25:30.010><c> bit</c>

01:25:30.210 --> 01:25:30.220 align:start position:0%
gonna kick things off with a little bit
 

01:25:30.220 --> 01:25:32.430 align:start position:0%
gonna kick things off with a little bit
of<01:25:30.310><c> a</c><01:25:30.370><c> story</c><01:25:30.640><c> so</c><01:25:30.850><c> there</c><01:25:31.000><c> were</c><01:25:31.060><c> two</c><01:25:31.440><c> most</c>

01:25:32.430 --> 01:25:32.440 align:start position:0%
of a story so there were two most
 

01:25:32.440 --> 01:25:34.800 align:start position:0%
of a story so there were two most
memorable<01:25:33.040><c> moments</c><01:25:33.489><c> growing</c><01:25:33.790><c> up</c><01:25:33.940><c> that</c><01:25:34.450><c> I</c><01:25:34.480><c> had</c>

01:25:34.800 --> 01:25:34.810 align:start position:0%
memorable moments growing up that I had
 

01:25:34.810 --> 01:25:36.360 align:start position:0%
memorable moments growing up that I had
when<01:25:34.989><c> I</c><01:25:35.050><c> interacted</c><01:25:35.560><c> with</c><01:25:35.650><c> the</c><01:25:35.770><c> technology</c>

01:25:36.360 --> 01:25:36.370 align:start position:0%
when I interacted with the technology
 

01:25:36.370 --> 01:25:38.910 align:start position:0%
when I interacted with the technology
and<01:25:36.730><c> the</c><01:25:37.330><c> first</c><01:25:37.600><c> was</c><01:25:37.870><c> when</c><01:25:38.050><c> my</c><01:25:38.320><c> level</c><01:25:38.770><c> nine</c>

01:25:38.910 --> 01:25:38.920 align:start position:0%
and the first was when my level nine
 

01:25:38.920 --> 01:25:41.729 align:start position:0%
and the first was when my level nine
dwarf<01:25:39.370><c> hunter</c><01:25:39.760><c> first</c><01:25:40.390><c> walked</c><01:25:40.840><c> into</c><01:25:41.050><c> Ironforge</c>

01:25:41.729 --> 01:25:41.739 align:start position:0%
dwarf hunter first walked into Ironforge
 

01:25:41.739 --> 01:25:43.710 align:start position:0%
dwarf hunter first walked into Ironforge
and<01:25:42.070><c> saw</c><01:25:42.489><c> the</c><01:25:42.550><c> dude</c><01:25:42.790><c> with</c><01:25:42.940><c> the</c><01:25:42.970><c> glowy</c><01:25:43.210><c> sword</c>

01:25:43.710 --> 01:25:43.720 align:start position:0%
and saw the dude with the glowy sword
 

01:25:43.720 --> 01:25:45.900 align:start position:0%
and saw the dude with the glowy sword
the<01:25:44.590><c> second</c><01:25:44.980><c> was</c><01:25:45.190><c> when</c><01:25:45.310><c> I</c><01:25:45.370><c> signed</c><01:25:45.700><c> up</c><01:25:45.880><c> for</c>

01:25:45.900 --> 01:25:45.910 align:start position:0%
the second was when I signed up for
 

01:25:45.910 --> 01:25:48.270 align:start position:0%
the second was when I signed up for
Facebook<01:25:46.540><c> the</c><01:25:47.440><c> reason</c><01:25:47.739><c> these</c><01:25:47.830><c> two</c><01:25:48.010><c> things</c>

01:25:48.270 --> 01:25:48.280 align:start position:0%
Facebook the reason these two things
 

01:25:48.280 --> 01:25:50.010 align:start position:0%
Facebook the reason these two things
were<01:25:48.460><c> so</c><01:25:48.610><c> memorable</c><01:25:49.210><c> and</c><01:25:49.360><c> important</c><01:25:49.810><c> to</c><01:25:49.870><c> me</c>

01:25:50.010 --> 01:25:50.020 align:start position:0%
were so memorable and important to me
 

01:25:50.020 --> 01:25:52.410 align:start position:0%
were so memorable and important to me
was<01:25:50.260><c> that</c><01:25:50.290><c> it</c><01:25:50.830><c> was</c><01:25:50.950><c> the</c><01:25:50.980><c> first</c><01:25:51.280><c> time</c><01:25:51.580><c> in</c><01:25:51.970><c> my</c>

01:25:52.410 --> 01:25:52.420 align:start position:0%
was that it was the first time in my
 

01:25:52.420 --> 01:25:53.970 align:start position:0%
was that it was the first time in my
life<01:25:52.840><c> that</c><01:25:53.110><c> had</c><01:25:53.200><c> actually</c><01:25:53.500><c> seen</c><01:25:53.710><c> technology</c>

01:25:53.970 --> 01:25:53.980 align:start position:0%
life that had actually seen technology
 

01:25:53.980 --> 01:25:57.240 align:start position:0%
life that had actually seen technology
be<01:25:54.520><c> used</c><01:25:54.760><c> to</c><01:25:55.120><c> connect</c><01:25:55.660><c> people</c><01:25:55.989><c> in</c><01:25:56.739><c> the</c><01:25:56.890><c> case</c><01:25:57.070><c> of</c>

01:25:57.240 --> 01:25:57.250 align:start position:0%
be used to connect people in the case of
 

01:25:57.250 --> 01:25:59.130 align:start position:0%
be used to connect people in the case of
World<01:25:57.400><c> of</c><01:25:57.489><c> Warcraft</c><01:25:57.610><c> it</c><01:25:58.120><c> was</c><01:25:58.330><c> here's</c><01:25:58.989><c> these</c>

01:25:59.130 --> 01:25:59.140 align:start position:0%
World of Warcraft it was here's these
 

01:25:59.140 --> 01:26:01.050 align:start position:0%
World of Warcraft it was here's these
people<01:25:59.500><c> that</c><01:25:59.739><c> are</c><01:25:59.860><c> immersed</c><01:26:00.340><c> within</c><01:26:00.640><c> and</c>

01:26:01.050 --> 01:26:01.060 align:start position:0%
people that are immersed within and
 

01:26:01.060 --> 01:26:03.330 align:start position:0%
people that are immersed within and
changing<01:26:01.870><c> this</c><01:26:02.050><c> incredible</c><01:26:02.590><c> fantasy</c><01:26:03.070><c> world</c>

01:26:03.330 --> 01:26:03.340 align:start position:0%
changing this incredible fantasy world
 

01:26:03.340 --> 01:26:05.250 align:start position:0%
changing this incredible fantasy world
and<01:26:03.610><c> the</c><01:26:04.030><c> second</c><01:26:04.390><c> one</c><01:26:04.480><c> on</c><01:26:04.630><c> Facebook</c><01:26:05.050><c> was</c>

01:26:05.250 --> 01:26:05.260 align:start position:0%
and the second one on Facebook was
 

01:26:05.260 --> 01:26:07.110 align:start position:0%
and the second one on Facebook was
here's<01:26:05.650><c> all</c><01:26:05.830><c> these</c><01:26:06.010><c> people</c><01:26:06.430><c> you</c><01:26:06.760><c> know</c><01:26:06.880><c> maybe</c>

01:26:07.110 --> 01:26:07.120 align:start position:0%
here's all these people you know maybe
 

01:26:07.120 --> 01:26:08.580 align:start position:0%
here's all these people you know maybe
folks<01:26:07.420><c> from</c><01:26:07.570><c> the</c><01:26:07.720><c> weird</c><01:26:07.930><c> private</c><01:26:08.290><c> school</c><01:26:08.470><c> I</c>

01:26:08.580 --> 01:26:08.590 align:start position:0%
folks from the weird private school I
 

01:26:08.590 --> 01:26:10.170 align:start position:0%
folks from the weird private school I
went<01:26:08.770><c> to</c><01:26:08.890><c> when</c><01:26:09.040><c> I</c><01:26:09.100><c> was</c><01:26:09.190><c> younger</c><01:26:09.430><c> that</c><01:26:09.580><c> I</c><01:26:09.850><c> hadn't</c>

01:26:10.170 --> 01:26:10.180 align:start position:0%
went to when I was younger that I hadn't
 

01:26:10.180 --> 01:26:11.010 align:start position:0%
went to when I was younger that I hadn't
talked<01:26:10.300><c> to</c><01:26:10.480><c> in</c><01:26:10.600><c> years</c>

01:26:11.010 --> 01:26:11.020 align:start position:0%
talked to in years
 

01:26:11.020 --> 01:26:14.070 align:start position:0%
talked to in years
maybe<01:26:11.650><c> folks</c><01:26:11.980><c> from</c><01:26:12.250><c> the</c><01:26:12.540><c> you</c><01:26:13.540><c> know</c><01:26:13.660><c> there</c><01:26:13.989><c> was</c>

01:26:14.070 --> 01:26:14.080 align:start position:0%
maybe folks from the you know there was
 

01:26:14.080 --> 01:26:15.630 align:start position:0%
maybe folks from the you know there was
a<01:26:14.110><c> whole</c><01:26:14.290><c> film</c><01:26:14.560><c> group</c><01:26:14.890><c> just</c><01:26:15.220><c> called</c><01:26:15.430><c> the</c>

01:26:15.630 --> 01:26:15.640 align:start position:0%
a whole film group just called the
 

01:26:15.640 --> 01:26:17.490 align:start position:0%
a whole film group just called the
slipper<01:26:15.880><c> clan</c><01:26:16.239><c> so</c><01:26:16.540><c> it</c><01:26:16.600><c> was</c><01:26:16.690><c> other</c><01:26:16.900><c> people</c><01:26:17.290><c> with</c>

01:26:17.490 --> 01:26:17.500 align:start position:0%
slipper clan so it was other people with
 

01:26:17.500 --> 01:26:20.040 align:start position:0%
slipper clan so it was other people with
my<01:26:18.160><c> same</c><01:26:18.520><c> weird</c><01:26:18.910><c> last</c><01:26:19.180><c> name</c><01:26:19.450><c> and</c><01:26:19.690><c> we</c><01:26:19.810><c> could</c><01:26:19.930><c> all</c>

01:26:20.040 --> 01:26:20.050 align:start position:0%
my same weird last name and we could all
 

01:26:20.050 --> 01:26:22.170 align:start position:0%
my same weird last name and we could all
get<01:26:20.620><c> together</c><01:26:20.800><c> and</c><01:26:21.100><c> like</c><01:26:21.460><c> talk</c><01:26:21.760><c> about</c><01:26:22.030><c> what</c>

01:26:22.170 --> 01:26:22.180 align:start position:0%
get together and like talk about what
 

01:26:22.180 --> 01:26:25.920 align:start position:0%
get together and like talk about what
it's<01:26:22.300><c> like</c><01:26:22.360><c> to</c><01:26:22.510><c> have</c><01:26:22.750><c> a</c><01:26:22.780><c> weird</c><01:26:23.080><c> last</c><01:26:23.260><c> name</c><01:26:24.930><c> one</c>

01:26:25.920 --> 01:26:25.930 align:start position:0%
it's like to have a weird last name one
 

01:26:25.930 --> 01:26:27.150 align:start position:0%
it's like to have a weird last name one
of<01:26:25.960><c> them</c><01:26:26.050><c> was</c><01:26:26.200><c> a</c><01:26:26.230><c> member</c><01:26:26.590><c> of</c><01:26:26.680><c> the</c><01:26:26.770><c> Australian</c>

01:26:27.150 --> 01:26:27.160 align:start position:0%
of them was a member of the Australian
 

01:26:27.160 --> 01:26:30.080 align:start position:0%
of them was a member of the Australian
Parliament

01:26:30.080 --> 01:26:30.090 align:start position:0%
 
 

01:26:30.090 --> 01:26:33.110 align:start position:0%
 
so<01:26:30.720><c> I'm</c><01:26:30.870><c> gonna</c><01:26:31.020><c> bring</c><01:26:31.170><c> this</c><01:26:31.350><c> up</c><01:26:31.500><c> well</c><01:26:31.830><c> SSB</c><01:26:32.790><c> is</c>

01:26:33.110 --> 01:26:33.120 align:start position:0%
so I'm gonna bring this up well SSB is
 

01:26:33.120 --> 01:26:35.510 align:start position:0%
so I'm gonna bring this up well SSB is
one<01:26:33.450><c> just</c><01:26:33.690><c> a</c><01:26:33.780><c> protocol</c><01:26:34.290><c> it's</c><01:26:34.800><c> a</c><01:26:35.160><c> set</c><01:26:35.430><c> of</c>

01:26:35.510 --> 01:26:35.520 align:start position:0%
one just a protocol it's a set of
 

01:26:35.520 --> 01:26:36.710 align:start position:0%
one just a protocol it's a set of
applications<01:26:35.640><c> that</c><01:26:36.270><c> let</c><01:26:36.390><c> you</c><01:26:36.540><c> build</c>

01:26:36.710 --> 01:26:36.720 align:start position:0%
applications that let you build
 

01:26:36.720 --> 01:26:38.900 align:start position:0%
applications that let you build
decentralized<01:26:37.050><c> social</c><01:26:37.680><c> networking</c><01:26:38.220><c> so</c><01:26:38.850><c> I've</c>

01:26:38.900 --> 01:26:38.910 align:start position:0%
decentralized social networking so I've
 

01:26:38.910 --> 01:26:39.860 align:start position:0%
decentralized social networking so I've
got<01:26:39.030><c> a</c><01:26:39.060><c> bunch</c><01:26:39.240><c> of</c><01:26:39.300><c> slides</c><01:26:39.480><c> in</c><01:26:39.630><c> here</c><01:26:39.720><c> on</c><01:26:39.780><c> the</c>

01:26:39.860 --> 01:26:39.870 align:start position:0%
got a bunch of slides in here on the
 

01:26:39.870 --> 01:26:41.510 align:start position:0%
got a bunch of slides in here on the
talk<01:26:40.050><c> about</c><01:26:40.290><c> like</c><01:26:40.500><c> you</c><01:26:40.920><c> know</c><01:26:41.040><c> how</c><01:26:41.220><c> it</c><01:26:41.340><c> works</c>

01:26:41.510 --> 01:26:41.520 align:start position:0%
talk about like you know how it works
 

01:26:41.520 --> 01:26:43.160 align:start position:0%
talk about like you know how it works
and<01:26:41.760><c> things</c><01:26:41.970><c> like</c><01:26:42.090><c> that</c><01:26:42.300><c> and</c><01:26:42.480><c> we'll</c><01:26:42.600><c> get</c><01:26:42.930><c> there</c>

01:26:43.160 --> 01:26:43.170 align:start position:0%
and things like that and we'll get there
 

01:26:43.170 --> 01:26:44.480 align:start position:0%
and things like that and we'll get there
but<01:26:43.380><c> like</c><01:26:43.470><c> the</c><01:26:43.590><c> first</c><01:26:43.740><c> thing</c><01:26:43.920><c> I</c><01:26:44.010><c> want</c><01:26:44.190><c> to</c><01:26:44.220><c> do</c><01:26:44.340><c> is</c>

01:26:44.480 --> 01:26:44.490 align:start position:0%
but like the first thing I want to do is
 

01:26:44.490 --> 01:26:46.550 align:start position:0%
but like the first thing I want to do is
just<01:26:44.670><c> like</c><01:26:44.850><c> show</c><01:26:45.180><c> you</c><01:26:45.240><c> who</c><01:26:45.570><c> has</c><01:26:45.780><c> this</c><01:26:45.930><c> people</c>

01:26:46.550 --> 01:26:46.560 align:start position:0%
just like show you who has this people
 

01:26:46.560 --> 01:26:52.570 align:start position:0%
just like show you who has this people
so<01:26:47.070><c> let</c><01:26:47.550><c> me</c><01:26:48.200><c> X</c><01:26:49.200><c> out</c><01:26:49.530><c> of</c><01:26:49.650><c> this</c><01:26:50.510><c> and</c><01:26:51.510><c> come</c><01:26:51.930><c> in</c><01:26:52.080><c> here</c>

01:26:52.570 --> 01:26:52.580 align:start position:0%
so let me X out of this and come in here
 

01:26:52.580 --> 01:26:56.210 align:start position:0%
so let me X out of this and come in here
and<01:26:53.580><c> drag</c><01:26:53.970><c> it</c><01:26:54.120><c> over</c><01:26:54.240><c> here</c><01:26:54.420><c> and</c><01:26:54.870><c> that's</c><01:26:55.770><c> go</c><01:26:55.980><c> like</c>

01:26:56.210 --> 01:26:56.220 align:start position:0%
and drag it over here and that's go like
 

01:26:56.220 --> 01:27:02.180 align:start position:0%
and drag it over here and that's go like
this<01:26:58.730><c> so</c><01:26:59.730><c> this</c><01:27:00.000><c> is</c><01:27:00.060><c> patchwork</c><01:27:00.710><c> patchwork</c><01:27:01.710><c> is</c><01:27:02.160><c> a</c>

01:27:02.180 --> 01:27:02.190 align:start position:0%
this so this is patchwork patchwork is a
 

01:27:02.190 --> 01:27:04.160 align:start position:0%
this so this is patchwork patchwork is a
client<01:27:02.580><c> application</c><01:27:02.760><c> that</c><01:27:03.570><c> talks</c><01:27:03.900><c> to</c><01:27:04.020><c> the</c>

01:27:04.160 --> 01:27:04.170 align:start position:0%
client application that talks to the
 

01:27:04.170 --> 01:27:07.550 align:start position:0%
client application that talks to the
wider<01:27:04.740><c> SSB</c><01:27:05.310><c> number</c><01:27:05.700><c> and</c><01:27:06.090><c> the</c><01:27:06.720><c> resolution</c><01:27:07.440><c> was</c>

01:27:07.550 --> 01:27:07.560 align:start position:0%
wider SSB number and the resolution was
 

01:27:07.560 --> 01:27:09.440 align:start position:0%
wider SSB number and the resolution was
kind<01:27:07.860><c> of</c><01:27:07.950><c> screwed</c><01:27:08.250><c> up</c><01:27:08.340><c> so</c><01:27:08.730><c> it</c><01:27:08.880><c> can't</c><01:27:09.240><c> actually</c>

01:27:09.440 --> 01:27:09.450 align:start position:0%
kind of screwed up so it can't actually
 

01:27:09.450 --> 01:27:18.929 align:start position:0%
kind of screwed up so it can't actually
see<01:27:09.870><c> the</c><01:27:10.050><c> channels</c><01:27:10.410><c> on</c><01:27:10.530><c> this</c><01:27:13.640><c> when</c><01:27:14.640><c> we</c><01:27:14.700><c> do</c><01:27:14.820><c> that</c>

01:27:18.929 --> 01:27:18.939 align:start position:0%
 
 

01:27:18.939 --> 01:27:22.509 align:start position:0%
 
councillor<01:27:19.939><c> shine</c><01:27:20.179><c> on</c><01:27:20.389><c> the</c><01:27:20.509><c> right</c><01:27:21.369><c> all</c><01:27:22.369><c> right</c>

01:27:22.509 --> 01:27:22.519 align:start position:0%
councillor shine on the right all right
 

01:27:22.519 --> 01:27:25.059 align:start position:0%
councillor shine on the right all right
well<01:27:22.729><c> I'll</c><01:27:23.449><c> wing</c><01:27:23.659><c> it</c><01:27:23.689><c> guys</c><01:27:23.929><c> homing</c><01:27:24.379><c> so</c><01:27:24.739><c> anyway</c>

01:27:25.059 --> 01:27:25.069 align:start position:0%
well I'll wing it guys homing so anyway
 

01:27:25.069 --> 01:27:26.619 align:start position:0%
well I'll wing it guys homing so anyway
what<01:27:25.189><c> you're</c><01:27:25.309><c> seeing</c><01:27:25.489><c> is</c><01:27:25.729><c> Patrick</c><01:27:26.149><c> mr.</c><01:27:26.449><c> Klein</c>

01:27:26.619 --> 01:27:26.629 align:start position:0%
what you're seeing is Patrick mr. Klein
 

01:27:26.629 --> 01:27:28.029 align:start position:0%
what you're seeing is Patrick mr. Klein
that<01:27:26.779><c> connects</c><01:27:27.079><c> to</c><01:27:27.169><c> the</c><01:27:27.259><c> larger</c><01:27:27.619><c> assets</c><01:27:27.919><c> we</c>

01:27:28.029 --> 01:27:28.039 align:start position:0%
that connects to the larger assets we
 

01:27:28.039 --> 01:27:30.069 align:start position:0%
that connects to the larger assets we
network<01:27:28.369><c> so</c><01:27:28.999><c> I'm</c><01:27:29.089><c> most</c><01:27:29.269><c> important</c><01:27:29.659><c> to</c><01:27:29.719><c> know</c><01:27:29.839><c> is</c>

01:27:30.069 --> 01:27:30.079 align:start position:0%
network so I'm most important to know is
 

01:27:30.079 --> 01:27:31.539 align:start position:0%
network so I'm most important to know is
that<01:27:30.109><c> you</c><01:27:30.319><c> know</c><01:27:30.409><c> if</c><01:27:30.589><c> I</c><01:27:30.709><c> Mouse</c><01:27:30.919><c> appear</c><01:27:31.309><c> you'll</c>

01:27:31.539 --> 01:27:31.549 align:start position:0%
that you know if I Mouse appear you'll
 

01:27:31.549 --> 01:27:34.209 align:start position:0%
that you know if I Mouse appear you'll
see<01:27:31.669><c> that</c><01:27:31.789><c> my</c><01:27:31.909><c> Wi-Fi</c><01:27:32.329><c> is</c><01:27:32.389><c> off</c><01:27:32.749><c> so</c><01:27:33.739><c> everything</c>

01:27:34.209 --> 01:27:34.219 align:start position:0%
see that my Wi-Fi is off so everything
 

01:27:34.219 --> 01:27:35.589 align:start position:0%
see that my Wi-Fi is off so everything
that<01:27:34.249><c> I'm</c><01:27:34.519><c> currently</c><01:27:34.699><c> interacting</c><01:27:35.299><c> with</c><01:27:35.449><c> on</c>

01:27:35.589 --> 01:27:35.599 align:start position:0%
that I'm currently interacting with on
 

01:27:35.599 --> 01:27:37.569 align:start position:0%
that I'm currently interacting with on
the<01:27:35.719><c> screen</c><01:27:36.019><c> is</c><01:27:36.199><c> local</c><01:27:36.619><c> on</c><01:27:36.979><c> my</c><01:27:37.129><c> computer</c><01:27:37.549><c> that</c>

01:27:37.569 --> 01:27:37.579 align:start position:0%
the screen is local on my computer that
 

01:27:37.579 --> 01:27:38.979 align:start position:0%
the screen is local on my computer that
I've<01:27:37.849><c> synced</c><01:27:38.179><c> from</c><01:27:38.299><c> a</c><01:27:38.449><c> network</c><01:27:38.779><c> of</c>

01:27:38.979 --> 01:27:38.989 align:start position:0%
I've synced from a network of
 

01:27:38.989 --> 01:27:40.959 align:start position:0%
I've synced from a network of
decentralized<01:27:39.679><c> peers</c><01:27:40.009><c> all</c><01:27:40.369><c> around</c><01:27:40.639><c> the</c><01:27:40.759><c> world</c>

01:27:40.959 --> 01:27:40.969 align:start position:0%
decentralized peers all around the world
 

01:27:40.969 --> 01:27:43.089 align:start position:0%
decentralized peers all around the world
if<01:27:41.839><c> I</c><01:27:41.929><c> were</c><01:27:42.049><c> to</c><01:27:42.169><c> go</c><01:27:42.289><c> here</c><01:27:42.589><c> and</c><01:27:42.739><c> let's</c><01:27:42.889><c> take</c><01:27:43.039><c> a</c>

01:27:43.089 --> 01:27:43.099 align:start position:0%
if I were to go here and let's take a
 

01:27:43.099 --> 01:27:46.539 align:start position:0%
if I were to go here and let's take a
look<01:27:43.339><c> at</c><01:27:43.459><c> what</c><01:27:45.189><c> people</c><01:27:46.189><c> are</c><01:27:46.279><c> talking</c><01:27:46.399><c> about</c>

01:27:46.539 --> 01:27:46.549 align:start position:0%
look at what people are talking about
 

01:27:46.549 --> 01:27:52.629 align:start position:0%
look at what people are talking about
the<01:27:46.789><c> closure</c><01:27:47.059><c> closure</c><01:27:47.959><c> channel</c><01:27:50.049><c> well</c><01:27:51.639><c> I'm</c>

01:27:52.629 --> 01:27:52.639 align:start position:0%
the closure closure channel well I'm
 

01:27:52.639 --> 01:27:55.329 align:start position:0%
the closure closure channel well I'm
just<01:27:52.729><c> gonna</c><01:27:52.849><c> scroll</c><01:27:53.299><c> here</c><01:27:53.889><c> you</c><01:27:54.889><c> can</c><01:27:55.039><c> see</c><01:27:55.219><c> that</c>

01:27:55.329 --> 01:27:55.339 align:start position:0%
just gonna scroll here you can see that
 

01:27:55.339 --> 01:27:57.819 align:start position:0%
just gonna scroll here you can see that
we<01:27:55.459><c> have</c><01:27:55.549><c> a</c><01:27:55.609><c> sort</c><01:27:55.819><c> of</c><01:27:55.849><c> very</c><01:27:56.089><c> typical</c><01:27:56.829><c> social</c>

01:27:57.819 --> 01:27:57.829 align:start position:0%
we have a sort of very typical social
 

01:27:57.829 --> 01:28:00.309 align:start position:0%
we have a sort of very typical social
feed<01:27:58.249><c> here</c><01:27:58.519><c> but</c><01:27:58.819><c> the</c><01:27:58.939><c> difference</c><01:27:59.359><c> is</c><01:27:59.599><c> no</c><01:28:00.139><c> one</c>

01:28:00.309 --> 01:28:00.319 align:start position:0%
feed here but the difference is no one
 

01:28:00.319 --> 01:28:02.439 align:start position:0%
feed here but the difference is no one
is<01:28:00.409><c> actually</c><01:28:00.619><c> posting</c><01:28:01.279><c> the</c><01:28:01.399><c> speed</c><01:28:01.669><c> it's</c><01:28:02.239><c> all</c>

01:28:02.439 --> 01:28:02.449 align:start position:0%
is actually posting the speed it's all
 

01:28:02.449 --> 01:28:04.689 align:start position:0%
is actually posting the speed it's all
local<01:28:02.899><c> and</c><01:28:03.229><c> I'm</c><01:28:03.469><c> replicating</c><01:28:03.769><c> it</c><01:28:04.309><c> from</c><01:28:04.519><c> other</c>

01:28:04.689 --> 01:28:04.699 align:start position:0%
local and I'm replicating it from other
 

01:28:04.699 --> 01:28:07.149 align:start position:0%
local and I'm replicating it from other
people<01:28:05.089><c> out</c><01:28:05.629><c> in</c><01:28:05.779><c> the</c><01:28:05.869><c> ether</c><01:28:06.019><c> as</c><01:28:06.559><c> it</c><01:28:06.769><c> were</c><01:28:06.889><c> and</c>

01:28:07.149 --> 01:28:07.159 align:start position:0%
people out in the ether as it were and
 

01:28:07.159 --> 01:28:08.679 align:start position:0%
people out in the ether as it were and
no<01:28:07.399><c> one</c><01:28:07.549><c> can</c><01:28:07.699><c> take</c><01:28:07.879><c> these</c><01:28:08.119><c> away</c><01:28:08.269><c> from</c><01:28:08.599><c> me</c>

01:28:08.679 --> 01:28:08.689 align:start position:0%
no one can take these away from me
 

01:28:08.689 --> 01:28:10.659 align:start position:0%
no one can take these away from me
there's<01:28:09.199><c> no</c><01:28:09.379><c> product</c><01:28:09.829><c> guy</c><01:28:10.309><c> whose</c>

01:28:10.659 --> 01:28:10.669 align:start position:0%
there's no product guy whose
 

01:28:10.669 --> 01:28:12.729 align:start position:0%
there's no product guy whose
responsibility<01:28:11.599><c> it</c><01:28:11.719><c> is</c><01:28:11.839><c> to</c><01:28:12.079><c> drive</c><01:28:12.529><c> engagement</c>

01:28:12.729 --> 01:28:12.739 align:start position:0%
responsibility it is to drive engagement
 

01:28:12.739 --> 01:28:14.709 align:start position:0%
responsibility it is to drive engagement
eyeballs<01:28:13.489><c> to</c><01:28:13.699><c> this</c><01:28:13.849><c> that's</c><01:28:14.149><c> going</c><01:28:14.329><c> to</c><01:28:14.389><c> say</c><01:28:14.569><c> I'm</c>

01:28:14.709 --> 01:28:14.719 align:start position:0%
eyeballs to this that's going to say I'm
 

01:28:14.719 --> 01:28:17.439 align:start position:0%
eyeballs to this that's going to say I'm
not<01:28:14.839><c> allowed</c><01:28:15.079><c> to</c><01:28:15.109><c> talk</c><01:28:15.409><c> about</c><01:28:15.559><c> X</c><01:28:15.919><c> Y</c><01:28:16.099><c> &amp;</c><01:28:16.279><c> Z</c><01:28:16.449><c> the</c>

01:28:17.439 --> 01:28:17.449 align:start position:0%
not allowed to talk about X Y &amp; Z the
 

01:28:17.449 --> 01:28:19.209 align:start position:0%
not allowed to talk about X Y &amp; Z the
only<01:28:17.839><c> person</c><01:28:18.229><c> that</c><01:28:18.259><c> has</c><01:28:18.379><c> any</c><01:28:18.679><c> control</c><01:28:18.949><c> over</c>

01:28:19.209 --> 01:28:19.219 align:start position:0%
only person that has any control over
 

01:28:19.219 --> 01:28:21.219 align:start position:0%
only person that has any control over
what<01:28:19.789><c> content</c><01:28:20.479><c> goes</c><01:28:20.539><c> in</c><01:28:20.689><c> there</c><01:28:21.019><c> and</c><01:28:21.169><c> the</c>

01:28:21.219 --> 01:28:21.229 align:start position:0%
what content goes in there and the
 

01:28:21.229 --> 01:28:24.429 align:start position:0%
what content goes in there and the
people<01:28:21.349><c> who</c><01:28:21.649><c> are</c><01:28:21.769><c> posting</c><01:28:22.009><c> it</c><01:28:22.399><c> and</c><01:28:22.609><c> me</c><01:28:23.449><c> the</c><01:28:24.289><c> guy</c>

01:28:24.429 --> 01:28:24.439 align:start position:0%
people who are posting it and me the guy
 

01:28:24.439 --> 01:28:26.319 align:start position:0%
people who are posting it and me the guy
who's<01:28:24.679><c> viewing</c><01:28:24.919><c> it</c><01:28:25.129><c> and</c><01:28:25.309><c> so</c><01:28:25.729><c> it</c><01:28:25.849><c> changes</c><01:28:25.879><c> the</c>

01:28:26.319 --> 01:28:26.329 align:start position:0%
who's viewing it and so it changes the
 

01:28:26.329 --> 01:28:28.809 align:start position:0%
who's viewing it and so it changes the
web<01:28:26.479><c> from</c><01:28:26.689><c> this</c><01:28:26.869><c> paradigm</c><01:28:27.379><c> where</c><01:28:27.889><c> we</c><01:28:28.399><c> go</c><01:28:28.609><c> and</c>

01:28:28.809 --> 01:28:28.819 align:start position:0%
web from this paradigm where we go and
 

01:28:28.819 --> 01:28:31.059 align:start position:0%
web from this paradigm where we go and
post<01:28:29.029><c> stuff</c><01:28:29.449><c> on</c><01:28:29.629><c> to</c><01:28:29.809><c> some</c><01:28:30.019><c> platform</c><01:28:30.529><c> somewhere</c>

01:28:31.059 --> 01:28:31.069 align:start position:0%
post stuff on to some platform somewhere
 

01:28:31.069 --> 01:28:33.189 align:start position:0%
post stuff on to some platform somewhere
and<01:28:31.309><c> some</c><01:28:31.519><c> other</c><01:28:31.819><c> product</c><01:28:32.299><c> guy</c><01:28:32.419><c> decides</c><01:28:32.869><c> where</c>

01:28:33.189 --> 01:28:33.199 align:start position:0%
and some other product guy decides where
 

01:28:33.199 --> 01:28:34.629 align:start position:0%
and some other product guy decides where
that's<01:28:33.469><c> going</c><01:28:33.679><c> to</c><01:28:33.769><c> be</c><01:28:33.859><c> rendered</c><01:28:34.249><c> and</c><01:28:34.399><c> somehow</c>

01:28:34.629 --> 01:28:34.639 align:start position:0%
that's going to be rendered and somehow
 

01:28:34.639 --> 01:28:36.939 align:start position:0%
that's going to be rendered and somehow
the<01:28:34.819><c> rhythmically</c><01:28:35.419><c> design</c><01:28:35.779><c> queue</c><01:28:36.259><c> of</c><01:28:36.439><c> posts</c>

01:28:36.939 --> 01:28:36.949 align:start position:0%
the rhythmically design queue of posts
 

01:28:36.949 --> 01:28:40.299 align:start position:0%
the rhythmically design queue of posts
instead<01:28:37.639><c> I'm</c><01:28:38.479><c> creating</c><01:28:38.899><c> a</c><01:28:38.989><c> viewer</c><01:28:39.349><c> onto</c><01:28:40.189><c> the</c>

01:28:40.299 --> 01:28:40.309 align:start position:0%
instead I'm creating a viewer onto the
 

01:28:40.309 --> 01:28:42.489 align:start position:0%
instead I'm creating a viewer onto the
web<01:28:40.489><c> now</c><01:28:41.059><c> lets</c><01:28:41.269><c> me</c><01:28:41.509><c> see</c><01:28:41.779><c> the</c><01:28:41.899><c> web</c><01:28:42.109><c> the</c><01:28:42.349><c> way</c><01:28:42.469><c> I</c>

01:28:42.489 --> 01:28:42.499 align:start position:0%
web now lets me see the web the way I
 

01:28:42.499 --> 01:28:45.159 align:start position:0%
web now lets me see the web the way I
care<01:28:43.099><c> about</c><01:28:43.369><c> and</c><01:28:43.519><c> the</c><01:28:44.269><c> things</c><01:28:44.449><c> that</c><01:28:44.599><c> I</c><01:28:44.839><c> care</c>

01:28:45.159 --> 01:28:45.169 align:start position:0%
care about and the things that I care
 

01:28:45.169 --> 01:28:47.459 align:start position:0%
care about and the things that I care
about<01:28:45.469><c> forever</c><01:28:46.099><c> and</c><01:28:46.489><c> no</c><01:28:46.669><c> one</c><01:28:46.819><c> can</c><01:28:46.969><c> take</c>

01:28:47.459 --> 01:28:47.469 align:start position:0%
about forever and no one can take
 

01:28:47.469 --> 01:28:50.010 align:start position:0%
about forever and no one can take
so<01:28:48.310><c> you</c><01:28:48.760><c> know</c><01:28:48.850><c> if</c><01:28:49.120><c> you</c><01:28:49.360><c> guys</c><01:28:49.449><c> want</c><01:28:49.780><c> to</c><01:28:49.870><c> download</c>

01:28:50.010 --> 01:28:50.020 align:start position:0%
so you know if you guys want to download
 

01:28:50.020 --> 01:28:51.840 align:start position:0%
so you know if you guys want to download
it<01:28:50.290><c> yourself</c><01:28:50.380><c> and</c><01:28:50.830><c> take</c><01:28:51.070><c> a</c><01:28:51.100><c> look</c><01:28:51.340><c> at</c><01:28:51.460><c> it</c><01:28:51.699><c> it's</c>

01:28:51.840 --> 01:28:51.850 align:start position:0%
it yourself and take a look at it it's
 

01:28:51.850 --> 01:28:53.820 align:start position:0%
it yourself and take a look at it it's
relatively<01:28:52.239><c> straightforward</c><01:28:52.600><c> but</c><01:28:53.170><c> you</c><01:28:53.770><c> know</c>

01:28:53.820 --> 01:28:53.830 align:start position:0%
relatively straightforward but you know
 

01:28:53.830 --> 01:28:56.189 align:start position:0%
relatively straightforward but you know
you've<01:28:54.010><c> probably</c><01:28:54.130><c> seen</c><01:28:54.699><c> this</c><01:28:55.090><c> type</c><01:28:55.810><c> of</c><01:28:55.840><c> UI</c>

01:28:56.189 --> 01:28:56.199 align:start position:0%
you've probably seen this type of UI
 

01:28:56.199 --> 01:29:00.300 align:start position:0%
you've probably seen this type of UI
before<01:28:57.540><c> but</c><01:28:58.540><c> that's</c><01:28:59.050><c> why</c><01:28:59.650><c> I</c><01:28:59.680><c> think</c><01:28:59.890><c> this</c><01:29:00.160><c> is</c>

01:29:00.300 --> 01:29:00.310 align:start position:0%
before but that's why I think this is
 

01:29:00.310 --> 01:29:02.280 align:start position:0%
before but that's why I think this is
important<01:29:00.820><c> and</c><01:29:01.000><c> why</c><01:29:01.270><c> I</c><01:29:01.300><c> care</c><01:29:01.630><c> about</c><01:29:01.870><c> it</c><01:29:02.020><c> and</c>

01:29:02.280 --> 01:29:02.290 align:start position:0%
important and why I care about it and
 

01:29:02.290 --> 01:29:05.189 align:start position:0%
important and why I care about it and
what<01:29:02.920><c> the</c><01:29:03.100><c> end</c><01:29:03.280><c> result</c><01:29:03.760><c> is</c><01:29:03.969><c> of</c><01:29:04.360><c> the</c><01:29:04.780><c> technical</c>

01:29:05.189 --> 01:29:05.199 align:start position:0%
what the end result is of the technical
 

01:29:05.199 --> 01:29:06.479 align:start position:0%
what the end result is of the technical
protocol<01:29:05.620><c> that</c><01:29:05.800><c> I'm</c><01:29:05.860><c> going</c><01:29:05.980><c> to</c><01:29:06.010><c> be</c><01:29:06.100><c> giving</c><01:29:06.219><c> you</c>

01:29:06.479 --> 01:29:06.489 align:start position:0%
protocol that I'm going to be giving you
 

01:29:06.489 --> 01:29:09.870 align:start position:0%
protocol that I'm going to be giving you
an<01:29:06.610><c> overview</c><01:29:06.699><c> of</c><01:29:07.090><c> next</c><01:29:08.020><c> so</c><01:29:08.680><c> anything</c><01:29:09.580><c> you</c><01:29:09.730><c> guys</c>

01:29:09.870 --> 01:29:09.880 align:start position:0%
an overview of next so anything you guys
 

01:29:09.880 --> 01:29:11.970 align:start position:0%
an overview of next so anything you guys
want<01:29:10.239><c> me</c><01:29:10.360><c> to</c><01:29:10.449><c> cover</c><01:29:10.930><c> against</c><01:29:11.410><c> quite</c><01:29:11.710><c> launch</c>

01:29:11.970 --> 01:29:11.980 align:start position:0%
want me to cover against quite launch
 

01:29:11.980 --> 01:29:14.550 align:start position:0%
want me to cover against quite launch
into<01:29:12.250><c> how</c><01:29:12.340><c> it</c><01:29:12.489><c> all</c><01:29:12.610><c> works</c><01:29:13.080><c> all</c><01:29:14.080><c> right</c><01:29:14.140><c> cool</c>

01:29:14.550 --> 01:29:14.560 align:start position:0%
into how it all works all right cool
 

01:29:14.560 --> 01:29:23.370 align:start position:0%
into how it all works all right cool
let's<01:29:15.520><c> go</c><01:29:15.640><c> back</c><01:29:15.820><c> to</c><01:29:16.230><c> mr.</c><01:29:17.230><c> PowerPoint</c><01:29:17.890><c> here</c>

01:29:23.370 --> 01:29:23.380 align:start position:0%
 
 

01:29:23.380 --> 01:29:27.930 align:start position:0%
 
like<01:29:23.530><c> this</c><01:29:25.770><c> who</c><01:29:26.770><c> said</c><01:29:26.950><c> that</c><01:29:27.040><c> I</c><01:29:27.310><c> all</c><01:29:27.790><c> their</c>

01:29:27.930 --> 01:29:27.940 align:start position:0%
like this who said that I all their
 

01:29:27.940 --> 01:29:29.490 align:start position:0%
like this who said that I all their
alternate<01:29:28.390><c> user</c><01:29:28.660><c> interfaces</c>

01:29:29.490 --> 01:29:29.500 align:start position:0%
alternate user interfaces
 

01:29:29.500 --> 01:29:31.380 align:start position:0%
alternate user interfaces
oh<01:29:29.530><c> yeah</c><01:29:29.830><c> there's</c><01:29:30.220><c> lots</c><01:29:30.340><c> okay</c><01:29:30.790><c> so</c><01:29:31.090><c> there</c><01:29:31.360><c> is</c>

01:29:31.380 --> 01:29:31.390 align:start position:0%
oh yeah there's lots okay so there is
 

01:29:31.390 --> 01:29:33.720 align:start position:0%
oh yeah there's lots okay so there is
patch<01:29:31.690><c> Bay</c><01:29:31.990><c> there's</c><01:29:32.530><c> a</c><01:29:32.560><c> whole</c><01:29:32.710><c> bunch</c><01:29:32.830><c> of</c><01:29:33.040><c> CLI</c>

01:29:33.720 --> 01:29:33.730 align:start position:0%
patch Bay there's a whole bunch of CLI
 

01:29:33.730 --> 01:29:35.250 align:start position:0%
patch Bay there's a whole bunch of CLI
based<01:29:34.000><c> ones</c><01:29:34.270><c> there's</c><01:29:34.570><c> always</c><01:29:34.690><c> two</c><01:29:34.840><c> us</c><01:29:34.930><c> are</c><01:29:35.050><c> you</c>

01:29:35.250 --> 01:29:35.260 align:start position:0%
based ones there's always two us are you
 

01:29:35.260 --> 01:29:37.680 align:start position:0%
based ones there's always two us are you
that's<01:29:36.010><c> patchwork</c><01:29:36.580><c> I</c><01:29:36.850><c> like</c><01:29:37.510><c> patchwork</c>

01:29:37.680 --> 01:29:37.690 align:start position:0%
that's patchwork I like patchwork
 

01:29:37.690 --> 01:29:40.040 align:start position:0%
that's patchwork I like patchwork
because<01:29:38.260><c> it's</c><01:29:38.410><c> a</c><01:29:38.500><c> little</c><01:29:38.620><c> bit</c><01:29:38.800><c> more</c><01:29:39.520><c> polish</c>

01:29:40.040 --> 01:29:40.050 align:start position:0%
because it's a little bit more polish
 

01:29:40.050 --> 01:29:42.120 align:start position:0%
because it's a little bit more polish
yeah<01:29:41.050><c> yeah</c><01:29:41.230><c> I</c><01:29:41.260><c> write</c><01:29:41.470><c> in</c><01:29:41.590><c> the</c><01:29:41.650><c> nice</c><01:29:41.770><c> patchwork</c>

01:29:42.120 --> 01:29:42.130 align:start position:0%
yeah yeah I write in the nice patchwork
 

01:29:42.130 --> 01:29:43.410 align:start position:0%
yeah yeah I write in the nice patchwork
but<01:29:42.280><c> it's</c><01:29:42.460><c> dis</c><01:29:42.670><c> one</c><01:29:42.850><c> the</c><01:29:43.000><c> one</c><01:29:43.150><c> you</c><01:29:43.390><c> are</c>

01:29:43.410 --> 01:29:43.420 align:start position:0%
but it's dis one the one you are
 

01:29:43.420 --> 01:29:45.990 align:start position:0%
but it's dis one the one you are
personnel<01:29:44.080><c> using</c><01:29:44.260><c> the</c><01:29:44.380><c> day-to-day</c><01:29:44.700><c> okay</c><01:29:45.700><c> yeah</c>

01:29:45.990 --> 01:29:46.000 align:start position:0%
personnel using the day-to-day okay yeah
 

01:29:46.000 --> 01:29:47.250 align:start position:0%
personnel using the day-to-day okay yeah
I<01:29:46.090><c> don't</c><01:29:46.240><c> wanna</c><01:29:46.360><c> tell</c><01:29:46.480><c> you</c><01:29:46.510><c> my</c><01:29:46.690><c> account</c><01:29:47.050><c> Issa</c>

01:29:47.250 --> 01:29:47.260 align:start position:0%
I don't wanna tell you my account Issa
 

01:29:47.260 --> 01:29:48.600 align:start position:0%
I don't wanna tell you my account Issa
is<01:29:47.470><c> one</c><01:29:47.620><c> of</c><01:29:47.710><c> the</c><01:29:47.770><c> fun</c><01:29:47.950><c> parts</c><01:29:47.980><c> is</c><01:29:48.370><c> that</c><01:29:48.400><c> it's</c>

01:29:48.600 --> 01:29:48.610 align:start position:0%
is one of the fun parts is that it's
 

01:29:48.610 --> 01:29:51.110 align:start position:0%
is one of the fun parts is that it's
like<01:29:48.760><c> actually</c><01:29:49.240><c> pseudo</c><01:29:49.540><c> anonymous</c><01:29:49.780><c> and</c><01:29:50.740><c> so</c><01:29:50.950><c> uh</c>

01:29:51.110 --> 01:29:51.120 align:start position:0%
like actually pseudo anonymous and so uh
 

01:29:51.120 --> 01:29:55.200 align:start position:0%
like actually pseudo anonymous and so uh
yeah<01:29:52.120><c> sorry</c><01:29:52.420><c> about</c><01:29:52.450><c> that</c><01:29:52.600><c> but</c><01:29:53.500><c> okay</c><01:29:54.070><c> so</c><01:29:54.910><c> this</c>

01:29:55.200 --> 01:29:55.210 align:start position:0%
yeah sorry about that but okay so this
 

01:29:55.210 --> 01:29:56.760 align:start position:0%
yeah sorry about that but okay so this
is<01:29:55.360><c> how</c><01:29:55.480><c> secure</c><01:29:55.780><c> scuttlebutt</c><01:29:56.140><c> defines</c><01:29:56.470><c> itself</c>

01:29:56.760 --> 01:29:56.770 align:start position:0%
is how secure scuttlebutt defines itself
 

01:29:56.770 --> 01:29:58.170 align:start position:0%
is how secure scuttlebutt defines itself
as<01:29:56.920><c> a</c><01:29:56.980><c> protocol</c><01:29:57.370><c> so</c><01:29:57.580><c> it's</c><01:29:57.730><c> a</c><01:29:57.760><c> family</c><01:29:57.940><c> of</c>

01:29:58.170 --> 01:29:58.180 align:start position:0%
as a protocol so it's a family of
 

01:29:58.180 --> 01:29:59.910 align:start position:0%
as a protocol so it's a family of
protocols<01:29:58.390><c> from</c><01:29:58.840><c> the</c><01:29:58.990><c> security</c><01:29:59.470><c> naration</c><01:29:59.680><c> and</c>

01:29:59.910 --> 01:29:59.920 align:start position:0%
protocols from the security naration and
 

01:29:59.920 --> 01:30:01.560 align:start position:0%
protocols from the security naration and
replication<01:30:00.460><c> of</c><01:30:00.550><c> append-only</c><01:30:00.850><c> data</c><01:30:01.300><c> means</c>

01:30:01.560 --> 01:30:01.570 align:start position:0%
replication of append-only data means
 

01:30:01.570 --> 01:30:03.390 align:start position:0%
replication of append-only data means
you're<01:30:02.230><c> gonna</c><01:30:02.320><c> see</c><01:30:02.530><c> a</c><01:30:02.560><c> lot</c><01:30:02.740><c> of</c><01:30:02.770><c> local</c><01:30:03.160><c> office</c>

01:30:03.390 --> 01:30:03.400 align:start position:0%
you're gonna see a lot of local office
 

01:30:03.400 --> 01:30:05.220 align:start position:0%
you're gonna see a lot of local office
and<01:30:03.550><c> parallels</c><01:30:03.970><c> between</c><01:30:04.060><c> this</c><01:30:04.390><c> and</c><01:30:04.750><c> you</c><01:30:05.140><c> know</c>

01:30:05.220 --> 01:30:05.230 align:start position:0%
and parallels between this and you know
 

01:30:05.230 --> 01:30:06.660 align:start position:0%
and parallels between this and you know
what<01:30:05.350><c> was</c><01:30:05.440><c> discussed</c><01:30:05.800><c> during</c><01:30:05.920><c> death</c><01:30:06.310><c> because</c>

01:30:06.660 --> 01:30:06.670 align:start position:0%
what was discussed during death because
 

01:30:06.670 --> 01:30:08.610 align:start position:0%
what was discussed during death because
it's<01:30:06.790><c> a</c><01:30:06.820><c> very</c><01:30:07.030><c> similar</c><01:30:07.360><c> idea</c><01:30:07.540><c> you</c><01:30:08.350><c> take</c><01:30:08.500><c> an</c>

01:30:08.610 --> 01:30:08.620 align:start position:0%
it's a very similar idea you take an
 

01:30:08.620 --> 01:30:10.050 align:start position:0%
it's a very similar idea you take an
append-only<01:30:08.890><c> feet</c><01:30:09.340><c> of</c><01:30:09.460><c> the</c><01:30:09.520><c> content</c><01:30:09.910><c> you</c>

01:30:10.050 --> 01:30:10.060 align:start position:0%
append-only feet of the content you
 

01:30:10.060 --> 01:30:11.790 align:start position:0%
append-only feet of the content you
replicated<01:30:10.780><c> to</c><01:30:10.900><c> a</c><01:30:10.930><c> bunch</c><01:30:11.200><c> of</c><01:30:11.290><c> other</c><01:30:11.530><c> people</c>

01:30:11.790 --> 01:30:11.800 align:start position:0%
replicated to a bunch of other people
 

01:30:11.800 --> 01:30:14.160 align:start position:0%
replicated to a bunch of other people
and<01:30:12.130><c> then</c><01:30:12.550><c> you</c><01:30:12.790><c> allow</c><01:30:13.060><c> client</c><01:30:13.570><c> applications</c>

01:30:14.160 --> 01:30:14.170 align:start position:0%
and then you allow client applications
 

01:30:14.170 --> 01:30:16.500 align:start position:0%
and then you allow client applications
databases<01:30:14.950><c> etc</c><01:30:15.070><c> to</c><01:30:15.550><c> be</c><01:30:15.640><c> built</c><01:30:15.850><c> on</c><01:30:15.970><c> top</c><01:30:16.030><c> of</c><01:30:16.240><c> it</c>

01:30:16.500 --> 01:30:16.510 align:start position:0%
databases etc to be built on top of it
 

01:30:16.510 --> 01:30:18.420 align:start position:0%
databases etc to be built on top of it
and<01:30:16.990><c> then</c><01:30:17.170><c> allow</c><01:30:17.380><c> people</c><01:30:17.590><c> to</c><01:30:17.710><c> index</c><01:30:18.190><c> and</c>

01:30:18.420 --> 01:30:18.430 align:start position:0%
and then allow people to index and
 

01:30:18.430 --> 01:30:20.310 align:start position:0%
and then allow people to index and
display<01:30:18.820><c> the</c><01:30:18.970><c> data</c><01:30:19.000><c> in</c><01:30:19.270><c> a</c><01:30:19.450><c> meaningful</c><01:30:19.780><c> way</c><01:30:19.900><c> and</c>

01:30:20.310 --> 01:30:20.320 align:start position:0%
display the data in a meaningful way and
 

01:30:20.320 --> 01:30:23.040 align:start position:0%
display the data in a meaningful way and
when<01:30:21.100><c> I</c><01:30:21.130><c> say</c><01:30:21.340><c> it's</c><01:30:21.460><c> a</c><01:30:21.520><c> family</c><01:30:21.700><c> protocols</c><01:30:22.450><c> also</c>

01:30:23.040 --> 01:30:23.050 align:start position:0%
when I say it's a family protocols also
 

01:30:23.050 --> 01:30:24.330 align:start position:0%
when I say it's a family protocols also
very<01:30:23.230><c> similar</c><01:30:23.530><c> to</c><01:30:23.650><c> doubt</c><01:30:23.830><c> they're</c><01:30:24.040><c> designed</c>

01:30:24.330 --> 01:30:24.340 align:start position:0%
very similar to doubt they're designed
 

01:30:24.340 --> 01:30:26.100 align:start position:0%
very similar to doubt they're designed
to<01:30:24.430><c> be</c><01:30:24.490><c> motto</c><01:30:24.820><c> am</c><01:30:25.270><c> I</c><01:30:25.390><c> already</c><01:30:25.510><c> known</c><01:30:25.810><c> at</c><01:30:25.960><c> three</c>

01:30:26.100 --> 01:30:26.110 align:start position:0%
to be motto am I already known at three
 

01:30:26.110 --> 01:30:28.800 align:start position:0%
to be motto am I already known at three
minutes<01:30:26.230><c> Jesus</c>

01:30:28.800 --> 01:30:28.810 align:start position:0%
minutes Jesus
 

01:30:28.810 --> 01:30:31.410 align:start position:0%
 
so<01:30:29.530><c> yeah</c><01:30:30.400><c> they</c><01:30:30.520><c> say</c><01:30:30.880><c> it's</c><01:30:31.000><c> a</c><01:30:31.030><c> family</c><01:30:31.360><c> of</c>

01:30:31.410 --> 01:30:31.420 align:start position:0%
so yeah they say it's a family of
 

01:30:31.420 --> 01:30:32.610 align:start position:0%
so yeah they say it's a family of
protocols<01:30:31.630><c> that</c><01:30:31.990><c> they're</c><01:30:32.140><c> designed</c><01:30:32.440><c> to</c><01:30:32.530><c> be</c>

01:30:32.610 --> 01:30:32.620 align:start position:0%
protocols that they're designed to be
 

01:30:32.620 --> 01:30:34.200 align:start position:0%
protocols that they're designed to be
modular<01:30:32.770><c> it</c><01:30:33.190><c> makes</c><01:30:33.370><c> it</c><01:30:33.460><c> a</c><01:30:33.520><c> match</c><01:30:33.700><c> so</c><01:30:34.120><c> they</c>

01:30:34.200 --> 01:30:34.210 align:start position:0%
modular it makes it a match so they
 

01:30:34.210 --> 01:30:38.190 align:start position:0%
modular it makes it a match so they
already<01:30:34.390><c> know</c><01:30:34.810><c> here</c><01:30:35.710><c> we</c><01:30:35.770><c> go</c><01:30:36.210><c> the</c><01:30:37.210><c> SSB</c><01:30:37.750><c> family</c>

01:30:38.190 --> 01:30:38.200 align:start position:0%
already know here we go the SSB family
 

01:30:38.200 --> 01:30:40.020 align:start position:0%
already know here we go the SSB family
consists<01:30:38.710><c> basically</c><01:30:38.740><c> of</c><01:30:39.190><c> these</c><01:30:39.430><c> layers</c><01:30:39.670><c> at</c>

01:30:40.020 --> 01:30:40.030 align:start position:0%
consists basically of these layers at
 

01:30:40.030 --> 01:30:41.490 align:start position:0%
consists basically of these layers at
the<01:30:40.090><c> bottom</c><01:30:40.180><c> layer</c><01:30:40.600><c> you</c><01:30:40.780><c> have</c><01:30:40.810><c> a</c><01:30:40.960><c> set</c><01:30:41.200><c> of</c><01:30:41.230><c> keys</c>

01:30:41.490 --> 01:30:41.500 align:start position:0%
the bottom layer you have a set of keys
 

01:30:41.500 --> 01:30:43.110 align:start position:0%
the bottom layer you have a set of keys
so<01:30:41.800><c> a</c><01:30:41.830><c> key</c><01:30:42.070><c> pair</c><01:30:42.310><c> that's</c><01:30:42.580><c> used</c><01:30:42.790><c> for</c><01:30:43.000><c> user</c>

01:30:43.110 --> 01:30:43.120 align:start position:0%
so a key pair that's used for user
 

01:30:43.120 --> 01:30:45.570 align:start position:0%
so a key pair that's used for user
identity<01:30:43.810><c> there's</c><01:30:44.290><c> no</c><01:30:44.470><c> canonical</c><01:30:45.130><c> naming</c><01:30:45.460><c> on</c>

01:30:45.570 --> 01:30:45.580 align:start position:0%
identity there's no canonical naming on
 

01:30:45.580 --> 01:30:47.430 align:start position:0%
identity there's no canonical naming on
SSB<01:30:46.030><c> so</c><01:30:46.270><c> you</c><01:30:46.330><c> name</c><01:30:46.630><c> yourself</c><01:30:46.810><c> and</c><01:30:47.290><c> other</c>

01:30:47.430 --> 01:30:47.440 align:start position:0%
SSB so you name yourself and other
 

01:30:47.440 --> 01:30:49.020 align:start position:0%
SSB so you name yourself and other
people<01:30:47.530><c> decide</c><01:30:47.950><c> what</c><01:30:48.370><c> name</c><01:30:48.580><c> they</c><01:30:48.790><c> are</c><01:30:48.820><c> going</c>

01:30:49.020 --> 01:30:49.030 align:start position:0%
people decide what name they are going
 

01:30:49.030 --> 01:30:51.360 align:start position:0%
people decide what name they are going
to<01:30:49.210><c> use</c><01:30:49.360><c> to</c><01:30:49.510><c> describe</c><01:30:49.780><c> you</c><01:30:50.050><c> that</c><01:30:50.350><c> have</c><01:30:51.220><c> your</c>

01:30:51.360 --> 01:30:51.370 align:start position:0%
to use to describe you that have your
 

01:30:51.370 --> 01:30:53.070 align:start position:0%
to use to describe you that have your
feeds<01:30:51.610><c> drug</c><01:30:51.970><c> the</c><01:30:52.060><c> append</c><01:30:52.360><c> only</c><01:30:52.480><c> feeds</c><01:30:52.870><c> as</c><01:30:52.960><c> we</c>

01:30:53.070 --> 01:30:53.080 align:start position:0%
feeds drug the append only feeds as we
 

01:30:53.080 --> 01:30:55.020 align:start position:0%
feeds drug the append only feeds as we
mentioned<01:30:53.410><c> earlier</c><01:30:53.710><c> a</c><01:30:53.980><c> secret</c><01:30:54.760><c> handshake</c>

01:30:55.020 --> 01:30:55.030 align:start position:0%
mentioned earlier a secret handshake
 

01:30:55.030 --> 01:30:57.150 align:start position:0%
mentioned earlier a secret handshake
which<01:30:55.570><c> is</c><01:30:55.690><c> how</c><01:30:55.810><c> peers</c><01:30:56.140><c> talk</c><01:30:56.500><c> to</c><01:30:56.740><c> one</c><01:30:56.890><c> another</c>

01:30:57.150 --> 01:30:57.160 align:start position:0%
which is how peers talk to one another
 

01:30:57.160 --> 01:30:59.310 align:start position:0%
which is how peers talk to one another
we<01:30:57.370><c> identify</c><01:30:58.060><c> one</c><01:30:58.330><c> another</c><01:30:58.570><c> and</c><01:30:58.840><c> it</c><01:30:58.990><c> grabs</c><01:30:59.230><c> a</c>

01:30:59.310 --> 01:30:59.320 align:start position:0%
we identify one another and it grabs a
 

01:30:59.320 --> 01:31:01.070 align:start position:0%
we identify one another and it grabs a
traffic<01:30:59.710><c> between</c><01:30:59.890><c> one</c><01:31:00.370><c> another</c>

01:31:01.070 --> 01:31:01.080 align:start position:0%
traffic between one another
 

01:31:01.080 --> 01:31:03.240 align:start position:0%
traffic between one another
probably<01:31:02.080><c> I'll</c><01:31:02.290><c> get</c><01:31:02.410><c> into</c><01:31:02.500><c> in</c><01:31:02.650><c> a</c><01:31:02.710><c> second</c><01:31:03.070><c> and</c>

01:31:03.240 --> 01:31:03.250 align:start position:0%
probably I'll get into in a second and
 

01:31:03.250 --> 01:31:04.770 align:start position:0%
probably I'll get into in a second and
applications<01:31:03.880><c> which</c><01:31:04.120><c> is</c><01:31:04.150><c> something</c><01:31:04.540><c> that</c><01:31:04.660><c> you</c>

01:31:04.770 --> 01:31:04.780 align:start position:0%
applications which is something that you
 

01:31:04.780 --> 01:31:06.960 align:start position:0%
applications which is something that you
are<01:31:04.810><c> in</c><01:31:05.080><c> the</c><01:31:05.170><c> sauce</c><01:31:05.440><c> so</c><01:31:05.710><c> Koch</c><01:31:05.920><c> work</c><01:31:06.220><c> is</c><01:31:06.820><c> an</c>

01:31:06.960 --> 01:31:06.970 align:start position:0%
are in the sauce so Koch work is an
 

01:31:06.970 --> 01:31:08.310 align:start position:0%
are in the sauce so Koch work is an
application

01:31:08.310 --> 01:31:08.320 align:start position:0%
application
 

01:31:08.320 --> 01:31:11.140 align:start position:0%
application
this<01:31:09.320><c> example</c><01:31:09.710><c> what</c><01:31:09.920><c> a</c><01:31:09.950><c> key</c><01:31:10.130><c> looks</c><01:31:10.400><c> like</c><01:31:10.580><c> so</c><01:31:11.060><c> in</c>

01:31:11.140 --> 01:31:11.150 align:start position:0%
this example what a key looks like so in
 

01:31:11.150 --> 01:31:12.550 align:start position:0%
this example what a key looks like so in
this<01:31:11.240><c> case</c><01:31:11.480><c> soap</c><01:31:11.780><c> dog</c><01:31:11.990><c> the</c><01:31:12.200><c> guy</c><01:31:12.320><c> who</c><01:31:12.380><c> was</c>

01:31:12.550 --> 01:31:12.560 align:start position:0%
this case soap dog the guy who was
 

01:31:12.560 --> 01:31:14.740 align:start position:0%
this case soap dog the guy who was
talking<01:31:12.770><c> about</c><01:31:13.010><c> the</c><01:31:13.370><c> go</c><01:31:13.670><c> back</c><01:31:13.910><c> up</c><01:31:14.120><c> tool</c><01:31:14.300><c> this</c>

01:31:14.740 --> 01:31:14.750 align:start position:0%
talking about the go back up tool this
 

01:31:14.750 --> 01:31:17.110 align:start position:0%
talking about the go back up tool this
is<01:31:14.900><c> his</c><01:31:15.080><c> key</c><01:31:15.400><c> anytime</c><01:31:16.400><c> you</c><01:31:16.550><c> see</c><01:31:16.730><c> a</c><01:31:16.760><c> feed</c><01:31:17.090><c> that</c>

01:31:17.110 --> 01:31:17.120 align:start position:0%
is his key anytime you see a feed that
 

01:31:17.120 --> 01:31:19.780 align:start position:0%
is his key anytime you see a feed that
has<01:31:17.420><c> messages</c><01:31:17.900><c> signed</c><01:31:18.170><c> by</c><01:31:18.440><c> this</c><01:31:18.500><c> key</c><01:31:19.220><c> you</c><01:31:19.520><c> know</c>

01:31:19.780 --> 01:31:19.790 align:start position:0%
has messages signed by this key you know
 

01:31:19.790 --> 01:31:21.550 align:start position:0%
has messages signed by this key you know
it<01:31:19.910><c> belongs</c><01:31:20.210><c> to</c><01:31:20.390><c> sub</c><01:31:20.600><c> dog</c><01:31:20.810><c> but</c><01:31:21.110><c> sub</c><01:31:21.350><c> dog</c>

01:31:21.550 --> 01:31:21.560 align:start position:0%
it belongs to sub dog but sub dog
 

01:31:21.560 --> 01:31:23.560 align:start position:0%
it belongs to sub dog but sub dog
doesn't<01:31:21.890><c> actually</c><01:31:22.190><c> own</c><01:31:22.490><c> that</c><01:31:22.520><c> I</c><01:31:23.090><c> have</c><01:31:23.210><c> decided</c>

01:31:23.560 --> 01:31:23.570 align:start position:0%
doesn't actually own that I have decided
 

01:31:23.570 --> 01:31:25.120 align:start position:0%
doesn't actually own that I have decided
to<01:31:23.720><c> accept</c><01:31:24.170><c> the</c><01:31:24.260><c> fact</c><01:31:24.560><c> that</c><01:31:24.650><c> he's</c><01:31:24.860><c> called</c>

01:31:25.120 --> 01:31:25.130 align:start position:0%
to accept the fact that he's called
 

01:31:25.130 --> 01:31:28.510 align:start position:0%
to accept the fact that he's called
himself<01:31:25.310><c> back</c><01:31:25.640><c> on</c><01:31:26.000><c> SSP</c><01:31:27.070><c> this</c><01:31:28.070><c> is</c><01:31:28.190><c> kind</c><01:31:28.370><c> of</c><01:31:28.400><c> what</c>

01:31:28.510 --> 01:31:28.520 align:start position:0%
himself back on SSP this is kind of what
 

01:31:28.520 --> 01:31:30.250 align:start position:0%
himself back on SSP this is kind of what
feed<01:31:28.730><c> looks</c><01:31:28.880><c> like</c><01:31:29.120><c> just</c><01:31:29.870><c> like</c><01:31:29.900><c> a</c><01:31:30.020><c> blockchain</c>

01:31:30.250 --> 01:31:30.260 align:start position:0%
feed looks like just like a blockchain
 

01:31:30.260 --> 01:31:32.380 align:start position:0%
feed looks like just like a blockchain
this<01:31:30.590><c> content</c><01:31:31.130><c> hash</c><01:31:31.340><c> linked</c><01:31:31.760><c> so</c><01:31:32.180><c> this</c>

01:31:32.380 --> 01:31:32.390 align:start position:0%
this content hash linked so this
 

01:31:32.390 --> 01:31:35.860 align:start position:0%
this content hash linked so this
previous<01:31:33.550><c> here</c><01:31:34.550><c> is</c><01:31:35.060><c> the</c><01:31:35.330><c> hash</c><01:31:35.510><c> of</c><01:31:35.750><c> this</c>

01:31:35.860 --> 01:31:35.870 align:start position:0%
previous here is the hash of this
 

01:31:35.870 --> 01:31:37.870 align:start position:0%
previous here is the hash of this
definer<01:31:36.230><c> message</c><01:31:36.560><c> before</c><01:31:36.740><c> this</c><01:31:37.580><c> is</c><01:31:37.730><c> how</c>

01:31:37.870 --> 01:31:37.880 align:start position:0%
definer message before this is how
 

01:31:37.880 --> 01:31:40.660 align:start position:0%
definer message before this is how
you're<01:31:38.110><c> providing</c><01:31:39.110><c> authenticity</c><01:31:39.950><c> to</c><01:31:40.580><c> the</c>

01:31:40.660 --> 01:31:40.670 align:start position:0%
you're providing authenticity to the
 

01:31:40.670 --> 01:31:42.790 align:start position:0%
you're providing authenticity to the
messages<01:31:41.060><c> as</c><01:31:41.180><c> they</c><01:31:41.210><c> get</c><01:31:41.450><c> replicated</c><01:31:42.080><c> people</c>

01:31:42.790 --> 01:31:42.800 align:start position:0%
messages as they get replicated people
 

01:31:42.800 --> 01:31:44.260 align:start position:0%
messages as they get replicated people
would<01:31:42.950><c> need</c><01:31:43.130><c> my</c><01:31:43.400><c> key</c><01:31:43.700><c> and</c><01:31:43.910><c> they</c><01:31:44.000><c> would</c><01:31:44.120><c> need</c>

01:31:44.260 --> 01:31:44.270 align:start position:0%
would need my key and they would need
 

01:31:44.270 --> 01:31:45.730 align:start position:0%
would need my key and they would need
all<01:31:44.540><c> of</c><01:31:44.570><c> my</c><01:31:44.720><c> messages</c><01:31:45.170><c> going</c><01:31:45.440><c> all</c><01:31:45.620><c> the</c><01:31:45.710><c> way</c>

01:31:45.730 --> 01:31:45.740 align:start position:0%
all of my messages going all the way
 

01:31:45.740 --> 01:31:47.860 align:start position:0%
all of my messages going all the way
back<01:31:45.830><c> to</c><01:31:46.190><c> sort</c><01:31:46.430><c> of</c><01:31:46.460><c> Genesis</c><01:31:47.180><c> message</c><01:31:47.600><c> if</c><01:31:47.750><c> they</c>

01:31:47.860 --> 01:31:47.870 align:start position:0%
back to sort of Genesis message if they
 

01:31:47.870 --> 01:31:51.190 align:start position:0%
back to sort of Genesis message if they
wanted<01:31:48.170><c> to</c><01:31:48.460><c> Forge</c><01:31:49.690><c> anything</c><01:31:50.690><c> that</c><01:31:50.840><c> I'm</c><01:31:50.930><c> trying</c>

01:31:51.190 --> 01:31:51.200 align:start position:0%
wanted to Forge anything that I'm trying
 

01:31:51.200 --> 01:31:57.430 align:start position:0%
wanted to Forge anything that I'm trying
to<01:31:51.320><c> say</c><01:31:51.500><c> unless</c><01:31:51.860><c> is</c><01:31:52.010><c> B</c><01:31:53.770><c> so</c><01:31:56.320><c> there's</c><01:31:57.320><c> also</c>

01:31:57.430 --> 01:31:57.440 align:start position:0%
to say unless is B so there's also
 

01:31:57.440 --> 01:31:59.350 align:start position:0%
to say unless is B so there's also
probably<01:31:57.800><c> no</c><01:31:58.070><c> networking</c><01:31:58.640><c> that's</c><01:31:58.970><c> included</c>

01:31:59.350 --> 01:31:59.360 align:start position:0%
probably no networking that's included
 

01:31:59.360 --> 01:32:00.790 align:start position:0%
probably no networking that's included
in<01:31:59.480><c> the</c><01:31:59.540><c> secret</c><01:31:59.840><c> handshake</c><01:31:59.990><c> now</c><01:32:00.530><c> I'm</c><01:32:00.680><c> not</c>

01:32:00.790 --> 01:32:00.800 align:start position:0%
in the secret handshake now I'm not
 

01:32:00.800 --> 01:32:01.960 align:start position:0%
in the secret handshake now I'm not
going<01:32:00.920><c> to</c><01:32:00.980><c> go</c><01:32:01.190><c> into</c><01:32:01.370><c> the</c><01:32:01.460><c> details</c><01:32:01.790><c> of</c><01:32:01.910><c> that</c>

01:32:01.960 --> 01:32:01.970 align:start position:0%
going to go into the details of that
 

01:32:01.970 --> 01:32:03.610 align:start position:0%
going to go into the details of that
because<01:32:02.180><c> it's</c><01:32:02.450><c> not</c><01:32:02.720><c> enough</c><01:32:02.960><c> time</c><01:32:03.140><c> but</c><01:32:03.410><c> if</c><01:32:03.500><c> you</c>

01:32:03.610 --> 01:32:03.620 align:start position:0%
because it's not enough time but if you
 

01:32:03.620 --> 01:32:05.410 align:start position:0%
because it's not enough time but if you
imagine<01:32:03.800><c> a</c><01:32:04.070><c> TLS</c><01:32:04.460><c> handshake</c><01:32:04.490><c> between</c><01:32:05.060><c> two</c>

01:32:05.410 --> 01:32:05.420 align:start position:0%
imagine a TLS handshake between two
 

01:32:05.420 --> 01:32:08.740 align:start position:0%
imagine a TLS handshake between two
peers<01:32:05.720><c> where</c><01:32:06.020><c> the</c><01:32:06.200><c> identity</c><01:32:07.190><c> is</c><01:32:07.910><c> the</c><01:32:08.420><c> key</c><01:32:08.600><c> that</c>

01:32:08.740 --> 01:32:08.750 align:start position:0%
peers where the identity is the key that
 

01:32:08.750 --> 01:32:11.110 align:start position:0%
peers where the identity is the key that
I<01:32:08.840><c> both</c><01:32:09.230><c> recently</c><01:32:09.830><c> discussed</c><01:32:10.160><c> that's</c><01:32:10.910><c> the</c><01:32:11.030><c> way</c>

01:32:11.110 --> 01:32:11.120 align:start position:0%
I both recently discussed that's the way
 

01:32:11.120 --> 01:32:14.530 align:start position:0%
I both recently discussed that's the way
the<01:32:11.240><c> secret</c><01:32:11.450><c> handshake</c><01:32:11.870><c> works</c><01:32:13.180><c> now</c><01:32:14.180><c> we</c><01:32:14.240><c> get</c><01:32:14.420><c> to</c>

01:32:14.530 --> 01:32:14.540 align:start position:0%
the secret handshake works now we get to
 

01:32:14.540 --> 01:32:16.120 align:start position:0%
the secret handshake works now we get to
some<01:32:14.690><c> of</c><01:32:14.720><c> the</c><01:32:14.840><c> interesting</c><01:32:15.170><c> stuff</c><01:32:15.350><c> so</c><01:32:15.740><c> peer</c>

01:32:16.120 --> 01:32:16.130 align:start position:0%
some of the interesting stuff so peer
 

01:32:16.130 --> 01:32:18.490 align:start position:0%
some of the interesting stuff so peer
discovery<01:32:16.610><c> you</c><01:32:17.030><c> can</c><01:32:17.210><c> pull</c><01:32:17.780><c> stuff</c><01:32:17.990><c> in</c><01:32:18.200><c> over</c><01:32:18.470><c> a</c>

01:32:18.490 --> 01:32:18.500 align:start position:0%
discovery you can pull stuff in over a
 

01:32:18.500 --> 01:32:20.200 align:start position:0%
discovery you can pull stuff in over a
local<01:32:18.800><c> network</c><01:32:18.890><c> so</c><01:32:19.310><c> that's</c><01:32:19.400><c> Bluetooth</c><01:32:19.910><c> Wi-Fi</c>

01:32:20.200 --> 01:32:20.210 align:start position:0%
local network so that's Bluetooth Wi-Fi
 

01:32:20.210 --> 01:32:22.480 align:start position:0%
local network so that's Bluetooth Wi-Fi
whatever<01:32:20.750><c> else</c><01:32:20.960><c> the</c><01:32:21.440><c> guy</c><01:32:21.560><c> who's</c><01:32:21.740><c> grounded</c><01:32:21.860><c> SSP</c>

01:32:22.480 --> 01:32:22.490 align:start position:0%
whatever else the guy who's grounded SSP
 

01:32:22.490 --> 01:32:23.860 align:start position:0%
whatever else the guy who's grounded SSP
actually<01:32:22.850><c> lives</c><01:32:23.060><c> on</c><01:32:23.180><c> a</c><01:32:23.210><c> boat</c><01:32:23.300><c> and</c><01:32:23.720><c> when</c><01:32:23.810><c> he</c>

01:32:23.860 --> 01:32:23.870 align:start position:0%
actually lives on a boat and when he
 

01:32:23.870 --> 01:32:26.140 align:start position:0%
actually lives on a boat and when he
gets<01:32:24.050><c> back</c><01:32:24.260><c> onto</c><01:32:24.470><c> Shore</c><01:32:24.830><c> he</c><01:32:25.670><c> connects</c><01:32:26.000><c> to</c><01:32:26.060><c> a</c>

01:32:26.140 --> 01:32:26.150 align:start position:0%
gets back onto Shore he connects to a
 

01:32:26.150 --> 01:32:27.790 align:start position:0%
gets back onto Shore he connects to a
local<01:32:26.480><c> Wi-Fi</c><01:32:26.630><c> instincts</c><01:32:27.260><c> all</c><01:32:27.380><c> of</c><01:32:27.470><c> this</c><01:32:27.560><c> stuff</c>

01:32:27.790 --> 01:32:27.800 align:start position:0%
local Wi-Fi instincts all of this stuff
 

01:32:27.800 --> 01:32:30.550 align:start position:0%
local Wi-Fi instincts all of this stuff
you<01:32:28.760><c> can</c><01:32:28.850><c> also</c><01:32:28.970><c> use</c><01:32:29.150><c> an</c><01:32:29.270><c> invite</c><01:32:29.510><c> coded</c><01:32:29.900><c> message</c>

01:32:30.550 --> 01:32:30.560 align:start position:0%
you can also use an invite coded message
 

01:32:30.560 --> 01:32:32.800 align:start position:0%
you can also use an invite coded message
and<01:32:31.070><c> pubs</c><01:32:31.610><c> are</c><01:32:31.700><c> important</c><01:32:32.150><c> because</c><01:32:32.330><c> following</c>

01:32:32.800 --> 01:32:32.810 align:start position:0%
and pubs are important because following
 

01:32:32.810 --> 01:32:34.750 align:start position:0%
and pubs are important because following
has<01:32:33.260><c> meaning</c><01:32:33.530><c> this</c><01:32:33.830><c> is</c><01:32:33.980><c> there's</c><01:32:34.370><c> one</c><01:32:34.430><c> thing</c>

01:32:34.750 --> 01:32:34.760 align:start position:0%
has meaning this is there's one thing
 

01:32:34.760 --> 01:32:36.250 align:start position:0%
has meaning this is there's one thing
that<01:32:34.820><c> I</c><01:32:35.000><c> want</c><01:32:35.180><c> you</c><01:32:35.270><c> to</c><01:32:35.300><c> take</c><01:32:35.540><c> away</c><01:32:35.690><c> from</c><01:32:35.840><c> this</c>

01:32:36.250 --> 01:32:36.260 align:start position:0%
that I want you to take away from this
 

01:32:36.260 --> 01:32:38.920 align:start position:0%
that I want you to take away from this
sort<01:32:36.530><c> of</c><01:32:36.560><c> talk</c><01:32:37.130><c> about</c><01:32:37.190><c> SSB</c><01:32:37.850><c> is</c><01:32:38.120><c> that</c><01:32:38.300><c> SSP</c><01:32:38.750><c> has</c>

01:32:38.920 --> 01:32:38.930 align:start position:0%
sort of talk about SSB is that SSP has
 

01:32:38.930 --> 01:32:41.740 align:start position:0%
sort of talk about SSB is that SSP has
baked<01:32:39.230><c> the</c><01:32:39.410><c> concept</c><01:32:39.890><c> to</c><01:32:40.040><c> play</c><01:32:40.220><c> the</c><01:32:41.210><c> social</c>

01:32:41.740 --> 01:32:41.750 align:start position:0%
baked the concept to play the social
 

01:32:41.750 --> 01:32:44.200 align:start position:0%
baked the concept to play the social
interactions<01:32:42.380><c> between</c><01:32:42.530><c> people</c><01:32:43.000><c> into</c><01:32:44.000><c> the</c>

01:32:44.200 --> 01:32:44.210 align:start position:0%
interactions between people into the
 

01:32:44.210 --> 01:32:46.360 align:start position:0%
interactions between people into the
protocol<01:32:44.690><c> and</c><01:32:45.500><c> the</c><01:32:45.560><c> way</c><01:32:45.650><c> it</c><01:32:45.770><c> does</c><01:32:45.950><c> that</c><01:32:45.980><c> is</c>

01:32:46.360 --> 01:32:46.370 align:start position:0%
protocol and the way it does that is
 

01:32:46.370 --> 01:32:49.089 align:start position:0%
protocol and the way it does that is
with<01:32:46.520><c> the</c><01:32:46.610><c> pub</c><01:32:47.020><c> and</c>

01:32:49.089 --> 01:32:49.099 align:start position:0%
with the pub and
 

01:32:49.099 --> 01:32:52.089 align:start position:0%
with the pub and
you<01:32:49.639><c> when</c><01:32:50.300><c> you</c><01:32:50.389><c> sign</c><01:32:50.630><c> up</c><01:32:50.659><c> for</c><01:32:51.079><c> bug</c><01:32:51.349><c> you</c><01:32:51.949><c> now</c>

01:32:52.089 --> 01:32:52.099 align:start position:0%
you when you sign up for bug you now
 

01:32:52.099 --> 01:32:53.740 align:start position:0%
you when you sign up for bug you now
have<01:32:52.280><c> a</c><01:32:52.310><c> pub</c><01:32:52.550><c> in</c><01:32:52.670><c> the</c><01:32:52.760><c> hub</c><01:32:52.909><c> follows</c><01:32:53.300><c> you</c><01:32:53.480><c> the</c>

01:32:53.740 --> 01:32:53.750 align:start position:0%
have a pub in the hub follows you the
 

01:32:53.750 --> 01:32:55.359 align:start position:0%
have a pub in the hub follows you the
pub<01:32:53.929><c> will</c><01:32:54.079><c> be</c><01:32:54.170><c> replicating</c><01:32:54.800><c> your</c><01:32:55.040><c> feed</c>

01:32:55.359 --> 01:32:55.369 align:start position:0%
pub will be replicating your feed
 

01:32:55.369 --> 01:32:56.950 align:start position:0%
pub will be replicating your feed
messages<01:32:55.849><c> to</c><01:32:56.030><c> existing</c><01:32:56.480><c> users</c><01:32:56.750><c> on</c><01:32:56.869><c> the</c>

01:32:56.950 --> 01:32:56.960 align:start position:0%
messages to existing users on the
 

01:32:56.960 --> 01:32:58.899 align:start position:0%
messages to existing users on the
network<01:32:56.989><c> when</c><01:32:57.920><c> you</c><01:32:58.040><c> saw</c><01:32:58.219><c> the</c><01:32:58.280><c> demo</c><01:32:58.550><c> apps</c>

01:32:58.899 --> 01:32:58.909 align:start position:0%
network when you saw the demo apps
 

01:32:58.909 --> 01:33:00.729 align:start position:0%
network when you saw the demo apps
coming<01:32:59.270><c> from</c><01:32:59.540><c> me</c><01:32:59.719><c> connecting</c><01:33:00.170><c> to</c><01:33:00.320><c> a</c><01:33:00.349><c> pub</c><01:33:00.590><c> and</c>

01:33:00.729 --> 01:33:00.739 align:start position:0%
coming from me connecting to a pub and
 

01:33:00.739 --> 01:33:02.260 align:start position:0%
coming from me connecting to a pub and
the<01:33:00.829><c> pub</c><01:33:01.040><c> giving</c><01:33:01.369><c> me</c><01:33:01.489><c> everybody</c><01:33:01.940><c> else's</c>

01:33:02.260 --> 01:33:02.270 align:start position:0%
the pub giving me everybody else's
 

01:33:02.270 --> 01:33:04.600 align:start position:0%
the pub giving me everybody else's
messages<01:33:02.690><c> and</c><01:33:02.869><c> me</c><01:33:02.960><c> cashing</c><01:33:03.380><c> them</c><01:33:03.530><c> locally</c><01:33:03.889><c> so</c>

01:33:04.600 --> 01:33:04.610 align:start position:0%
messages and me cashing them locally so
 

01:33:04.610 --> 01:33:06.370 align:start position:0%
messages and me cashing them locally so
you<01:33:04.670><c> end</c><01:33:04.880><c> up</c><01:33:05.030><c> the</c><01:33:05.659><c> system</c><01:33:06.020><c> that</c><01:33:06.139><c> looks</c><01:33:06.290><c> a</c>

01:33:06.370 --> 01:33:06.380 align:start position:0%
you end up the system that looks a
 

01:33:06.380 --> 01:33:07.629 align:start position:0%
you end up the system that looks a
little<01:33:06.500><c> bit</c><01:33:06.650><c> like</c><01:33:06.800><c> this</c><01:33:06.980><c> I</c><01:33:07.190><c> took</c><01:33:07.340><c> this</c><01:33:07.460><c> from</c>

01:33:07.629 --> 01:33:07.639 align:start position:0%
little bit like this I took this from
 

01:33:07.639 --> 01:33:10.780 align:start position:0%
little bit like this I took this from
the<01:33:07.730><c> SSP</c><01:33:08.210><c> website</c><01:33:09.250><c> basically</c><01:33:10.250><c> you</c><01:33:10.639><c> have</c><01:33:10.760><c> a</c>

01:33:10.780 --> 01:33:10.790 align:start position:0%
the SSP website basically you have a
 

01:33:10.790 --> 01:33:12.790 align:start position:0%
the SSP website basically you have a
user<01:33:11.090><c> and</c><01:33:11.480><c> you</c><01:33:11.869><c> are</c><01:33:11.989><c> seeing</c><01:33:12.230><c> messages</c><01:33:12.650><c> that</c>

01:33:12.790 --> 01:33:12.800 align:start position:0%
user and you are seeing messages that
 

01:33:12.800 --> 01:33:16.060 align:start position:0%
user and you are seeing messages that
are<01:33:12.889><c> n</c><01:33:13.070><c> hops</c><01:33:13.369><c> away</c><01:33:13.610><c> from</c><01:33:14.000><c> you</c><01:33:14.090><c> this</c><01:33:15.050><c> is</c><01:33:15.260><c> kind</c><01:33:15.980><c> of</c>

01:33:16.060 --> 01:33:16.070 align:start position:0%
are n hops away from you this is kind of
 

01:33:16.070 --> 01:33:17.950 align:start position:0%
are n hops away from you this is kind of
interesting<01:33:16.219><c> because</c><01:33:16.880><c> it</c><01:33:17.179><c> means</c><01:33:17.300><c> that</c><01:33:17.599><c> how</c>

01:33:17.950 --> 01:33:17.960 align:start position:0%
interesting because it means that how
 

01:33:17.960 --> 01:33:19.629 align:start position:0%
interesting because it means that how
many<01:33:18.020><c> of</c><01:33:18.230><c> you</c><01:33:18.409><c> have</c><01:33:18.679><c> gone</c><01:33:18.889><c> on</c><01:33:19.070><c> Twitter</c><01:33:19.340><c> and</c>

01:33:19.629 --> 01:33:19.639 align:start position:0%
many of you have gone on Twitter and
 

01:33:19.639 --> 01:33:21.310 align:start position:0%
many of you have gone on Twitter and
like<01:33:19.820><c> to</c><01:33:19.940><c> spin</c><01:33:20.150><c> bombarded</c><01:33:20.599><c> with</c><01:33:20.659><c> trolls</c><01:33:21.020><c> or</c>

01:33:21.310 --> 01:33:21.320 align:start position:0%
like to spin bombarded with trolls or
 

01:33:21.320 --> 01:33:22.959 align:start position:0%
like to spin bombarded with trolls or
people<01:33:21.560><c> you</c><01:33:21.679><c> don't</c><01:33:21.800><c> like</c><01:33:21.949><c> and</c><01:33:22.460><c> sort</c><01:33:22.670><c> of</c><01:33:22.760><c> things</c>

01:33:22.959 --> 01:33:22.969 align:start position:0%
people you don't like and sort of things
 

01:33:22.969 --> 01:33:25.810 align:start position:0%
people you don't like and sort of things
like<01:33:23.060><c> that</c><01:33:23.230><c> sort</c><01:33:24.230><c> of</c><01:33:24.290><c> see</c><01:33:24.500><c> some</c><01:33:24.800><c> nods</c><01:33:25.520><c> and</c>

01:33:25.810 --> 01:33:25.820 align:start position:0%
like that sort of see some nods and
 

01:33:25.820 --> 01:33:27.580 align:start position:0%
like that sort of see some nods and
things<01:33:25.969><c> along</c><01:33:26.090><c> those</c><01:33:26.360><c> lines</c><01:33:26.510><c> on</c><01:33:26.900><c> SSP</c><01:33:27.320><c> when</c><01:33:27.500><c> you</c>

01:33:27.580 --> 01:33:27.590 align:start position:0%
things along those lines on SSP when you
 

01:33:27.590 --> 01:33:29.050 align:start position:0%
things along those lines on SSP when you
block<01:33:27.829><c> someone</c><01:33:27.860><c> as</c><01:33:28.400><c> a</c><01:33:28.429><c> protocol</c><01:33:28.790><c> level</c>

01:33:29.050 --> 01:33:29.060 align:start position:0%
block someone as a protocol level
 

01:33:29.060 --> 01:33:31.060 align:start position:0%
block someone as a protocol level
meaning<01:33:29.360><c> your</c><01:33:30.050><c> client</c><01:33:30.469><c> will</c><01:33:30.590><c> refuse</c><01:33:31.040><c> to</c>

01:33:31.060 --> 01:33:31.070 align:start position:0%
meaning your client will refuse to
 

01:33:31.070 --> 01:33:33.189 align:start position:0%
meaning your client will refuse to
replicate<01:33:31.670><c> any</c><01:33:31.909><c> messages</c><01:33:32.480><c> that</c><01:33:32.540><c> come</c><01:33:32.929><c> from</c>

01:33:33.189 --> 01:33:33.199 align:start position:0%
replicate any messages that come from
 

01:33:33.199 --> 01:33:35.859 align:start position:0%
replicate any messages that come from
the<01:33:33.380><c> blocked</c><01:33:33.619><c> identity</c><01:33:34.130><c> oh</c><01:33:34.480><c> I'm</c><01:33:35.480><c> out</c><01:33:35.599><c> of</c><01:33:35.659><c> time</c>

01:33:35.859 --> 01:33:35.869 align:start position:0%
the blocked identity oh I'm out of time
 

01:33:35.869 --> 01:33:37.450 align:start position:0%
the blocked identity oh I'm out of time
can<01:33:36.110><c> I</c><01:33:36.170><c> go</c><01:33:36.290><c> over</c><01:33:36.349><c> for</c><01:33:36.710><c> 30</c><01:33:36.829><c> seconds</c><01:33:37.190><c> yeah</c><01:33:37.400><c> you</c>

01:33:37.450 --> 01:33:37.460 align:start position:0%
can I go over for 30 seconds yeah you
 

01:33:37.460 --> 01:33:39.010 align:start position:0%
can I go over for 30 seconds yeah you
should<01:33:37.880><c> you</c><01:33:38.030><c> should</c><01:33:38.060><c> and</c><01:33:38.389><c> thank</c><01:33:38.599><c> you</c><01:33:38.690><c> so</c><01:33:38.840><c> much</c>

01:33:39.010 --> 01:33:39.020 align:start position:0%
should you should and thank you so much
 

01:33:39.020 --> 01:33:41.620 align:start position:0%
should you should and thank you so much
for<01:33:39.199><c> doing</c><01:33:39.380><c> that</c><01:33:39.560><c> person</c><01:33:40.130><c> from</c><01:33:40.369><c> SSB</c><01:33:40.969><c> did</c><01:33:41.360><c> was</c>

01:33:41.620 --> 01:33:41.630 align:start position:0%
for doing that person from SSB did was
 

01:33:41.630 --> 01:33:43.810 align:start position:0%
for doing that person from SSB did was
not<01:33:41.869><c> able</c><01:33:42.079><c> to</c><01:33:42.199><c> come</c><01:33:42.409><c> to</c><01:33:42.469><c> Def</c><01:33:42.800><c> Con</c><01:33:43.010><c> last</c><01:33:43.040><c> seconds</c>

01:33:43.810 --> 01:33:43.820 align:start position:0%
not able to come to Def Con last seconds
 

01:33:43.820 --> 01:33:46.240 align:start position:0%
not able to come to Def Con last seconds
and<01:33:44.000><c> in</c><01:33:44.179><c> math</c><01:33:44.420><c> math</c><01:33:44.840><c> it's</c><01:33:45.079><c> like</c><01:33:45.139><c> nice</c><01:33:45.920><c> enough</c>

01:33:46.240 --> 01:33:46.250 align:start position:0%
and in math math it's like nice enough
 

01:33:46.250 --> 01:33:48.069 align:start position:0%
and in math math it's like nice enough
to<01:33:46.400><c> fill</c><01:33:46.610><c> in</c><01:33:46.760><c> and</c><01:33:47.000><c> the</c><01:33:47.239><c> brave</c><01:33:47.420><c> enough</c><01:33:47.690><c> to</c><01:33:47.750><c> fill</c>

01:33:48.069 --> 01:33:48.079 align:start position:0%
to fill in and the brave enough to fill
 

01:33:48.079 --> 01:33:50.350 align:start position:0%
to fill in and the brave enough to fill
in<01:33:48.230><c> like</c><01:33:48.409><c> on</c><01:33:48.650><c> a</c><01:33:48.679><c> very</c><01:33:48.949><c> short</c><01:33:49.010><c> notice</c><01:33:49.489><c> and</c><01:33:50.060><c> some</c>

01:33:50.350 --> 01:33:50.360 align:start position:0%
in like on a very short notice and some
 

01:33:50.360 --> 01:33:52.930 align:start position:0%
in like on a very short notice and some
are<01:33:50.480><c> SSB</c><01:33:50.960><c> so</c><01:33:51.199><c> yeah</c><01:33:51.440><c> yeah</c><01:33:51.800><c> yeah</c><01:33:52.040><c> Simon</c><01:33:52.730><c> by</c><01:33:52.880><c> the</c>

01:33:52.930 --> 01:33:52.940 align:start position:0%
are SSB so yeah yeah yeah Simon by the
 

01:33:52.940 --> 01:33:56.280 align:start position:0%
are SSB so yeah yeah yeah Simon by the
way<01:33:53.090><c> seven</c><01:33:53.570><c> seconds</c>

01:33:56.280 --> 01:33:56.290 align:start position:0%
 
 

01:33:56.290 --> 01:33:59.200 align:start position:0%
 
I'm<01:33:57.290><c> a</c><01:33:57.380><c> fan</c><01:33:57.590><c> of</c><01:33:57.620><c> SSB</c><01:33:58.010><c> I'm</c><01:33:58.370><c> not</c><01:33:58.730><c> a</c><01:33:58.760><c> core</c>

01:33:59.200 --> 01:33:59.210 align:start position:0%
I'm a fan of SSB I'm not a core
 

01:33:59.210 --> 01:34:01.120 align:start position:0%
I'm a fan of SSB I'm not a core
developer<01:33:59.300><c> but</c><01:34:00.020><c> I</c><01:34:00.260><c> just</c><01:34:00.470><c> think</c><01:34:00.620><c> it's</c><01:34:00.770><c> super</c>

01:34:01.120 --> 01:34:01.130 align:start position:0%
developer but I just think it's super
 

01:34:01.130 --> 01:34:02.560 align:start position:0%
developer but I just think it's super
dope<01:34:01.370><c> and</c><01:34:01.640><c> so</c><01:34:01.790><c> I</c><01:34:01.820><c> was</c><01:34:02.030><c> really</c><01:34:02.270><c> happy</c><01:34:02.450><c> to</c>

01:34:02.560 --> 01:34:02.570 align:start position:0%
dope and so I was really happy to
 

01:34:02.570 --> 01:34:03.940 align:start position:0%
dope and so I was really happy to
actually<01:34:02.810><c> be</c><01:34:03.080><c> able</c><01:34:03.140><c> to</c><01:34:03.320><c> share</c><01:34:03.530><c> with</c><01:34:03.650><c> everybody</c>

01:34:03.940 --> 01:34:03.950 align:start position:0%
actually be able to share with everybody
 

01:34:03.950 --> 01:34:06.520 align:start position:0%
actually be able to share with everybody
anyway<01:34:04.790><c> so</c><01:34:05.000><c> flocking</c><01:34:05.600><c> has</c><01:34:05.750><c> meaning</c><01:34:05.960><c> following</c>

01:34:06.520 --> 01:34:06.530 align:start position:0%
anyway so flocking has meaning following
 

01:34:06.530 --> 01:34:07.960 align:start position:0%
anyway so flocking has meaning following
this<01:34:06.650><c> meeting</c><01:34:06.830><c> you</c><01:34:07.130><c> see</c><01:34:07.340><c> the</c><01:34:07.520><c> things</c><01:34:07.760><c> that</c>

01:34:07.960 --> 01:34:07.970 align:start position:0%
this meeting you see the things that
 

01:34:07.970 --> 01:34:10.090 align:start position:0%
this meeting you see the things that
your<01:34:08.150><c> social</c><01:34:08.510><c> graph</c><01:34:08.750><c> wants</c><01:34:09.680><c> you</c><01:34:09.770><c> to</c><01:34:09.890><c> see</c>

01:34:10.090 --> 01:34:10.100 align:start position:0%
your social graph wants you to see
 

01:34:10.100 --> 01:34:11.770 align:start position:0%
your social graph wants you to see
because<01:34:10.400><c> they're</c><01:34:10.760><c> likely</c><01:34:11.120><c> to</c><01:34:11.150><c> be</c><01:34:11.360><c> like</c><01:34:11.540><c> you</c>

01:34:11.770 --> 01:34:11.780 align:start position:0%
because they're likely to be like you
 

01:34:11.780 --> 01:34:13.330 align:start position:0%
because they're likely to be like you
and<01:34:11.990><c> follow</c><01:34:12.230><c> people</c><01:34:12.470><c> that</c><01:34:12.770><c> are</c><01:34:12.860><c> more</c><01:34:12.950><c> likely</c>

01:34:13.330 --> 01:34:13.340 align:start position:0%
and follow people that are more likely
 

01:34:13.340 --> 01:34:15.670 align:start position:0%
and follow people that are more likely
to<01:34:13.430><c> be</c><01:34:13.520><c> interesting</c><01:34:14.120><c> to</c><01:34:14.690><c> you</c><01:34:14.900><c> and</c><01:34:15.380><c> blocking</c>

01:34:15.670 --> 01:34:15.680 align:start position:0%
to be interesting to you and blocking
 

01:34:15.680 --> 01:34:19.000 align:start position:0%
to be interesting to you and blocking
the<01:34:16.010><c> same</c><01:34:16.340><c> way</c><01:34:16.550><c> so</c><01:34:17.330><c> I</c><01:34:17.690><c> think</c><01:34:18.470><c> that's</c><01:34:18.710><c> the</c><01:34:18.800><c> speed</c>

01:34:19.000 --> 01:34:19.010 align:start position:0%
the same way so I think that's the speed
 

01:34:19.010 --> 01:34:20.380 align:start position:0%
the same way so I think that's the speed
is<01:34:19.130><c> the</c><01:34:19.160><c> potential</c><01:34:19.700><c> to</c><01:34:19.790><c> change</c><01:34:19.850><c> the</c><01:34:20.150><c> way</c><01:34:20.240><c> we</c>

01:34:20.380 --> 01:34:20.390 align:start position:0%
is the potential to change the way we
 

01:34:20.390 --> 01:34:22.480 align:start position:0%
is the potential to change the way we
think<01:34:20.420><c> about</c><01:34:20.750><c> social</c><01:34:21.380><c> networking</c><01:34:21.860><c> as</c><01:34:22.160><c> well</c><01:34:22.190><c> as</c>

01:34:22.480 --> 01:34:22.490 align:start position:0%
think about social networking as well as
 

01:34:22.490 --> 01:34:24.070 align:start position:0%
think about social networking as well as
just<01:34:22.760><c> social</c><01:34:23.150><c> content</c><01:34:23.540><c> on</c><01:34:23.690><c> the</c><01:34:23.780><c> web</c><01:34:23.930><c> in</c>

01:34:24.070 --> 01:34:24.080 align:start position:0%
just social content on the web in
 

01:34:24.080 --> 01:34:26.350 align:start position:0%
just social content on the web in
general<01:34:24.440><c> I</c><01:34:24.680><c> think</c><01:34:25.250><c> it's</c><01:34:25.370><c> definitely</c><01:34:25.640><c> worthy</c>

01:34:26.350 --> 01:34:26.360 align:start position:0%
general I think it's definitely worthy
 

01:34:26.360 --> 01:34:28.930 align:start position:0%
general I think it's definitely worthy
of<01:34:26.690><c> your</c><01:34:27.110><c> time</c><01:34:27.320><c> to</c><01:34:27.470><c> check</c><01:34:27.650><c> it</c><01:34:27.830><c> out</c><01:34:27.920><c> because</c><01:34:28.550><c> if</c>

01:34:28.930 --> 01:34:28.940 align:start position:0%
of your time to check it out because if
 

01:34:28.940 --> 01:34:30.250 align:start position:0%
of your time to check it out because if
there's<01:34:29.150><c> one</c><01:34:29.360><c> thing</c><01:34:29.570><c> that's</c><01:34:29.720><c> going</c><01:34:30.020><c> to</c><01:34:30.110><c> help</c>

01:34:30.250 --> 01:34:30.260 align:start position:0%
there's one thing that's going to help
 

01:34:30.260 --> 01:34:33.070 align:start position:0%
there's one thing that's going to help
and<01:34:30.560><c> the</c><01:34:31.070><c> stigma</c><01:34:31.490><c> of</c><01:34:31.870><c> decentralized</c><01:34:32.870><c> social</c>

01:34:33.070 --> 01:34:33.080 align:start position:0%
and the stigma of decentralized social
 

01:34:33.080 --> 01:34:35.320 align:start position:0%
and the stigma of decentralized social
networking<01:34:33.560><c> doesn't</c><01:34:33.890><c> work</c><01:34:34.100><c> it's</c><01:34:34.760><c> actually</c>

01:34:35.320 --> 01:34:35.330 align:start position:0%
networking doesn't work it's actually
 

01:34:35.330 --> 01:34:37.180 align:start position:0%
networking doesn't work it's actually
having<01:34:35.870><c> content</c><01:34:36.260><c> on</c><01:34:36.410><c> there</c><01:34:36.590><c> and</c><01:34:36.710><c> your</c><01:34:36.860><c> friends</c>

01:34:37.180 --> 01:34:37.190 align:start position:0%
having content on there and your friends
 

01:34:37.190 --> 01:34:39.220 align:start position:0%
having content on there and your friends
on<01:34:37.340><c> there</c><01:34:37.630><c> because</c><01:34:38.630><c> that's</c><01:34:38.750><c> the</c><01:34:38.870><c> number</c><01:34:39.110><c> one</c>

01:34:39.220 --> 01:34:39.230 align:start position:0%
on there because that's the number one
 

01:34:39.230 --> 01:34:40.720 align:start position:0%
on there because that's the number one
objection<01:34:39.650><c> that</c><01:34:39.740><c> people</c><01:34:39.770><c> have</c><01:34:40.160><c> to</c><01:34:40.370><c> any</c><01:34:40.460><c> piece</c>

01:34:40.720 --> 01:34:40.730 align:start position:0%
objection that people have to any piece
 

01:34:40.730 --> 01:34:42.460 align:start position:0%
objection that people have to any piece
exactly<01:34:41.210><c> and</c><01:34:41.660><c> you</c><01:34:41.750><c> should</c><01:34:41.870><c> talk</c><01:34:41.990><c> to</c><01:34:42.050><c> Frankie</c>

01:34:42.460 --> 01:34:42.470 align:start position:0%
exactly and you should talk to Frankie
 

01:34:42.470 --> 01:34:45.990 align:start position:0%
exactly and you should talk to Frankie
about<01:34:42.530><c> SSB</c><01:34:43.010><c> too</c><01:34:43.220><c> she</c><01:34:43.720><c> actually</c><01:34:44.720><c> works</c><01:34:45.110><c> on</c>

01:34:45.990 --> 01:34:46.000 align:start position:0%
about SSB too she actually works on
 

01:34:46.000 --> 01:34:48.430 align:start position:0%
about SSB too she actually works on
that's<01:34:47.000><c> all</c><01:34:47.120><c> the</c><01:34:47.180><c> time</c><01:34:47.360><c> I</c><01:34:47.450><c> got</c><01:34:47.570><c> identify</c>

01:34:48.430 --> 01:34:48.440 align:start position:0%
that's all the time I got identify
 

01:34:48.440 --> 01:34:55.580 align:start position:0%
that's all the time I got identify
yourself

01:34:55.580 --> 01:34:55.590 align:start position:0%
 
 

01:34:55.590 --> 01:34:57.690 align:start position:0%
 
thanks<01:34:56.590><c> everyone</c><01:34:57.010><c> oh</c><01:34:57.160><c> this</c><01:34:57.370><c> is</c><01:34:57.490><c> gonna</c><01:34:57.610><c> be</c>

01:34:57.690 --> 01:34:57.700 align:start position:0%
thanks everyone oh this is gonna be
 

01:34:57.700 --> 01:34:59.580 align:start position:0%
thanks everyone oh this is gonna be
really<01:34:58.030><c> exciting</c><01:34:58.780><c> because</c><01:34:58.930><c> I'm</c><01:34:59.200><c> we're</c><01:34:59.440><c> all</c>

01:34:59.580 --> 01:34:59.590 align:start position:0%
really exciting because I'm we're all
 

01:34:59.590 --> 01:35:01.560 align:start position:0%
really exciting because I'm we're all
used<01:34:59.770><c> to</c><01:34:59.890><c> demos</c><01:35:00.340><c> failing</c><01:35:00.850><c> well</c><01:35:01.030><c> haven't</c><01:35:01.420><c> seen</c>

01:35:01.560 --> 01:35:01.570 align:start position:0%
used to demos failing well haven't seen
 

01:35:01.570 --> 01:35:04.170 align:start position:0%
used to demos failing well haven't seen
the<01:35:01.690><c> kind</c><01:35:01.840><c> of</c><01:35:01.930><c> catastrophic</c><01:35:02.320><c> failure</c><01:35:03.180><c> scaling</c>

01:35:04.170 --> 01:35:04.180 align:start position:0%
the kind of catastrophic failure scaling
 

01:35:04.180 --> 01:35:06.690 align:start position:0%
the kind of catastrophic failure scaling
all<01:35:04.330><c> morning</c><01:35:04.690><c> so</c><01:35:05.380><c> it'd</c><01:35:05.920><c> be</c><01:35:06.040><c> good</c><01:35:06.220><c> to</c><01:35:06.280><c> get</c><01:35:06.580><c> this</c>

01:35:06.690 --> 01:35:06.700 align:start position:0%
all morning so it'd be good to get this
 

01:35:06.700 --> 01:35:08.220 align:start position:0%
all morning so it'd be good to get this
out<01:35:06.880><c> of</c><01:35:06.910><c> the</c><01:35:07.030><c> way</c><01:35:07.210><c> now</c><01:35:07.450><c> I'm</c><01:35:07.840><c> gonna</c><01:35:07.990><c> do</c><01:35:08.200><c> a</c>

01:35:08.220 --> 01:35:08.230 align:start position:0%
out of the way now I'm gonna do a
 

01:35:08.230 --> 01:35:11.490 align:start position:0%
out of the way now I'm gonna do a
mainstage<01:35:09.220><c> talk</c><01:35:09.520><c> on</c><01:35:09.880><c> and</c><01:35:10.540><c> I'll</c><01:35:11.200><c> go</c><01:35:11.350><c> quickly</c>

01:35:11.490 --> 01:35:11.500 align:start position:0%
mainstage talk on and I'll go quickly
 

01:35:11.500 --> 01:35:13.980 align:start position:0%
mainstage talk on and I'll go quickly
through<01:35:11.680><c> a</c><01:35:11.890><c> couple</c><01:35:12.040><c> of</c><01:35:12.190><c> things</c><01:35:12.370><c> so</c><01:35:12.670><c> I'm</c><01:35:13.270><c> -</c><01:35:13.660><c> rich</c>

01:35:13.980 --> 01:35:13.990 align:start position:0%
through a couple of things so I'm - rich
 

01:35:13.990 --> 01:35:15.090 align:start position:0%
through a couple of things so I'm - rich
Gordon<01:35:14.320><c> I</c><01:35:14.380><c> work</c><01:35:14.560><c> on</c><01:35:14.680><c> a</c><01:35:14.740><c> project</c><01:35:14.770><c> called</c>

01:35:15.090 --> 01:35:15.100 align:start position:0%
Gordon I work on a project called
 

01:35:15.100 --> 01:35:16.860 align:start position:0%
Gordon I work on a project called
wireline<01:35:15.670><c> we're</c><01:35:16.000><c> building</c><01:35:16.300><c> a</c><01:35:16.390><c> new</c><01:35:16.420><c> kind</c><01:35:16.750><c> of</c>

01:35:16.860 --> 01:35:16.870 align:start position:0%
wireline we're building a new kind of
 

01:35:16.870 --> 01:35:18.750 align:start position:0%
wireline we're building a new kind of
peer-to-peer<01:35:17.200><c> network</c><01:35:18.010><c> and</c><01:35:18.550><c> they're</c><01:35:18.640><c> gonna</c>

01:35:18.750 --> 01:35:18.760 align:start position:0%
peer-to-peer network and they're gonna
 

01:35:18.760 --> 01:35:21.630 align:start position:0%
peer-to-peer network and they're gonna
demonstrate<01:35:19.000><c> today</c><01:35:20.010><c> quickly</c><01:35:21.010><c> how</c><01:35:21.340><c> we</c><01:35:21.400><c> can</c>

01:35:21.630 --> 01:35:21.640 align:start position:0%
demonstrate today quickly how we can
 

01:35:21.640 --> 01:35:24.090 align:start position:0%
demonstrate today quickly how we can
build<01:35:21.790><c> applications</c><01:35:22.120><c> that</c><01:35:22.900><c> might</c><01:35:23.620><c> enable</c><01:35:23.860><c> us</c>

01:35:24.090 --> 01:35:24.100 align:start position:0%
build applications that might enable us
 

01:35:24.100 --> 01:35:25.620 align:start position:0%
build applications that might enable us
to<01:35:24.130><c> stop</c><01:35:24.460><c> using</c><01:35:24.640><c> things</c><01:35:24.940><c> like</c><01:35:25.150><c> Google</c><01:35:25.480><c> Docs</c>

01:35:25.620 --> 01:35:25.630 align:start position:0%
to stop using things like Google Docs
 

01:35:25.630 --> 01:35:28.440 align:start position:0%
to stop using things like Google Docs
and<01:35:25.990><c> I</c><01:35:26.320><c> was</c><01:35:26.770><c> involved</c><01:35:27.100><c> in</c><01:35:27.370><c> group</c><01:35:27.580><c> building</c>

01:35:28.440 --> 01:35:28.450 align:start position:0%
and I was involved in group building
 

01:35:28.450 --> 01:35:30.570 align:start position:0%
and I was involved in group building
technologies<01:35:28.990><c> that</c><01:35:29.110><c> Google</c><01:35:29.380><c> Docs</c><01:35:29.530><c> Google</c><01:35:29.830><c> I'm</c>

01:35:30.570 --> 01:35:30.580 align:start position:0%
technologies that Google Docs Google I'm
 

01:35:30.580 --> 01:35:31.680 align:start position:0%
technologies that Google Docs Google I'm
going<01:35:30.790><c> to</c><01:35:30.850><c> go</c><01:35:30.910><c> through</c><01:35:31.120><c> all</c><01:35:31.150><c> these</c><01:35:31.360><c> slides</c>

01:35:31.680 --> 01:35:31.690 align:start position:0%
going to go through all these slides
 

01:35:31.690 --> 01:35:35.790 align:start position:0%
going to go through all these slides
just<01:35:32.020><c> quickly</c><01:35:34.260><c> building</c><01:35:35.260><c> that's</c><01:35:35.440><c> it's</c><01:35:35.740><c> hard</c>

01:35:35.790 --> 01:35:35.800 align:start position:0%
just quickly building that's it's hard
 

01:35:35.800 --> 01:35:37.620 align:start position:0%
just quickly building that's it's hard
building<01:35:36.430><c> apps</c><01:35:36.640><c> of</c><01:35:36.820><c> internet</c><01:35:37.210><c> scale</c><01:35:37.480><c> is</c>

01:35:37.620 --> 01:35:37.630 align:start position:0%
building apps of internet scale is
 

01:35:37.630 --> 01:35:39.270 align:start position:0%
building apps of internet scale is
really<01:35:37.930><c> hard</c><01:35:38.140><c> and</c><01:35:38.320><c> building</c><01:35:38.590><c> decentralized</c>

01:35:39.270 --> 01:35:39.280 align:start position:0%
really hard and building decentralized
 

01:35:39.280 --> 01:35:42.150 align:start position:0%
really hard and building decentralized
apps<01:35:39.520><c> it's</c><01:35:40.420><c> much</c><01:35:40.810><c> much</c><01:35:41.080><c> more</c><01:35:41.140><c> difficult</c><01:35:41.950><c> so</c><01:35:42.130><c> I</c>

01:35:42.150 --> 01:35:42.160 align:start position:0%
apps it's much much more difficult so I
 

01:35:42.160 --> 01:35:44.640 align:start position:0%
apps it's much much more difficult so I
thought<01:35:42.640><c> just</c><01:35:43.330><c> as</c><01:35:43.480><c> a</c><01:35:43.510><c> start</c><01:35:43.900><c> we</c><01:35:44.200><c> do</c><01:35:44.350><c> a</c><01:35:44.380><c> thought</c>

01:35:44.640 --> 01:35:44.650 align:start position:0%
thought just as a start we do a thought
 

01:35:44.650 --> 01:35:46.290 align:start position:0%
thought just as a start we do a thought
experiment<01:35:45.010><c> about</c><01:35:45.370><c> the</c><01:35:45.760><c> kinds</c><01:35:46.210><c> of</c>

01:35:46.290 --> 01:35:46.300 align:start position:0%
experiment about the kinds of
 

01:35:46.300 --> 01:35:48.240 align:start position:0%
experiment about the kinds of
technologies<01:35:46.930><c> we're</c><01:35:47.110><c> going</c><01:35:47.230><c> to</c><01:35:47.290><c> need</c><01:35:47.470><c> in</c>

01:35:48.240 --> 01:35:48.250 align:start position:0%
technologies we're going to need in
 

01:35:48.250 --> 01:35:50.010 align:start position:0%
technologies we're going to need in
order<01:35:48.460><c> to</c><01:35:48.610><c> rebuild</c><01:35:49.030><c> with</c><01:35:49.360><c> internet</c><01:35:49.840><c> scale</c>

01:35:50.010 --> 01:35:50.020 align:start position:0%
order to rebuild with internet scale
 

01:35:50.020 --> 01:35:52.740 align:start position:0%
order to rebuild with internet scale
applications<01:35:50.650><c> so</c><01:35:51.190><c> we</c><01:35:51.940><c> need</c><01:35:52.120><c> new</c><01:35:52.450><c> kinds</c><01:35:52.690><c> of</c>

01:35:52.740 --> 01:35:52.750 align:start position:0%
applications so we need new kinds of
 

01:35:52.750 --> 01:35:55.160 align:start position:0%
applications so we need new kinds of
networks<01:35:53.160><c> data</c><01:35:54.160><c> is</c><01:35:54.400><c> probably</c><01:35:54.610><c> the</c><01:35:54.730><c> most</c>

01:35:55.160 --> 01:35:55.170 align:start position:0%
networks data is probably the most
 

01:35:55.170 --> 01:35:58.220 align:start position:0%
networks data is probably the most
important<01:35:56.170><c> and</c><01:35:56.320><c> difficult</c><01:35:56.500><c> thing</c><01:35:56.980><c> to</c><01:35:57.130><c> solve</c>

01:35:58.220 --> 01:35:58.230 align:start position:0%
important and difficult thing to solve
 

01:35:58.230 --> 01:36:01.470 align:start position:0%
important and difficult thing to solve
where<01:35:59.230><c> do</c><01:35:59.320><c> we</c><01:35:59.440><c> run</c><01:35:59.980><c> long-running</c><01:36:00.550><c> favor</c>

01:36:01.470 --> 01:36:01.480 align:start position:0%
where do we run long-running favor
 

01:36:01.480 --> 01:36:03.720 align:start position:0%
where do we run long-running favor
intense<01:36:01.870><c> computations</c><01:36:02.710><c> and</c><01:36:03.100><c> how</c><01:36:03.430><c> do</c><01:36:03.490><c> we</c><01:36:03.610><c> deal</c>

01:36:03.720 --> 01:36:03.730 align:start position:0%
intense computations and how do we deal
 

01:36:03.730 --> 01:36:05.130 align:start position:0%
intense computations and how do we deal
with<01:36:03.760><c> identity</c><01:36:04.270><c> so</c><01:36:04.570><c> quickly</c><01:36:04.900><c> going</c><01:36:05.050><c> through</c>

01:36:05.130 --> 01:36:05.140 align:start position:0%
with identity so quickly going through
 

01:36:05.140 --> 01:36:08.250 align:start position:0%
with identity so quickly going through
these<01:36:05.640><c> if</c><01:36:06.640><c> we</c><01:36:06.700><c> were</c><01:36:07.060><c> running</c><01:36:07.510><c> Google</c><01:36:08.050><c> Docs</c>

01:36:08.250 --> 01:36:08.260 align:start position:0%
these if we were running Google Docs
 

01:36:08.260 --> 01:36:11.100 align:start position:0%
these if we were running Google Docs
here<01:36:08.620><c> today</c><01:36:08.940><c> all</c><01:36:09.940><c> of</c><01:36:09.970><c> our</c><01:36:10.210><c> keystrokes</c><01:36:10.780><c> would</c>

01:36:11.100 --> 01:36:11.110 align:start position:0%
here today all of our keystrokes would
 

01:36:11.110 --> 01:36:12.510 align:start position:0%
here today all of our keystrokes would
be<01:36:11.260><c> going</c><01:36:11.410><c> through</c><01:36:11.650><c> a</c><01:36:11.680><c> server</c><01:36:11.980><c> in</c><01:36:12.130><c> Mountain</c>

01:36:12.510 --> 01:36:12.520 align:start position:0%
be going through a server in Mountain
 

01:36:12.520 --> 01:36:13.290 align:start position:0%
be going through a server in Mountain
View<01:36:12.580><c> California</c>

01:36:13.290 --> 01:36:13.300 align:start position:0%
View California
 

01:36:13.300 --> 01:36:15.780 align:start position:0%
View California
or<01:36:13.480><c> perhaps</c><01:36:13.630><c> Tokyo</c><01:36:14.140><c> they're</c><01:36:14.980><c> not</c><01:36:15.190><c> and</c><01:36:15.700><c> if</c>

01:36:15.780 --> 01:36:15.790 align:start position:0%
or perhaps Tokyo they're not and if
 

01:36:15.790 --> 01:36:16.500 align:start position:0%
or perhaps Tokyo they're not and if
they're<01:36:15.970><c> going</c><01:36:16.120><c> to</c><01:36:16.180><c> be</c><01:36:16.270><c> going</c><01:36:16.390><c> through</c>

01:36:16.500 --> 01:36:16.510 align:start position:0%
they're going to be going through
 

01:36:16.510 --> 01:36:19.020 align:start position:0%
they're going to be going through
infrastructure<01:36:17.320><c> across</c><01:36:17.950><c> the</c><01:36:18.070><c> internet</c><01:36:18.640><c> and</c>

01:36:19.020 --> 01:36:19.030 align:start position:0%
infrastructure across the internet and
 

01:36:19.030 --> 01:36:22.680 align:start position:0%
infrastructure across the internet and
this<01:36:19.210><c> makes</c><01:36:19.480><c> absolutely</c><01:36:20.140><c> no</c><01:36:20.290><c> sense</c><01:36:20.520><c> so</c><01:36:21.690><c> we're</c>

01:36:22.680 --> 01:36:22.690 align:start position:0%
this makes absolutely no sense so we're
 

01:36:22.690 --> 01:36:23.880 align:start position:0%
this makes absolutely no sense so we're
starting<01:36:22.840><c> to</c><01:36:23.080><c> have</c><01:36:23.170><c> different</c><01:36:23.590><c> kinds</c><01:36:23.830><c> of</c>

01:36:23.880 --> 01:36:23.890 align:start position:0%
starting to have different kinds of
 

01:36:23.890 --> 01:36:25.620 align:start position:0%
starting to have different kinds of
technologies<01:36:24.490><c> for</c><01:36:24.760><c> peer-to-peer</c><01:36:24.970><c> we've</c><01:36:25.480><c> got</c>

01:36:25.620 --> 01:36:25.630 align:start position:0%
technologies for peer-to-peer we've got
 

01:36:25.630 --> 01:36:28.770 align:start position:0%
technologies for peer-to-peer we've got
the<01:36:25.750><c> BJP</c><01:36:26.290><c> with</c><01:36:26.500><c> WebRTC</c><01:36:27.360><c> there's</c><01:36:28.360><c> still</c><01:36:28.540><c> a</c><01:36:28.570><c> big</c>

01:36:28.770 --> 01:36:28.780 align:start position:0%
the BJP with WebRTC there's still a big
 

01:36:28.780 --> 01:36:30.360 align:start position:0%
the BJP with WebRTC there's still a big
chat<01:36:29.050><c> challenge</c><01:36:29.590><c> getting</c><01:36:29.950><c> this</c><01:36:30.040><c> towards</c>

01:36:30.360 --> 01:36:30.370 align:start position:0%
chat challenge getting this towards
 

01:36:30.370 --> 01:36:33.810 align:start position:0%
chat challenge getting this towards
seamlessly<01:36:30.940><c> in</c><01:36:31.030><c> the</c><01:36:31.060><c> browser</c><01:36:31.360><c> so</c><01:36:32.400><c> we</c><01:36:33.400><c> need</c><01:36:33.550><c> at</c>

01:36:33.810 --> 01:36:33.820 align:start position:0%
seamlessly in the browser so we need at
 

01:36:33.820 --> 01:36:35.520 align:start position:0%
seamlessly in the browser so we need at
least<01:36:33.880><c> additional</c><01:36:34.870><c> infrastructure</c><01:36:35.290><c> like</c>

01:36:35.520 --> 01:36:35.530 align:start position:0%
least additional infrastructure like
 

01:36:35.530 --> 01:36:36.950 align:start position:0%
least additional infrastructure like
stun<01:36:35.860><c> and</c><01:36:36.220><c> turns</c>

01:36:36.950 --> 01:36:36.960 align:start position:0%
stun and turns
 

01:36:36.960 --> 01:36:38.450 align:start position:0%
stun and turns
did<01:36:37.200><c> not</c><01:36:37.320><c> traversal</c><01:36:38.010><c> and</c><01:36:38.100><c> to</c><01:36:38.190><c> do</c><01:36:38.310><c> with</c>

01:36:38.450 --> 01:36:38.460 align:start position:0%
did not traversal and to do with
 

01:36:38.460 --> 01:36:41.060 align:start position:0%
did not traversal and to do with
firewalls<01:36:38.990><c> but</c><01:36:39.990><c> we</c><01:36:40.080><c> also</c><01:36:40.230><c> need</c><01:36:40.440><c> the</c><01:36:40.470><c> HDS</c><01:36:40.920><c> and</c>

01:36:41.060 --> 01:36:41.070 align:start position:0%
firewalls but we also need the HDS and
 

01:36:41.070 --> 01:36:42.380 align:start position:0%
firewalls but we also need the HDS and
signal<01:36:41.370><c> service</c><01:36:41.550><c> and</c><01:36:41.880><c> the</c><01:36:41.940><c> different</c><01:36:42.210><c> peers</c>

01:36:42.380 --> 01:36:42.390 align:start position:0%
signal service and the different peers
 

01:36:42.390 --> 01:36:44.180 align:start position:0%
signal service and the different peers
can<01:36:42.600><c> find</c><01:36:42.900><c> each</c><01:36:43.050><c> other</c><01:36:43.320><c> we</c><01:36:43.740><c> need</c><01:36:43.830><c> to</c><01:36:43.950><c> do</c><01:36:44.070><c> this</c>

01:36:44.180 --> 01:36:44.190 align:start position:0%
can find each other we need to do this
 

01:36:44.190 --> 01:36:46.220 align:start position:0%
can find each other we need to do this
in<01:36:44.370><c> a</c><01:36:44.430><c> way</c><01:36:44.580><c> that</c><01:36:44.610><c> doesn't</c><01:36:45.360><c> reduce</c><01:36:45.930><c> any</c>

01:36:46.220 --> 01:36:46.230 align:start position:0%
in a way that doesn't reduce any
 

01:36:46.230 --> 01:36:48.650 align:start position:0%
in a way that doesn't reduce any
centralized<01:36:46.710><c> dependencies</c><01:36:47.340><c> if</c><01:36:48.270><c> we</c><01:36:48.510><c> were</c>

01:36:48.650 --> 01:36:48.660 align:start position:0%
centralized dependencies if we were
 

01:36:48.660 --> 01:36:50.450 align:start position:0%
centralized dependencies if we were
building<01:36:49.140><c> on</c><01:36:49.260><c> the</c><01:36:49.380><c> cloud</c><01:36:49.590><c> today</c><01:36:49.890><c> we've</c><01:36:50.340><c> got</c>

01:36:50.450 --> 01:36:50.460 align:start position:0%
building on the cloud today we've got
 

01:36:50.460 --> 01:36:53.020 align:start position:0%
building on the cloud today we've got
dozens<01:36:51.270><c> of</c><01:36:51.510><c> different</c><01:36:51.660><c> databases</c><01:36:52.230><c> managers</c>

01:36:53.020 --> 01:36:53.030 align:start position:0%
dozens of different databases managers
 

01:36:53.030 --> 01:36:57.560 align:start position:0%
dozens of different databases managers
MongoDB<01:36:54.530><c> DynamoDB</c><01:36:55.530><c> Google</c><01:36:55.980><c> cloud</c><01:36:56.220><c> of</c><01:36:56.700><c> big</c>

01:36:57.560 --> 01:36:57.570 align:start position:0%
MongoDB DynamoDB Google cloud of big
 

01:36:57.570 --> 01:37:00.500 align:start position:0%
MongoDB DynamoDB Google cloud of big
table<01:36:58.020><c> s3</c><01:36:58.790><c> but</c><01:36:59.790><c> we</c><01:36:59.880><c> have</c><01:36:59.970><c> to</c><01:37:00.060><c> give</c><01:37:00.210><c> up</c><01:37:00.330><c> all</c><01:37:00.450><c> of</c>

01:37:00.500 --> 01:37:00.510 align:start position:0%
table s3 but we have to give up all of
 

01:37:00.510 --> 01:37:01.670 align:start position:0%
table s3 but we have to give up all of
that<01:37:00.720><c> if</c><01:37:00.810><c> we're</c><01:37:00.930><c> going</c><01:37:01.020><c> to</c><01:37:01.080><c> build</c><01:37:01.230><c> this</c><01:37:01.470><c> on</c><01:37:01.620><c> a</c>

01:37:01.670 --> 01:37:01.680 align:start position:0%
that if we're going to build this on a
 

01:37:01.680 --> 01:37:03.290 align:start position:0%
that if we're going to build this on a
peer-to-peer<01:37:01.920><c> network</c><01:37:01.950><c> and</c><01:37:02.760><c> we've</c><01:37:02.880><c> got</c><01:37:03.060><c> now</c>

01:37:03.290 --> 01:37:03.300 align:start position:0%
peer-to-peer network and we've got now
 

01:37:03.300 --> 01:37:06.710 align:start position:0%
peer-to-peer network and we've got now
you<01:37:03.630><c> know</c><01:37:04.290><c> starting</c><01:37:04.830><c> ten</c><01:37:05.610><c> years</c><01:37:05.820><c> ago</c><01:37:06.060><c> maybe</c>

01:37:06.710 --> 01:37:06.720 align:start position:0%
you know starting ten years ago maybe
 

01:37:06.720 --> 01:37:10.580 align:start position:0%
you know starting ten years ago maybe
before<01:37:07.080><c> that</c><01:37:07.320><c> victim</c><01:37:08.390><c> demonstrated</c><01:37:09.590><c> stable</c>

01:37:10.580 --> 01:37:10.590 align:start position:0%
before that victim demonstrated stable
 

01:37:10.590 --> 01:37:12.470 align:start position:0%
before that victim demonstrated stable
file<01:37:11.130><c> exchange</c><01:37:11.640><c> will</c><01:37:12.210><c> that</c><01:37:12.330><c> require</c>

01:37:12.470 --> 01:37:12.480 align:start position:0%
file exchange will that require
 

01:37:12.480 --> 01:37:15.560 align:start position:0%
file exchange will that require
decentralized<01:37:13.260><c> index</c><01:37:14.060><c> and</c><01:37:15.060><c> now</c><01:37:15.240><c> we're</c><01:37:15.420><c> moving</c>

01:37:15.560 --> 01:37:15.570 align:start position:0%
decentralized index and now we're moving
 

01:37:15.570 --> 01:37:18.290 align:start position:0%
decentralized index and now we're moving
rapidly<01:37:15.930><c> towards</c><01:37:16.740><c> okay</c><01:37:17.490><c> the</c><01:37:17.550><c> peer</c><01:37:17.820><c> protocols</c>

01:37:18.290 --> 01:37:18.300 align:start position:0%
rapidly towards okay the peer protocols
 

01:37:18.300 --> 01:37:20.870 align:start position:0%
rapidly towards okay the peer protocols
like<01:37:18.510><c> that</c><01:37:18.810><c> and</c><01:37:19.170><c> secure</c><01:37:19.530><c> scuttlebutt</c><01:37:20.160><c> to</c><01:37:20.730><c> give</c>

01:37:20.870 --> 01:37:20.880 align:start position:0%
like that and secure scuttlebutt to give
 

01:37:20.880 --> 01:37:22.580 align:start position:0%
like that and secure scuttlebutt to give
us<01:37:21.000><c> access</c><01:37:21.180><c> to</c><01:37:21.360><c> real-time</c><01:37:21.690><c> date</c><01:37:22.170><c> so</c><01:37:22.350><c> they</c><01:37:22.470><c> can</c>

01:37:22.580 --> 01:37:22.590 align:start position:0%
us access to real-time date so they can
 

01:37:22.590 --> 01:37:24.770 align:start position:0%
us access to real-time date so they can
be<01:37:22.680><c> securely</c><01:37:23.070><c> exchanged</c><01:37:23.760><c> but</c><01:37:24.300><c> we</c><01:37:24.420><c> still</c><01:37:24.600><c> have</c>

01:37:24.770 --> 01:37:24.780 align:start position:0%
be securely exchanged but we still have
 

01:37:24.780 --> 01:37:26.900 align:start position:0%
be securely exchanged but we still have
a<01:37:24.810><c> fundamental</c><01:37:25.440><c> problem</c><01:37:25.650><c> which</c><01:37:25.950><c> is</c><01:37:26.130><c> if</c><01:37:26.520><c> we've</c>

01:37:26.900 --> 01:37:26.910 align:start position:0%
a fundamental problem which is if we've
 

01:37:26.910 --> 01:37:28.790 align:start position:0%
a fundamental problem which is if we've
got<01:37:27.060><c> concurrency</c><01:37:27.840><c> we've</c><01:37:28.230><c> got</c><01:37:28.350><c> multiple</c>

01:37:28.790 --> 01:37:28.800 align:start position:0%
got concurrency we've got multiple
 

01:37:28.800 --> 01:37:30.380 align:start position:0%
got concurrency we've got multiple
people<01:37:28.920><c> editing</c><01:37:29.220><c> the</c><01:37:29.640><c> same</c><01:37:29.820><c> document</c><01:37:29.880><c> at</c><01:37:30.330><c> the</c>

01:37:30.380 --> 01:37:30.390 align:start position:0%
people editing the same document at the
 

01:37:30.390 --> 01:37:33.170 align:start position:0%
people editing the same document at the
same<01:37:30.450><c> time</c><01:37:30.900><c> how</c><01:37:31.470><c> do</c><01:37:31.530><c> we</c><01:37:31.740><c> merge</c><01:37:32.220><c> the</c><01:37:32.250><c> data</c><01:37:32.760><c> so</c>

01:37:33.170 --> 01:37:33.180 align:start position:0%
same time how do we merge the data so
 

01:37:33.180 --> 01:37:36.129 align:start position:0%
same time how do we merge the data so
that<01:37:33.210><c> we've</c><01:37:34.140><c> got</c><01:37:34.260><c> a</c><01:37:34.290><c> consistent</c><01:37:34.860><c> view</c><01:37:35.010><c> of</c>

01:37:36.129 --> 01:37:36.139 align:start position:0%
that we've got a consistent view of
 

01:37:36.139 --> 01:37:38.169 align:start position:0%
that we've got a consistent view of
the<01:37:36.679><c> way</c><01:37:36.770><c> Google</c><01:37:37.100><c> does</c><01:37:37.130><c> this</c><01:37:37.460><c> pioneer</c>

01:37:38.169 --> 01:37:38.179 align:start position:0%
the way Google does this pioneer
 

01:37:38.179 --> 01:37:39.750 align:start position:0%
the way Google does this pioneer
technology<01:37:38.750><c> called</c><01:37:38.929><c> operational</c>

01:37:39.750 --> 01:37:39.760 align:start position:0%
technology called operational
 

01:37:39.760 --> 01:37:47.260 align:start position:0%
technology called operational
transformations<01:37:42.940><c> thank</c><01:37:43.940><c> you</c><01:37:44.090><c> I'll</c><01:37:44.300><c> try</c><01:37:46.239><c> okay</c>

01:37:47.260 --> 01:37:47.270 align:start position:0%
transformations thank you I'll try okay
 

01:37:47.270 --> 01:37:52.240 align:start position:0%
transformations thank you I'll try okay
apologies<01:37:48.050><c> sir</c><01:37:48.080><c> one</c><01:37:48.409><c> at</c><01:37:48.500><c> the</c><01:37:48.560><c> front</c><01:37:51.219><c> good</c>

01:37:52.240 --> 01:37:52.250 align:start position:0%
apologies sir one at the front good
 

01:37:52.250 --> 01:37:53.919 align:start position:0%
apologies sir one at the front good
Google<01:37:52.699><c> pioneer</c><01:37:53.179><c> the</c><01:37:53.239><c> technology</c><01:37:53.719><c> little</c>

01:37:53.919 --> 01:37:53.929 align:start position:0%
Google pioneer the technology little
 

01:37:53.929 --> 01:37:56.140 align:start position:0%
Google pioneer the technology little
operational<01:37:54.590><c> transformations</c><01:37:55.250><c> ot</c><01:37:55.760><c> and</c><01:37:56.030><c> this</c>

01:37:56.140 --> 01:37:56.150 align:start position:0%
operational transformations ot and this
 

01:37:56.150 --> 01:37:58.180 align:start position:0%
operational transformations ot and this
is<01:37:56.270><c> actually</c><01:37:56.570><c> from</c><01:37:56.750><c> a</c><01:37:56.840><c> project</c><01:37:57.320><c> some</c><01:37:57.860><c> might</c>

01:37:58.180 --> 01:37:58.190 align:start position:0%
is actually from a project some might
 

01:37:58.190 --> 01:38:00.910 align:start position:0%
is actually from a project some might
remember<01:37:58.460><c> called</c><01:37:58.760><c> Google</c><01:37:59.060><c> Wave</c><01:37:59.350><c> ot</c><01:38:00.350><c> is</c><01:38:00.679><c> an</c>

01:38:00.910 --> 01:38:00.920 align:start position:0%
remember called Google Wave ot is an
 

01:38:00.920 --> 01:38:03.100 align:start position:0%
remember called Google Wave ot is an
eventual<01:38:01.219><c> consistency</c><01:38:01.600><c> protocol</c><01:38:02.600><c> that</c>

01:38:03.100 --> 01:38:03.110 align:start position:0%
eventual consistency protocol that
 

01:38:03.110 --> 01:38:05.020 align:start position:0%
eventual consistency protocol that
requires<01:38:03.409><c> a</c><01:38:03.530><c> centralized</c><01:38:04.040><c> server</c><01:38:04.310><c> where</c>

01:38:05.020 --> 01:38:05.030 align:start position:0%
requires a centralized server where
 

01:38:05.030 --> 01:38:07.180 align:start position:0%
requires a centralized server where
essentially<01:38:05.389><c> instead</c><01:38:05.719><c> of</c><01:38:06.010><c> obviously</c><01:38:07.010><c> we</c>

01:38:07.180 --> 01:38:07.190 align:start position:0%
essentially instead of obviously we
 

01:38:07.190 --> 01:38:08.530 align:start position:0%
essentially instead of obviously we
don't<01:38:07.369><c> send</c><01:38:07.639><c> the</c><01:38:07.730><c> whole</c><01:38:07.880><c> document</c><01:38:08.300><c> to</c><01:38:08.449><c> the</c>

01:38:08.530 --> 01:38:08.540 align:start position:0%
don't send the whole document to the
 

01:38:08.540 --> 01:38:10.209 align:start position:0%
don't send the whole document to the
server<01:38:08.780><c> becoming</c><01:38:09.170><c> edison</c><01:38:09.590><c> we</c><01:38:09.739><c> send</c><01:38:10.010><c> a</c>

01:38:10.209 --> 01:38:10.219 align:start position:0%
server becoming edison we send a
 

01:38:10.219 --> 01:38:13.750 align:start position:0%
server becoming edison we send a
mutation<01:38:10.880><c> and</c><01:38:11.750><c> what</c><01:38:11.900><c> OT</c><01:38:12.260><c> does</c><01:38:12.530><c> is</c><01:38:13.159><c> a</c><01:38:13.219><c> lecture</c>

01:38:13.750 --> 01:38:13.760 align:start position:0%
mutation and what OT does is a lecture
 

01:38:13.760 --> 01:38:16.540 align:start position:0%
mutation and what OT does is a lecture
that<01:38:14.030><c> the</c><01:38:14.239><c> server</c><01:38:14.690><c> is</c><01:38:14.989><c> able</c><01:38:15.560><c> to</c><01:38:15.830><c> rewrite</c><01:38:16.489><c> that</c>

01:38:16.540 --> 01:38:16.550 align:start position:0%
that the server is able to rewrite that
 

01:38:16.550 --> 01:38:18.879 align:start position:0%
that the server is able to rewrite that
mutation<01:38:17.360><c> so</c><01:38:17.900><c> it</c><01:38:17.989><c> can</c><01:38:18.139><c> be</c><01:38:18.560><c> applied</c>

01:38:18.879 --> 01:38:18.889 align:start position:0%
mutation so it can be applied
 

01:38:18.889 --> 01:38:21.790 align:start position:0%
mutation so it can be applied
commutatively<01:38:19.850><c> in</c><01:38:20.239><c> any</c><01:38:20.480><c> order</c><01:38:20.900><c> and</c><01:38:21.170><c> that</c>

01:38:21.790 --> 01:38:21.800 align:start position:0%
commutatively in any order and that
 

01:38:21.800 --> 01:38:22.629 align:start position:0%
commutatively in any order and that
means<01:38:22.010><c> we</c><01:38:22.100><c> can</c><01:38:22.219><c> have</c><01:38:22.250><c> lots</c><01:38:22.460><c> of</c><01:38:22.550><c> different</c>

01:38:22.629 --> 01:38:22.639 align:start position:0%
means we can have lots of different
 

01:38:22.639 --> 01:38:25.209 align:start position:0%
means we can have lots of different
peers<01:38:23.000><c> somewhere</c><01:38:23.389><c> across</c><01:38:23.780><c> the</c><01:38:23.900><c> network</c><01:38:24.350><c> some</c>

01:38:25.209 --> 01:38:25.219 align:start position:0%
peers somewhere across the network some
 

01:38:25.219 --> 01:38:28.750 align:start position:0%
peers somewhere across the network some
online<01:38:25.610><c> some</c><01:38:25.909><c> offline</c><01:38:27.040><c> keeping</c><01:38:28.040><c> a</c><01:38:28.130><c> local</c><01:38:28.520><c> log</c>

01:38:28.750 --> 01:38:28.760 align:start position:0%
online some offline keeping a local log
 

01:38:28.760 --> 01:38:30.939 align:start position:0%
online some offline keeping a local log
of<01:38:28.940><c> all</c><01:38:29.060><c> of</c><01:38:29.179><c> the</c><01:38:29.270><c> mutations</c><01:38:29.810><c> and</c><01:38:30.199><c> then</c><01:38:30.619><c> at</c><01:38:30.770><c> some</c>

01:38:30.939 --> 01:38:30.949 align:start position:0%
of all of the mutations and then at some
 

01:38:30.949 --> 01:38:32.500 align:start position:0%
of all of the mutations and then at some
point<01:38:31.010><c> they</c><01:38:31.340><c> can</c><01:38:31.520><c> push</c><01:38:31.730><c> those</c><01:38:31.969><c> to</c><01:38:32.119><c> the</c><01:38:32.210><c> server</c>

01:38:32.500 --> 01:38:32.510 align:start position:0%
point they can push those to the server
 

01:38:32.510 --> 01:38:34.629 align:start position:0%
point they can push those to the server
and<01:38:32.690><c> the</c><01:38:32.780><c> server</c><01:38:32.810><c> will</c><01:38:33.139><c> reconcile</c><01:38:33.920><c> them</c><01:38:34.159><c> kind</c>

01:38:34.629 --> 01:38:34.639 align:start position:0%
and the server will reconcile them kind
 

01:38:34.639 --> 01:38:37.300 align:start position:0%
and the server will reconcile them kind
of<01:38:34.699><c> like</c><01:38:34.820><c> a</c><01:38:34.850><c> dynamic</c><01:38:35.150><c> get</c><01:38:35.780><c> but</c><01:38:36.679><c> since</c><01:38:36.920><c> I</c><01:38:37.040><c> said</c>

01:38:37.300 --> 01:38:37.310 align:start position:0%
of like a dynamic get but since I said
 

01:38:37.310 --> 01:38:38.620 align:start position:0%
of like a dynamic get but since I said
so<01:38:37.699><c> how</c><01:38:37.730><c> do</c><01:38:37.909><c> we</c><01:38:38.030><c> do</c><01:38:38.150><c> that</c><01:38:38.300><c> in</c><01:38:38.449><c> peer-to-peer</c>

01:38:38.620 --> 01:38:38.630 align:start position:0%
so how do we do that in peer-to-peer
 

01:38:38.630 --> 01:38:40.959 align:start position:0%
so how do we do that in peer-to-peer
network<01:38:39.230><c> well</c><01:38:39.440><c> there</c><01:38:39.590><c> are</c><01:38:39.710><c> new</c><01:38:39.969><c> technologies</c>

01:38:40.959 --> 01:38:40.969 align:start position:0%
network well there are new technologies
 

01:38:40.969 --> 01:38:43.540 align:start position:0%
network well there are new technologies
called<01:38:41.750><c> conflict</c><01:38:42.199><c> free</c><01:38:42.650><c> replicated</c><01:38:43.429><c> data</c>

01:38:43.540 --> 01:38:43.550 align:start position:0%
called conflict free replicated data
 

01:38:43.550 --> 01:38:45.310 align:start position:0%
called conflict free replicated data
types<01:38:43.940><c> and</c><01:38:44.210><c> trouble</c><01:38:44.600><c> saying</c><01:38:44.810><c> that</c><01:38:44.960><c> sometimes</c>

01:38:45.310 --> 01:38:45.320 align:start position:0%
types and trouble saying that sometimes
 

01:38:45.320 --> 01:38:48.070 align:start position:0%
types and trouble saying that sometimes
CID<01:38:46.070><c> T's</c><01:38:46.310><c> which</c><01:38:47.150><c> enable</c><01:38:47.570><c> these</c><01:38:47.659><c> kinds</c><01:38:47.989><c> of</c>

01:38:48.070 --> 01:38:48.080 align:start position:0%
CID T's which enable these kinds of
 

01:38:48.080 --> 01:38:49.899 align:start position:0%
CID T's which enable these kinds of
algorithms<01:38:48.320><c> to</c><01:38:48.590><c> work</c><01:38:48.860><c> in</c><01:38:49.130><c> peers</c><01:38:49.520><c> but</c><01:38:49.790><c> they</c>

01:38:49.899 --> 01:38:49.909 align:start position:0%
algorithms to work in peers but they
 

01:38:49.909 --> 01:38:51.149 align:start position:0%
algorithms to work in peers but they
have<01:38:50.090><c> some</c><01:38:50.300><c> challenges</c>

01:38:51.149 --> 01:38:51.159 align:start position:0%
have some challenges
 

01:38:51.159 --> 01:38:54.629 align:start position:0%
have some challenges
there's<01:38:52.389><c> scalability</c><01:38:53.389><c> problems</c><01:38:53.869><c> and</c>

01:38:54.629 --> 01:38:54.639 align:start position:0%
there's scalability problems and
 

01:38:54.639 --> 01:38:56.800 align:start position:0%
there's scalability problems and
security<01:38:55.639><c> issues</c><01:38:55.969><c> and</c><01:38:56.150><c> so</c><01:38:56.300><c> there's</c><01:38:56.480><c> still</c><01:38:56.750><c> a</c>

01:38:56.800 --> 01:38:56.810 align:start position:0%
security issues and so there's still a
 

01:38:56.810 --> 01:38:59.919 align:start position:0%
security issues and so there's still a
lot<01:38:57.020><c> to</c><01:38:57.199><c> solve</c><01:38:57.469><c> there</c><01:38:58.600><c> you</c><01:38:59.600><c> said</c><01:38:59.750><c> to</c><01:38:59.840><c> us</c>

01:38:59.919 --> 01:38:59.929 align:start position:0%
lot to solve there you said to us
 

01:38:59.929 --> 01:39:01.209 align:start position:0%
lot to solve there you said to us
compute<01:39:00.260><c> everything's</c><01:39:00.739><c> happening</c><01:39:01.040><c> in</c><01:39:01.159><c> the</c>

01:39:01.209 --> 01:39:01.219 align:start position:0%
compute everything's happening in the
 

01:39:01.219 --> 01:39:05.649 align:start position:0%
compute everything's happening in the
cloud<01:39:01.429><c> today</c><01:39:02.020><c> as</c><01:39:03.020><c> a</c><01:39:03.350><c> obviously</c><01:39:04.340><c> for</c><01:39:04.670><c> problems</c>

01:39:05.649 --> 01:39:05.659 align:start position:0%
cloud today as a obviously for problems
 

01:39:05.659 --> 01:39:07.689 align:start position:0%
cloud today as a obviously for problems
we<01:39:05.929><c> have</c><01:39:06.080><c> where</c><01:39:06.320><c> we</c><01:39:06.409><c> need</c><01:39:06.560><c> global</c><01:39:07.010><c> consensus</c>

01:39:07.689 --> 01:39:07.699 align:start position:0%
we have where we need global consensus
 

01:39:07.699 --> 01:39:09.790 align:start position:0%
we have where we need global consensus
we're<01:39:07.850><c> gonna</c><01:39:07.969><c> use</c><01:39:08.150><c> blob</c><01:39:08.389><c> trains</c><01:39:08.719><c> but</c><01:39:09.619><c> that's</c>

01:39:09.790 --> 01:39:09.800 align:start position:0%
we're gonna use blob trains but that's
 

01:39:09.800 --> 01:39:11.410 align:start position:0%
we're gonna use blob trains but that's
not<01:39:09.920><c> a</c><01:39:09.949><c> proper</c><01:39:10.310><c> appropriate</c><01:39:10.820><c> for</c><01:39:11.300><c> all</c>

01:39:11.410 --> 01:39:11.420 align:start position:0%
not a proper appropriate for all
 

01:39:11.420 --> 01:39:14.260 align:start position:0%
not a proper appropriate for all
computers<01:39:12.170><c> cases</c><01:39:12.619><c> I</c><01:39:12.800><c> mean</c><01:39:13.219><c> even</c><01:39:13.520><c> given</c><01:39:14.060><c> layer</c>

01:39:14.260 --> 01:39:14.270 align:start position:0%
computers cases I mean even given layer
 

01:39:14.270 --> 01:39:16.350 align:start position:0%
computers cases I mean even given layer
2<01:39:14.540><c> solutions</c><01:39:15.290><c> that</c><01:39:15.530><c> we're</c><01:39:15.619><c> developing</c><01:39:15.800><c> right</c>

01:39:16.350 --> 01:39:16.360 align:start position:0%
2 solutions that we're developing right
 

01:39:16.360 --> 01:39:18.180 align:start position:0%
2 solutions that we're developing right
so<01:39:16.930><c> as</c><01:39:16.990><c> a</c><01:39:17.080><c> general</c><01:39:17.410><c> principle</c><01:39:17.590><c> of</c>

01:39:18.180 --> 01:39:18.190 align:start position:0%
so as a general principle of
 

01:39:18.190 --> 01:39:20.280 align:start position:0%
so as a general principle of
decentralized<01:39:18.910><c> compute</c><01:39:19.510><c> we</c><01:39:19.660><c> want</c><01:39:19.840><c> to</c><01:39:19.900><c> move</c><01:39:20.050><c> as</c>

01:39:20.280 --> 01:39:20.290 align:start position:0%
decentralized compute we want to move as
 

01:39:20.290 --> 01:39:23.100 align:start position:0%
decentralized compute we want to move as
much<01:39:20.590><c> as</c><01:39:20.860><c> possible</c><01:39:21.130><c> to</c><01:39:21.580><c> the</c><01:39:21.700><c> edges</c><01:39:22.180><c> that</c><01:39:22.420><c> means</c>

01:39:23.100 --> 01:39:23.110 align:start position:0%
much as possible to the edges that means
 

01:39:23.110 --> 01:39:24.960 align:start position:0%
much as possible to the edges that means
of<01:39:23.290><c> doing</c><01:39:23.560><c> more</c><01:39:23.710><c> work</c><01:39:23.920><c> in</c><01:39:24.190><c> the</c><01:39:24.370><c> browser</c><01:39:24.580><c> that</c>

01:39:24.960 --> 01:39:24.970 align:start position:0%
of doing more work in the browser that
 

01:39:24.970 --> 01:39:27.030 align:start position:0%
of doing more work in the browser that
they're<01:39:25.780><c> going</c><01:39:25.870><c> to</c><01:39:25.930><c> be</c><01:39:26.050><c> many</c><01:39:26.230><c> use</c><01:39:26.440><c> cases</c><01:39:26.710><c> where</c>

01:39:27.030 --> 01:39:27.040 align:start position:0%
they're going to be many use cases where
 

01:39:27.040 --> 01:39:28.860 align:start position:0%
they're going to be many use cases where
we<01:39:27.190><c> want</c><01:39:27.370><c> long</c><01:39:27.610><c> running</c><01:39:28.060><c> processes</c><01:39:28.540><c> doing</c>

01:39:28.860 --> 01:39:28.870 align:start position:0%
we want long running processes doing
 

01:39:28.870 --> 01:39:31.350 align:start position:0%
we want long running processes doing
compute<01:39:29.380><c> intense</c><01:39:29.830><c> things</c><01:39:30.370><c> for</c><01:39:30.970><c> example</c><01:39:31.300><c> if</c>

01:39:31.350 --> 01:39:31.360 align:start position:0%
compute intense things for example if
 

01:39:31.360 --> 01:39:33.150 align:start position:0%
compute intense things for example if
you<01:39:31.450><c> wanted</c><01:39:31.720><c> something</c><01:39:31.990><c> to</c><01:39:32.200><c> index</c><01:39:32.680><c> all</c><01:39:33.010><c> in</c>

01:39:33.150 --> 01:39:33.160 align:start position:0%
you wanted something to index all in
 

01:39:33.160 --> 01:39:35.250 align:start position:0%
you wanted something to index all in
your<01:39:33.310><c> document</c><01:39:33.790><c> so</c><01:39:33.910><c> you</c><01:39:33.970><c> search</c><01:39:34.420><c> them</c><01:39:34.690><c> you</c>

01:39:35.250 --> 01:39:35.260 align:start position:0%
your document so you search them you
 

01:39:35.260 --> 01:39:37.740 align:start position:0%
your document so you search them you
need<01:39:35.470><c> some</c><01:39:35.740><c> other</c><01:39:35.860><c> kind</c><01:39:36.010><c> of</c><01:39:36.400><c> system</c><01:39:36.910><c> and</c><01:39:37.120><c> we're</c>

01:39:37.740 --> 01:39:37.750 align:start position:0%
need some other kind of system and we're
 

01:39:37.750 --> 01:39:40.560 align:start position:0%
need some other kind of system and we're
taking<01:39:38.080><c> a</c><01:39:38.170><c> cue</c><01:39:38.410><c> from</c><01:39:38.650><c> Google</c><01:39:39.430><c> app</c><01:39:39.610><c> from</c><01:39:39.910><c> Amazon</c>

01:39:40.560 --> 01:39:40.570 align:start position:0%
taking a cue from Google app from Amazon
 

01:39:40.570 --> 01:39:42.030 align:start position:0%
taking a cue from Google app from Amazon
lounder<01:39:40.960><c> and</c><01:39:41.140><c> Google</c><01:39:41.350><c> Cloud</c><01:39:41.440><c> functions</c>

01:39:42.030 --> 01:39:42.040 align:start position:0%
lounder and Google Cloud functions
 

01:39:42.040 --> 01:39:44.160 align:start position:0%
lounder and Google Cloud functions
they're<01:39:42.640><c> very</c><01:39:42.820><c> scalable</c><01:39:43.390><c> technologies</c><01:39:43.960><c> to</c>

01:39:44.160 --> 01:39:44.170 align:start position:0%
they're very scalable technologies to
 

01:39:44.170 --> 01:39:46.170 align:start position:0%
they're very scalable technologies to
probably<01:39:44.590><c> make</c><01:39:44.830><c> those</c><01:39:45.040><c> run</c><01:39:45.400><c> more</c>

01:39:46.170 --> 01:39:46.180 align:start position:0%
probably make those run more
 

01:39:46.180 --> 01:39:49.890 align:start position:0%
probably make those run more
peer-to-peer<01:39:46.950><c> network</c><01:39:47.970><c> and</c><01:39:48.970><c> in</c><01:39:49.090><c> a</c><01:39:49.180><c> secure</c><01:39:49.630><c> way</c>

01:39:49.890 --> 01:39:49.900 align:start position:0%
peer-to-peer network and in a secure way
 

01:39:49.900 --> 01:39:54.630 align:start position:0%
peer-to-peer network and in a secure way
and<01:39:50.530><c> then</c><01:39:50.800><c> finally</c><01:39:51.840><c> identity</c><01:39:53.430><c> there</c><01:39:54.430><c> are</c><01:39:54.490><c> many</c>

01:39:54.630 --> 01:39:54.640 align:start position:0%
and then finally identity there are many
 

01:39:54.640 --> 01:39:56.490 align:start position:0%
and then finally identity there are many
cases<01:39:54.820><c> we</c><01:39:55.150><c> want</c><01:39:55.360><c> to</c><01:39:55.420><c> be</c><01:39:55.510><c> an</c><01:39:55.600><c> anonymous</c><01:39:56.020><c> but</c>

01:39:56.490 --> 01:39:56.500 align:start position:0%
cases we want to be an anonymous but
 

01:39:56.500 --> 01:39:58.080 align:start position:0%
cases we want to be an anonymous but
we're<01:39:56.710><c> social</c><01:39:57.160><c> beings</c><01:39:57.220><c> so</c><01:39:57.790><c> how</c><01:39:57.910><c> do</c><01:39:57.970><c> we</c>

01:39:58.080 --> 01:39:58.090 align:start position:0%
we're social beings so how do we
 

01:39:58.090 --> 01:40:00.450 align:start position:0%
we're social beings so how do we
represent<01:39:58.240><c> identity</c><01:39:58.990><c> for</c><01:39:59.170><c> us</c><01:39:59.350><c> and</c><01:39:59.740><c> for</c><01:40:00.400><c> the</c>

01:40:00.450 --> 01:40:00.460 align:start position:0%
represent identity for us and for the
 

01:40:00.460 --> 01:40:03.270 align:start position:0%
represent identity for us and for the
systems<01:40:00.850><c> that</c><01:40:00.940><c> we</c><01:40:01.120><c> interact</c><01:40:01.480><c> with</c><01:40:02.190><c> but</c><01:40:03.190><c> we</c>

01:40:03.270 --> 01:40:03.280 align:start position:0%
systems that we interact with but we
 

01:40:03.280 --> 01:40:05.340 align:start position:0%
systems that we interact with but we
have<01:40:03.400><c> single</c><01:40:03.580><c> sign-on</c><01:40:03.970><c> today</c><01:40:04.390><c> but</c><01:40:05.080><c> that's</c><01:40:05.260><c> a</c>

01:40:05.340 --> 01:40:05.350 align:start position:0%
have single sign-on today but that's a
 

01:40:05.350 --> 01:40:06.960 align:start position:0%
have single sign-on today but that's a
terrible<01:40:05.530><c> thing</c><01:40:05.740><c> and</c><01:40:05.950><c> that's</c><01:40:06.310><c> the</c><01:40:06.550><c> central</c>

01:40:06.960 --> 01:40:06.970 align:start position:0%
terrible thing and that's the central
 

01:40:06.970 --> 01:40:09.450 align:start position:0%
terrible thing and that's the central
authority<01:40:07.840><c> track</c><01:40:08.560><c> everything</c><01:40:09.040><c> that</c><01:40:09.190><c> we</c><01:40:09.280><c> do</c>

01:40:09.450 --> 01:40:09.460 align:start position:0%
authority track everything that we do
 

01:40:09.460 --> 01:40:12.360 align:start position:0%
authority track everything that we do
we've<01:40:10.330><c> got</c><01:40:10.360><c> new</c><01:40:10.690><c> w3c</c><01:40:11.350><c> standards</c><01:40:11.770><c> who</c><01:40:11.920><c> are</c><01:40:12.010><c> self</c>

01:40:12.360 --> 01:40:12.370 align:start position:0%
we've got new w3c standards who are self
 

01:40:12.370 --> 01:40:14.250 align:start position:0%
we've got new w3c standards who are self
sovereign<01:40:12.880><c> identity</c><01:40:13.540><c> where</c><01:40:13.720><c> we</c><01:40:13.840><c> can</c><01:40:14.020><c> create</c>

01:40:14.250 --> 01:40:14.260 align:start position:0%
sovereign identity where we can create
 

01:40:14.260 --> 01:40:16.560 align:start position:0%
sovereign identity where we can create
up<01:40:14.440><c> multiple</c><01:40:15.010><c> identities</c><01:40:15.430><c> that</c><01:40:15.970><c> we</c><01:40:16.150><c> control</c>

01:40:16.560 --> 01:40:16.570 align:start position:0%
up multiple identities that we control
 

01:40:16.570 --> 01:40:19.190 align:start position:0%
up multiple identities that we control
the<01:40:16.780><c> private</c><01:40:17.380><c> key</c><01:40:17.500><c> pairs</c><01:40:17.800><c> and</c><01:40:18.640><c> we</c><01:40:18.760><c> have</c>

01:40:19.190 --> 01:40:19.200 align:start position:0%
the private key pairs and we have
 

01:40:19.200 --> 01:40:21.120 align:start position:0%
the private key pairs and we have
verifiable<01:40:20.200><c> credentials</c><01:40:20.740><c> where</c><01:40:20.890><c> we</c><01:40:20.980><c> can</c>

01:40:21.120 --> 01:40:21.130 align:start position:0%
verifiable credentials where we can
 

01:40:21.130 --> 01:40:23.760 align:start position:0%
verifiable credentials where we can
exchange<01:40:21.330><c> signed</c><01:40:22.330><c> proofs</c><01:40:22.840><c> to</c><01:40:23.230><c> give</c><01:40:23.680><c> each</c>

01:40:23.760 --> 01:40:23.770 align:start position:0%
exchange signed proofs to give each
 

01:40:23.770 --> 01:40:26.640 align:start position:0%
exchange signed proofs to give each
other<01:40:23.920><c> access</c><01:40:24.790><c> to</c><01:40:25.000><c> different</c><01:40:25.270><c> resources</c><01:40:25.650><c> so</c>

01:40:26.640 --> 01:40:26.650 align:start position:0%
other access to different resources so
 

01:40:26.650 --> 01:40:29.580 align:start position:0%
other access to different resources so
um<01:40:27.300><c> what</c><01:40:28.300><c> we</c><01:40:28.450><c> are</c><01:40:28.510><c> focusing</c><01:40:29.110><c> on</c><01:40:29.260><c> is</c><01:40:29.380><c> building</c>

01:40:29.580 --> 01:40:29.590 align:start position:0%
um what we are focusing on is building
 

01:40:29.590 --> 01:40:32.070 align:start position:0%
um what we are focusing on is building
this<01:40:29.890><c> missing</c><01:40:30.520><c> peer-to-peer</c><01:40:30.970><c> network</c><01:40:31.720><c> that</c>

01:40:32.070 --> 01:40:32.080 align:start position:0%
this missing peer-to-peer network that
 

01:40:32.080 --> 01:40:34.080 align:start position:0%
this missing peer-to-peer network that
joins<01:40:32.950><c> together</c><01:40:33.370><c> the</c><01:40:33.520><c> existing</c><01:40:33.850><c> cloud</c>

01:40:34.080 --> 01:40:34.090 align:start position:0%
joins together the existing cloud
 

01:40:34.090 --> 01:40:35.880 align:start position:0%
joins together the existing cloud
technologies<01:40:34.840><c> with</c><01:40:35.080><c> the</c><01:40:35.110><c> emergent</c><01:40:35.650><c> and</c><01:40:35.710><c> what</c>

01:40:35.880 --> 01:40:35.890 align:start position:0%
technologies with the emergent and what
 

01:40:35.890 --> 01:40:37.740 align:start position:0%
technologies with the emergent and what
train<01:40:36.220><c> these</c><01:40:36.730><c> centralized</c><01:40:37.180><c> technologies</c>

01:40:37.740 --> 01:40:37.750 align:start position:0%
train these centralized technologies
 

01:40:37.750 --> 01:40:39.210 align:start position:0%
train these centralized technologies
because<01:40:38.380><c> we</c><01:40:38.530><c> think</c><01:40:38.650><c> there's</c><01:40:38.830><c> gonna</c><01:40:38.920><c> be</c><01:40:39.100><c> on</c>

01:40:39.210 --> 01:40:39.220 align:start position:0%
because we think there's gonna be on
 

01:40:39.220 --> 01:40:41.160 align:start position:0%
because we think there's gonna be on
that<01:40:39.760><c> the</c><01:40:39.910><c> web</c><01:40:40.060><c> will</c><01:40:40.270><c> evolve</c><01:40:40.450><c> into</c><01:40:40.690><c> a</c><01:40:40.870><c> hybrid</c>

01:40:41.160 --> 01:40:41.170 align:start position:0%
that the web will evolve into a hybrid
 

01:40:41.170 --> 01:40:44.040 align:start position:0%
that the web will evolve into a hybrid
of<01:40:41.680><c> different</c><01:40:42.280><c> decentralized</c><01:40:42.820><c> systems</c><01:40:43.210><c> so</c>

01:40:44.040 --> 01:40:44.050 align:start position:0%
of different decentralized systems so
 

01:40:44.050 --> 01:40:47.880 align:start position:0%
of different decentralized systems so
can<01:40:45.010><c> I</c><01:40:45.070><c> do</c><01:40:45.130><c> a</c><01:40:45.220><c> time</c><01:40:45.520><c> check</c><01:40:45.960><c> yeah</c><01:40:46.960><c> six</c><01:40:47.470><c> minutes</c>

01:40:47.880 --> 01:40:47.890 align:start position:0%
can I do a time check yeah six minutes
 

01:40:47.890 --> 01:40:48.660 align:start position:0%
can I do a time check yeah six minutes
okay<01:40:48.130><c> great</c>

01:40:48.660 --> 01:40:48.670 align:start position:0%
okay great
 

01:40:48.670 --> 01:40:53.430 align:start position:0%
okay great
so<01:40:49.200><c> in</c><01:40:51.270><c> eight</c><01:40:52.270><c> minutes</c><01:40:52.510><c> I'm</c><01:40:52.930><c> going</c><01:40:53.050><c> to</c><01:40:53.110><c> rebuild</c>

01:40:53.430 --> 01:40:53.440 align:start position:0%
so in eight minutes I'm going to rebuild
 

01:40:53.440 --> 01:40:56.260 align:start position:0%
so in eight minutes I'm going to rebuild
googled

01:40:56.260 --> 01:40:56.270 align:start position:0%
 
 

01:40:56.270 --> 01:41:00.740 align:start position:0%
 
well<01:40:57.270><c> we'll</c><01:40:57.599><c> see</c><01:40:57.840><c> how</c><01:40:58.020><c> far</c><01:40:58.260><c> we</c><01:40:58.409><c> get</c><01:40:59.239><c> so</c><01:41:00.239><c> I'm</c>

01:41:00.740 --> 01:41:00.750 align:start position:0%
well we'll see how far we get so I'm
 

01:41:00.750 --> 01:41:02.689 align:start position:0%
well we'll see how far we get so I'm
showing<01:41:01.260><c> these</c><01:41:01.530><c> slides</c><01:41:01.889><c> on</c><01:41:02.190><c> an</c><01:41:02.310><c> app</c><01:41:02.460><c> that</c>

01:41:02.689 --> 01:41:02.699 align:start position:0%
showing these slides on an app that
 

01:41:02.699 --> 01:41:04.430 align:start position:0%
showing these slides on an app that
we've<01:41:02.880><c> built</c><01:41:03.119><c> on</c><01:41:03.449><c> our</c><01:41:03.510><c> platform</c><01:41:04.170><c> called</c>

01:41:04.430 --> 01:41:04.440 align:start position:0%
we've built on our platform called
 

01:41:04.440 --> 01:41:09.350 align:start position:0%
we've built on our platform called
Launchpad<01:41:05.040><c> and</c><01:41:05.250><c> here</c><01:41:05.909><c> it</c><01:41:06.000><c> is</c><01:41:06.060><c> here</c><01:41:08.270><c> Lord</c>

01:41:09.350 --> 01:41:09.360 align:start position:0%
Launchpad and here it is here Lord
 

01:41:09.360 --> 01:41:12.560 align:start position:0%
Launchpad and here it is here Lord
Launchpad<01:41:09.840><c> is</c><01:41:09.900><c> a</c><01:41:10.199><c> is</c><01:41:10.469><c> both</c><01:41:11.239><c> what</c><01:41:12.239><c> would</c><01:41:12.420><c> be</c>

01:41:12.560 --> 01:41:12.570 align:start position:0%
Launchpad is a is both what would be
 

01:41:12.570 --> 01:41:15.050 align:start position:0%
Launchpad is a is both what would be
called<01:41:12.810><c> today</c><01:41:13.170><c> an</c><01:41:13.349><c> app</c><01:41:13.560><c> store</c><01:41:13.770><c> although</c><01:41:14.579><c> it's</c>

01:41:15.050 --> 01:41:15.060 align:start position:0%
called today an app store although it's
 

01:41:15.060 --> 01:41:17.510 align:start position:0%
called today an app store although it's
a<01:41:15.210><c> actually</c><01:41:15.659><c> permissionless</c><01:41:16.199><c> blockchain</c><01:41:16.920><c> for</c>

01:41:17.510 --> 01:41:17.520 align:start position:0%
a actually permissionless blockchain for
 

01:41:17.520 --> 01:41:19.660 align:start position:0%
a actually permissionless blockchain for
any<01:41:17.699><c> developer</c><01:41:18.030><c> can</c><01:41:18.270><c> freely</c><01:41:18.690><c> publish</c><01:41:19.199><c> their</c>

01:41:19.660 --> 01:41:19.670 align:start position:0%
any developer can freely publish their
 

01:41:19.670 --> 01:41:23.089 align:start position:0%
any developer can freely publish their
applications<01:41:20.670><c> onto</c><01:41:21.030><c> this</c><01:41:21.570><c> block</c><01:41:22.560><c> chain</c><01:41:22.860><c> and</c>

01:41:23.089 --> 01:41:23.099 align:start position:0%
applications onto this block chain and
 

01:41:23.099 --> 01:41:26.080 align:start position:0%
applications onto this block chain and
so<01:41:23.790><c> Launchpad</c><01:41:24.540><c> shows</c><01:41:24.989><c> those</c><01:41:25.260><c> applications</c>

01:41:26.080 --> 01:41:26.090 align:start position:0%
so Launchpad shows those applications
 

01:41:26.090 --> 01:41:28.850 align:start position:0%
so Launchpad shows those applications
and<01:41:27.090><c> then</c><01:41:27.210><c> I</c><01:41:27.270><c> can</c><01:41:27.449><c> sort</c><01:41:28.020><c> of</c><01:41:28.050><c> create</c><01:41:28.199><c> one</c><01:41:28.619><c> and</c>

01:41:28.850 --> 01:41:28.860 align:start position:0%
and then I can sort of create one and
 

01:41:28.860 --> 01:41:31.280 align:start position:0%
and then I can sort of create one and
add<01:41:29.460><c> it</c><01:41:29.610><c> to</c><01:41:29.639><c> what</c><01:41:29.969><c> we</c><01:41:30.090><c> call</c><01:41:30.270><c> a</c><01:41:30.300><c> party</c><01:41:30.750><c> so</c>

01:41:31.280 --> 01:41:31.290 align:start position:0%
add it to what we call a party so
 

01:41:31.290 --> 01:41:34.129 align:start position:0%
add it to what we call a party so
parties<01:41:31.739><c> are</c><01:41:31.889><c> like</c><01:41:32.099><c> lightweight</c><01:41:33.139><c> replicated</c>

01:41:34.129 --> 01:41:34.139 align:start position:0%
parties are like lightweight replicated
 

01:41:34.139 --> 01:41:36.770 align:start position:0%
parties are like lightweight replicated
database<01:41:35.010><c> that</c><01:41:35.610><c> is</c><01:41:35.730><c> constructed</c><01:41:36.389><c> from</c><01:41:36.510><c> that</c>

01:41:36.770 --> 01:41:36.780 align:start position:0%
database that is constructed from that
 

01:41:36.780 --> 01:41:39.620 align:start position:0%
database that is constructed from that
fields<01:41:37.260><c> and</c><01:41:37.500><c> the</c><01:41:37.860><c> user</c><01:41:38.070><c> CID</c><01:41:38.550><c> tees</c><01:41:38.880><c> to</c><01:41:39.150><c> create</c><01:41:39.420><c> a</c>

01:41:39.620 --> 01:41:39.630 align:start position:0%
fields and the user CID tees to create a
 

01:41:39.630 --> 01:41:42.830 align:start position:0%
fields and the user CID tees to create a
consistent<01:41:40.020><c> global</c><01:41:40.860><c> view</c><01:41:41.460><c> about</c><01:41:42.360><c> all</c><01:41:42.630><c> of</c><01:41:42.750><c> the</c>

01:41:42.830 --> 01:41:42.840 align:start position:0%
consistent global view about all of the
 

01:41:42.840 --> 01:41:45.470 align:start position:0%
consistent global view about all of the
participants<01:41:43.469><c> of</c><01:41:43.590><c> a</c><01:41:43.860><c> particular</c><01:41:44.360><c> set</c><01:41:45.360><c> of</c><01:41:45.389><c> data</c>

01:41:45.470 --> 01:41:45.480 align:start position:0%
participants of a particular set of data
 

01:41:45.480 --> 01:41:47.330 align:start position:0%
participants of a particular set of data
so<01:41:45.869><c> we've</c><01:41:45.989><c> got</c><01:41:46.110><c> very</c><01:41:46.320><c> simple</c><01:41:46.710><c> spreadsheet</c>

01:41:47.330 --> 01:41:47.340 align:start position:0%
so we've got very simple spreadsheet
 

01:41:47.340 --> 01:41:49.240 align:start position:0%
so we've got very simple spreadsheet
starting<01:41:48.119><c> to</c><01:41:48.179><c> work</c><01:41:48.329><c> with</c><01:41:48.360><c> third-party</c>

01:41:49.240 --> 01:41:49.250 align:start position:0%
starting to work with third-party
 

01:41:49.250 --> 01:41:51.200 align:start position:0%
starting to work with third-party
developers<01:41:50.250><c> to</c><01:41:50.400><c> build</c><01:41:50.550><c> out</c><01:41:50.730><c> some</c><01:41:50.760><c> of</c><01:41:51.090><c> these</c>

01:41:51.200 --> 01:41:51.210 align:start position:0%
developers to build out some of these
 

01:41:51.210 --> 01:41:53.569 align:start position:0%
developers to build out some of these
applications<01:41:52.070><c> we've</c><01:41:53.070><c> got</c><01:41:53.219><c> a</c><01:41:53.250><c> very</c><01:41:53.400><c> simple</c>

01:41:53.569 --> 01:41:53.579 align:start position:0%
applications we've got a very simple
 

01:41:53.579 --> 01:41:58.069 align:start position:0%
applications we've got a very simple
calendar<01:41:54.239><c> and</c><01:41:54.570><c> that's</c><01:41:55.560><c> a</c><01:41:56.119><c> document</c><01:41:57.119><c> now</c><01:41:57.810><c> one</c>

01:41:58.069 --> 01:41:58.079 align:start position:0%
calendar and that's a document now one
 

01:41:58.079 --> 01:41:59.479 align:start position:0%
calendar and that's a document now one
of<01:41:58.110><c> the</c><01:41:58.349><c> things</c><01:41:58.619><c> that</c><01:41:58.860><c> fell</c><01:41:59.070><c> are</c><01:41:59.219><c> still</c><01:41:59.340><c> about</c>

01:41:59.479 --> 01:41:59.489 align:start position:0%
of the things that fell are still about
 

01:41:59.489 --> 01:42:01.790 align:start position:0%
of the things that fell are still about
resilience<01:42:00.000><c> earlier</c><01:42:00.420><c> so</c><01:42:00.719><c> we've</c><01:42:00.869><c> got</c><01:42:01.079><c> some</c>

01:42:01.790 --> 01:42:01.800 align:start position:0%
resilience earlier so we've got some
 

01:42:01.800 --> 01:42:05.540 align:start position:0%
resilience earlier so we've got some
Wi-Fi<01:42:02.429><c> resilient</c><01:42:03.060><c> issues</c><01:42:03.739><c> let's</c><01:42:04.739><c> see</c><01:42:04.949><c> how</c><01:42:05.190><c> far</c>

01:42:05.540 --> 01:42:05.550 align:start position:0%
Wi-Fi resilient issues let's see how far
 

01:42:05.550 --> 01:42:09.589 align:start position:0%
Wi-Fi resilient issues let's see how far
I<01:42:05.579><c> can</c><01:42:05.699><c> get</c><01:42:05.880><c> here</c><01:42:06.239><c> so</c><01:42:06.889><c> this</c><01:42:07.889><c> is</c><01:42:08.099><c> me</c><01:42:08.340><c> here</c><01:42:08.849><c> typing</c>

01:42:09.589 --> 01:42:09.599 align:start position:0%
I can get here so this is me here typing
 

01:42:09.599 --> 01:42:13.939 align:start position:0%
I can get here so this is me here typing
in<01:42:09.719><c> this</c><01:42:09.869><c> text</c><01:42:10.230><c> editor</c>

01:42:13.939 --> 01:42:13.949 align:start position:0%
 
 

01:42:13.949 --> 01:42:18.529 align:start position:0%
 
so<01:42:14.639><c> far</c><01:42:15.090><c> and</c><01:42:15.599><c> then</c><01:42:16.110><c> over</c><01:42:16.739><c> here</c><01:42:17.239><c> in</c><01:42:18.239><c> another</c>

01:42:18.529 --> 01:42:18.539 align:start position:0%
so far and then over here in another
 

01:42:18.539 --> 01:42:21.350 align:start position:0%
so far and then over here in another
browser<01:42:18.809><c> incidence</c><01:42:19.729><c> which</c><01:42:20.729><c> will</c><01:42:20.940><c> pretentious</c>

01:42:21.350 --> 01:42:21.360 align:start position:0%
browser incidence which will pretentious
 

01:42:21.360 --> 01:42:23.149 align:start position:0%
browser incidence which will pretentious
somebody<01:42:21.749><c> else</c><01:42:21.929><c> not</c><01:42:22.650><c> me</c>

01:42:23.149 --> 01:42:23.159 align:start position:0%
somebody else not me
 

01:42:23.159 --> 01:42:26.089 align:start position:0%
somebody else not me
so<01:42:23.459><c> I</c><01:42:23.489><c> call</c><01:42:23.699><c> that</c><01:42:23.729><c> non</c><01:42:24.059><c> trench</c><01:42:24.360><c> up</c><01:42:24.690><c> here</c><01:42:25.099><c> I'm</c>

01:42:26.089 --> 01:42:26.099 align:start position:0%
so I call that non trench up here I'm
 

01:42:26.099 --> 01:42:28.850 align:start position:0%
so I call that non trench up here I'm
gonna<01:42:26.309><c> send</c><01:42:26.639><c> an</c><01:42:26.880><c> invite</c><01:42:27.590><c> which</c><01:42:28.590><c> you</c><01:42:28.769><c> would</c>

01:42:28.850 --> 01:42:28.860 align:start position:0%
gonna send an invite which you would
 

01:42:28.860 --> 01:42:31.100 align:start position:0%
gonna send an invite which you would
send<01:42:29.099><c> out</c><01:42:29.249><c> of</c><01:42:29.400><c> band</c><01:42:29.670><c> or</c><01:42:30.090><c> once</c><01:42:30.570><c> you</c><01:42:30.719><c> get</c><01:42:30.869><c> to</c><01:42:30.989><c> know</c>

01:42:31.100 --> 01:42:31.110 align:start position:0%
send out of band or once you get to know
 

01:42:31.110 --> 01:42:33.680 align:start position:0%
send out of band or once you get to know
somebody<01:42:31.409><c> you</c><01:42:31.590><c> can</c><01:42:31.920><c> now</c><01:42:32.159><c> use</c><01:42:32.940><c> an</c><01:42:33.119><c> address</c><01:42:33.300><c> book</c>

01:42:33.680 --> 01:42:33.690 align:start position:0%
somebody you can now use an address book
 

01:42:33.690 --> 01:42:37.100 align:start position:0%
somebody you can now use an address book
and<01:42:34.579><c> hopefully</c><01:42:35.579><c> these</c><01:42:35.999><c> two</c><01:42:36.300><c> clients</c><01:42:36.929><c> will</c>

01:42:37.100 --> 01:42:37.110 align:start position:0%
and hopefully these two clients will
 

01:42:37.110 --> 01:42:39.109 align:start position:0%
and hopefully these two clients will
discover<01:42:37.590><c> each</c><01:42:37.769><c> other</c>

01:42:39.109 --> 01:42:39.119 align:start position:0%
discover each other
 

01:42:39.119 --> 01:42:41.449 align:start position:0%
discover each other
I'll<01:42:39.690><c> move</c><01:42:39.959><c> this</c><01:42:40.199><c> one</c><01:42:40.440><c> over</c><01:42:40.469><c> here</c><01:42:41.010><c> and</c><01:42:41.159><c> close</c>

01:42:41.449 --> 01:42:41.459 align:start position:0%
I'll move this one over here and close
 

01:42:41.459 --> 01:42:48.189 align:start position:0%
I'll move this one over here and close
that<01:42:41.789><c> off</c><01:42:46.249><c> yeah</c>

01:42:48.189 --> 01:42:48.199 align:start position:0%
that off yeah
 

01:42:48.199 --> 01:42:50.930 align:start position:0%
that off yeah
and<01:42:49.199><c> so</c><01:42:49.320><c> these</c><01:42:49.440><c> are</c><01:42:49.499><c> two</c><01:42:49.619><c> peers</c><01:42:50.099><c> on</c><01:42:50.459><c> the</c><01:42:50.519><c> same</c>

01:42:50.930 --> 01:42:50.940 align:start position:0%
and so these are two peers on the same
 

01:42:50.940 --> 01:42:55.370 align:start position:0%
and so these are two peers on the same
network<01:42:51.479><c> did</c><01:42:52.469><c> it</c><01:42:52.559><c> work</c><01:42:52.769><c> yeah</c><01:42:52.979><c> okay</c><01:42:54.199><c> and</c><01:42:55.199><c> we're</c>

01:42:55.370 --> 01:42:55.380 align:start position:0%
network did it work yeah okay and we're
 

01:42:55.380 --> 01:43:03.349 align:start position:0%
network did it work yeah okay and we're
going<01:42:55.530><c> to</c><01:42:55.590><c> the</c><01:42:55.709><c> same</c><01:42:55.889><c> document</c>

01:43:03.349 --> 01:43:03.359 align:start position:0%
 
 

01:43:03.359 --> 01:43:06.589 align:start position:0%
 
well<01:43:03.899><c> okay</c><01:43:04.309><c> you</c><01:43:05.309><c> can</c><01:43:05.459><c> see</c><01:43:05.669><c> the</c><01:43:05.820><c> if</c><01:43:06.300><c> I</c><01:43:06.419><c> go</c><01:43:06.570><c> over</c>

01:43:06.589 --> 01:43:06.599 align:start position:0%
well okay you can see the if I go over
 

01:43:06.599 --> 01:43:09.500 align:start position:0%
well okay you can see the if I go over
here<01:43:06.809><c> quickly</c><01:43:07.699><c> you</c><01:43:08.699><c> should</c><01:43:08.969><c> be</c><01:43:09.089><c> able</c><01:43:09.149><c> to</c><01:43:09.300><c> see</c>

01:43:09.500 --> 01:43:09.510 align:start position:0%
here quickly you should be able to see
 

01:43:09.510 --> 01:43:11.569 align:start position:0%
here quickly you should be able to see
me<01:43:10.109><c> typing</c><01:43:10.289><c> over</c><01:43:10.589><c> that</c><01:43:10.800><c> so</c><01:43:10.979><c> what's</c><01:43:11.129><c> happening</c>

01:43:11.569 --> 01:43:11.579 align:start position:0%
me typing over that so what's happening
 

01:43:11.579 --> 01:43:14.209 align:start position:0%
me typing over that so what's happening
here<01:43:11.820><c> two</c><01:43:12.089><c> clients</c><01:43:12.739><c> swarming</c><01:43:13.739><c> with</c><01:43:13.769><c> the</c><01:43:14.010><c> same</c>

01:43:14.209 --> 01:43:14.219 align:start position:0%
here two clients swarming with the same
 

01:43:14.219 --> 01:43:17.409 align:start position:0%
here two clients swarming with the same
discovery<01:43:14.609><c> key</c><01:43:14.999><c> on</c><01:43:15.659><c> the</c><01:43:15.809><c> same</c><01:43:16.019><c> local</c><01:43:16.649><c> network</c>

01:43:17.409 --> 01:43:17.419 align:start position:0%
discovery key on the same local network
 

01:43:17.419 --> 01:43:19.790 align:start position:0%
discovery key on the same local network
this<01:43:18.419><c> will</c><01:43:18.599><c> happen</c><01:43:18.749><c> across</c><01:43:19.050><c> the</c><01:43:19.169><c> internet</c><01:43:19.679><c> if</c>

01:43:19.790 --> 01:43:19.800 align:start position:0%
this will happen across the internet if
 

01:43:19.800 --> 01:43:22.849 align:start position:0%
this will happen across the internet if
we<01:43:20.249><c> had</c><01:43:20.399><c> our</c><01:43:20.939><c> Wi-Fi</c><01:43:21.269><c> working</c><01:43:21.559><c> and</c><01:43:22.559><c> then</c><01:43:22.739><c> the</c>

01:43:22.849 --> 01:43:22.859 align:start position:0%
we had our Wi-Fi working and then the
 

01:43:22.859 --> 01:43:24.649 align:start position:0%
we had our Wi-Fi working and then the
the<01:43:23.129><c> mutations</c><01:43:23.760><c> are</c><01:43:23.849><c> getting</c><01:43:24.089><c> exchanged</c><01:43:24.570><c> in</c>

01:43:24.649 --> 01:43:24.659 align:start position:0%
the mutations are getting exchanged in
 

01:43:24.659 --> 01:43:30.229 align:start position:0%
the mutations are getting exchanged in
real<01:43:24.899><c> time</c><01:43:25.079><c> so</c><01:43:25.760><c> we'll</c><01:43:26.760><c> go</c><01:43:26.909><c> from</c><01:43:27.300><c> this</c><01:43:27.689><c> into</c><01:43:29.239><c> I'm</c>

01:43:30.229 --> 01:43:30.239 align:start position:0%
real time so we'll go from this into I'm
 

01:43:30.239 --> 01:43:33.679 align:start position:0%
real time so we'll go from this into I'm
gonna<01:43:30.419><c> try</c><01:43:30.719><c> to</c><01:43:30.780><c> build</c><01:43:31.139><c> an</c><01:43:31.499><c> app</c><01:43:31.709><c> now</c><01:43:32.099><c> and</c><01:43:32.689><c> remain</c>

01:43:33.679 --> 01:43:33.689 align:start position:0%
gonna try to build an app now and remain
 

01:43:33.689 --> 01:43:37.639 align:start position:0%
gonna try to build an app now and remain
five<01:43:34.079><c> minutes</c><01:43:34.699><c> see</c><01:43:35.699><c> a</c><01:43:35.729><c> father</c><01:43:35.999><c> yet</c><01:43:36.329><c> so</c><01:43:37.019><c> it's</c>

01:43:37.639 --> 01:43:37.649 align:start position:0%
five minutes see a father yet so it's
 

01:43:37.649 --> 01:43:41.659 align:start position:0%
five minutes see a father yet so it's
check<01:43:38.449><c> we've</c><01:43:39.449><c> got</c><01:43:39.599><c> an</c><01:43:39.689><c> SDK</c><01:43:40.229><c> called</c><01:43:40.709><c> the</c><01:43:40.800><c> ys</c><01:43:41.189><c> tli</c>

01:43:41.659 --> 01:43:41.669 align:start position:0%
check we've got an SDK called the ys tli
 

01:43:41.669 --> 01:43:43.489 align:start position:0%
check we've got an SDK called the ys tli
that<01:43:42.269><c> the</c><01:43:42.359><c> first</c><01:43:42.629><c> thing</c><01:43:42.719><c> I'm</c><01:43:42.869><c> going</c><01:43:42.899><c> to</c><01:43:43.079><c> do</c><01:43:43.260><c> is</c>

01:43:43.489 --> 01:43:43.499 align:start position:0%
that the first thing I'm going to do is
 

01:43:43.499 --> 01:43:46.849 align:start position:0%
that the first thing I'm going to do is
build<01:43:43.889><c> a</c><01:43:44.280><c> new</c><01:43:44.789><c> pad</c><01:43:45.599><c> we</c><01:43:45.869><c> call</c><01:43:46.109><c> these</c><01:43:46.260><c> US</c>

01:43:46.849 --> 01:43:46.859 align:start position:0%
build a new pad we call these US
 

01:43:46.859 --> 01:43:50.839 align:start position:0%
build a new pad we call these US
components<01:43:47.550><c> pads</c><01:43:47.989><c> so</c><01:43:48.989><c> I'll</c><01:43:49.589><c> use</c><01:43:50.070><c> an</c><01:43:50.369><c> incessant</c>

01:43:50.839 --> 01:43:50.849 align:start position:0%
components pads so I'll use an incessant
 

01:43:50.849 --> 01:43:53.810 align:start position:0%
components pads so I'll use an incessant
and<01:43:51.059><c> a</c><01:43:51.119><c> fork</c><01:43:51.389><c> an</c><01:43:51.599><c> existing</c><01:43:52.379><c> github</c><01:43:53.249><c> repo</c><01:43:53.669><c> that</c>

01:43:53.810 --> 01:43:53.820 align:start position:0%
and a fork an existing github repo that
 

01:43:53.820 --> 01:43:56.060 align:start position:0%
and a fork an existing github repo that
has<01:43:53.999><c> my</c><01:43:54.179><c> starting</c><01:43:54.570><c> point</c><01:43:54.809><c> me</c><01:43:55.050><c> so</c><01:43:55.409><c> why</c><01:43:55.679><c> I've</c><01:43:55.829><c> had</c>

01:43:56.060 --> 01:43:56.070 align:start position:0%
has my starting point me so why I've had
 

01:43:56.070 --> 01:43:58.459 align:start position:0%
has my starting point me so why I've had
to<01:43:56.129><c> create</c><01:43:56.459><c> and</c><01:43:57.239><c> then</c><01:43:57.359><c> I</c><01:43:57.479><c> call</c><01:43:57.780><c> the</c><01:43:58.229><c> name</c><01:43:58.349><c> of</c>

01:43:58.459 --> 01:43:58.469 align:start position:0%
to create and then I call the name of
 

01:43:58.469 --> 01:44:02.000 align:start position:0%
to create and then I call the name of
the<01:43:58.559><c> template</c><01:43:59.039><c> and</c><01:43:59.339><c> now</c><01:44:00.269><c> if</c><01:44:01.169><c> I</c><01:44:01.289><c> go</c><01:44:01.439><c> into</c><01:44:01.589><c> demo</c>

01:44:02.000 --> 01:44:02.010 align:start position:0%
the template and now if I go into demo
 

01:44:02.010 --> 01:44:04.849 align:start position:0%
the template and now if I go into demo
pad<01:44:02.570><c> we're</c><01:44:03.570><c> gonna</c><01:44:03.749><c> code</c><01:44:04.139><c> here</c>

01:44:04.849 --> 01:44:04.859 align:start position:0%
pad we're gonna code here
 

01:44:04.859 --> 01:44:18.180 align:start position:0%
pad we're gonna code here
I'll<01:44:05.849><c> see</c><01:44:06.329><c> hopefully</c><01:44:07.159><c> that</c>

01:44:18.180 --> 01:44:18.190 align:start position:0%
 
 

01:44:18.190 --> 01:44:23.830 align:start position:0%
 
it's<01:44:19.190><c> just</c><01:44:19.520><c> waking</c><01:44:20.090><c> up</c><01:44:20.180><c> okay</c><01:44:20.900><c> here</c><01:44:21.380><c> we</c><01:44:21.440><c> go</c>

01:44:23.830 --> 01:44:23.840 align:start position:0%
 
 

01:44:23.840 --> 01:45:05.580 align:start position:0%
 
[Music]

01:45:05.580 --> 01:45:05.590 align:start position:0%
 
 

01:45:05.590 --> 01:45:07.720 align:start position:0%
 
all<01:45:06.590><c> right</c><01:45:06.740><c> just</c><01:45:07.400><c> try</c>

01:45:07.720 --> 01:45:07.730 align:start position:0%
all right just try
 

01:45:07.730 --> 01:45:11.830 align:start position:0%
all right just try
thank<01:45:08.180><c> you</c><01:45:08.360><c> this</c><01:45:10.030><c> they</c><01:45:11.030><c> say</c><01:45:11.240><c> backs</c><01:45:11.510><c> are</c><01:45:11.720><c> more</c>

01:45:11.830 --> 01:45:11.840 align:start position:0%
thank you this they say backs are more
 

01:45:11.840 --> 01:45:20.770 align:start position:0%
thank you this they say backs are more
reliable<01:45:12.170><c> I</c><01:45:12.470><c> don't</c><01:45:12.650><c> know</c><01:45:19.150><c> we</c><01:45:20.150><c> need</c><01:45:20.330><c> we</c><01:45:20.510><c> need</c><01:45:20.540><c> a</c>

01:45:20.770 --> 01:45:20.780 align:start position:0%
reliable I don't know we need we need a
 

01:45:20.780 --> 01:45:23.230 align:start position:0%
reliable I don't know we need we need a
keyboard

01:45:23.230 --> 01:45:23.240 align:start position:0%
 
 

01:45:23.240 --> 01:45:27.250 align:start position:0%
 
I<01:45:23.500><c> think</c><01:45:24.500><c> you</c><01:45:24.590><c> have</c><01:45:24.770><c> that</c><01:45:24.800><c> much</c><01:45:25.010><c> stuff</c><01:45:26.260><c> let's</c>

01:45:27.250 --> 01:45:27.260 align:start position:0%
I think you have that much stuff let's
 

01:45:27.260 --> 01:45:29.170 align:start position:0%
I think you have that much stuff let's
know<01:45:27.860><c> that</c><01:45:28.010><c> we</c><01:45:28.100><c> commute</c><01:45:28.460><c> he</c><01:45:28.700><c> doesn't</c><01:45:28.970><c> have</c><01:45:29.090><c> to</c>

01:45:29.170 --> 01:45:29.180 align:start position:0%
know that we commute he doesn't have to
 

01:45:29.180 --> 01:45:31.930 align:start position:0%
know that we commute he doesn't have to
stop<01:45:29.780><c> there</c><01:45:29.810><c> so</c><01:45:30.230><c> I</c><01:45:30.260><c> don't</c><01:45:30.530><c> know</c><01:45:30.760><c> okay</c><01:45:31.790><c> I'm</c>

01:45:31.930 --> 01:45:31.940 align:start position:0%
stop there so I don't know okay I'm
 

01:45:31.940 --> 01:45:34.360 align:start position:0%
stop there so I don't know okay I'm
worried<01:45:32.690><c> tight</c><01:45:32.990><c> without</c><01:45:33.260><c> let's</c><01:45:33.920><c> do</c><01:45:34.070><c> it</c><01:45:34.160><c> life</c>

01:45:34.360 --> 01:45:34.370 align:start position:0%
worried tight without let's do it life
 

01:45:34.370 --> 01:45:46.590 align:start position:0%
worried tight without let's do it life
I'm<01:45:34.730><c> gonna</c><01:45:34.940><c> do</c><01:45:37.300><c> I'm</c><01:45:38.300><c> referring</c><01:45:38.690><c> to</c><01:45:38.750><c> that</c><01:45:38.870><c> book</c>

01:45:46.590 --> 01:45:46.600 align:start position:0%
 
 

01:45:46.600 --> 01:45:55.750 align:start position:0%
 
yes<01:45:47.600><c> Jay</c>

01:45:55.750 --> 01:45:55.760 align:start position:0%
 
 

01:45:55.760 --> 01:45:58.160 align:start position:0%
 
so<01:45:56.760><c> this</c><01:45:56.910><c> is</c><01:45:57.060><c> why</c><01:45:57.180><c> we're</c><01:45:57.300><c> gonna</c><01:45:57.390><c> stop</c><01:45:57.720><c> building</c>

01:45:58.160 --> 01:45:58.170 align:start position:0%
so this is why we're gonna stop building
 

01:45:58.170 --> 01:46:00.980 align:start position:0%
so this is why we're gonna stop building
apps<01:45:59.070><c> and</c><01:45:59.310><c> electron</c><01:45:59.730><c> and</c><01:46:00.030><c> start</c><01:46:00.240><c> using</c><01:46:00.360><c> the</c>

01:46:00.980 --> 01:46:00.990 align:start position:0%
apps and electron and start using the
 

01:46:00.990 --> 01:46:09.160 align:start position:0%
apps and electron and start using the
press<01:46:02.150><c> okay</c><01:46:03.150><c> okay</c><01:46:03.750><c> can</c><01:46:04.170><c> I</c><01:46:04.320><c> have</c><01:46:04.350><c> another</c><01:46:04.940><c> yes</c><01:46:07.310><c> I</c>

01:46:09.160 --> 01:46:09.170 align:start position:0%
press okay okay can I have another yes I
 

01:46:09.170 --> 01:46:12.040 align:start position:0%
press okay okay can I have another yes I
was<01:46:10.170><c> gonna</c><01:46:10.380><c> say</c><01:46:10.680><c> when</c><01:46:10.950><c> I</c><01:46:10.980><c> was</c><01:46:11.280><c> a</c><01:46:11.340><c> kid</c>

01:46:12.040 --> 01:46:12.050 align:start position:0%
was gonna say when I was a kid
 

01:46:12.050 --> 01:46:15.710 align:start position:0%
was gonna say when I was a kid
Microsoft<01:46:13.050><c> was</c><01:46:13.400><c> treated</c><01:46:14.400><c> as</c><01:46:14.520><c> the</c><01:46:14.760><c> enemy</c><01:46:15.330><c> in</c>

01:46:15.710 --> 01:46:15.720 align:start position:0%
Microsoft was treated as the enemy in
 

01:46:15.720 --> 01:46:19.400 align:start position:0%
Microsoft was treated as the enemy in
the<01:46:15.870><c> real</c><01:46:16.050><c> sort</c><01:46:16.500><c> of</c><01:46:16.530><c> worst</c><01:46:17.520><c> contender</c><01:46:18.180><c> oh</c><01:46:18.570><c> that</c>

01:46:19.400 --> 01:46:19.410 align:start position:0%
the real sort of worst contender oh that
 

01:46:19.410 --> 01:46:20.930 align:start position:0%
the real sort of worst contender oh that
kind<01:46:19.590><c> of</c><01:46:19.680><c> repeat</c><01:46:19.980><c> rehabilitate</c><01:46:20.670><c> themselves</c>

01:46:20.930 --> 01:46:20.940 align:start position:0%
kind of repeat rehabilitate themselves
 

01:46:20.940 --> 01:46:23.870 align:start position:0%
kind of repeat rehabilitate themselves
but<01:46:21.630><c> going</c><01:46:21.870><c> back</c><01:46:22.080><c> on</c><01:46:22.260><c> that</c><01:46:22.290><c> that</c><01:46:22.590><c> guess</c><01:46:23.550><c> code</c>

01:46:23.870 --> 01:46:23.880 align:start position:0%
but going back on that that guess code
 

01:46:23.880 --> 01:46:29.120 align:start position:0%
but going back on that that guess code
this<01:46:24.210><c> is</c><01:46:24.510><c> pretty</c><01:46:24.690><c> good</c><01:46:24.930><c> okay</c><01:46:25.920><c> so</c><01:46:27.200><c> look</c><01:46:28.200><c> bad</c><01:46:28.410><c> and</c>

01:46:29.120 --> 01:46:29.130 align:start position:0%
this is pretty good okay so look bad and
 

01:46:29.130 --> 01:46:30.920 align:start position:0%
this is pretty good okay so look bad and
what<01:46:29.370><c> we</c><01:46:29.490><c> have</c><01:46:29.670><c> here</c><01:46:29.910><c> is</c><01:46:30.030><c> this</c><01:46:30.150><c> template</c><01:46:30.630><c> pad</c>

01:46:30.920 --> 01:46:30.930 align:start position:0%
what we have here is this template pad
 

01:46:30.930 --> 01:46:34.190 align:start position:0%
what we have here is this template pad
and<01:46:31.110><c> what</c><01:46:31.200><c> I'm</c><01:46:31.290><c> going</c><01:46:31.410><c> to</c><01:46:31.500><c> do</c><01:46:31.740><c> is</c><01:46:32.670><c> go</c><01:46:33.510><c> into</c><01:46:33.990><c> the</c>

01:46:34.190 --> 01:46:34.200 align:start position:0%
and what I'm going to do is go into the
 

01:46:34.200 --> 01:46:36.410 align:start position:0%
and what I'm going to do is go into the
terminal<01:46:34.470><c> here</c><01:46:35.040><c> and</c><01:46:35.250><c> say</c><01:46:35.850><c> first</c><01:46:36.180><c> thing</c><01:46:36.270><c> root</c>

01:46:36.410 --> 01:46:36.420 align:start position:0%
terminal here and say first thing root
 

01:46:36.420 --> 01:46:37.970 align:start position:0%
terminal here and say first thing root
is<01:46:36.570><c> register</c><01:46:37.050><c> the</c><01:46:37.140><c> time</c><01:46:37.350><c> of</c><01:46:37.530><c> the</c><01:46:37.590><c> block</c><01:46:37.740><c> trace</c>

01:46:37.970 --> 01:46:37.980 align:start position:0%
is register the time of the block trace
 

01:46:37.980 --> 01:46:43.120 align:start position:0%
is register the time of the block trace
and<01:46:38.220><c> what</c><01:46:38.400><c> part</c><01:46:39.000><c> of</c><01:46:39.120><c> the</c><01:46:39.240><c> register</c><01:46:39.860><c> register</c>

01:46:43.120 --> 01:46:43.130 align:start position:0%
 
 

01:46:43.130 --> 01:46:51.590 align:start position:0%
 
okay<01:46:44.130><c> and</c><01:46:44.370><c> then</c><01:46:44.490><c> yarn</c><01:46:44.700><c> pills</c><01:46:50.210><c> with</c><01:46:51.210><c> the</c><01:46:51.330><c> Kratz</c>

01:46:51.590 --> 01:46:51.600 align:start position:0%
okay and then yarn pills with the Kratz
 

01:46:51.600 --> 01:46:55.280 align:start position:0%
okay and then yarn pills with the Kratz
permission<01:46:52.610><c> okay</c><01:46:53.610><c> so</c><01:46:54.270><c> what</c><01:46:55.050><c> should</c><01:46:55.080><c> happen</c>

01:46:55.280 --> 01:46:55.290 align:start position:0%
permission okay so what should happen
 

01:46:55.290 --> 01:46:58.070 align:start position:0%
permission okay so what should happen
now<01:46:55.740><c> is</c><01:46:56.100><c> that</c><01:46:56.160><c> we're</c><01:46:57.060><c> running</c><01:46:57.180><c> the</c><01:46:57.780><c> launchpad</c>

01:46:58.070 --> 01:46:58.080 align:start position:0%
now is that we're running the launchpad
 

01:46:58.080 --> 01:47:01.250 align:start position:0%
now is that we're running the launchpad
in<01:46:58.470><c> dev</c><01:46:58.740><c> mode</c><01:46:58.950><c> and</c><01:46:59.310><c> so</c><01:46:59.520><c> this</c><01:46:59.760><c> this</c><01:47:00.060><c> template</c><01:47:00.990><c> is</c>

01:47:01.250 --> 01:47:01.260 align:start position:0%
in dev mode and so this this template is
 

01:47:01.260 --> 01:47:03.380 align:start position:0%
in dev mode and so this this template is
a<01:47:01.290><c> simple</c><01:47:01.770><c> tasks</c><01:47:02.160><c> app</c><01:47:02.370><c> if</c><01:47:03.000><c> I</c><01:47:03.090><c> create</c><01:47:03.330><c> a</c><01:47:03.360><c> new</c>

01:47:03.380 --> 01:47:03.390 align:start position:0%
a simple tasks app if I create a new
 

01:47:03.390 --> 01:47:05.420 align:start position:0%
a simple tasks app if I create a new
instance<01:47:03.810><c> of</c><01:47:04.020><c> that</c><01:47:04.080><c> inside</c><01:47:04.650><c> this</c><01:47:04.770><c> party</c><01:47:05.280><c> which</c>

01:47:05.420 --> 01:47:05.430 align:start position:0%
instance of that inside this party which
 

01:47:05.430 --> 01:47:07.790 align:start position:0%
instance of that inside this party which
is<01:47:05.460><c> this</c><01:47:05.730><c> spiritual</c><01:47:06.090><c> database</c><01:47:06.480><c> I</c><01:47:06.810><c> can</c><01:47:07.320><c> now</c><01:47:07.470><c> I</c>

01:47:07.790 --> 01:47:07.800 align:start position:0%
is this spiritual database I can now I
 

01:47:07.800 --> 01:47:09.260 align:start position:0%
is this spiritual database I can now I
usually<01:47:08.430><c> type</c><01:47:08.610><c> things</c><01:47:08.910><c> a</c><01:47:09.000><c> little</c><01:47:09.060><c> bit</c><01:47:09.210><c> more</c>

01:47:09.260 --> 01:47:09.270 align:start position:0%
usually type things a little bit more
 

01:47:09.270 --> 01:47:11.480 align:start position:0%
usually type things a little bit more
thoughtfulness<01:47:09.780><c> but</c><01:47:10.020><c> given</c><01:47:10.500><c> the</c><01:47:10.560><c> time</c><01:47:10.740><c> I</c><01:47:11.010><c> can</c>

01:47:11.480 --> 01:47:11.490 align:start position:0%
thoughtfulness but given the time I can
 

01:47:11.490 --> 01:47:13.610 align:start position:0%
thoughtfulness but given the time I can
now<01:47:11.640><c> see</c><01:47:12.570><c> that</c><01:47:12.720><c> we've</c><01:47:12.840><c> got</c><01:47:12.960><c> this</c><01:47:13.050><c> very</c><01:47:13.170><c> simple</c>

01:47:13.610 --> 01:47:13.620 align:start position:0%
now see that we've got this very simple
 

01:47:13.620 --> 01:47:15.860 align:start position:0%
now see that we've got this very simple
task<01:47:13.860><c> list</c><01:47:14.160><c> if</c><01:47:14.790><c> I</c><01:47:15.030><c> go</c><01:47:15.210><c> over</c><01:47:15.450><c> to</c><01:47:15.480><c> the</c><01:47:15.720><c> other</c>

01:47:15.860 --> 01:47:15.870 align:start position:0%
task list if I go over to the other
 

01:47:15.870 --> 01:47:19.180 align:start position:0%
task list if I go over to the other
browser<01:47:16.230><c> instance</c><01:47:16.860><c> over</c><01:47:17.070><c> here</c>

01:47:19.180 --> 01:47:19.190 align:start position:0%
browser instance over here
 

01:47:19.190 --> 01:47:23.070 align:start position:0%
browser instance over here
suppose<01:47:19.969><c> that</c><01:47:20.000><c> should</c><01:47:20.480><c> open</c><01:47:20.630><c> up</c><01:47:20.840><c> again</c><01:47:21.070><c> here</c>

01:47:23.070 --> 01:47:23.080 align:start position:0%
suppose that should open up again here
 

01:47:23.080 --> 01:47:26.500 align:start position:0%
suppose that should open up again here
there's<01:47:24.080><c> my</c><01:47:24.739><c> task</c><01:47:25.100><c> lesson</c><01:47:25.969><c> I</c><01:47:26.030><c> check</c><01:47:26.330><c> some</c>

01:47:26.500 --> 01:47:26.510 align:start position:0%
there's my task lesson I check some
 

01:47:26.510 --> 01:47:28.420 align:start position:0%
there's my task lesson I check some
things<01:47:26.540><c> up</c><01:47:26.900><c> so</c><01:47:27.350><c> automatically</c><01:47:28.010><c> out</c><01:47:28.250><c> of</c><01:47:28.340><c> the</c>

01:47:28.420 --> 01:47:28.430 align:start position:0%
things up so automatically out of the
 

01:47:28.430 --> 01:47:30.220 align:start position:0%
things up so automatically out of the
box<01:47:28.670><c> it's</c><01:47:28.910><c> collaborative</c><01:47:29.330><c> so</c><01:47:29.750><c> let's</c><01:47:29.900><c> let's</c>

01:47:30.220 --> 01:47:30.230 align:start position:0%
box it's collaborative so let's let's
 

01:47:30.230 --> 01:47:31.420 align:start position:0%
box it's collaborative so let's let's
change<01:47:30.560><c> that</c><01:47:30.800><c> alert</c>

01:47:31.420 --> 01:47:31.430 align:start position:0%
change that alert
 

01:47:31.430 --> 01:47:34.000 align:start position:0%
change that alert
I'm<01:47:31.670><c> going</c><01:47:32.330><c> to</c><01:47:32.510><c> now</c><01:47:32.719><c> close</c><01:47:33.230><c> that</c><01:47:33.350><c> happened</c>

01:47:34.000 --> 01:47:34.010 align:start position:0%
I'm going to now close that happened
 

01:47:34.010 --> 01:47:35.439 align:start position:0%
I'm going to now close that happened
since<01:47:34.850><c> we're</c><01:47:35.030><c> in</c><01:47:35.090><c> Japan</c>

01:47:35.439 --> 01:47:35.449 align:start position:0%
since we're in Japan
 

01:47:35.449 --> 01:47:39.640 align:start position:0%
since we're in Japan
I'm<01:47:35.660><c> gonna</c><01:47:35.780><c> build</c><01:47:35.989><c> shogi</c><01:47:36.500><c> yeah</c><01:47:36.880><c> so</c><01:47:38.500><c> show</c><01:47:39.500><c> his</c>

01:47:39.640 --> 01:47:39.650 align:start position:0%
I'm gonna build shogi yeah so show his
 

01:47:39.650 --> 01:47:42.760 align:start position:0%
I'm gonna build shogi yeah so show his
Japanese<01:47:40.130><c> chess</c><01:47:40.489><c> I</c><01:47:40.790><c> did</c><01:47:41.660><c> this</c><01:47:41.780><c> really</c><01:47:42.380><c> quick</c>

01:47:42.760 --> 01:47:42.770 align:start position:0%
Japanese chess I did this really quick
 

01:47:42.770 --> 01:47:46.330 align:start position:0%
Japanese chess I did this really quick
so<01:47:43.510><c> edit</c><01:47:44.510><c> this</c><01:47:44.660><c> task</c><01:47:45.230><c> list</c><01:47:45.560><c> and</c><01:47:45.770><c> I've</c><01:47:46.160><c> got</c><01:47:46.310><c> a</c>

01:47:46.330 --> 01:47:46.340 align:start position:0%
so edit this task list and I've got a
 

01:47:46.340 --> 01:47:47.680 align:start position:0%
so edit this task list and I've got a
couple<01:47:46.580><c> of</c><01:47:46.670><c> these</c><01:47:46.820><c> things</c><01:47:47.120><c> couple</c><01:47:47.510><c> of</c><01:47:47.570><c> the</c>

01:47:47.680 --> 01:47:47.690 align:start position:0%
couple of these things couple of the
 

01:47:47.690 --> 01:47:50.290 align:start position:0%
couple of these things couple of the
import<01:47:48.020><c> statements</c><01:47:48.560><c> already</c><01:47:48.830><c> ready</c><01:47:49.300><c> we're</c>

01:47:50.290 --> 01:47:50.300 align:start position:0%
import statements already ready we're
 

01:47:50.300 --> 01:47:51.880 align:start position:0%
import statements already ready we're
gonna<01:47:50.360><c> change</c><01:47:50.690><c> the</c><01:47:50.930><c> entire</c><01:47:51.199><c> render</c><01:47:51.680><c> function</c>

01:47:51.880 --> 01:47:51.890 align:start position:0%
gonna change the entire render function
 

01:47:51.890 --> 01:47:55.479 align:start position:0%
gonna change the entire render function
if<01:47:52.219><c> those</c><01:47:52.430><c> things</c><01:47:52.760><c> only</c><01:47:53.000><c> act</c><01:47:54.310><c> we're</c><01:47:55.310><c> going</c><01:47:55.430><c> to</c>

01:47:55.479 --> 01:47:55.489 align:start position:0%
if those things only act we're going to
 

01:47:55.489 --> 01:47:57.700 align:start position:0%
if those things only act we're going to
render<01:47:55.670><c> this</c><01:47:55.880><c> Shoei</c><01:47:56.270><c> board</c><01:47:56.630><c> using</c><01:47:57.620><c> your</c>

01:47:57.700 --> 01:47:57.710 align:start position:0%
render this Shoei board using your
 

01:47:57.710 --> 01:48:07.060 align:start position:0%
render this Shoei board using your
current<01:47:57.890><c> game</c><01:47:58.280><c> state</c><01:48:04.270><c> and</c><01:48:05.410><c> let's</c><01:48:06.410><c> just</c><01:48:06.620><c> try</c><01:48:06.890><c> it</c>

01:48:07.060 --> 01:48:07.070 align:start position:0%
current game state and let's just try it
 

01:48:07.070 --> 01:48:09.070 align:start position:0%
current game state and let's just try it
and<01:48:07.219><c> then</c><01:48:07.430><c> inside</c><01:48:08.000><c> deaths</c><01:48:08.330><c> I'm</c><01:48:08.600><c> gonna</c><01:48:08.780><c> change</c>

01:48:09.070 --> 01:48:09.080 align:start position:0%
and then inside deaths I'm gonna change
 

01:48:09.080 --> 01:48:13.689 align:start position:0%
and then inside deaths I'm gonna change
the<01:48:09.469><c> icon</c><01:48:10.010><c> somebody</c><01:48:10.730><c> give</c><01:48:10.850><c> me</c><01:48:10.880><c> a</c><01:48:11.000><c> car</c><01:48:12.699><c> black</c>

01:48:13.689 --> 01:48:13.699 align:start position:0%
the icon somebody give me a car black
 

01:48:13.699 --> 01:48:18.860 align:start position:0%
the icon somebody give me a car black
could<01:48:13.850><c> be</c><01:48:13.910><c> a</c><01:48:14.030><c> plan</c><01:48:14.300><c> amendment</c><01:48:16.150><c> shogi</c>

01:48:18.860 --> 01:48:18.870 align:start position:0%
could be a plan amendment shogi
 

01:48:18.870 --> 01:48:24.390 align:start position:0%
could be a plan amendment shogi
say<01:48:19.870><c> it</c><01:48:19.990><c> and</c><01:48:20.710><c> let's</c><01:48:21.700><c> see</c><01:48:21.910><c> so</c><01:48:23.070><c> it</c><01:48:24.070><c> should</c><01:48:24.310><c> get</c>

01:48:24.390 --> 01:48:24.400 align:start position:0%
say it and let's see so it should get
 

01:48:24.400 --> 01:48:25.590 align:start position:0%
say it and let's see so it should get
the<01:48:24.580><c> changes</c><01:48:24.910><c> should</c><01:48:25.060><c> get</c><01:48:25.240><c> picked</c><01:48:25.480><c> up</c>

01:48:25.590 --> 01:48:25.600 align:start position:0%
the changes should get picked up
 

01:48:25.600 --> 01:48:28.200 align:start position:0%
the changes should get picked up
automatically<01:48:26.230><c> and</c><01:48:26.910><c> we're</c><01:48:27.910><c> going</c><01:48:28.060><c> to</c><01:48:28.090><c> show</c>

01:48:28.200 --> 01:48:28.210 align:start position:0%
automatically and we're going to show
 

01:48:28.210 --> 01:48:30.420 align:start position:0%
automatically and we're going to show
you<01:48:28.270><c> what</c><01:48:28.480><c> in</c><01:48:28.630><c> green</c><01:48:28.900><c> I</c><01:48:29.200><c> know</c><01:48:29.980><c> if</c><01:48:30.040><c> we</c><01:48:30.160><c> create</c><01:48:30.400><c> a</c>

01:48:30.420 --> 01:48:30.430 align:start position:0%
you what in green I know if we create a
 

01:48:30.430 --> 01:48:32.550 align:start position:0%
you what in green I know if we create a
new<01:48:30.550><c> instance</c><01:48:30.700><c> of</c><01:48:31.060><c> that</c><01:48:31.090><c> we've</c><01:48:31.720><c> got</c><01:48:31.870><c> somewhat</c>

01:48:32.550 --> 01:48:32.560 align:start position:0%
new instance of that we've got somewhat
 

01:48:32.560 --> 01:48:35.430 align:start position:0%
new instance of that we've got somewhat
of<01:48:32.860><c> a</c><01:48:33.190><c> show</c><01:48:33.640><c> you</c><01:48:33.670><c> what</c><01:48:34.000><c> this</c><01:48:34.330><c> is</c><01:48:34.390><c> here</c><01:48:34.780><c> right</c><01:48:35.410><c> I</c>

01:48:35.430 --> 01:48:35.440 align:start position:0%
of a show you what this is here right I
 

01:48:35.440 --> 01:48:37.620 align:start position:0%
of a show you what this is here right I
can<01:48:35.680><c> I</c><01:48:35.890><c> can</c><01:48:36.160><c> move</c><01:48:36.370><c> pieces</c><01:48:36.850><c> here</c><01:48:37.330><c> but</c><01:48:37.540><c> obviously</c>

01:48:37.620 --> 01:48:37.630 align:start position:0%
can I can move pieces here but obviously
 

01:48:37.630 --> 01:48:39.510 align:start position:0%
can I can move pieces here but obviously
probably<01:48:38.110><c> to</c><01:48:38.170><c> refresh</c><01:48:38.590><c> the</c><01:48:38.770><c> screen</c><01:48:39.010><c> we're</c>

01:48:39.510 --> 01:48:39.520 align:start position:0%
probably to refresh the screen we're
 

01:48:39.520 --> 01:48:41.280 align:start position:0%
probably to refresh the screen we're
gonna<01:48:39.640><c> lose</c><01:48:39.820><c> all</c><01:48:39.940><c> of</c><01:48:39.970><c> the</c><01:48:40.120><c> stain</c><01:48:40.360><c> so</c><01:48:41.050><c> the</c><01:48:41.140><c> next</c>

01:48:41.280 --> 01:48:41.290 align:start position:0%
gonna lose all of the stain so the next
 

01:48:41.290 --> 01:48:43.370 align:start position:0%
gonna lose all of the stain so the next
thing<01:48:41.440><c> I'm</c><01:48:41.560><c> going</c><01:48:41.620><c> to</c><01:48:41.770><c> do</c><01:48:42.010><c> is</c><01:48:42.340><c> go</c><01:48:42.670><c> in</c><01:48:42.820><c> here</c><01:48:43.150><c> and</c>

01:48:43.370 --> 01:48:43.380 align:start position:0%
thing I'm going to do is go in here and
 

01:48:43.380 --> 01:48:47.040 align:start position:0%
thing I'm going to do is go in here and
add<01:48:44.380><c> a</c><01:48:44.440><c> add</c><01:48:45.070><c> a</c><01:48:45.130><c> little</c><01:48:45.370><c> parameter</c><01:48:45.880><c> here</c><01:48:46.450><c> for</c>

01:48:47.040 --> 01:48:47.050 align:start position:0%
add a add a little parameter here for
 

01:48:47.050 --> 01:48:50.070 align:start position:0%
add a add a little parameter here for
the<01:48:47.290><c> drop</c><01:48:47.860><c> and</c><01:48:48.430><c> then</c><01:48:48.850><c> add</c><01:48:49.030><c> a</c><01:48:49.060><c> front</c><01:48:49.570><c> end</c><01:48:49.840><c> to</c>

01:48:50.070 --> 01:48:50.080 align:start position:0%
the drop and then add a front end to
 

01:48:50.080 --> 01:48:54.210 align:start position:0%
the drop and then add a front end to
that<01:48:50.200><c> effect</c><01:48:51.780><c> handle</c><01:48:52.780><c> drop</c><01:48:52.990><c> so</c><01:48:53.830><c> I'm</c><01:48:53.980><c> going</c><01:48:54.130><c> to</c>

01:48:54.210 --> 01:48:54.220 align:start position:0%
that effect handle drop so I'm going to
 

01:48:54.220 --> 01:48:56.100 align:start position:0%
that effect handle drop so I'm going to
get<01:48:54.310><c> the</c><01:48:54.430><c> events</c><01:48:54.910><c> that</c><01:48:55.360><c> were</c><01:48:55.540><c> published</c><01:48:55.990><c> by</c>

01:48:56.100 --> 01:48:56.110 align:start position:0%
get the events that were published by
 

01:48:56.110 --> 01:48:58.560 align:start position:0%
get the events that were published by
that<01:48:56.320><c> we</c><01:48:56.530><c> are</c><01:48:56.650><c> control</c><01:48:57.210><c> validate</c><01:48:58.210><c> that's</c><01:48:58.450><c> a</c>

01:48:58.560 --> 01:48:58.570 align:start position:0%
that we are control validate that's a
 

01:48:58.570 --> 01:49:00.990 align:start position:0%
that we are control validate that's a
reasonable<01:48:59.020><c> move</c><01:48:59.230><c> and</c><01:48:59.620><c> then</c><01:48:59.980><c> I'm</c><01:49:00.700><c> going</c><01:49:00.910><c> to</c>

01:49:00.990 --> 01:49:01.000 align:start position:0%
reasonable move and then I'm going to
 

01:49:01.000 --> 01:49:03.690 align:start position:0%
reasonable move and then I'm going to
append<01:49:01.450><c> that</c><01:49:01.630><c> to</c><01:49:02.050><c> a</c><01:49:02.440><c> law</c><01:49:02.650><c> we're</c><01:49:03.340><c> using</c><01:49:03.490><c> these</c>

01:49:03.690 --> 01:49:03.700 align:start position:0%
append that to a law we're using these
 

01:49:03.700 --> 01:49:05.790 align:start position:0%
append that to a law we're using these
higher-order<01:49:04.260><c> components</c><01:49:05.260><c> which</c><01:49:05.440><c> are</c><01:49:05.560><c> right</c>

01:49:05.790 --> 01:49:05.800 align:start position:0%
higher-order components which are right
 

01:49:05.800 --> 01:49:06.660 align:start position:0%
higher-order components which are right
it's<01:49:05.980><c> part</c><01:49:06.160><c> of</c><01:49:06.190><c> a</c><01:49:06.250><c> react</c>

01:49:06.660 --> 01:49:06.670 align:start position:0%
it's part of a react
 

01:49:06.670 --> 01:49:08.970 align:start position:0%
it's part of a react
idiom<01:49:07.030><c> it's</c><01:49:07.540><c> going</c><01:49:07.690><c> to</c><01:49:07.750><c> inject</c><01:49:08.170><c> the</c><01:49:08.500><c> database</c>

01:49:08.970 --> 01:49:08.980 align:start position:0%
idiom it's going to inject the database
 

01:49:08.980 --> 01:49:11.700 align:start position:0%
idiom it's going to inject the database
from<01:49:09.220><c> this</c><01:49:09.340><c> party</c><01:49:09.760><c> into</c><01:49:10.390><c> the</c><01:49:10.480><c> control</c><01:49:10.870><c> give</c><01:49:11.590><c> me</c>

01:49:11.700 --> 01:49:11.710 align:start position:0%
from this party into the control give me
 

01:49:11.710 --> 01:49:13.740 align:start position:0%
from this party into the control give me
this<01:49:11.860><c> view</c><01:49:12.340><c> object</c><01:49:12.790><c> that</c><01:49:13.060><c> I</c><01:49:13.180><c> can</c><01:49:13.330><c> then</c><01:49:13.450><c> append</c>

01:49:13.740 --> 01:49:13.750 align:start position:0%
this view object that I can then append
 

01:49:13.750 --> 01:49:18.390 align:start position:0%
this view object that I can then append
changes<01:49:14.260><c> to</c><01:49:14.470><c> and</c><01:49:15.280><c> then</c><01:49:15.930><c> in</c><01:49:16.930><c> order</c><01:49:17.170><c> to</c><01:49:17.370><c> process</c>

01:49:18.390 --> 01:49:18.400 align:start position:0%
changes to and then in order to process
 

01:49:18.400 --> 01:49:21.570 align:start position:0%
changes to and then in order to process
inbound<01:49:18.880><c> changes</c><01:49:19.420><c> from</c><01:49:19.690><c> other</c><01:49:20.020><c> players</c><01:49:20.590><c> I'm</c>

01:49:21.570 --> 01:49:21.580 align:start position:0%
inbound changes from other players I'm
 

01:49:21.580 --> 01:49:27.300 align:start position:0%
inbound changes from other players I'm
going<01:49:22.000><c> to</c><01:49:23.670><c> get</c><01:49:24.670><c> the</c><01:49:25.420><c> log</c><01:49:25.990><c> view</c><01:49:26.260><c> go</c><01:49:27.040><c> through</c>

01:49:27.300 --> 01:49:27.310 align:start position:0%
going to get the log view go through
 

01:49:27.310 --> 01:49:28.710 align:start position:0%
going to get the log view go through
each<01:49:27.400><c> of</c><01:49:27.580><c> the</c><01:49:27.730><c> messages</c><01:49:27.940><c> which</c><01:49:28.450><c> are</c><01:49:28.540><c> just</c>

01:49:28.710 --> 01:49:28.720 align:start position:0%
each of the messages which are just
 

01:49:28.720 --> 01:49:30.600 align:start position:0%
each of the messages which are just
mutations<01:49:29.200><c> process</c><01:49:29.800><c> them</c><01:49:29.980><c> against</c><01:49:30.340><c> the</c><01:49:30.460><c> local</c>

01:49:30.600 --> 01:49:30.610 align:start position:0%
mutations process them against the local
 

01:49:30.610 --> 01:49:32.550 align:start position:0%
mutations process them against the local
state<01:49:31.000><c> machine</c><01:49:31.390><c> which</c><01:49:31.540><c> is</c><01:49:31.690><c> this</c><01:49:31.780><c> show</c><01:49:32.380><c> you</c>

01:49:32.550 --> 01:49:32.560 align:start position:0%
state machine which is this show you
 

01:49:32.560 --> 01:49:34.620 align:start position:0%
state machine which is this show you
third<01:49:32.740><c> fun</c><01:49:32.950><c> show</c><01:49:33.160><c> the</c><01:49:33.340><c> object</c><01:49:33.730><c> and</c><01:49:33.940><c> then</c>

01:49:34.620 --> 01:49:34.630 align:start position:0%
third fun show the object and then
 

01:49:34.630 --> 01:49:37.080 align:start position:0%
third fun show the object and then
return<01:49:35.260><c> that</c><01:49:35.290><c> as</c><01:49:35.560><c> a</c><01:49:35.590><c> state</c><01:49:35.920><c> object</c><01:49:36.340><c> so</c><01:49:36.850><c> let's</c>

01:49:37.080 --> 01:49:37.090 align:start position:0%
return that as a state object so let's
 

01:49:37.090 --> 01:49:41.260 align:start position:0%
return that as a state object so let's
see<01:49:37.210><c> if</c><01:49:37.270><c> that</c><01:49:37.300><c> picks</c><01:49:37.660><c> up</c><01:49:37.900><c> here</c><01:49:38.350><c> now</c><01:49:38.980><c> if</c><01:49:39.220><c> I</c><01:49:39.400><c> make</c>

01:49:41.260 --> 01:49:41.270 align:start position:0%
see if that picks up here now if I make
 

01:49:41.270 --> 01:49:45.040 align:start position:0%
see if that picks up here now if I make
it<01:49:41.660><c> should</c><01:49:41.960><c> stick</c><01:49:42.969><c> so</c><01:49:43.969><c> why</c><01:49:44.510><c> don't</c><01:49:44.690><c> you</c><01:49:44.780><c> just</c>

01:49:45.040 --> 01:49:45.050 align:start position:0%
it should stick so why don't you just
 

01:49:45.050 --> 01:49:47.430 align:start position:0%
it should stick so why don't you just
finish<01:49:45.290><c> off</c><01:49:45.469><c> this</c><01:49:45.650><c> part</c><01:49:46.040><c> is</c><01:49:46.370><c> we</c><01:49:46.580><c> can</c><01:49:46.699><c> go</c><01:49:46.850><c> into</c>

01:49:47.430 --> 01:49:47.440 align:start position:0%
finish off this part is we can go into
 

01:49:47.440 --> 01:49:51.250 align:start position:0%
finish off this part is we can go into
the<01:49:49.030><c> chat</c><01:49:50.030><c> application</c><01:49:50.719><c> which</c><01:49:50.870><c> is</c><01:49:51.020><c> another</c>

01:49:51.250 --> 01:49:51.260 align:start position:0%
the chat application which is another
 

01:49:51.260 --> 01:49:55.450 align:start position:0%
the chat application which is another
app<01:49:51.590><c> here</c><01:49:53.230><c> great</c><01:49:54.230><c> a</c><01:49:54.260><c> chat</c><01:49:54.560><c> room</c><01:49:54.830><c> and</c><01:49:54.980><c> I</c><01:49:55.100><c> can</c><01:49:55.250><c> say</c>

01:49:55.450 --> 01:49:55.460 align:start position:0%
app here great a chat room and I can say
 

01:49:55.460 --> 01:50:02.189 align:start position:0%
app here great a chat room and I can say
hey<01:49:57.340><c> not</c><01:49:58.340><c> rich</c>

01:50:02.189 --> 01:50:02.199 align:start position:0%
 
 

01:50:02.199 --> 01:50:04.740 align:start position:0%
 
surely<01:50:02.890><c> if</c><01:50:03.550><c> I</c><01:50:03.699><c> go</c><01:50:03.850><c> over</c><01:50:04.060><c> here</c><01:50:04.090><c> and</c><01:50:04.239><c> then</c><01:50:04.480><c> press</c>

01:50:04.740 --> 01:50:04.750 align:start position:0%
surely if I go over here and then press
 

01:50:04.750 --> 01:50:07.110 align:start position:0%
surely if I go over here and then press
ENTER<01:50:05.050><c> if</c><01:50:05.770><c> they</c><01:50:05.890><c> go</c><01:50:06.040><c> over</c><01:50:06.219><c> here</c><01:50:06.400><c> into</c><01:50:06.610><c> the</c><01:50:06.850><c> chat</c>

01:50:07.110 --> 01:50:07.120 align:start position:0%
ENTER if they go over here into the chat
 

01:50:07.120 --> 01:50:09.030 align:start position:0%
ENTER if they go over here into the chat
app<01:50:07.330><c> which</c><01:50:07.540><c> is</c><01:50:07.660><c> just</c><01:50:07.870><c> shown</c><01:50:08.080><c> up</c><01:50:08.260><c> magically</c><01:50:08.800><c> I</c>

01:50:09.030 --> 01:50:09.040 align:start position:0%
app which is just shown up magically I
 

01:50:09.040 --> 01:50:12.030 align:start position:0%
app which is just shown up magically I
can<01:50:09.670><c> see</c><01:50:09.910><c> that</c><01:50:10.179><c> I've</c><01:50:10.690><c> got</c><01:50:10.750><c> that</c><01:50:11.080><c> link</c><01:50:11.290><c> and</c><01:50:11.830><c> if</c><01:50:11.920><c> I</c>

01:50:12.030 --> 01:50:12.040 align:start position:0%
can see that I've got that link and if I
 

01:50:12.040 --> 01:50:13.830 align:start position:0%
can see that I've got that link and if I
can<01:50:12.190><c> click</c><01:50:12.429><c> on</c><01:50:12.460><c> here</c><01:50:12.940><c> they</c><01:50:13.390><c> go</c><01:50:13.510><c> straight</c><01:50:13.719><c> into</c>

01:50:13.830 --> 01:50:13.840 align:start position:0%
can click on here they go straight into
 

01:50:13.840 --> 01:50:14.610 align:start position:0%
can click on here they go straight into
the<01:50:13.960><c> show</c><01:50:14.110><c> me</c><01:50:14.170><c> game</c>

01:50:14.610 --> 01:50:14.620 align:start position:0%
the show me game
 

01:50:14.620 --> 01:50:16.890 align:start position:0%
the show me game
and<01:50:14.920><c> so</c><01:50:15.070><c> now</c><01:50:15.190><c> not</c><01:50:16.000><c> Ritchie</c><01:50:16.239><c> is</c><01:50:16.480><c> playing</c><01:50:16.750><c> the</c>

01:50:16.890 --> 01:50:16.900 align:start position:0%
and so now not Ritchie is playing the
 

01:50:16.900 --> 01:50:20.910 align:start position:0%
and so now not Ritchie is playing the
first<01:50:17.140><c> move</c><01:50:17.380><c> and</c><01:50:17.620><c> then</c><01:50:17.949><c> like</c><01:50:18.640><c> here</c><01:50:19.650><c> rich</c><01:50:20.650><c> here</c>

01:50:20.910 --> 01:50:20.920 align:start position:0%
first move and then like here rich here
 

01:50:20.920 --> 01:50:23.400 align:start position:0%
first move and then like here rich here
is<01:50:21.010><c> playing</c><01:50:21.219><c> the</c><01:50:21.370><c> second</c><01:50:21.760><c> move</c><01:50:21.910><c> and</c><01:50:22.360><c> then</c><01:50:22.540><c> you</c>

01:50:23.400 --> 01:50:23.410 align:start position:0%
is playing the second move and then you
 

01:50:23.410 --> 01:50:25.290 align:start position:0%
is playing the second move and then you
can<01:50:23.590><c> see</c><01:50:23.800><c> that</c><01:50:24.040><c> everything's</c><01:50:24.730><c> working</c><01:50:24.790><c> right</c>

01:50:25.290 --> 01:50:25.300 align:start position:0%
can see that everything's working right
 

01:50:25.300 --> 01:50:29.130 align:start position:0%
can see that everything's working right
so<01:50:25.449><c> automatic</c><01:50:26.260><c> no</c><01:50:27.330><c> 10-millimeter</c><01:50:28.330><c> woman</c><01:50:28.840><c> okay</c>

01:50:29.130 --> 01:50:29.140 align:start position:0%
so automatic no 10-millimeter woman okay
 

01:50:29.140 --> 01:50:35.180 align:start position:0%
so automatic no 10-millimeter woman okay
woman<01:50:29.560><c> right</c><01:50:30.160><c> let's</c><01:50:30.850><c> build</c><01:50:31.120><c> an</c><01:50:31.300><c> AI</c><01:50:31.570><c> to</c><01:50:31.750><c> play</c>

01:50:35.180 --> 01:50:35.190 align:start position:0%
 
 

01:50:35.190 --> 01:50:38.880 align:start position:0%
 
all<01:50:36.190><c> right</c><01:50:37.440><c> boss</c>

01:50:38.880 --> 01:50:38.890 align:start position:0%
all right boss
 

01:50:38.890 --> 01:51:03.510 align:start position:0%
all right boss
creates<01:50:40.530><c> see</c><01:50:41.530><c> the</c><01:50:41.739><c> demo</c><01:50:57.960><c> going</c><01:50:58.960><c> to</c><01:50:59.140><c> be</c><01:50:59.320><c> I</c><01:51:02.520><c> equal</c>

01:51:03.510 --> 01:51:03.520 align:start position:0%
creates see the demo going to be I equal
 

01:51:03.520 --> 01:51:04.260 align:start position:0%
creates see the demo going to be I equal
Fraser

01:51:04.260 --> 01:51:04.270 align:start position:0%
Fraser
 

01:51:04.270 --> 01:51:07.140 align:start position:0%
Fraser
it's<01:51:04.840><c> because</c><01:51:05.170><c> you</c><01:51:05.350><c> trying</c><01:51:05.830><c> to</c><01:51:05.890><c> open</c>

01:51:07.140 --> 01:51:07.150 align:start position:0%
it's because you trying to open
 

01:51:07.150 --> 01:51:18.180 align:start position:0%
it's because you trying to open
yeah<01:51:08.150><c> I'm</c><01:51:08.210><c> gonna</c><01:51:10.720><c> kill</c><01:51:11.720><c> it</c>

01:51:18.180 --> 01:51:18.190 align:start position:0%
 
 

01:51:18.190 --> 01:51:22.360 align:start position:0%
 
okay<01:51:19.190><c> alright</c><01:51:19.640><c> so</c><01:51:19.880><c> let's</c><01:51:20.060><c> see</c><01:51:20.270><c> yeah</c><01:51:21.100><c> this</c><01:51:22.100><c> will</c>

01:51:22.360 --> 01:51:22.370 align:start position:0%
okay alright so let's see yeah this will
 

01:51:22.370 --> 01:51:38.760 align:start position:0%
okay alright so let's see yeah this will
be<01:51:35.920><c> can</c><01:51:36.920><c> I</c><01:51:37.040><c> get</c><01:51:37.220><c> from</c><01:51:37.430><c> the</c><01:51:37.550><c> crowd</c><01:51:37.670><c> two</c><01:51:38.030><c> minutes</c>

01:51:38.760 --> 01:51:38.770 align:start position:0%
be can I get from the crowd two minutes
 

01:51:38.770 --> 01:51:42.550 align:start position:0%
be can I get from the crowd two minutes
we<01:51:39.770><c> take</c><01:51:39.950><c> your</c><01:51:40.010><c> folks</c><01:51:40.690><c> now</c><01:51:41.690><c> these</c><01:51:41.870><c> the</c><01:51:42.170><c> next</c>

01:51:42.550 --> 01:51:42.560 align:start position:0%
we take your folks now these the next
 

01:51:42.560 --> 01:51:45.430 align:start position:0%
we take your folks now these the next
speaker<01:51:42.890><c> alright</c><01:51:43.130><c> so</c><01:51:43.250><c> next</c><01:51:43.370><c> speaker</c><01:51:44.350><c> do</c><01:51:45.350><c> they</c>

01:51:45.430 --> 01:51:45.440 align:start position:0%
speaker alright so next speaker do they
 

01:51:45.440 --> 01:51:47.050 align:start position:0%
speaker alright so next speaker do they
feel<01:51:45.590><c> anything</c><01:51:45.950><c> at</c><01:51:46.250><c> this</c><01:51:46.370><c> point</c><01:51:46.430><c> we're</c><01:51:46.790><c> super</c>

01:51:47.050 --> 01:51:47.060 align:start position:0%
feel anything at this point we're super
 

01:51:47.060 --> 01:51:50.010 align:start position:0%
feel anything at this point we're super
curious

01:51:50.010 --> 01:51:50.020 align:start position:0%
 
 

01:51:50.020 --> 01:51:51.580 align:start position:0%
 
okay<01:51:51.020><c> here</c><01:51:51.290><c> we</c><01:51:51.320><c> go</c>

01:51:51.580 --> 01:51:51.590 align:start position:0%
okay here we go
 

01:51:51.590 --> 01:51:59.170 align:start position:0%
okay here we go
all<01:51:51.860><c> right</c><01:51:52.070><c> so</c><01:51:53.020><c> let's</c><01:51:54.020><c> see</c><01:51:54.350><c> fine</c><01:51:57.850><c> yeah</c><01:51:58.850><c> that's</c>

01:51:59.170 --> 01:51:59.180 align:start position:0%
all right so let's see fine yeah that's
 

01:51:59.180 --> 01:52:03.190 align:start position:0%
all right so let's see fine yeah that's
great<01:51:59.990><c> so</c><01:52:00.470><c> we've</c><01:52:01.400><c> got</c><01:52:01.670><c> the</c><01:52:02.240><c> body</c><01:52:02.450><c> on</c><01:52:02.690><c> I'm</c><01:52:03.050><c> gonna</c>

01:52:03.190 --> 01:52:03.200 align:start position:0%
great so we've got the body on I'm gonna
 

01:52:03.200 --> 01:52:04.930 align:start position:0%
great so we've got the body on I'm gonna
chain<01:52:03.500><c> citizen</c><01:52:03.950><c> that's</c><01:52:04.280><c> a</c><01:52:04.430><c> configuration</c>

01:52:04.930 --> 01:52:04.940 align:start position:0%
chain citizen that's a configuration
 

01:52:04.940 --> 01:52:06.880 align:start position:0%
chain citizen that's a configuration
file<01:52:05.270><c> I'm</c><01:52:05.330><c> gonna</c><01:52:05.480><c> change</c><01:52:05.750><c> that</c><01:52:05.930><c> to</c><01:52:05.990><c> show</c><01:52:06.830><c> you</c>

01:52:06.880 --> 01:52:06.890 align:start position:0%
file I'm gonna change that to show you
 

01:52:06.890 --> 01:52:09.040 align:start position:0%
file I'm gonna change that to show you
one<01:52:07.270><c> I'm</c><01:52:08.270><c> gonna</c><01:52:08.390><c> change</c><01:52:08.600><c> the</c><01:52:08.690><c> name</c><01:52:08.750><c> of</c><01:52:08.870><c> the</c>

01:52:09.040 --> 01:52:09.050 align:start position:0%
one I'm gonna change the name of the
 

01:52:09.050 --> 01:52:10.480 align:start position:0%
one I'm gonna change the name of the
view<01:52:09.230><c> which</c><01:52:09.380><c> is</c><01:52:09.530><c> the</c><01:52:09.650><c> virtual</c><01:52:10.040><c> I'm</c><01:52:10.190><c> gonna</c><01:52:10.340><c> send</c>

01:52:10.480 --> 01:52:10.490 align:start position:0%
view which is the virtual I'm gonna send
 

01:52:10.490 --> 01:52:12.880 align:start position:0%
view which is the virtual I'm gonna send
you<01:52:10.580><c> to</c><01:52:10.670><c> the</c><01:52:10.850><c> name</c><01:52:10.940><c> of</c><01:52:10.970><c> the</c><01:52:11.240><c> box</c><01:52:11.870><c> to</c><01:52:12.170><c> show</c>

01:52:12.880 --> 01:52:12.890 align:start position:0%
you to the name of the box to show
 

01:52:12.890 --> 01:52:15.790 align:start position:0%
you to the name of the box to show
deport<01:52:13.550><c> in</c><01:52:14.540><c> deaths</c><01:52:14.930><c> I'm</c><01:52:15.230><c> going</c><01:52:15.380><c> to</c><01:52:15.440><c> change</c><01:52:15.650><c> the</c>

01:52:15.790 --> 01:52:15.800 align:start position:0%
deport in deaths I'm going to change the
 

01:52:15.800 --> 01:52:18.040 align:start position:0%
deport in deaths I'm going to change the
view<01:52:16.070><c> to</c><01:52:16.100><c> the</c><01:52:16.400><c> same</c><01:52:16.640><c> database</c><01:52:16.910><c> name</c><01:52:17.720><c> that</c><01:52:17.930><c> we</c>

01:52:18.040 --> 01:52:18.050 align:start position:0%
view to the same database name that we
 

01:52:18.050 --> 01:52:19.149 align:start position:0%
view to the same database name that we
chose<01:52:18.320><c> yeah</c>

01:52:19.149 --> 01:52:19.159 align:start position:0%
chose yeah
 

01:52:19.159 --> 01:52:22.169 align:start position:0%
chose yeah
and<01:52:19.400><c> then</c><01:52:19.580><c> inside</c><01:52:19.909><c> applause</c><01:52:20.330><c> I'm</c><01:52:21.110><c> going</c><01:52:21.409><c> to</c>

01:52:22.169 --> 01:52:22.179 align:start position:0%
and then inside applause I'm going to
 

01:52:22.179 --> 01:52:26.459 align:start position:0%
and then inside applause I'm going to
same<01:52:23.179><c> standard</c><01:52:23.900><c> library</c><01:52:24.260><c> beast</c><01:52:24.469><c> earlier</c><01:52:24.920><c> and</c>

01:52:26.459 --> 01:52:26.469 align:start position:0%
same standard library beast earlier and
 

01:52:26.469 --> 01:52:30.070 align:start position:0%
same standard library beast earlier and
walks<01:52:28.090><c> processed</c><01:52:29.090><c> the</c><01:52:29.239><c> log</c><01:52:29.449><c> so</c><01:52:29.750><c> that's</c><01:52:29.929><c> the</c>

01:52:30.070 --> 01:52:30.080 align:start position:0%
walks processed the log so that's the
 

01:52:30.080 --> 01:52:31.720 align:start position:0%
walks processed the log so that's the
inbound<01:52:30.500><c> law</c><01:52:30.770><c> we</c><01:52:30.920><c> get</c><01:52:31.040><c> this</c><01:52:31.310><c> is</c><01:52:31.460><c> a</c><01:52:31.489><c> lambda</c>

01:52:31.720 --> 01:52:31.730 align:start position:0%
inbound law we get this is a lambda
 

01:52:31.730 --> 01:52:33.189 align:start position:0%
inbound law we get this is a lambda
function<01:52:31.909><c> gets</c><01:52:32.420><c> called</c><01:52:32.540><c> whenever</c><01:52:33.050><c> this</c>

01:52:33.189 --> 01:52:33.199 align:start position:0%
function gets called whenever this
 

01:52:33.199 --> 01:52:35.290 align:start position:0%
function gets called whenever this
irritation<01:52:33.739><c> on</c><01:52:33.830><c> the</c><01:52:33.889><c> feed</c><01:52:34.159><c> and</c><01:52:34.909><c> I'll</c><01:52:35.030><c> skip</c>

01:52:35.290 --> 01:52:35.300 align:start position:0%
irritation on the feed and I'll skip
 

01:52:35.300 --> 01:52:37.899 align:start position:0%
irritation on the feed and I'll skip
ahead<01:52:35.449><c> now</c><01:52:35.659><c> and</c><01:52:36.170><c> we'll</c><01:52:36.320><c> say</c><01:52:36.500><c> boss</c><01:52:36.800><c> a</c><01:52:37.159><c> pen</c><01:52:37.699><c> move</c>

01:52:37.899 --> 01:52:37.909 align:start position:0%
ahead now and we'll say boss a pen move
 

01:52:37.909 --> 01:52:40.270 align:start position:0%
ahead now and we'll say boss a pen move
so<01:52:38.150><c> well</c><01:52:38.300><c> we'll</c><01:52:38.900><c> get</c><01:52:38.989><c> the</c><01:52:39.170><c> set</c><01:52:39.440><c> of</c><01:52:39.590><c> valid</c><01:52:39.889><c> moves</c>

01:52:40.270 --> 01:52:40.280 align:start position:0%
so well we'll get the set of valid moves
 

01:52:40.280 --> 01:52:42.250 align:start position:0%
so well we'll get the set of valid moves
shown<01:52:40.610><c> the</c><01:52:40.730><c> standard</c><01:52:41.090><c> library</c><01:52:41.510><c> and</c><01:52:41.690><c> then</c>

01:52:42.250 --> 01:52:42.260 align:start position:0%
shown the standard library and then
 

01:52:42.260 --> 01:52:43.540 align:start position:0%
shown the standard library and then
we're<01:52:42.469><c> gonna</c><01:52:42.560><c> do</c><01:52:42.679><c> this</c><01:52:42.770><c> really</c><01:52:42.949><c> smart</c><01:52:43.340><c> thing</c>

01:52:43.540 --> 01:52:43.550 align:start position:0%
we're gonna do this really smart thing
 

01:52:43.550 --> 01:52:44.740 align:start position:0%
we're gonna do this really smart thing
where<01:52:43.730><c> we're</c><01:52:43.820><c> just</c><01:52:43.850><c> gonna</c><01:52:44.000><c> pick</c><01:52:44.330><c> and</c><01:52:44.540><c> move</c><01:52:44.659><c> a</c>

01:52:44.740 --> 01:52:44.750 align:start position:0%
where we're just gonna pick and move a
 

01:52:44.750 --> 01:52:54.250 align:start position:0%
where we're just gonna pick and move a
random<01:52:45.199><c> and</c><01:52:45.440><c> append</c><01:52:45.739><c> it</c><01:52:45.920><c> to</c><01:52:45.949><c> the</c><01:52:46.100><c> feet</c><01:52:46.400><c> so</c><01:52:53.260><c> in</c>

01:52:54.250 --> 01:52:54.260 align:start position:0%
random and append it to the feet so in
 

01:52:54.260 --> 01:52:57.070 align:start position:0%
random and append it to the feet so in
the<01:52:54.500><c> terminal</c><01:52:54.980><c> we're</c><01:52:55.159><c> gonna</c><01:52:55.250><c> say</c><01:52:55.489><c> quiet</c><01:52:56.080><c> walk</c>

01:52:57.070 --> 01:52:57.080 align:start position:0%
the terminal we're gonna say quiet walk
 

01:52:57.080 --> 01:53:02.559 align:start position:0%
the terminal we're gonna say quiet walk
register

01:53:02.559 --> 01:53:02.569 align:start position:0%
 
 

01:53:02.569 --> 01:53:05.580 align:start position:0%
 
and<01:53:02.809><c> the</c><01:53:03.079><c> wire</c>

01:53:05.580 --> 01:53:05.590 align:start position:0%
and the wire
 

01:53:05.590 --> 01:53:08.430 align:start position:0%
and the wire
that's<01:53:06.490><c> right</c><01:53:07.390><c> so</c><01:53:07.630><c> I'm</c><01:53:07.690><c> running</c><01:53:07.840><c> the</c><01:53:08.020><c> bot</c><01:53:08.230><c> now</c>

01:53:08.430 --> 01:53:08.440 align:start position:0%
that's right so I'm running the bot now
 

01:53:08.440 --> 01:53:11.100 align:start position:0%
that's right so I'm running the bot now
in<01:53:08.740><c> its</c><01:53:08.890><c> death</c><01:53:09.160><c> mode</c><01:53:09.670><c> and</c><01:53:10.150><c> it's</c><01:53:10.300><c> debug</c><01:53:10.630><c> mode</c><01:53:10.900><c> on</c>

01:53:11.100 --> 01:53:11.110 align:start position:0%
in its death mode and it's debug mode on
 

01:53:11.110 --> 01:53:15.180 align:start position:0%
in its death mode and it's debug mode on
this<01:53:11.200><c> local</c><01:53:11.470><c> machine</c><01:53:11.890><c> so</c><01:53:13.290><c> bots</c><01:53:14.290><c> are</c><01:53:14.620><c> humans</c>

01:53:15.180 --> 01:53:15.190 align:start position:0%
this local machine so bots are humans
 

01:53:15.190 --> 01:53:17.280 align:start position:0%
this local machine so bots are humans
too<01:53:15.280><c> and</c><01:53:15.910><c> so</c><01:53:16.270><c> I</c><01:53:16.300><c> should</c><01:53:16.450><c> be</c><01:53:16.690><c> able</c><01:53:16.780><c> to</c><01:53:16.930><c> if</c><01:53:17.200><c> I</c>

01:53:17.280 --> 01:53:17.290 align:start position:0%
too and so I should be able to if I
 

01:53:17.290 --> 01:53:22.830 align:start position:0%
too and so I should be able to if I
click<01:53:17.500><c> on</c><01:53:17.590><c> here</c><01:53:17.650><c> I'm</c><01:53:18.130><c> going</c><01:53:18.490><c> to</c><01:53:18.730><c> I</c><01:53:21.690><c> think</c><01:53:22.690><c> this</c>

01:53:22.830 --> 01:53:22.840 align:start position:0%
click on here I'm going to I think this
 

01:53:22.840 --> 01:53:27.450 align:start position:0%
click on here I'm going to I think this
is<01:53:22.960><c> where</c><01:53:23.200><c> we</c><01:53:23.350><c> actually</c><01:53:23.380><c> do</c><01:53:23.920><c> give</c><01:53:24.640><c> up</c><01:53:26.460><c> what</c>

01:53:27.450 --> 01:53:27.460 align:start position:0%
is where we actually do give up what
 

01:53:27.460 --> 01:53:32.490 align:start position:0%
is where we actually do give up what
would<01:53:27.670><c> happen</c><01:53:28.150><c> is</c><01:53:29.430><c> so</c><01:53:30.430><c> what</c><01:53:30.850><c> what</c><01:53:31.090><c> what</c><01:53:32.020><c> what</c>

01:53:32.490 --> 01:53:32.500 align:start position:0%
would happen is so what what what what
 

01:53:32.500 --> 01:53:34.230 align:start position:0%
would happen is so what what what what
would<01:53:32.680><c> happen</c><01:53:33.070><c> here</c><01:53:33.310><c> is</c><01:53:33.460><c> that</c><01:53:33.490><c> publishing</c><01:53:34.150><c> the</c>

01:53:34.230 --> 01:53:34.240 align:start position:0%
would happen here is that publishing the
 

01:53:34.240 --> 01:53:35.970 align:start position:0%
would happen here is that publishing the
metadata<01:53:34.660><c> of</c><01:53:34.810><c> the</c><01:53:34.930><c> plot</c><01:53:35.230><c> to</c><01:53:35.560><c> the</c><01:53:35.680><c> local</c>

01:53:35.970 --> 01:53:35.980 align:start position:0%
metadata of the plot to the local
 

01:53:35.980 --> 01:53:37.980 align:start position:0%
metadata of the plot to the local
blockchain<01:53:36.430><c> I</c><01:53:36.700><c> can</c><01:53:37.090><c> then</c><01:53:37.210><c> discover</c><01:53:37.750><c> it</c><01:53:37.960><c> by</c>

01:53:37.980 --> 01:53:37.990 align:start position:0%
blockchain I can then discover it by
 

01:53:37.990 --> 01:53:41.310 align:start position:0%
blockchain I can then discover it by
clearing<01:53:38.620><c> the</c><01:53:38.650><c> chain</c><01:53:39.010><c> from</c><01:53:39.310><c> the</c><01:53:39.400><c> browser</c><01:53:40.320><c> send</c>

01:53:41.310 --> 01:53:41.320 align:start position:0%
clearing the chain from the browser send
 

01:53:41.320 --> 01:53:43.440 align:start position:0%
clearing the chain from the browser send
the<01:53:41.410><c> signal</c><01:53:41.830><c> of</c><01:53:41.980><c> discovery</c><01:53:42.790><c> key</c><01:53:42.970><c> to</c><01:53:43.150><c> the</c><01:53:43.240><c> bots</c>

01:53:43.440 --> 01:53:43.450 align:start position:0%
the signal of discovery key to the bots
 

01:53:43.450 --> 01:53:45.990 align:start position:0%
the signal of discovery key to the bots
in<01:53:43.660><c> swarms</c><01:53:43.990><c> that</c><01:53:44.350><c> joins</c><01:53:44.650><c> the</c><01:53:44.920><c> party</c><01:53:45.130><c> and</c><01:53:45.610><c> then</c>

01:53:45.990 --> 01:53:46.000 align:start position:0%
in swarms that joins the party and then
 

01:53:46.000 --> 01:53:49.590 align:start position:0%
in swarms that joins the party and then
it<01:53:46.120><c> gets</c><01:53:46.240><c> all</c><01:53:46.450><c> of</c><01:53:46.510><c> the</c><01:53:46.660><c> mutations</c><01:53:47.370><c> and</c><01:53:48.600><c> we</c>

01:53:49.590 --> 01:53:49.600 align:start position:0%
it gets all of the mutations and we
 

01:53:49.600 --> 01:53:52.010 align:start position:0%
it gets all of the mutations and we
would<01:53:49.780><c> be</c><01:53:49.900><c> able</c><01:53:50.020><c> to</c><01:53:50.170><c> play</c><01:53:50.410><c> in</c><01:53:51.040><c> this</c><01:53:51.340><c> case</c>

01:53:52.010 --> 01:53:52.020 align:start position:0%
would be able to play in this case
 

01:53:52.020 --> 01:54:01.470 align:start position:0%
would be able to play in this case
unless<01:53:54.750><c> okay</c>

01:54:01.470 --> 01:54:01.480 align:start position:0%
 
 

01:54:01.480 --> 01:54:04.480 align:start position:0%
 
since<01:54:02.480><c> we</c><01:54:02.660><c> since</c><01:54:03.050><c> you</c><01:54:03.260><c> are</c><01:54:03.440><c> so</c><01:54:03.740><c> generous</c><01:54:04.160><c> and</c>

01:54:04.480 --> 01:54:04.490 align:start position:0%
since we since you are so generous and
 

01:54:04.490 --> 01:54:07.090 align:start position:0%
since we since you are so generous and
we<01:54:04.670><c> got</c><01:54:04.820><c> this</c><01:54:04.940><c> small</c><01:54:05.090><c> let's</c><01:54:05.630><c> just</c><01:54:05.840><c> try</c><01:54:06.020><c> the</c><01:54:06.100><c> one</c>

01:54:07.090 --> 01:54:07.100 align:start position:0%
we got this small let's just try the one
 

01:54:07.100 --> 01:54:12.880 align:start position:0%
we got this small let's just try the one
at<01:54:07.130><c> fault</c><01:54:07.250><c> register</c><01:54:08.620><c> long</c><01:54:09.620><c> dong</c><01:54:09.860><c> Qiang</c><01:54:11.890><c> okay</c>

01:54:12.880 --> 01:54:12.890 align:start position:0%
at fault register long dong Qiang okay
 

01:54:12.890 --> 01:54:14.830 align:start position:0%
at fault register long dong Qiang okay
so<01:54:12.950><c> we've</c><01:54:13.370><c> seen</c><01:54:13.490><c> that's</c><01:54:14.300><c> more</c><01:54:14.630><c> promising</c>

01:54:14.830 --> 01:54:14.840 align:start position:0%
so we've seen that's more promising
 

01:54:14.840 --> 01:54:18.490 align:start position:0%
so we've seen that's more promising
while<01:54:16.180><c> okay</c><01:54:17.180><c> the</c><01:54:17.330><c> block</c><01:54:17.600><c> times</c><01:54:17.930><c> about</c><01:54:18.230><c> five</c>

01:54:18.490 --> 01:54:18.500 align:start position:0%
while okay the block times about five
 

01:54:18.500 --> 01:54:21.610 align:start position:0%
while okay the block times about five
seconds<01:54:18.980><c> so</c><01:54:19.070><c> now</c><01:54:19.430><c> if</c><01:54:19.580><c> we</c><01:54:19.640><c> clear</c><01:54:20.120><c> these</c><01:54:20.620><c> she's</c>

01:54:21.610 --> 01:54:21.620 align:start position:0%
seconds so now if we clear these she's
 

01:54:21.620 --> 01:54:24.400 align:start position:0%
seconds so now if we clear these she's
setting<01:54:22.010><c> listen</c><01:54:22.630><c> tell</c><01:54:23.630><c> me</c><01:54:23.660><c> the</c><01:54:23.840><c> settings</c>

01:54:24.400 --> 01:54:24.410 align:start position:0%
setting listen tell me the settings
 

01:54:24.410 --> 01:54:26.710 align:start position:0%
setting listen tell me the settings
ladies<01:54:25.130><c> me</c><01:54:25.370><c> yeah</c><01:54:25.940><c> wait</c><01:54:26.210><c> wait</c><01:54:26.390><c> you</c><01:54:26.480><c> said</c><01:54:26.630><c> that</c>

01:54:26.710 --> 01:54:26.720 align:start position:0%
ladies me yeah wait wait you said that
 

01:54:26.720 --> 01:54:34.630 align:start position:0%
ladies me yeah wait wait you said that
beautiful<01:54:27.140><c> one</c>

01:54:34.630 --> 01:54:34.640 align:start position:0%
 
 

01:54:34.640 --> 01:54:40.990 align:start position:0%
 
this<01:54:35.030><c> is</c><01:54:35.180><c> exciting</c><01:54:35.719><c> oh</c><01:54:38.140><c> right</c><01:54:39.140><c> okay</c><01:54:40.000><c> surprise</c>

01:54:40.990 --> 01:54:41.000 align:start position:0%
this is exciting oh right okay surprise
 

01:54:41.000 --> 01:54:45.270 align:start position:0%
this is exciting oh right okay surprise
them<01:54:41.710><c> okay</c><01:54:42.710><c> so</c><01:54:42.770><c> let's</c><01:54:43.760><c> create</c><01:54:43.969><c> a</c><01:54:44.060><c> new</c><01:54:44.090><c> game</c><01:54:44.420><c> and</c>

01:54:45.270 --> 01:54:45.280 align:start position:0%
them okay so let's create a new game and
 

01:54:45.280 --> 01:54:47.920 align:start position:0%
them okay so let's create a new game and
we're<01:54:46.280><c> going</c><01:54:46.460><c> to</c><01:54:46.520><c> members</c><01:54:46.880><c> well</c><01:54:47.239><c> we</c><01:54:47.630><c> can</c><01:54:47.810><c> now</c>

01:54:47.920 --> 01:54:47.930 align:start position:0%
we're going to members well we can now
 

01:54:47.930 --> 01:54:51.550 align:start position:0%
we're going to members well we can now
see<01:54:48.140><c> shogi</c><01:54:48.560><c> bar</c><01:54:48.770><c> on</c><01:54:49.040><c> the</c><01:54:49.880><c> registry</c><01:54:50.360><c> show</c><01:54:51.320><c> you</c>

01:54:51.550 --> 01:54:51.560 align:start position:0%
see shogi bar on the registry show you
 

01:54:51.560 --> 01:54:56.110 align:start position:0%
see shogi bar on the registry show you
Bob<01:54:51.770><c> I</c><01:54:52.100><c> was</c><01:54:52.460><c> joining</c><01:54:52.969><c> the</c><01:54:53.000><c> party</c><01:54:54.820><c> if</c><01:54:55.820><c> I</c><01:54:55.940><c> click</c>

01:54:56.110 --> 01:54:56.120 align:start position:0%
Bob I was joining the party if I click
 

01:54:56.120 --> 01:54:58.390 align:start position:0%
Bob I was joining the party if I click
on<01:54:56.210><c> the</c><01:54:56.330><c> debug</c><01:54:56.480><c> panel</c><01:54:56.840><c> here</c><01:54:57.140><c> and</c><01:54:57.440><c> see</c><01:54:57.680><c> the</c>

01:54:58.390 --> 01:54:58.400 align:start position:0%
on the debug panel here and see the
 

01:54:58.400 --> 01:55:01.120 align:start position:0%
on the debug panel here and see the
different<01:54:59.469><c> members</c><01:55:00.469><c> of</c><01:55:00.620><c> the</c><01:55:00.770><c> swarm</c>

01:55:01.120 --> 01:55:01.130 align:start position:0%
different members of the swarm
 

01:55:01.130 --> 01:55:05.200 align:start position:0%
different members of the swarm
eventually<01:55:02.090><c> now</c><01:55:02.930><c> if</c><01:55:03.020><c> I</c><01:55:03.110><c> make</c><01:55:03.260><c> a</c><01:55:03.290><c> move</c><01:55:04.060><c> for</c><01:55:05.060><c> us</c>

01:55:05.200 --> 01:55:05.210 align:start position:0%
eventually now if I make a move for us
 

01:55:05.210 --> 01:55:11.880 align:start position:0%
eventually now if I make a move for us
or<01:55:05.360><c> what</c><01:55:05.480><c> happened</c>

01:55:11.880 --> 01:55:11.890 align:start position:0%
 
 

01:55:11.890 --> 01:55:28.980 align:start position:0%
 
oh<01:55:17.970><c> it's</c><01:55:18.970><c> unhappy</c><01:55:26.700><c> okay</c><01:55:27.700><c> so</c><01:55:27.880><c> that's</c><01:55:28.690><c> my</c><01:55:28.810><c> name</c>

01:55:28.980 --> 01:55:28.990 align:start position:0%
oh it's unhappy okay so that's my name
 

01:55:28.990 --> 01:55:33.270 align:start position:0%
oh it's unhappy okay so that's my name
I'm<01:55:29.710><c> French</c><01:55:30.040><c> so</c><01:55:30.130><c> the</c><01:55:30.490><c> exit</c><01:55:31.090><c> is</c><01:55:31.240><c> warranted</c><01:55:32.280><c> do</c>

01:55:33.270 --> 01:55:33.280 align:start position:0%
I'm French so the exit is warranted do
 

01:55:33.280 --> 01:55:34.010 align:start position:0%
I'm French so the exit is warranted do
anything<01:55:33.610><c> about</c><01:55:33.700><c> it</c>

01:55:34.010 --> 01:55:34.020 align:start position:0%
anything about it
 

01:55:34.020 --> 01:55:37.980 align:start position:0%
anything about it
24<01:55:35.020><c> years</c><01:55:35.230><c> sorry</c><01:55:36.150><c> if</c><01:55:37.150><c> you</c><01:55:37.330><c> don't</c><01:55:37.540><c> want</c><01:55:37.690><c> if</c><01:55:37.870><c> I</c>

01:55:37.980 --> 01:55:37.990 align:start position:0%
24 years sorry if you don't want if I
 

01:55:37.990 --> 01:55:39.480 align:start position:0%
24 years sorry if you don't want if I
say<01:55:38.290><c> I'll</c><01:55:38.830><c> be</c><01:55:38.980><c> good</c>

01:55:39.480 --> 01:55:39.490 align:start position:0%
say I'll be good
 

01:55:39.490 --> 01:55:41.130 align:start position:0%
say I'll be good
understand<01:55:39.940><c> myself</c><01:55:40.090><c> but</c><01:55:40.540><c> you</c><01:55:40.720><c> can</c><01:55:40.840><c> ask</c><01:55:40.990><c> me</c>

01:55:41.130 --> 01:55:41.140 align:start position:0%
understand myself but you can ask me
 

01:55:41.140 --> 01:55:45.440 align:start position:0%
understand myself but you can ask me
questions<01:55:42.270><c> let's</c><01:55:43.270><c> go</c><01:55:43.420><c> go</c>

01:55:45.440 --> 01:55:45.450 align:start position:0%
questions let's go go
 

01:55:45.450 --> 01:55:47.790 align:start position:0%
questions let's go go
so<01:55:46.450><c> here's</c><01:55:47.110><c> what</c><01:55:47.230><c> I'm</c><01:55:47.290><c> going</c><01:55:47.440><c> to</c><01:55:47.500><c> talk</c><01:55:47.740><c> about</c>

01:55:47.790 --> 01:55:47.800 align:start position:0%
so here's what I'm going to talk about
 

01:55:47.800 --> 01:55:49.740 align:start position:0%
so here's what I'm going to talk about
the<01:55:48.340><c> other</c><01:55:48.580><c> side</c><01:55:48.880><c> of</c><01:55:49.000><c> the</c><01:55:49.090><c> equation</c><01:55:49.330><c> so</c>

01:55:49.740 --> 01:55:49.750 align:start position:0%
the other side of the equation so
 

01:55:49.750 --> 01:55:51.420 align:start position:0%
the other side of the equation so
everybody<01:55:50.230><c> hear</c><01:55:50.440><c> stuff</c><01:55:50.680><c> give</c><01:55:50.860><c> up</c><01:55:50.980><c> new</c>

01:55:51.420 --> 01:55:51.430 align:start position:0%
everybody hear stuff give up new
 

01:55:51.430 --> 01:55:53.580 align:start position:0%
everybody hear stuff give up new
innovative<01:55:51.910><c> ways</c><01:55:52.150><c> of</c><01:55:52.420><c> doing</c><01:55:52.570><c> but</c><01:55:52.870><c> chain</c><01:55:53.170><c> also</c>

01:55:53.580 --> 01:55:53.590 align:start position:0%
innovative ways of doing but chain also
 

01:55:53.590 --> 01:55:56.220 align:start position:0%
innovative ways of doing but chain also
few<01:55:53.890><c> puzzles</c><01:55:54.040><c> come</c><01:55:54.490><c> together</c><01:55:54.640><c> I</c><01:55:55.150><c> need</c><01:55:55.960><c> to</c><01:55:56.080><c> tell</c>

01:55:56.220 --> 01:55:56.230 align:start position:0%
few puzzles come together I need to tell
 

01:55:56.230 --> 01:55:58.650 align:start position:0%
few puzzles come together I need to tell
you<01:55:56.320><c> about</c><01:55:56.410><c> the</c><01:55:56.710><c> risky</c><01:55:57.070><c> side</c><01:55:57.310><c> of</c><01:55:58.120><c> what</c><01:55:58.540><c> you</c>

01:55:58.650 --> 01:55:58.660 align:start position:0%
you about the risky side of what you
 

01:55:58.660 --> 01:56:01.020 align:start position:0%
you about the risky side of what you
guys<01:55:58.810><c> do</c><01:55:59.020><c> which</c><01:55:59.170><c> is</c><01:55:59.380><c> natural</c><01:56:00.100><c> desti</c><01:56:00.550><c> you're</c>

01:56:01.020 --> 01:56:01.030 align:start position:0%
guys do which is natural desti you're
 

01:56:01.030 --> 01:56:05.220 align:start position:0%
guys do which is natural desti you're
lucky<01:56:01.420><c> right</c><01:56:01.810><c> so</c><01:56:02.140><c> the</c><01:56:02.770><c> issue</c><01:56:02.950><c> here</c><01:56:03.160><c> is</c><01:56:03.370><c> that</c><01:56:04.230><c> we</c>

01:56:05.220 --> 01:56:05.230 align:start position:0%
lucky right so the issue here is that we
 

01:56:05.230 --> 01:56:07.500 align:start position:0%
lucky right so the issue here is that we
are<01:56:05.890><c> not</c><01:56:06.010><c> creating</c><01:56:06.190><c> too</c><01:56:06.730><c> much</c><01:56:06.880><c> pains</c><01:56:07.210><c> for</c>

01:56:07.500 --> 01:56:07.510 align:start position:0%
are not creating too much pains for
 

01:56:07.510 --> 01:56:09.570 align:start position:0%
are not creating too much pains for
people<01:56:07.810><c> who</c><01:56:07.900><c> want</c><01:56:08.110><c> to</c><01:56:08.140><c> make</c><01:56:08.620><c> sure</c><01:56:08.680><c> and</c><01:56:09.310><c> things</c>

01:56:09.570 --> 01:56:09.580 align:start position:0%
people who want to make sure and things
 

01:56:09.580 --> 01:56:11.550 align:start position:0%
people who want to make sure and things
that<01:56:09.640><c> you</c><01:56:09.820><c> work</c><01:56:10.060><c> as</c><01:56:10.300><c> they</c><01:56:10.570><c> should</c><01:56:10.840><c> right</c><01:56:11.260><c> so</c>

01:56:11.550 --> 01:56:11.560 align:start position:0%
that you work as they should right so
 

01:56:11.560 --> 01:56:17.460 align:start position:0%
that you work as they should right so
that's<01:56:12.370><c> the</c><01:56:12.640><c> old</c><01:56:12.760><c> wall</c><01:56:15.780><c> you</c><01:56:16.780><c> know</c><01:56:16.900><c> reading</c>

01:56:17.460 --> 01:56:17.470 align:start position:0%
that's the old wall you know reading
 

01:56:17.470 --> 01:56:19.040 align:start position:0%
that's the old wall you know reading
reading<01:56:17.680><c> reading</c><01:56:17.980><c> complaints</c>

01:56:19.040 --> 01:56:19.050 align:start position:0%
reading reading complaints
 

01:56:19.050 --> 01:56:22.220 align:start position:0%
reading reading complaints
much<01:56:19.170><c> that</c><01:56:19.710><c> simple</c><01:56:20.550><c> communities</c><01:56:21.179><c> cluster</c><01:56:21.570><c> you</c>

01:56:22.220 --> 01:56:22.230 align:start position:0%
much that simple communities cluster you
 

01:56:22.230 --> 01:56:24.260 align:start position:0%
much that simple communities cluster you
know<01:56:22.380><c> you</c><01:56:22.889><c> know</c><01:56:22.980><c> convenience</c><01:56:23.460><c> like</c><01:56:23.730><c> lemons</c>

01:56:24.260 --> 01:56:24.270 align:start position:0%
know you know convenience like lemons
 

01:56:24.270 --> 01:56:28.790 align:start position:0%
know you know convenience like lemons
instance<01:56:25.610><c> spray</c><01:56:26.610><c> flexible</c><01:56:27.230><c> be</c><01:56:28.230><c> asynchronous</c>

01:56:28.790 --> 01:56:28.800 align:start position:0%
instance spray flexible be asynchronous
 

01:56:28.800 --> 01:56:31.700 align:start position:0%
instance spray flexible be asynchronous
mister<01:56:29.219><c> time</c><01:56:29.659><c> lots</c><01:56:30.659><c> of</c><01:56:30.750><c> web</c><01:56:30.989><c> series</c><01:56:31.260><c> this</c><01:56:31.500><c> week</c>

01:56:31.700 --> 01:56:31.710 align:start position:0%
mister time lots of web series this week
 

01:56:31.710 --> 01:56:33.770 align:start position:0%
mister time lots of web series this week
software<01:56:32.130><c> is</c><01:56:32.280><c> not</c><01:56:32.670><c> pretty</c><01:56:33.119><c> well</c><01:56:33.360><c> test</c><01:56:33.599><c> it's</c>

01:56:33.770 --> 01:56:33.780 align:start position:0%
software is not pretty well test it's
 

01:56:33.780 --> 01:56:35.959 align:start position:0%
software is not pretty well test it's
pretty<01:56:34.020><c> hard</c><01:56:34.260><c> to</c><01:56:34.320><c> test</c><01:56:34.559><c> at</c><01:56:34.739><c> scale</c><01:56:35.010><c> any</c><01:56:35.790><c> which</c>

01:56:35.959 --> 01:56:35.969 align:start position:0%
pretty hard to test at scale any which
 

01:56:35.969 --> 01:56:38.180 align:start position:0%
pretty hard to test at scale any which
test<01:56:36.300><c> things</c><01:56:36.540><c> me</c><01:56:36.869><c> into</c><01:56:37.170><c> just</c><01:56:37.349><c> this</c><01:56:37.559><c> like</c><01:56:37.889><c> just</c>

01:56:38.180 --> 01:56:38.190 align:start position:0%
test things me into just this like just
 

01:56:38.190 --> 01:56:41.060 align:start position:0%
test things me into just this like just
go<01:56:38.489><c> for</c><01:56:38.670><c> test</c><01:56:38.849><c> net</c><01:56:39.059><c> try</c><01:56:39.960><c> for</c><01:56:40.230><c> 50</c><01:56:40.469><c> weeks</c>

01:56:41.060 --> 01:56:41.070 align:start position:0%
go for test net try for 50 weeks
 

01:56:41.070 --> 01:56:44.450 align:start position:0%
go for test net try for 50 weeks
see<01:56:41.489><c> if</c><01:56:41.550><c> things</c><01:56:41.730><c> stick</c><01:56:42.500><c> spine</c><01:56:43.500><c> up</c><01:56:43.679><c> the</c><01:56:43.920><c> handle</c>

01:56:44.450 --> 01:56:44.460 align:start position:0%
see if things stick spine up the handle
 

01:56:44.460 --> 01:56:48.379 align:start position:0%
see if things stick spine up the handle
and<01:56:45.409><c> it's</c><01:56:46.409><c> a</c><01:56:46.500><c> new</c><01:56:46.679><c> stack</c><01:56:47.010><c> a</c><01:56:47.250><c> new</c><01:56:47.550><c> stack</c><01:56:47.820><c> we</c><01:56:48.210><c> will</c>

01:56:48.379 --> 01:56:48.389 align:start position:0%
and it's a new stack a new stack we will
 

01:56:48.389 --> 01:56:49.540 align:start position:0%
and it's a new stack a new stack we will
need<01:56:48.570><c> to</c><01:56:48.690><c> start</c><01:56:48.750><c> from</c><01:56:49.079><c> scratch</c><01:56:49.320><c> again</c>

01:56:49.540 --> 01:56:49.550 align:start position:0%
need to start from scratch again
 

01:56:49.550 --> 01:56:51.890 align:start position:0%
need to start from scratch again
creating<01:56:50.550><c> new</c><01:56:50.699><c> testing</c><01:56:51.090><c> tools</c><01:56:51.420><c> a</c><01:56:51.510><c> specific</c>

01:56:51.890 --> 01:56:51.900 align:start position:0%
creating new testing tools a specific
 

01:56:51.900 --> 01:56:57.640 align:start position:0%
creating new testing tools a specific
level<01:56:52.050><c> of</c><01:56:52.199><c> change</c><01:56:55.400><c> if</c><01:56:56.400><c> you</c><01:56:56.579><c> recommends</c>

01:56:57.640 --> 01:56:57.650 align:start position:0%
level of change if you recommends
 

01:56:57.650 --> 01:57:02.930 align:start position:0%
level of change if you recommends
networks<01:56:58.650><c> this</c><01:56:59.309><c> one</c><01:56:59.489><c> here</c><01:56:59.809><c> we</c><01:57:00.809><c> have</c><01:57:01.940><c> almost</c>

01:57:02.930 --> 01:57:02.940 align:start position:0%
networks this one here we have almost
 

01:57:02.940 --> 01:57:06.020 align:start position:0%
networks this one here we have almost
critical<01:57:03.630><c> asynchronous</c><01:57:04.590><c> not</c><01:57:05.400><c> always</c><01:57:05.670><c> final</c>

01:57:06.020 --> 01:57:06.030 align:start position:0%
critical asynchronous not always final
 

01:57:06.030 --> 01:57:09.129 align:start position:0%
critical asynchronous not always final
even<01:57:06.599><c> fidelity</c><01:57:07.170><c> itself</c><01:57:07.500><c> is</c><01:57:07.679><c> fun</c><01:57:07.980><c> to</c><01:57:08.099><c> test</c>

01:57:09.129 --> 01:57:09.139 align:start position:0%
even fidelity itself is fun to test
 

01:57:09.139 --> 01:57:11.899 align:start position:0%
even fidelity itself is fun to test
there's<01:57:10.139><c> reorder</c><01:57:10.650><c> chains</c><01:57:10.980><c> that's</c><01:57:11.489><c> something</c>

01:57:11.899 --> 01:57:11.909 align:start position:0%
there's reorder chains that's something
 

01:57:11.909 --> 01:57:14.450 align:start position:0%
there's reorder chains that's something
you<01:57:12.179><c> need</c><01:57:12.300><c> to</c><01:57:12.449><c> be</c><01:57:12.540><c> prepared</c><01:57:12.900><c> for</c><01:57:12.989><c> any</c><01:57:13.530><c> quiz</c><01:57:13.800><c> so</c>

01:57:14.450 --> 01:57:14.460 align:start position:0%
you need to be prepared for any quiz so
 

01:57:14.460 --> 01:57:15.770 align:start position:0%
you need to be prepared for any quiz so
you<01:57:14.639><c> don't</c><01:57:14.820><c> have</c><01:57:14.940><c> like</c><01:57:15.000><c> the</c><01:57:15.389><c> instance</c>

01:57:15.770 --> 01:57:15.780 align:start position:0%
you don't have like the instance
 

01:57:15.780 --> 01:57:18.049 align:start position:0%
you don't have like the instance
information<01:57:16.469><c> something</c><01:57:16.800><c> you</c><01:57:17.369><c> know</c><01:57:17.460><c> hours</c><01:57:17.849><c> to</c>

01:57:18.049 --> 01:57:18.059 align:start position:0%
information something you know hours to
 

01:57:18.059 --> 01:57:21.830 align:start position:0%
information something you know hours to
actually<01:57:18.300><c> test</c><01:57:18.510><c> available</c><01:57:19.079><c> network</c><01:57:20.809><c> we</c><01:57:21.809><c> can</c>

01:57:21.830 --> 01:57:21.840 align:start position:0%
actually test available network we can
 

01:57:21.840 --> 01:57:23.780 align:start position:0%
actually test available network we can
now<01:57:22.199><c> see</c><01:57:22.440><c> that</c><01:57:22.469><c> between</c><01:57:22.770><c> proof-of-work</c><01:57:23.280><c> for</c>

01:57:23.780 --> 01:57:23.790 align:start position:0%
now see that between proof-of-work for
 

01:57:23.790 --> 01:57:26.799 align:start position:0%
now see that between proof-of-work for
state<01:57:24.000><c> trade-offs</c><01:57:24.980><c> performance</c><01:57:25.980><c> three</c>

01:57:26.799 --> 01:57:26.809 align:start position:0%
state trade-offs performance three
 

01:57:26.809 --> 01:57:28.020 align:start position:0%
state trade-offs performance three
incision

01:57:28.020 --> 01:57:28.030 align:start position:0%
incision
 

01:57:28.030 --> 01:57:30.180 align:start position:0%
incision
since<01:57:28.210><c> approaches</c><01:57:28.870><c> so</c><01:57:29.530><c> we</c><01:57:29.680><c> see</c><01:57:29.830><c> all</c><01:57:29.890><c> sorts</c><01:57:30.070><c> of</c>

01:57:30.180 --> 01:57:30.190 align:start position:0%
since approaches so we see all sorts of
 

01:57:30.190 --> 01:57:32.040 align:start position:0%
since approaches so we see all sorts of
different<01:57:30.400><c> ways</c><01:57:30.670><c> this</c><01:57:31.210><c> playing</c><01:57:31.870><c> out</c><01:57:31.990><c> of</c>

01:57:32.040 --> 01:57:32.050 align:start position:0%
different ways this playing out of
 

01:57:32.050 --> 01:57:35.640 align:start position:0%
different ways this playing out of
investing<01:57:32.770><c> and</c><01:57:33.450><c> it's</c><01:57:34.450><c> just</c><01:57:34.630><c> not</c><01:57:35.350><c> the</c><01:57:35.500><c> blood</c>

01:57:35.640 --> 01:57:35.650 align:start position:0%
investing and it's just not the blood
 

01:57:35.650 --> 01:57:37.290 align:start position:0%
investing and it's just not the blood
seems<01:57:35.830><c> like</c><01:57:35.980><c> everything</c><01:57:36.490><c> built</c><01:57:36.700><c> on</c><01:57:36.880><c> top</c><01:57:37.030><c> of</c><01:57:37.090><c> it</c>

01:57:37.290 --> 01:57:37.300 align:start position:0%
seems like everything built on top of it
 

01:57:37.300 --> 01:57:40.320 align:start position:0%
seems like everything built on top of it
starts<01:57:37.660><c> to</c><01:57:38.050><c> it's</c><01:57:38.260><c> great</c><01:57:38.440><c> to</c><01:57:39.060><c> civilization</c>

01:57:40.320 --> 01:57:40.330 align:start position:0%
starts to it's great to civilization
 

01:57:40.330 --> 01:57:42.450 align:start position:0%
starts to it's great to civilization
you're<01:57:40.630><c> at</c><01:57:40.750><c> Norco</c><01:57:41.140><c> we</c><01:57:41.260><c> have</c><01:57:41.350><c> a</c><01:57:41.410><c> breach</c><01:57:41.980><c> all</c><01:57:42.370><c> of</c>

01:57:42.450 --> 01:57:42.460 align:start position:0%
you're at Norco we have a breach all of
 

01:57:42.460 --> 01:57:43.950 align:start position:0%
you're at Norco we have a breach all of
a<01:57:42.520><c> sudden</c><01:57:42.550><c> have</c><01:57:43.150><c> things</c><01:57:43.420><c> you</c><01:57:43.510><c> could</c><01:57:43.660><c> take</c><01:57:43.810><c> for</c>

01:57:43.950 --> 01:57:43.960 align:start position:0%
a sudden have things you could take for
 

01:57:43.960 --> 01:57:45.990 align:start position:0%
a sudden have things you could take for
granted<01:57:44.140><c> start</c><01:57:44.770><c> to</c><01:57:45.010><c> misbehave</c>

01:57:45.990 --> 01:57:46.000 align:start position:0%
granted start to misbehave
 

01:57:46.000 --> 01:57:50.490 align:start position:0%
granted start to misbehave
Unwin<01:57:47.430><c> and</c><01:57:48.430><c> that's</c><01:57:49.300><c> you</c><01:57:50.230><c> know</c><01:57:50.260><c> thick</c>

01:57:50.490 --> 01:57:50.500 align:start position:0%
Unwin and that's you know thick
 

01:57:50.500 --> 01:57:53.910 align:start position:0%
Unwin and that's you know thick
victories<01:57:50.950><c> so</c><01:57:51.400><c> we'll</c><01:57:52.060><c> talk</c><01:57:52.210><c> about</c><01:57:52.360><c> that</c><01:57:52.920><c> if</c>

01:57:53.910 --> 01:57:53.920 align:start position:0%
victories so we'll talk about that if
 

01:57:53.920 --> 01:57:58.520 align:start position:0%
victories so we'll talk about that if
you<01:57:54.100><c> want</c><01:57:54.250><c> to</c><01:57:54.340><c> learn</c><01:57:54.430><c> more</c><01:57:54.640><c> real</c><01:57:54.820><c> we</c><01:57:55.180><c> also</c><01:57:55.300><c> have</c>

01:57:58.520 --> 01:57:58.530 align:start position:0%
 
 

01:57:58.530 --> 01:58:01.350 align:start position:0%
 
we<01:57:59.530><c> also</c><01:57:59.560><c> have</c><01:57:59.890><c> new</c><01:58:00.640><c> metrics</c><01:58:00.970><c> to</c><01:58:01.030><c> capture</c>

01:58:01.350 --> 01:58:01.360 align:start position:0%
we also have new metrics to capture
 

01:58:01.360 --> 01:58:04.380 align:start position:0%
we also have new metrics to capture
before<01:58:02.050><c> you</c><01:58:02.320><c> just</c><01:58:02.530><c> be</c><01:58:02.650><c> like</c><01:58:03.030><c> what's</c><01:58:04.030><c> a</c><01:58:04.090><c> delay</c>

01:58:04.380 --> 01:58:04.390 align:start position:0%
before you just be like what's a delay
 

01:58:04.390 --> 01:58:08.580 align:start position:0%
before you just be like what's a delay
how<01:58:04.810><c> much</c><01:58:05.250><c> do</c><01:58:06.250><c> you</c><01:58:06.490><c> replace</c><01:58:06.760><c> to</c><01:58:06.940><c> buy</c><01:58:07.530><c> now</c><01:58:08.530><c> we</c>

01:58:08.580 --> 01:58:08.590 align:start position:0%
how much do you replace to buy now we
 

01:58:08.590 --> 01:58:10.440 align:start position:0%
how much do you replace to buy now we
have<01:58:08.860><c> all</c><01:58:09.520><c> sorts</c><01:58:09.700><c> of</c><01:58:09.820><c> fees</c><01:58:09.970><c> we</c><01:58:10.120><c> want</c><01:58:10.330><c> to</c>

01:58:10.440 --> 01:58:10.450 align:start position:0%
have all sorts of fees we want to
 

01:58:10.450 --> 01:58:12.450 align:start position:0%
have all sorts of fees we want to
capture<01:58:10.660><c> which</c><01:58:11.350><c> are</c><01:58:11.530><c> more</c><01:58:11.680><c> critical</c><01:58:11.980><c> to</c><01:58:12.220><c> the</c>

01:58:12.450 --> 01:58:12.460 align:start position:0%
capture which are more critical to the
 

01:58:12.460 --> 01:58:14.400 align:start position:0%
capture which are more critical to the
purpose<01:58:12.820><c> of</c><01:58:12.970><c> the</c><01:58:13.060><c> network</c><01:58:13.450><c> in</c><01:58:13.720><c> top</c><01:58:14.200><c> of</c><01:58:14.230><c> that</c>

01:58:14.400 --> 01:58:14.410 align:start position:0%
purpose of the network in top of that
 

01:58:14.410 --> 01:58:16.680 align:start position:0%
purpose of the network in top of that
approaching<01:58:14.980><c> specific</c><01:58:15.460><c> so</c><01:58:16.150><c> if</c><01:58:16.210><c> we</c><01:58:16.330><c> failure</c>

01:58:16.680 --> 01:58:16.690 align:start position:0%
approaching specific so if we failure
 

01:58:16.690 --> 01:58:18.960 align:start position:0%
approaching specific so if we failure
out<01:58:16.870><c> there</c><01:58:17.140><c> some</c><01:58:18.070><c> of</c><01:58:18.190><c> what</c><01:58:18.430><c> we</c><01:58:18.580><c> have</c><01:58:18.610><c> to</c>

01:58:18.960 --> 01:58:18.970 align:start position:0%
out there some of what we have to
 

01:58:18.970 --> 01:58:20.880 align:start position:0%
out there some of what we have to
capture<01:58:19.480><c> for</c><01:58:19.720><c> every</c><01:58:20.080><c> love</c><01:58:20.290><c> for</c><01:58:20.530><c> every</c><01:58:20.740><c> child</c>

01:58:20.880 --> 01:58:20.890 align:start position:0%
capture for every love for every child
 

01:58:20.890 --> 01:58:23.160 align:start position:0%
capture for every love for every child
actually<01:58:21.100><c> the</c><01:58:21.850><c> size</c><01:58:22.060><c> to</c><01:58:22.540><c> get</c><01:58:22.630><c> the</c><01:58:22.750><c> center</c><01:58:23.050><c> of</c>

01:58:23.160 --> 01:58:23.170 align:start position:0%
actually the size to get the center of
 

01:58:23.170 --> 01:58:24.840 align:start position:0%
actually the size to get the center of
zooming<01:58:23.410><c> we</c><01:58:24.100><c> have</c><01:58:24.190><c> to</c><01:58:24.310><c> get</c><01:58:24.430><c> all</c><01:58:24.550><c> the</c><01:58:24.670><c> time</c>

01:58:24.840 --> 01:58:24.850 align:start position:0%
zooming we have to get all the time
 

01:58:24.850 --> 01:58:27.570 align:start position:0%
zooming we have to get all the time
sensors<01:58:25.330><c> to</c><01:58:25.450><c> compute</c><01:58:25.810><c> the</c><01:58:26.050><c> median</c><01:58:26.950><c> time</c><01:58:27.310><c> and</c>

01:58:27.570 --> 01:58:27.580 align:start position:0%
sensors to compute the median time and
 

01:58:27.580 --> 01:58:29.520 align:start position:0%
sensors to compute the median time and
average<01:58:27.670><c> time</c><01:58:28.060><c> we</c><01:58:28.990><c> have</c><01:58:29.140><c> all</c><01:58:29.290><c> the</c><01:58:29.380><c> information</c>

01:58:29.520 --> 01:58:29.530 align:start position:0%
average time we have all the information
 

01:58:29.530 --> 01:58:32.880 align:start position:0%
average time we have all the information
on<01:58:29.890><c> the</c><01:58:30.010><c> blog's</c><01:58:30.540><c> also</c><01:58:31.540><c> like</c><01:58:31.690><c> traditional</c><01:58:32.230><c> one</c>

01:58:32.880 --> 01:58:32.890 align:start position:0%
on the blog's also like traditional one
 

01:58:32.890 --> 01:58:38.280 align:start position:0%
on the blog's also like traditional one
also<01:58:33.250><c> emphasized</c><01:58:33.880><c> collection</c><01:58:34.750><c> exercise</c><01:58:37.290><c> most</c>

01:58:38.280 --> 01:58:38.290 align:start position:0%
also emphasized collection exercise most
 

01:58:38.290 --> 01:58:39.540 align:start position:0%
also emphasized collection exercise most
efficient<01:58:38.560><c> time</c><01:58:38.800><c> it's</c><01:58:39.100><c> gonna</c><01:58:39.250><c> be</c><01:58:39.370><c> tricky</c>

01:58:39.540 --> 01:58:39.550 align:start position:0%
efficient time it's gonna be tricky
 

01:58:39.550 --> 01:58:41.160 align:start position:0%
efficient time it's gonna be tricky
especially<01:58:39.760><c> when</c><01:58:40.360><c> we</c><01:58:40.450><c> start</c><01:58:40.540><c> doing</c><01:58:40.750><c> double</c>

01:58:41.160 --> 01:58:41.170 align:start position:0%
especially when we start doing double
 

01:58:41.170 --> 01:58:44.700 align:start position:0%
especially when we start doing double
engine<01:58:41.260><c> testing</c><01:58:42.030><c> and</c><01:58:43.080><c> the</c><01:58:44.080><c> head</c><01:58:44.500><c> of</c><01:58:44.620><c> an</c>

01:58:44.700 --> 01:58:44.710 align:start position:0%
engine testing and the head of an
 

01:58:44.710 --> 01:58:46.740 align:start position:0%
engine testing and the head of an
addition<01:58:45.070><c> doesn't</c><01:58:45.430><c> kind</c><01:58:45.610><c> of</c><01:58:45.760><c> fighting</c><01:58:46.630><c> with</c>

01:58:46.740 --> 01:58:46.750 align:start position:0%
addition doesn't kind of fighting with
 

01:58:46.750 --> 01:58:48.900 align:start position:0%
addition doesn't kind of fighting with
your<01:58:47.110><c> attention</c><01:58:47.560><c> terrific</c><01:58:48.160><c> troops</c><01:58:48.460><c> that</c>

01:58:48.900 --> 01:58:48.910 align:start position:0%
your attention terrific troops that
 

01:58:48.910 --> 01:58:53.010 align:start position:0%
your attention terrific troops that
you're<01:58:49.240><c> getting</c><01:58:49.390><c> the</c><01:58:49.570><c> right</c><01:58:49.600><c> headers</c><01:58:51.810><c> but</c><01:58:52.810><c> not</c>

01:58:53.010 --> 01:58:53.020 align:start position:0%
you're getting the right headers but not
 

01:58:53.020 --> 01:58:54.840 align:start position:0%
you're getting the right headers but not
least<01:58:53.260><c> this</c><01:58:53.740><c> is</c><01:58:53.920><c> something</c><01:58:54.220><c> that</c><01:58:54.250><c> because</c>

01:58:54.840 --> 01:58:54.850 align:start position:0%
least this is something that because
 

01:58:54.850 --> 01:58:57.210 align:start position:0%
least this is something that because
recently<01:58:55.150><c> the</c><01:58:55.570><c> m48</c><01:58:56.200><c> to</c><01:58:56.500><c> ensure</c><01:58:56.800><c> that</c><01:58:56.830><c> we</c><01:58:57.100><c> get</c>

01:58:57.210 --> 01:58:57.220 align:start position:0%
recently the m48 to ensure that we get
 

01:58:57.220 --> 01:58:58.950 align:start position:0%
recently the m48 to ensure that we get
like<01:58:57.460><c> a</c><01:58:57.670><c> good</c><01:58:58.000><c> operation</c><01:58:58.390><c> instead</c><01:58:58.810><c> of</c>

01:58:58.950 --> 01:58:58.960 align:start position:0%
like a good operation instead of
 

01:58:58.960 --> 01:59:04.260 align:start position:0%
like a good operation instead of
returning<01:58:59.170><c> a</c><01:58:59.350><c> favor</c><01:59:01.980><c> so</c><01:59:02.980><c> for</c><01:59:03.430><c> that</c><01:59:03.520><c> we</c><01:59:03.700><c> just</c>

01:59:04.260 --> 01:59:04.270 align:start position:0%
returning a favor so for that we just
 

01:59:04.270 --> 01:59:07.290 align:start position:0%
returning a favor so for that we just
choose<01:59:04.890><c> an</c><01:59:05.890><c> open</c><01:59:06.130><c> source</c><01:59:06.310><c> project</c><01:59:06.520><c> which</c><01:59:07.150><c> is</c>

01:59:07.290 --> 01:59:07.300 align:start position:0%
choose an open source project which is
 

01:59:07.300 --> 01:59:11.010 align:start position:0%
choose an open source project which is
also<01:59:07.450><c> complementing</c><01:59:08.170><c> back</c><01:59:08.320><c> tools</c><01:59:09.690><c> all</c><01:59:10.690><c> sorts</c>

01:59:11.010 --> 01:59:11.020 align:start position:0%
also complementing back tools all sorts
 

01:59:11.020 --> 01:59:14.460 align:start position:0%
also complementing back tools all sorts
of<01:59:11.110><c> data</c><01:59:11.290><c> extraction</c><01:59:11.680><c> and</c><01:59:12.630><c> analysis</c><01:59:13.630><c> so</c>

01:59:14.460 --> 01:59:14.470 align:start position:0%
of data extraction and analysis so
 

01:59:14.470 --> 01:59:17.340 align:start position:0%
of data extraction and analysis so
Genesis<01:59:14.860><c> allows</c><01:59:15.070><c> you</c><01:59:15.310><c> to</c><01:59:15.490><c> run</c><01:59:15.670><c> anybody</c><01:59:16.350><c> you</c>

01:59:17.340 --> 01:59:17.350 align:start position:0%
Genesis allows you to run anybody you
 

01:59:17.350 --> 01:59:19.080 align:start position:0%
Genesis allows you to run anybody you
know<01:59:17.530><c> agnostic</c><01:59:18.130><c> environment</c><01:59:18.640><c> where</c><01:59:18.820><c> you</c><01:59:18.910><c> can</c>

01:59:19.080 --> 01:59:19.090 align:start position:0%
know agnostic environment where you can
 

01:59:19.090 --> 01:59:21.570 align:start position:0%
know agnostic environment where you can
actually<01:59:19.360><c> control</c><01:59:19.870><c> every</c><01:59:20.500><c> aspect</c><01:59:20.650><c> of</c><01:59:21.220><c> your</c>

01:59:21.570 --> 01:59:21.580 align:start position:0%
actually control every aspect of your
 

01:59:21.580 --> 01:59:24.420 align:start position:0%
actually control every aspect of your
blood<01:59:21.970><c> chain</c><01:59:22.150><c> from</c><01:59:22.450><c> the</c><01:59:23.380><c> tiny</c><01:59:23.620><c> wants</c><01:59:24.070><c> to</c><01:59:24.310><c> have</c>

01:59:24.420 --> 01:59:24.430 align:start position:0%
blood chain from the tiny wants to have
 

01:59:24.430 --> 01:59:28.200 align:start position:0%
blood chain from the tiny wants to have
between<01:59:24.640><c> the</c><01:59:24.910><c> four</c><01:59:25.180><c> nodes</c><01:59:26.550><c> that</c><01:59:27.550><c> meet</c><01:59:27.760><c> you</c><01:59:28.060><c> can</c>

01:59:28.200 --> 01:59:28.210 align:start position:0%
between the four nodes that meet you can
 

01:59:28.210 --> 01:59:30.930 align:start position:0%
between the four nodes that meet you can
have<01:59:28.390><c> some</c><01:59:28.870><c> class</c><01:59:29.280><c> you</c><01:59:30.280><c> can</c><01:59:30.460><c> do</c><01:59:30.640><c> all</c>

01:59:30.930 --> 01:59:30.940 align:start position:0%
have some class you can do all
 

01:59:30.940 --> 01:59:33.420 align:start position:0%
have some class you can do all
sorts<01:59:31.180><c> of</c><01:59:31.240><c> tests</c><01:59:32.110><c> which</c><01:59:32.320><c> are</c><01:59:32.530><c> famous</c>

01:59:33.420 --> 01:59:33.430 align:start position:0%
sorts of tests which are famous
 

01:59:33.430 --> 01:59:36.540 align:start position:0%
sorts of tests which are famous
torturing<01:59:34.000><c> any</c><01:59:34.120><c> blocks</c><01:59:34.360><c> out</c><01:59:34.540><c> there</c><01:59:35.340><c> this</c><01:59:36.340><c> is</c><01:59:36.490><c> a</c>

01:59:36.540 --> 01:59:36.550 align:start position:0%
torturing any blocks out there this is a
 

01:59:36.550 --> 01:59:38.310 align:start position:0%
torturing any blocks out there this is a
great<01:59:36.700><c> doctor</c><01:59:37.000><c> chamber</c><01:59:37.480><c> it's</c><01:59:37.900><c> out</c><01:59:38.050><c> there</c><01:59:38.200><c> in</c>

01:59:38.310 --> 01:59:38.320 align:start position:0%
great doctor chamber it's out there in
 

01:59:38.320 --> 01:59:41.910 align:start position:0%
great doctor chamber it's out there in
the<01:59:38.710><c> web</c><01:59:38.860><c> you</c><01:59:39.490><c> feel</c><01:59:39.670><c> like</c>

01:59:41.910 --> 01:59:41.920 align:start position:0%
 
 

01:59:41.920 --> 01:59:44.160 align:start position:0%
 
and<01:59:42.250><c> on</c><01:59:42.790><c> top</c><01:59:42.940><c> of</c><01:59:43.000><c> that</c><01:59:43.120><c> so</c><01:59:43.390><c> we</c><01:59:43.570><c> plug</c><01:59:43.810><c> them</c><01:59:43.989><c> into</c>

01:59:44.160 --> 01:59:44.170 align:start position:0%
and on top of that so we plug them into
 

01:59:44.170 --> 01:59:46.800 align:start position:0%
and on top of that so we plug them into
our<01:59:44.620><c> platform</c><01:59:44.950><c> which</c><01:59:45.340><c> allows</c><01:59:45.810><c> authority</c>

01:59:46.800 --> 01:59:46.810 align:start position:0%
our platform which allows authority
 

01:59:46.810 --> 01:59:48.630 align:start position:0%
our platform which allows authority
comments<01:59:47.260><c> other</c><01:59:47.830><c> source</c><01:59:48.070><c> of</c><01:59:48.160><c> data</c><01:59:48.310><c> tends</c>

01:59:48.630 --> 01:59:48.640 align:start position:0%
comments other source of data tends
 

01:59:48.640 --> 01:59:50.760 align:start position:0%
comments other source of data tends
towards<01:59:48.970><c> his</c><01:59:49.180><c> feet</c><01:59:49.420><c> to</c><01:59:49.570><c> develop</c><01:59:49.900><c> chamber</c><01:59:50.350><c> you</c>

01:59:50.760 --> 01:59:50.770 align:start position:0%
towards his feet to develop chamber you
 

01:59:50.770 --> 01:59:53.700 align:start position:0%
towards his feet to develop chamber you
can<01:59:50.800><c> read</c><01:59:51.310><c> all</c><01:59:51.430><c> the</c><01:59:51.550><c> logs</c><01:59:51.730><c> of</c><01:59:52.540><c> data</c><01:59:52.750><c> make</c><01:59:53.440><c> sense</c>

01:59:53.700 --> 01:59:53.710 align:start position:0%
can read all the logs of data make sense
 

01:59:53.710 --> 01:59:55.560 align:start position:0%
can read all the logs of data make sense
of<01:59:53.860><c> it</c><01:59:54.010><c> if</c><01:59:54.640><c> they're</c><01:59:54.850><c> that</c><01:59:55.030><c> between</c><01:59:55.300><c> different</c>

01:59:55.560 --> 01:59:55.570 align:start position:0%
of it if they're that between different
 

01:59:55.570 --> 01:59:55.890 align:start position:0%
of it if they're that between different
runs

01:59:55.890 --> 01:59:55.900 align:start position:0%
runs
 

01:59:55.900 --> 01:59:57.150 align:start position:0%
runs
we'll<01:59:56.050><c> have</c><01:59:56.170><c> that</c><01:59:56.260><c> between</c><01:59:56.530><c> blockchains</c>

01:59:57.150 --> 01:59:57.160 align:start position:0%
we'll have that between blockchains
 

01:59:57.160 --> 02:00:03.810 align:start position:0%
we'll have that between blockchains
pickles<01:59:58.210><c> solid</c><01:59:58.810><c> pencil</c><02:00:02.100><c> so</c><02:00:03.100><c> tuck</c><02:00:03.460><c> those</c><02:00:03.580><c> two</c>

02:00:03.810 --> 02:00:03.820 align:start position:0%
pickles solid pencil so tuck those two
 

02:00:03.820 --> 02:00:07.560 align:start position:0%
pickles solid pencil so tuck those two
sweets<02:00:04.650><c> we</c><02:00:05.650><c> start</c><02:00:05.950><c> very</c><02:00:06.010><c> small</c><02:00:06.640><c> we</c><02:00:07.210><c> just</c><02:00:07.420><c> want</c>

02:00:07.560 --> 02:00:07.570 align:start position:0%
sweets we start very small we just want
 

02:00:07.570 --> 02:00:09.270 align:start position:0%
sweets we start very small we just want
to<02:00:07.630><c> make</c><02:00:07.720><c> sure</c><02:00:07.750><c> you</c><02:00:08.260><c> know</c><02:00:08.350><c> works</c><02:00:08.739><c> just</c><02:00:09.040><c> on</c>

02:00:09.270 --> 02:00:09.280 align:start position:0%
to make sure you know works just on
 

02:00:09.280 --> 02:00:10.920 align:start position:0%
to make sure you know works just on
obstruct<02:00:09.940><c> justice</c><02:00:10.000><c> with</c><02:00:10.450><c> work</c><02:00:10.660><c> on</c><02:00:10.780><c> your</c>

02:00:10.920 --> 02:00:10.930 align:start position:0%
obstruct justice with work on your
 

02:00:10.930 --> 02:00:15.540 align:start position:0%
obstruct justice with work on your
machine<02:00:11.230><c> so</c><02:00:12.690><c> nice</c><02:00:13.690><c> and</c><02:00:13.930><c> even</c><02:00:14.170><c> then</c><02:00:14.830><c> start</c>

02:00:15.540 --> 02:00:15.550 align:start position:0%
machine so nice and even then start
 

02:00:15.550 --> 02:00:17.760 align:start position:0%
machine so nice and even then start
doing<02:00:15.760><c> it</c><02:00:15.880><c> for</c><02:00:16.030><c> testing</c><02:00:16.180><c> so</c><02:00:16.420><c> we</c><02:00:16.710><c> know</c><02:00:17.710><c> the</c>

02:00:17.760 --> 02:00:17.770 align:start position:0%
doing it for testing so we know the
 

02:00:17.770 --> 02:00:20.670 align:start position:0%
doing it for testing so we know the
parts<02:00:18.250><c> will</c><02:00:18.910><c> be</c><02:00:18.940><c> juice</c><02:00:19.270><c> event</c><02:00:19.600><c> we</c><02:00:19.720><c> we</c><02:00:20.290><c> make</c><02:00:20.470><c> you</c>

02:00:20.670 --> 02:00:20.680 align:start position:0%
parts will be juice event we we make you
 

02:00:20.680 --> 02:00:23.100 align:start position:0%
parts will be juice event we we make you
know<02:00:20.830><c> those</c><02:00:20.950><c> messages</c><02:00:21.250><c> CT</c><02:00:22.210><c> to</c><02:00:22.330><c> be</c><02:00:22.450><c> personality</c>

02:00:23.100 --> 02:00:23.110 align:start position:0%
know those messages CT to be personality
 

02:00:23.110 --> 02:00:25.110 align:start position:0%
know those messages CT to be personality
with<02:00:23.860><c> little</c><02:00:24.070><c> bit</c><02:00:24.190><c> of</c><02:00:24.220><c> that</c><02:00:24.430><c> testing</c><02:00:24.880><c> how</c><02:00:25.000><c> much</c>

02:00:25.110 --> 02:00:25.120 align:start position:0%
with little bit of that testing how much
 

02:00:25.120 --> 02:00:29.930 align:start position:0%
with little bit of that testing how much
tend<02:00:25.360><c> to</c><02:00:25.420><c> stick</c><02:00:25.690><c> to</c><02:00:25.810><c> stick</c><02:00:25.960><c> it</c><02:00:26.110><c> out</c>

02:00:29.930 --> 02:00:29.940 align:start position:0%
 
 

02:00:29.940 --> 02:00:32.950 align:start position:0%
 
we<02:00:30.810><c> do</c><02:00:30.930><c> some</c><02:00:31.110><c> opportunity</c><02:00:31.980><c> testing</c><02:00:32.340><c> so</c><02:00:32.550><c> it's</c>

02:00:32.950 --> 02:00:32.960 align:start position:0%
we do some opportunity testing so it's
 

02:00:32.960 --> 02:00:35.360 align:start position:0%
we do some opportunity testing so it's
getting<02:00:33.960><c> to</c><02:00:34.080><c> work</c><02:00:34.200><c> which</c><02:00:34.470><c> that</c><02:00:34.680><c> version</c><02:00:34.860><c> party</c>

02:00:35.360 --> 02:00:35.370 align:start position:0%
getting to work which that version party
 

02:00:35.370 --> 02:00:38.390 align:start position:0%
getting to work which that version party
I<02:00:35.580><c> was</c><02:00:36.060><c> indicating</c><02:00:36.270><c> exactly</c><02:00:36.990><c> the</c><02:00:37.080><c> same</c><02:00:37.260><c> way</c><02:00:37.410><c> we</c>

02:00:38.390 --> 02:00:38.400 align:start position:0%
I was indicating exactly the same way we
 

02:00:38.400 --> 02:00:39.890 align:start position:0%
I was indicating exactly the same way we
should<02:00:38.430><c> start</c><02:00:38.790><c> testing</c><02:00:39.300><c> all</c><02:00:39.420><c> the</c><02:00:39.510><c> UPS</c><02:00:39.690><c> codes</c>

02:00:39.890 --> 02:00:39.900 align:start position:0%
should start testing all the UPS codes
 

02:00:39.900 --> 02:00:43.010 align:start position:0%
should start testing all the UPS codes
did<02:00:40.170><c> we</c><02:00:40.290><c> see</c><02:00:40.500><c> that</c><02:00:40.620><c> the</c><02:00:40.770><c> extra</c><02:00:41.100><c> behavior</c><02:00:41.520><c> 77</c><02:00:42.360><c> we</c>

02:00:43.010 --> 02:00:43.020 align:start position:0%
did we see that the extra behavior 77 we
 

02:00:43.020 --> 02:00:44.540 align:start position:0%
did we see that the extra behavior 77 we
don't<02:00:43.170><c> have</c><02:00:43.290><c> a</c><02:00:43.320><c> refill</c><02:00:43.680><c> that's</c><02:00:43.920><c> negative</c><02:00:44.310><c> to</c>

02:00:44.540 --> 02:00:44.550 align:start position:0%
don't have a refill that's negative to
 

02:00:44.550 --> 02:00:46.860 align:start position:0%
don't have a refill that's negative to
the<02:00:44.640><c> positive</c><02:00:44.670><c> stuff</c><02:00:45.360><c> things</c>

02:00:46.860 --> 02:00:46.870 align:start position:0%
the positive stuff things
 

02:00:46.870 --> 02:00:48.419 align:start position:0%
the positive stuff things
you're<02:00:47.290><c> some</c><02:00:47.440><c> secret</c><02:00:47.890><c> testing</c><02:00:48.219><c> and</c><02:00:48.370><c> things</c>

02:00:48.419 --> 02:00:48.429 align:start position:0%
you're some secret testing and things
 

02:00:48.429 --> 02:00:50.220 align:start position:0%
you're some secret testing and things
someone<02:00:48.820><c> mentioned</c><02:00:49.150><c> earlier</c><02:00:49.270><c> keeps</c><02:00:49.929><c> attacked</c>

02:00:50.220 --> 02:00:50.230 align:start position:0%
someone mentioned earlier keeps attacked
 

02:00:50.230 --> 02:00:52.950 align:start position:0%
someone mentioned earlier keeps attacked
that's<02:00:50.940><c> bread</c><02:00:51.940><c> and</c><02:00:52.060><c> butter</c><02:00:52.239><c> for</c><02:00:52.449><c> us</c><02:00:52.540><c> we</c><02:00:52.840><c> like</c>

02:00:52.950 --> 02:00:52.960 align:start position:0%
that's bread and butter for us we like
 

02:00:52.960 --> 02:00:55.979 align:start position:0%
that's bread and butter for us we like
to<02:00:52.989><c> do</c><02:00:53.199><c> that</c><02:00:53.350><c> double</c><02:00:54.040><c> spins</c><02:00:54.630><c> between</c><02:00:55.630><c> two</c>

02:00:55.979 --> 02:00:55.989 align:start position:0%
to do that double spins between two
 

02:00:55.989 --> 02:00:57.540 align:start position:0%
to do that double spins between two
hijacks<02:00:56.440><c> and</c><02:00:56.590><c> those</c><02:00:56.739><c> I</c><02:00:56.949><c> mean</c><02:00:57.070><c> a</c><02:00:57.130><c> man</c><02:00:57.250><c> is</c><02:00:57.340><c> very</c>

02:00:57.540 --> 02:00:57.550 align:start position:0%
hijacks and those I mean a man is very
 

02:00:57.550 --> 02:01:01.169 align:start position:0%
hijacks and those I mean a man is very
bitter<02:00:57.880><c> things</c><02:00:59.520><c> little</c><02:01:00.520><c> testing</c><02:01:00.850><c> with</c><02:01:01.030><c> just</c>

02:01:01.169 --> 02:01:01.179 align:start position:0%
bitter things little testing with just
 

02:01:01.179 --> 02:01:03.990 align:start position:0%
bitter things little testing with just
one<02:01:01.600><c> milk</c><02:01:01.810><c> skin</c><02:01:02.110><c> to</c><02:01:02.230><c> get</c><02:01:02.380><c> completely</c><02:01:03.000><c> lost</c>

02:01:03.990 --> 02:01:04.000 align:start position:0%
one milk skin to get completely lost
 

02:01:04.000 --> 02:01:05.880 align:start position:0%
one milk skin to get completely lost
like<02:01:04.239><c> thousand</c><02:01:04.630><c> three</c><02:01:04.750><c> collections</c><02:01:04.960><c> a</c><02:01:05.320><c> second</c>

02:01:05.880 --> 02:01:05.890 align:start position:0%
like thousand three collections a second
 

02:01:05.890 --> 02:01:08.180 align:start position:0%
like thousand three collections a second
for<02:01:06.370><c> five</c><02:01:06.550><c> minutes</c><02:01:06.880><c> big</c><02:01:07.330><c> thing</c><02:01:07.600><c> even</c><02:01:07.929><c> night</c>

02:01:08.180 --> 02:01:08.190 align:start position:0%
for five minutes big thing even night
 

02:01:08.190 --> 02:01:10.320 align:start position:0%
for five minutes big thing even night
recovered<02:01:09.190><c> from</c><02:01:09.280><c> that</c><02:01:09.370><c> when</c><02:01:09.909><c> we</c><02:01:10.030><c> do</c><02:01:10.150><c> this</c>

02:01:10.320 --> 02:01:10.330 align:start position:0%
recovered from that when we do this
 

02:01:10.330 --> 02:01:12.270 align:start position:0%
recovered from that when we do this
bridge<02:01:10.570><c> testing</c><02:01:11.020><c> everybody</c><02:01:11.679><c> just</c><02:01:11.920><c> dispatched</c>

02:01:12.270 --> 02:01:12.280 align:start position:0%
bridge testing everybody just dispatched
 

02:01:12.280 --> 02:01:14.340 align:start position:0%
bridge testing everybody just dispatched
for<02:01:12.969><c> five</c><02:01:13.150><c> minutes</c><02:01:13.390><c> and</c><02:01:13.630><c> look</c><02:01:13.810><c> at</c><02:01:13.960><c> the</c><02:01:14.050><c> result</c>

02:01:14.340 --> 02:01:14.350 align:start position:0%
for five minutes and look at the result
 

02:01:14.350 --> 02:01:18.419 align:start position:0%
for five minutes and look at the result
of<02:01:14.500><c> the</c><02:01:14.620><c> the</c><02:01:15.400><c> damage</c><02:01:16.739><c> upon</c><02:01:17.739><c> such</c><02:01:17.920><c> testing</c><02:01:18.280><c> is</c>

02:01:18.419 --> 02:01:18.429 align:start position:0%
of the the damage upon such testing is
 

02:01:18.429 --> 02:01:20.010 align:start position:0%
of the the damage upon such testing is
like<02:01:18.550><c> we</c><02:01:18.699><c> do</c><02:01:18.850><c> at</c><02:01:18.969><c> all</c><02:01:19.270><c> we're</c><02:01:19.719><c> doing</c><02:01:19.900><c> this</c>

02:01:20.010 --> 02:01:20.020 align:start position:0%
like we do at all we're doing this
 

02:01:20.020 --> 02:01:23.419 align:start position:0%
like we do at all we're doing this
receive<02:01:20.350><c> to</c><02:01:20.530><c> talk</c><02:01:21.100><c> about</c><02:01:21.219><c> that</c><02:01:21.690><c> we'll</c><02:01:22.690><c> do</c>

02:01:23.419 --> 02:01:23.429 align:start position:0%
receive to talk about that we'll do
 

02:01:23.429 --> 02:01:26.910 align:start position:0%
receive to talk about that we'll do
testing<02:01:24.429><c> where</c><02:01:24.610><c> we'll</c><02:01:25.320><c> take</c><02:01:26.320><c> the</c><02:01:26.440><c> note</c><02:01:26.620><c> state</c>

02:01:26.910 --> 02:01:26.920 align:start position:0%
testing where we'll take the note state
 

02:01:26.920 --> 02:01:29.010 align:start position:0%
testing where we'll take the note state
will<02:01:27.460><c> get</c><02:01:27.640><c> your</c><02:01:27.850><c> point</c><02:01:28.060><c> to</c><02:01:28.300><c> transition</c><02:01:28.840><c> to</c><02:01:28.870><c> the</c>

02:01:29.010 --> 02:01:29.020 align:start position:0%
will get your point to transition to the
 

02:01:29.020 --> 02:01:30.510 align:start position:0%
will get your point to transition to the
next<02:01:29.230><c> block</c><02:01:29.530><c> and</c><02:01:29.860><c> we'll</c><02:01:30.010><c> make</c><02:01:30.159><c> sure</c><02:01:30.190><c> that's</c>

02:01:30.510 --> 02:01:30.520 align:start position:0%
next block and we'll make sure that's
 

02:01:30.520 --> 02:01:32.490 align:start position:0%
next block and we'll make sure that's
able<02:01:31.030><c> to</c><02:01:31.179><c> get</c><02:01:31.360><c> to</c><02:01:31.540><c> the</c><02:01:31.659><c> exact</c><02:01:31.960><c> same</c><02:01:32.080><c> result</c><02:01:32.409><c> is</c>

02:01:32.490 --> 02:01:32.500 align:start position:0%
able to get to the exact same result is
 

02:01:32.500 --> 02:01:35.040 align:start position:0%
able to get to the exact same result is
expected<02:01:32.949><c> as</c><02:01:33.730><c> long</c><02:01:33.880><c> as</c><02:01:33.969><c> we</c><02:01:34.090><c> can</c><02:01:34.270><c> determine</c><02:01:34.360><c> all</c>

02:01:35.040 --> 02:01:35.050 align:start position:0%
expected as long as we can determine all
 

02:01:35.050 --> 02:01:37.890 align:start position:0%
expected as long as we can determine all
the<02:01:35.380><c> stuff</c><02:01:35.650><c> that's</c><02:01:35.770><c> outside</c><02:01:36.010><c> of</c><02:01:36.659><c> like</c><02:01:37.659><c> the</c>

02:01:37.890 --> 02:01:37.900 align:start position:0%
the stuff that's outside of like the
 

02:01:37.900 --> 02:01:40.080 align:start position:0%
the stuff that's outside of like the
term<02:01:38.380><c> test</c><02:01:38.650><c> the</c><02:01:38.860><c> market</c><02:01:39.159><c> leaders</c><02:01:39.520><c> all</c><02:01:39.969><c> the</c>

02:01:40.080 --> 02:01:40.090 align:start position:0%
term test the market leaders all the
 

02:01:40.090 --> 02:01:48.060 align:start position:0%
term test the market leaders all the
space<02:01:40.330><c> we</c><02:01:40.600><c> can</c><02:01:40.810><c> actually</c><02:01:40.929><c> do</c><02:01:41.230><c> this</c><02:01:46.140><c> so</c><02:01:47.140><c> this</c>

02:01:48.060 --> 02:01:48.070 align:start position:0%
space we can actually do this so this
 

02:01:48.070 --> 02:01:49.950 align:start position:0%
space we can actually do this so this
kid<02:01:48.310><c> listen</c><02:01:48.670><c> gates</c><02:01:48.880><c> right</c><02:01:49.210><c> so</c><02:01:49.480><c> you're</c><02:01:49.929><c> a</c>

02:01:49.950 --> 02:01:49.960 align:start position:0%
kid listen gates right so you're a
 

02:01:49.960 --> 02:01:52.500 align:start position:0%
kid listen gates right so you're a
talker<02:01:50.380><c> you</c><02:01:50.590><c> want</c><02:01:50.920><c> to</c><02:01:51.159><c> use</c><02:01:51.340><c> some</c><02:01:52.090><c> level</c><02:01:52.449><c> of</c>

02:01:52.500 --> 02:01:52.510 align:start position:0%
talker you want to use some level of
 

02:01:52.510 --> 02:01:53.490 align:start position:0%
talker you want to use some level of
testing<02:01:52.840><c> to</c><02:01:52.989><c> make</c><02:01:53.110><c> sure</c><02:01:53.170><c> you're</c><02:01:53.380><c> both</c>

02:01:53.490 --> 02:01:53.500 align:start position:0%
testing to make sure you're both
 

02:01:53.500 --> 02:01:56.160 align:start position:0%
testing to make sure you're both
entering<02:01:53.890><c> work</c><02:01:54.540><c> we</c><02:01:55.540><c> can</c><02:01:55.690><c> give</c><02:01:55.840><c> you</c><02:01:55.960><c> a</c><02:01:55.989><c> month</c>

02:01:56.160 --> 02:01:56.170 align:start position:0%
entering work we can give you a month
 

02:01:56.170 --> 02:01:57.450 align:start position:0%
entering work we can give you a month
and<02:01:56.350><c> distant</c><02:01:56.710><c> you're</c><02:01:57.040><c> going</c><02:01:57.190><c> to</c><02:01:57.250><c> take</c><02:01:57.340><c> your</c>

02:01:57.450 --> 02:01:57.460 align:start position:0%
and distant you're going to take your
 

02:01:57.460 --> 02:02:01.919 align:start position:0%
and distant you're going to take your
fancy<02:01:57.909><c> words</c><02:01:59.699><c> now</c><02:02:00.699><c> you'd</c><02:02:01.480><c> like</c><02:02:01.510><c> to</c><02:02:01.750><c> make</c><02:02:01.900><c> sure</c>

02:02:01.919 --> 02:02:01.929 align:start position:0%
fancy words now you'd like to make sure
 

02:02:01.929 --> 02:02:03.720 align:start position:0%
fancy words now you'd like to make sure
that<02:02:02.050><c> actually</c><02:02:02.469><c> works</c><02:02:02.739><c> is</c><02:02:03.040><c> another</c><02:02:03.370><c> client</c>

02:02:03.720 --> 02:02:03.730 align:start position:0%
that actually works is another client
 

02:02:03.730 --> 02:02:05.490 align:start position:0%
that actually works is another client
that<02:02:03.790><c> you</c><02:02:03.969><c> don't</c><02:02:04.510><c> control</c><02:02:04.870><c> that</c><02:02:05.199><c> you</c><02:02:05.469><c> have</c>

02:02:05.490 --> 02:02:05.500 align:start position:0%
that you don't control that you have
 

02:02:05.500 --> 02:02:07.680 align:start position:0%
that you don't control that you have
Miller<02:02:05.860><c> hear</c><02:02:06.040><c> about</c><02:02:06.219><c> that's</c><02:02:07.210><c> a</c><02:02:07.330><c> big</c><02:02:07.480><c> step</c>

02:02:07.680 --> 02:02:07.690 align:start position:0%
Miller hear about that's a big step
 

02:02:07.690 --> 02:02:09.959 align:start position:0%
Miller hear about that's a big step
right<02:02:07.900><c> so</c><02:02:08.290><c> it</c><02:02:08.409><c> started</c><02:02:08.679><c> working</c><02:02:09.340><c> this</c><02:02:09.460><c> point</c>

02:02:09.959 --> 02:02:09.969 align:start position:0%
right so it started working this point
 

02:02:09.969 --> 02:02:11.399 align:start position:0%
right so it started working this point
intensities<02:02:10.630><c> you</c><02:02:10.840><c> don't</c><02:02:11.020><c> really</c><02:02:11.170><c> know</c><02:02:11.290><c> how</c>

02:02:11.399 --> 02:02:11.409 align:start position:0%
intensities you don't really know how
 

02:02:11.409 --> 02:02:13.350 align:start position:0%
intensities you don't really know how
they<02:02:11.500><c> work</c><02:02:11.710><c> Laxmi</c><02:02:12.640><c> sure</c><02:02:12.760><c> can't</c><02:02:12.969><c> write</c><02:02:13.150><c> lots</c>

02:02:13.350 --> 02:02:13.360 align:start position:0%
they work Laxmi sure can't write lots
 

02:02:13.360 --> 02:02:17.490 align:start position:0%
they work Laxmi sure can't write lots
the<02:02:13.510><c> right</c><02:02:13.690><c> time</c><02:02:14.730><c> now</c><02:02:15.810><c> you</c><02:02:16.810><c> can</c><02:02:16.960><c> also</c><02:02:17.170><c> try</c><02:02:17.440><c> this</c>

02:02:17.490 --> 02:02:17.500 align:start position:0%
the right time now you can also try this
 

02:02:17.500 --> 02:02:27.620 align:start position:0%
the right time now you can also try this
by<02:02:18.040><c> checking</c><02:02:18.610><c> the</c><02:02:18.880><c> new</c><02:02:19.000><c> version</c><02:02:19.360><c> of</c><02:02:19.390><c> the</c><02:02:19.929><c> time</c>

02:02:27.620 --> 02:02:27.630 align:start position:0%
 
 

02:02:27.630 --> 02:02:30.870 align:start position:0%
 
so<02:02:28.630><c> you</c><02:02:28.690><c> can</c><02:02:28.870><c> hear</c><02:02:29.409><c> is</c><02:02:29.560><c> it</c><02:02:29.710><c> outside</c><02:02:30.310><c> you</c><02:02:30.730><c> can</c>

02:02:30.870 --> 02:02:30.880 align:start position:0%
so you can hear is it outside you can
 

02:02:30.880 --> 02:02:32.490 align:start position:0%
so you can hear is it outside you can
start<02:02:31.330><c> doing</c><02:02:31.570><c> all</c><02:02:31.840><c> sorts</c><02:02:32.050><c> of</c><02:02:32.080><c> things</c><02:02:32.140><c> it</c>

02:02:32.490 --> 02:02:32.500 align:start position:0%
start doing all sorts of things it
 

02:02:32.500 --> 02:02:33.570 align:start position:0%
start doing all sorts of things it
becomes<02:02:32.800><c> interviewer</c>

02:02:33.570 --> 02:02:33.580 align:start position:0%
becomes interviewer
 

02:02:33.580 --> 02:02:38.520 align:start position:0%
becomes interviewer
privates<02:02:34.030><c> Roxton</c><02:02:34.480><c> and</c><02:02:36.780><c> applications</c><02:02:37.780><c> on</c><02:02:37.900><c> that</c>

02:02:38.520 --> 02:02:38.530 align:start position:0%
privates Roxton and applications on that
 

02:02:38.530 --> 02:02:39.959 align:start position:0%
privates Roxton and applications on that
you<02:02:38.800><c> reserve</c><02:02:39.100><c> to</c><02:02:39.250><c> your</c><02:02:39.370><c> stuff</c><02:02:39.550><c> so</c><02:02:39.670><c> you</c><02:02:39.790><c> think</c>

02:02:39.959 --> 02:02:39.969 align:start position:0%
you reserve to your stuff so you think
 

02:02:39.969 --> 02:02:42.720 align:start position:0%
you reserve to your stuff so you think
you<02:02:40.090><c> see</c><02:02:40.270><c> the</c><02:02:40.390><c> speaker</c><02:02:41.310><c> that</c><02:02:42.310><c> works</c><02:02:42.550><c> for</c><02:02:42.640><c> me</c>

02:02:42.720 --> 02:02:42.730 align:start position:0%
you see the speaker that works for me
 

02:02:42.730 --> 02:02:45.209 align:start position:0%
you see the speaker that works for me
well<02:02:42.909><c> iam</c><02:02:43.510><c> before</c><02:02:44.050><c> on</c><02:02:44.140><c> as</c><02:02:44.290><c> well</c>

02:02:45.209 --> 02:02:45.219 align:start position:0%
well iam before on as well
 

02:02:45.219 --> 02:02:47.370 align:start position:0%
well iam before on as well
holder<02:02:45.790><c> like</c><02:02:46.030><c> you</c><02:02:46.360><c> know</c><02:02:46.449><c> permission</c><02:02:46.989><c> networks</c>

02:02:47.370 --> 02:02:47.380 align:start position:0%
holder like you know permission networks
 

02:02:47.380 --> 02:02:56.010 align:start position:0%
holder like you know permission networks
much<02:02:47.860><c> more</c><02:02:48.070><c> fun</c><02:02:54.239><c> yeah</c><02:02:55.239><c> we</c><02:02:55.420><c> also</c><02:02:55.600><c> have</c><02:02:55.840><c> these</c>

02:02:56.010 --> 02:02:56.020 align:start position:0%
much more fun yeah we also have these
 

02:02:56.020 --> 02:02:58.350 align:start position:0%
much more fun yeah we also have these
stress<02:02:56.980><c> testing</c><02:02:57.400><c> like</c><02:02:57.699><c> once</c><02:02:58.060><c> a</c><02:02:58.179><c> week</c>

02:02:58.350 --> 02:02:58.360 align:start position:0%
stress testing like once a week
 

02:02:58.360 --> 02:03:00.240 align:start position:0%
stress testing like once a week
in<02:02:58.659><c> on</c><02:02:58.810><c> Saturday</c><02:02:59.230><c> to</c><02:02:59.290><c> just</c><02:02:59.590><c> deploy</c><02:02:59.860><c> your</c><02:03:00.100><c> feet</c>

02:03:00.240 --> 02:03:00.250 align:start position:0%
in on Saturday to just deploy your feet
 

02:03:00.250 --> 02:03:01.830 align:start position:0%
in on Saturday to just deploy your feet
and<02:03:00.429><c> then</c><02:03:00.580><c> do</c><02:03:00.760><c> your</c><02:03:01.090><c> smashing</c><02:03:01.510><c> it</c><02:03:01.630><c> work</c>

02:03:01.830 --> 02:03:01.840 align:start position:0%
and then do your smashing it work
 

02:03:01.840 --> 02:03:03.479 align:start position:0%
and then do your smashing it work
although<02:03:02.230><c> we</c><02:03:02.380><c> didn't</c><02:03:02.679><c> even</c><02:03:03.100><c> signal</c><02:03:03.250><c> to</c>

02:03:03.479 --> 02:03:03.489 align:start position:0%
although we didn't even signal to
 

02:03:03.489 --> 02:03:05.729 align:start position:0%
although we didn't even signal to
sustained<02:03:03.880><c> effort</c><02:03:04.690><c> and</c><02:03:05.199><c> you</c><02:03:05.320><c> can</c><02:03:05.469><c> compare</c>

02:03:05.729 --> 02:03:05.739 align:start position:0%
sustained effort and you can compare
 

02:03:05.739 --> 02:03:07.020 align:start position:0%
sustained effort and you can compare
results<02:03:05.889><c> with</c><02:03:06.250><c> time</c><02:03:06.400><c> to</c><02:03:06.580><c> make</c><02:03:06.699><c> sure</c><02:03:06.730><c> that</c>

02:03:07.020 --> 02:03:07.030 align:start position:0%
results with time to make sure that
 

02:03:07.030 --> 02:03:08.610 align:start position:0%
results with time to make sure that
you're<02:03:07.210><c> getting</c><02:03:07.300><c> better</c><02:03:07.600><c> performance</c><02:03:08.139><c> as</c><02:03:08.440><c> you</c>

02:03:08.610 --> 02:03:08.620 align:start position:0%
you're getting better performance as you
 

02:03:08.620 --> 02:03:12.479 align:start position:0%
you're getting better performance as you
please<02:03:09.870><c> so</c><02:03:10.870><c> just</c><02:03:11.080><c> couple</c><02:03:11.380><c> samples</c><02:03:11.860><c> for</c><02:03:12.310><c> what</c>

02:03:12.479 --> 02:03:12.489 align:start position:0%
please so just couple samples for what
 

02:03:12.489 --> 02:03:14.220 align:start position:0%
please so just couple samples for what
we<02:03:12.610><c> do</c><02:03:12.760><c> so</c><02:03:13.000><c> we</c><02:03:13.030><c> do</c><02:03:13.210><c> let</c><02:03:13.360><c> them</c><02:03:13.480><c> see</c><02:03:13.600><c> testing</c><02:03:13.960><c> very</c>

02:03:14.220 --> 02:03:14.230 align:start position:0%
we do so we do let them see testing very
 

02:03:14.230 --> 02:03:17.310 align:start position:0%
we do so we do let them see testing very
easily<02:03:14.320><c> that's</c><02:03:14.710><c> monitoring</c><02:03:15.310><c> these</c><02:03:15.880><c> tests</c><02:03:16.389><c> we</c>

02:03:17.310 --> 02:03:17.320 align:start position:0%
easily that's monitoring these tests we
 

02:03:17.320 --> 02:03:19.020 align:start position:0%
easily that's monitoring these tests we
take<02:03:17.530><c> your</c><02:03:17.650><c> network</c><02:03:18.010><c> you</c><02:03:18.159><c> start</c><02:03:18.400><c> pushing</c><02:03:18.670><c> the</c>

02:03:19.020 --> 02:03:19.030 align:start position:0%
take your network you start pushing the
 

02:03:19.030 --> 02:03:20.919 align:start position:0%
take your network you start pushing the
notes<02:03:19.239><c> apart</c><02:03:19.630><c> and</c><02:03:19.929><c> seeing</c><02:03:20.260><c> this</c>

02:03:20.919 --> 02:03:20.929 align:start position:0%
notes apart and seeing this
 

02:03:20.929 --> 02:03:23.890 align:start position:0%
notes apart and seeing this
to<02:03:21.110><c> communicate</c><02:03:21.530><c> we</c><02:03:22.489><c> can</c><02:03:22.640><c> even</c><02:03:22.850><c> like</c><02:03:23.300><c> do</c><02:03:23.690><c> some</c>

02:03:23.890 --> 02:03:23.900 align:start position:0%
to communicate we can even like do some
 

02:03:23.900 --> 02:03:25.660 align:start position:0%
to communicate we can even like do some
geographical<02:03:24.469><c> replication</c><02:03:24.980><c> so</c><02:03:25.190><c> if</c><02:03:25.400><c> you</c><02:03:25.520><c> had</c><02:03:25.640><c> a</c>

02:03:25.660 --> 02:03:25.670 align:start position:0%
geographical replication so if you had a
 

02:03:25.670 --> 02:03:27.430 align:start position:0%
geographical replication so if you had a
note<02:03:25.909><c> in</c><02:03:26.239><c> New</c><02:03:26.360><c> York</c><02:03:26.600><c> in</c><02:03:26.780><c> a</c><02:03:26.870><c> building</c><02:03:27.140><c> talk</c><02:03:27.320><c> to</c>

02:03:27.430 --> 02:03:27.440 align:start position:0%
note in New York in a building talk to
 

02:03:27.440 --> 02:03:29.709 align:start position:0%
note in New York in a building talk to
you<02:03:27.530><c> know</c><02:03:28.280><c> here's</c><02:03:28.670><c> an</c><02:03:28.820><c> identity</c><02:03:29.179><c> we</c><02:03:29.330><c> get</c><02:03:29.480><c> into</c>

02:03:29.709 --> 02:03:29.719 align:start position:0%
you know here's an identity we get into
 

02:03:29.719 --> 02:03:31.360 align:start position:0%
you know here's an identity we get into
those<02:03:29.929><c> two</c><02:03:30.080><c> locations</c><02:03:30.590><c> immediately</c><02:03:31.190><c> make</c>

02:03:31.360 --> 02:03:31.370 align:start position:0%
those two locations immediately make
 

02:03:31.370 --> 02:03:32.560 align:start position:0%
those two locations immediately make
sure<02:03:31.520><c> it</c><02:03:31.610><c> is</c><02:03:31.699><c> syllable</c><02:03:32.060><c> to</c><02:03:32.150><c> communicate</c>

02:03:32.560 --> 02:03:32.570 align:start position:0%
sure it is syllable to communicate
 

02:03:32.570 --> 02:03:36.250 align:start position:0%
sure it is syllable to communicate
properly<02:03:32.780><c> under</c><02:03:33.679><c> something</c><02:03:33.920><c> but</c><02:03:34.190><c> fine</c>

02:03:36.250 --> 02:03:36.260 align:start position:0%
properly under something but fine
 

02:03:36.260 --> 02:03:39.700 align:start position:0%
properly under something but fine
we<02:03:37.040><c> have</c><02:03:37.219><c> also</c><02:03:38.020><c> started</c><02:03:39.020><c> my</c><02:03:39.199><c> favorite</c><02:03:39.530><c> this</c>

02:03:39.700 --> 02:03:39.710 align:start position:0%
we have also started my favorite this
 

02:03:39.710 --> 02:03:42.459 align:start position:0%
we have also started my favorite this
one<02:03:39.830><c> we</c><02:03:40.610><c> take</c><02:03:40.820><c> a</c><02:03:41.060><c> nice</c><02:03:41.390><c> definite</c><02:03:41.840><c> we're</c><02:03:42.260><c> ready</c>

02:03:42.459 --> 02:03:42.469 align:start position:0%
one we take a nice definite we're ready
 

02:03:42.469 --> 02:03:44.919 align:start position:0%
one we take a nice definite we're ready
to<02:03:42.650><c> to</c><02:03:42.890><c> wait</c><02:03:43.610><c> five</c><02:03:43.820><c> minutes</c><02:03:44.000><c> bring</c><02:03:44.750><c> them</c>

02:03:44.919 --> 02:03:44.929 align:start position:0%
to to wait five minutes bring them
 

02:03:44.929 --> 02:03:47.020 align:start position:0%
to to wait five minutes bring them
together<02:03:45.110><c> so</c><02:03:45.980><c> what</c><02:03:46.460><c> are</c><02:03:46.520><c> we</c><02:03:46.610><c> going</c><02:03:46.760><c> to</c><02:03:46.820><c> see</c>

02:03:47.020 --> 02:03:47.030 align:start position:0%
together so what are we going to see
 

02:03:47.030 --> 02:03:48.850 align:start position:0%
together so what are we going to see
some<02:03:47.239><c> networks</c><02:03:47.630><c> some</c><02:03:48.050><c> protocol</c><02:03:48.409><c> will</c><02:03:48.590><c> be</c><02:03:48.710><c> able</c>

02:03:48.850 --> 02:03:48.860 align:start position:0%
some networks some protocol will be able
 

02:03:48.860 --> 02:03:51.220 align:start position:0%
some networks some protocol will be able
to<02:03:49.010><c> know</c><02:03:49.130><c> how</c><02:03:49.159><c> to</c><02:03:49.310><c> consensus</c><02:03:50.000><c> for</c><02:03:50.270><c> example</c><02:03:50.690><c> for</c>

02:03:51.220 --> 02:03:51.230 align:start position:0%
to know how to consensus for example for
 

02:03:51.230 --> 02:03:53.260 align:start position:0%
to know how to consensus for example for
the<02:03:51.290><c> five</c><02:03:51.440><c> minutes</c><02:03:51.770><c> because</c><02:03:52.100><c> they</c><02:03:52.429><c> come</c><02:03:52.699><c> get</c>

02:03:53.260 --> 02:03:53.270 align:start position:0%
the five minutes because they come get
 

02:03:53.270 --> 02:03:55.450 align:start position:0%
the five minutes because they come get
to<02:03:53.420><c> consistently</c><02:03:53.960><c> one</c><02:03:54.110><c> but</c><02:03:54.890><c> if</c><02:03:55.159><c> you</c><02:03:55.250><c> have</c><02:03:55.340><c> to</c>

02:03:55.450 --> 02:03:55.460 align:start position:0%
to consistently one but if you have to
 

02:03:55.460 --> 02:03:56.950 align:start position:0%
to consistently one but if you have to
work<02:03:55.790><c> for</c><02:03:55.969><c> example</c><02:03:56.330><c> you</c><02:03:56.390><c> start</c><02:03:56.600><c> having</c><02:03:56.719><c> to</c>

02:03:56.950 --> 02:03:56.960 align:start position:0%
work for example you start having to
 

02:03:56.960 --> 02:03:59.200 align:start position:0%
work for example you start having to
change<02:03:57.199><c> the</c><02:03:57.590><c> content</c><02:03:57.770><c> of</c><02:03:57.980><c> each</c><02:03:58.070><c> other</c><02:03:58.280><c> now</c><02:03:59.120><c> if</c>

02:03:59.200 --> 02:03:59.210 align:start position:0%
change the content of each other now if
 

02:03:59.210 --> 02:04:00.880 align:start position:0%
change the content of each other now if
you<02:03:59.330><c> bring</c><02:03:59.449><c> them</c><02:03:59.659><c> back</c><02:03:59.719><c> together</c><02:03:59.989><c> the</c>

02:04:00.880 --> 02:04:00.890 align:start position:0%
you bring them back together the
 

02:04:00.890 --> 02:04:02.439 align:start position:0%
you bring them back together the
beginning<02:04:01.219><c> you</c><02:04:01.460><c> have</c><02:04:01.670><c> to</c><02:04:01.909><c> give</c><02:04:02.060><c> them</c><02:04:02.210><c> some</c>

02:04:02.439 --> 02:04:02.449 align:start position:0%
beginning you have to give them some
 

02:04:02.449 --> 02:04:04.419 align:start position:0%
beginning you have to give them some
time<02:04:02.630><c> and</c><02:04:02.810><c> eventually</c><02:04:03.260><c> into</c><02:04:03.590><c> some</c><02:04:03.679><c> consensus</c>

02:04:04.419 --> 02:04:04.429 align:start position:0%
time and eventually into some consensus
 

02:04:04.429 --> 02:04:08.500 align:start position:0%
time and eventually into some consensus
reach<02:04:04.699><c> back</c><02:04:06.400><c> some</c><02:04:07.400><c> margins</c><02:04:08.150><c> don't</c><02:04:08.360><c> actually</c>

02:04:08.500 --> 02:04:08.510 align:start position:0%
reach back some margins don't actually
 

02:04:08.510 --> 02:04:10.550 align:start position:0%
reach back some margins don't actually
support<02:04:08.750><c> that</c><02:04:09.080><c> paper</c>

02:04:10.550 --> 02:04:10.560 align:start position:0%
support that paper
 

02:04:10.560 --> 02:04:12.440 align:start position:0%
support that paper
and<02:04:10.890><c> this</c><02:04:11.100><c> is</c><02:04:11.250><c> what</c><02:04:11.580><c> you've</c><02:04:11.700><c> done</c><02:04:11.850><c> recently</c><02:04:12.090><c> to</c>

02:04:12.440 --> 02:04:12.450 align:start position:0%
and this is what you've done recently to
 

02:04:12.450 --> 02:04:15.470 align:start position:0%
and this is what you've done recently to
interrupt<02:04:12.950><c> so</c><02:04:13.950><c> big</c><02:04:14.550><c> seven</c><02:04:14.880><c> different</c><02:04:14.970><c> clients</c>

02:04:15.470 --> 02:04:15.480 align:start position:0%
interrupt so big seven different clients
 

02:04:15.480 --> 02:04:18.710 align:start position:0%
interrupt so big seven different clients
then<02:04:16.350><c> a</c><02:04:16.890><c> farmer</c><02:04:17.400><c> of</c><02:04:17.460><c> your</c><02:04:17.580><c> soup</c><02:04:17.910><c> of</c><02:04:18.300><c> a</c><02:04:18.390><c> destined</c>

02:04:18.710 --> 02:04:18.720 align:start position:0%
then a farmer of your soup of a destined
 

02:04:18.720 --> 02:04:20.300 align:start position:0%
then a farmer of your soup of a destined
end<02:04:18.840><c> and</c><02:04:19.080><c> make</c><02:04:19.530><c> sure</c><02:04:19.650><c> is</c><02:04:19.710><c> able</c><02:04:19.980><c> to</c><02:04:20.070><c> come</c><02:04:20.220><c> to</c>

02:04:20.300 --> 02:04:20.310 align:start position:0%
end and make sure is able to come to
 

02:04:20.310 --> 02:04:22.190 align:start position:0%
end and make sure is able to come to
consensus<02:04:20.850><c> right</c><02:04:21.300><c> so</c><02:04:21.570><c> he's</c><02:04:21.750><c> innocent</c><02:04:21.960><c> of</c>

02:04:22.190 --> 02:04:22.200 align:start position:0%
consensus right so he's innocent of
 

02:04:22.200 --> 02:04:24.080 align:start position:0%
consensus right so he's innocent of
figuration<02:04:22.710><c> files</c><02:04:22.950><c> knowing</c><02:04:23.880><c> about</c><02:04:23.970><c> each</c>

02:04:24.080 --> 02:04:24.090 align:start position:0%
figuration files knowing about each
 

02:04:24.090 --> 02:04:24.650 align:start position:0%
figuration files knowing about each
other

02:04:24.650 --> 02:04:24.660 align:start position:0%
other
 

02:04:24.660 --> 02:04:26.870 align:start position:0%
other
this<02:04:25.050><c> is</c><02:04:25.230><c> had</c><02:04:25.380><c> fun</c><02:04:26.040><c> a</c><02:04:26.070><c> bit</c><02:04:26.190><c> of</c><02:04:26.310><c> a</c><02:04:26.400><c> challenge</c><02:04:26.580><c> of</c>

02:04:26.870 --> 02:04:26.880 align:start position:0%
this is had fun a bit of a challenge of
 

02:04:26.880 --> 02:04:28.040 align:start position:0%
this is had fun a bit of a challenge of
the<02:04:26.970><c> column</c><02:04:27.270><c> where</c><02:04:27.420><c> they</c><02:04:27.540><c> need</c><02:04:27.690><c> to</c><02:04:27.810><c> credit</c>

02:04:28.040 --> 02:04:28.050 align:start position:0%
the column where they need to credit
 

02:04:28.050 --> 02:04:30.290 align:start position:0%
the column where they need to credit
date<02:04:28.290><c> sometime</c><02:04:28.710><c> get</c><02:04:29.010><c> the</c><02:04:29.100><c> right</c><02:04:29.250><c> blogs</c><02:04:29.550><c> or</c>

02:04:30.290 --> 02:04:30.300 align:start position:0%
date sometime get the right blogs or
 

02:04:30.300 --> 02:04:32.150 align:start position:0%
date sometime get the right blogs or
post<02:04:30.540><c> boxes</c><02:04:30.840><c> right</c><02:04:31.320><c> it's</c><02:04:31.530><c> a</c><02:04:31.620><c> dining</c><02:04:32.040><c> with</c>

02:04:32.150 --> 02:04:32.160 align:start position:0%
post boxes right it's a dining with
 

02:04:32.160 --> 02:04:35.000 align:start position:0%
post boxes right it's a dining with
those<02:04:32.310><c> things</c><02:04:32.930><c> and</c><02:04:33.930><c> this</c><02:04:34.440><c> is</c><02:04:34.620><c> something</c><02:04:34.890><c> we</c>

02:04:35.000 --> 02:04:35.010 align:start position:0%
those things and this is something we
 

02:04:35.010 --> 02:04:37.280 align:start position:0%
those things and this is something we
need<02:04:35.130><c> for</c><02:04:35.370><c> for</c><02:04:35.700><c> find</c><02:04:35.910><c> where</c><02:04:36.210><c> they</c><02:04:36.930><c> wanted</c><02:04:37.200><c> to</c>

02:04:37.280 --> 02:04:37.290 align:start position:0%
need for for find where they wanted to
 

02:04:37.290 --> 02:04:39.230 align:start position:0%
need for for find where they wanted to
distant<02:04:37.590><c> name</c><02:04:37.740><c> key</c><02:04:37.920><c> and</c><02:04:38.130><c> then</c><02:04:38.550><c> we</c><02:04:38.640><c> test</c><02:04:39.000><c> it</c><02:04:39.120><c> in</c>

02:04:39.230 --> 02:04:39.240 align:start position:0%
distant name key and then we test it in
 

02:04:39.240 --> 02:04:41.210 align:start position:0%
distant name key and then we test it in
the<02:04:39.300><c> safe</c><02:04:39.570><c> manner</c><02:04:39.990><c> so</c><02:04:40.680><c> that</c><02:04:40.830><c> you</c><02:04:40.950><c> could</c><02:04:41.130><c> get</c>

02:04:41.210 --> 02:04:41.220 align:start position:0%
the safe manner so that you could get
 

02:04:41.220 --> 02:04:43.700 align:start position:0%
the safe manner so that you could get
four<02:04:41.580><c> digit</c><02:04:41.910><c> results</c><02:04:42.330><c> that</c><02:04:42.930><c> there</c><02:04:43.320><c> if</c><02:04:43.470><c> he</c>

02:04:43.700 --> 02:04:43.710 align:start position:0%
four digit results that there if he
 

02:04:43.710 --> 02:04:45.470 align:start position:0%
four digit results that there if he
wasn't<02:04:43.980><c> week</c><02:04:44.100><c> to</c><02:04:44.250><c> break</c><02:04:44.400><c> the</c><02:04:44.640><c> maintenance</c><02:04:45.090><c> so</c>

02:04:45.470 --> 02:04:45.480 align:start position:0%
wasn't week to break the maintenance so
 

02:04:45.480 --> 02:04:52.730 align:start position:0%
wasn't week to break the maintenance so
we<02:04:45.930><c> to</c><02:04:46.110><c> domain</c><02:04:46.470><c> that</c><02:04:51.020><c> we</c><02:04:52.020><c> change</c><02:04:52.290><c> the</c><02:04:52.380><c> plan</c><02:04:52.560><c> to</c>

02:04:52.730 --> 02:04:52.740 align:start position:0%
we to domain that we change the plan to
 

02:04:52.740 --> 02:04:54.200 align:start position:0%
we to domain that we change the plan to
be<02:04:52.830><c> so</c><02:04:52.980><c> slightly</c><02:04:53.220><c> to</c><02:04:53.550><c> allow</c><02:04:53.640><c> larger</c>

02:04:54.200 --> 02:04:54.210 align:start position:0%
be so slightly to allow larger
 

02:04:54.210 --> 02:04:58.340 align:start position:0%
be so slightly to allow larger
collections<02:04:54.720><c> and</c><02:04:55.640><c> that</c><02:04:56.640><c> gave</c><02:04:57.210><c> us</c><02:04:57.420><c> the</c><02:04:57.720><c> actual</c>

02:04:58.340 --> 02:04:58.350 align:start position:0%
collections and that gave us the actual
 

02:04:58.350 --> 02:05:00.080 align:start position:0%
collections and that gave us the actual
results<02:04:59.040><c> in</c><02:04:59.160><c> terms</c><02:04:59.340><c> of</c><02:04:59.430><c> analytics</c><02:04:59.640><c> and</c><02:04:59.970><c> we</c>

02:05:00.080 --> 02:05:00.090 align:start position:0%
results in terms of analytics and we
 

02:05:00.090 --> 02:05:01.940 align:start position:0%
results in terms of analytics and we
could<02:05:00.240><c> see</c><02:05:00.390><c> the</c><02:05:00.660><c> uncle</c><02:05:01.020><c> rate</c><02:05:01.140><c> was</c><02:05:01.410><c> breathing</c>

02:05:01.940 --> 02:05:01.950 align:start position:0%
could see the uncle rate was breathing
 

02:05:01.950 --> 02:05:06.810 align:start position:0%
could see the uncle rate was breathing
good<02:05:02.160><c> of</c><02:05:02.310><c> that</c><02:05:02.340><c> material</c><02:05:02.910><c> to</c><02:05:03.510><c> system</c>

02:05:06.810 --> 02:05:06.820 align:start position:0%
 
 

02:05:06.820 --> 02:05:10.110 align:start position:0%
 
he<02:05:06.910><c> pushes</c><02:05:08.190><c> what</c><02:05:09.190><c> sort</c><02:05:09.370><c> of</c><02:05:09.430><c> scale</c><02:05:09.730><c> you</c><02:05:09.970><c> guys</c>

02:05:10.110 --> 02:05:10.120 align:start position:0%
he pushes what sort of scale you guys
 

02:05:10.120 --> 02:05:16.350 align:start position:0%
he pushes what sort of scale you guys
that<02:05:10.590><c> tests</c><02:05:14.400><c> soul</c><02:05:15.400><c> artists</c><02:05:15.850><c> are</c><02:05:15.910><c> reproducible</c>

02:05:16.350 --> 02:05:16.360 align:start position:0%
that tests soul artists are reproducible
 

02:05:16.360 --> 02:05:19.110 align:start position:0%
that tests soul artists are reproducible
that's<02:05:16.660><c> enough</c><02:05:17.140><c> yeah</c><02:05:17.830><c> we</c><02:05:18.250><c> run</c><02:05:18.490><c> this</c><02:05:18.670><c> interview</c>

02:05:19.110 --> 02:05:19.120 align:start position:0%
that's enough yeah we run this interview
 

02:05:19.120 --> 02:05:20.580 align:start position:0%
that's enough yeah we run this interview
and<02:05:19.270><c> then</c><02:05:19.360><c> close</c><02:05:19.540><c> the</c><02:05:19.690><c> ramen</c><02:05:20.020><c> so</c><02:05:20.200><c> we</c><02:05:20.320><c> can</c><02:05:20.470><c> make</c>

02:05:20.580 --> 02:05:20.590 align:start position:0%
and then close the ramen so we can make
 

02:05:20.590 --> 02:05:21.900 align:start position:0%
and then close the ramen so we can make
sure<02:05:20.620><c> that</c><02:05:20.770><c> you</c><02:05:21.010><c> get</c><02:05:21.130><c> the</c><02:05:21.280><c> same</c><02:05:21.460><c> results</c><02:05:21.820><c> at</c><02:05:21.880><c> a</c>

02:05:21.900 --> 02:05:21.910 align:start position:0%
sure that you get the same results at a
 

02:05:21.910 --> 02:05:24.210 align:start position:0%
sure that you get the same results at a
time<02:05:22.120><c> we</c><02:05:22.690><c> can</c><02:05:22.840><c> do</c><02:05:23.020><c> up</c><02:05:23.290><c> to</c><02:05:23.320><c> 100</c><02:05:23.740><c> notes</c><02:05:23.920><c> right</c><02:05:24.100><c> now</c>

02:05:24.210 --> 02:05:24.220 align:start position:0%
time we can do up to 100 notes right now
 

02:05:24.220 --> 02:05:26.760 align:start position:0%
time we can do up to 100 notes right now
we're<02:05:24.880><c> trying</c><02:05:25.090><c> to</c><02:05:25.270><c> go</c><02:05:25.390><c> much</c><02:05:25.900><c> bigger</c><02:05:26.140><c> but</c>

02:05:26.760 --> 02:05:26.770 align:start position:0%
we're trying to go much bigger but
 

02:05:26.770 --> 02:05:28.320 align:start position:0%
we're trying to go much bigger but
frankly<02:05:27.220><c> what</c><02:05:27.400><c> I've</c><02:05:27.520><c> seen</c><02:05:27.640><c> in</c><02:05:27.760><c> that</c><02:05:27.880><c> 30</c><02:05:28.090><c> notes</c>

02:05:28.320 --> 02:05:28.330 align:start position:0%
frankly what I've seen in that 30 notes
 

02:05:28.330 --> 02:05:30.090 align:start position:0%
frankly what I've seen in that 30 notes
I<02:05:28.630><c> already</c><02:05:29.050><c> know</c><02:05:29.170><c> that</c><02:05:29.200><c> you</c><02:05:29.560><c> can</c><02:05:29.680><c> really</c><02:05:29.890><c> mess</c>

02:05:30.090 --> 02:05:30.100 align:start position:0%
I already know that you can really mess
 

02:05:30.100 --> 02:05:35.880 align:start position:0%
I already know that you can really mess
with<02:05:30.370><c> my</c><02:05:30.430><c> stuff</c><02:05:30.490><c> so</c><02:05:33.510><c> I</c><02:05:34.510><c> was</c><02:05:34.810><c> wondering</c><02:05:35.260><c> can</c><02:05:35.800><c> you</c>

02:05:35.880 --> 02:05:35.890 align:start position:0%
with my stuff so I was wondering can you
 

02:05:35.890 --> 02:05:48.630 align:start position:0%
with my stuff so I was wondering can you
do<02:05:36.700><c> some</c><02:05:36.940><c> tests</c><02:05:37.180><c> on</c><02:05:37.390><c> we</c><02:05:38.260><c> cannot</c><02:05:38.500><c> look</c><02:05:38.650><c> like</c><02:05:47.640><c> yes</c>

02:05:48.630 --> 02:05:48.640 align:start position:0%
do some tests on we cannot look like yes
 

02:05:48.640 --> 02:05:50.460 align:start position:0%
do some tests on we cannot look like yes
so<02:05:48.760><c> we</c><02:05:48.850><c> can</c><02:05:48.880><c> really</c><02:05:49.240><c> it's</c><02:05:49.690><c> really</c><02:05:49.870><c> very</c><02:05:50.290><c> much</c>

02:05:50.460 --> 02:05:50.470 align:start position:0%
so we can really it's really very much
 

02:05:50.470 --> 02:05:52.080 align:start position:0%
so we can really it's really very much
for<02:05:50.680><c> picketing</c><02:05:50.980><c> and</c><02:05:51.220><c> running</c><02:05:51.460><c> that</c><02:05:51.670><c> completes</c>

02:05:52.080 --> 02:05:52.090 align:start position:0%
for picketing and running that completes
 

02:05:52.090 --> 02:05:54.210 align:start position:0%
for picketing and running that completes
doesn't<02:05:52.780><c> it</c><02:05:52.870><c> so</c><02:05:53.380><c> you</c><02:05:53.440><c> thinking</c><02:05:53.800><c> very</c><02:05:54.130><c> much</c>

02:05:54.210 --> 02:05:54.220 align:start position:0%
doesn't it so you thinking very much
 

02:05:54.220 --> 02:05:57.000 align:start position:0%
doesn't it so you thinking very much
employs<02:05:54.700><c> contracts</c><02:05:55.420><c> on</c><02:05:55.570><c> it</c><02:05:55.720><c> we</c><02:05:56.620><c> have</c><02:05:56.800><c> some</c>

02:05:57.000 --> 02:05:57.010 align:start position:0%
employs contracts on it we have some
 

02:05:57.010 --> 02:05:58.470 align:start position:0%
employs contracts on it we have some
test<02:05:57.220><c> that</c><02:05:57.370><c> involves</c><02:05:57.610><c> my</c><02:05:57.910><c> contracts</c><02:05:58.330><c> we</c>

02:05:58.470 --> 02:05:58.480 align:start position:0%
test that involves my contracts we
 

02:05:58.480 --> 02:06:01.920 align:start position:0%
test that involves my contracts we
collectively<02:05:58.960><c> try</c><02:05:59.320><c> to</c><02:05:59.380><c> reduce</c><02:05:59.710><c> them</c><02:06:00.270><c> even</c><02:06:01.270><c> use</c>

02:06:01.920 --> 02:06:01.930 align:start position:0%
collectively try to reduce them even use
 

02:06:01.930 --> 02:06:04.440 align:start position:0%
collectively try to reduce them even use
the<02:06:02.260><c> infrastructure</c><02:06:02.890><c> elements</c><02:06:03.130><c> that</c><02:06:04.120><c> are</c>

02:06:04.440 --> 02:06:04.450 align:start position:0%
the infrastructure elements that are
 

02:06:04.450 --> 02:06:06.300 align:start position:0%
the infrastructure elements that are
injured<02:06:04.690><c> article</c><02:06:05.080><c> which</c><02:06:05.590><c> we</c><02:06:05.830><c> will</c><02:06:05.920><c> be</c><02:06:06.040><c> able</c><02:06:06.130><c> to</c>

02:06:06.300 --> 02:06:06.310 align:start position:0%
injured article which we will be able to
 

02:06:06.310 --> 02:06:08.850 align:start position:0%
injured article which we will be able to
run<02:06:06.400><c> to</c><02:06:06.640><c> test</c><02:06:06.850><c> destitute</c><02:06:07.600><c> certain</c><02:06:07.990><c> breach</c><02:06:08.200><c> and</c>

02:06:08.850 --> 02:06:08.860 align:start position:0%
run to test destitute certain breach and
 

02:06:08.860 --> 02:06:10.650 align:start position:0%
run to test destitute certain breach and
then<02:06:09.100><c> we</c><02:06:09.160><c> can</c><02:06:09.310><c> actually</c><02:06:09.430><c> do</c><02:06:09.910><c> also</c><02:06:10.210><c> saw</c><02:06:10.360><c> flight</c>

02:06:10.650 --> 02:06:10.660 align:start position:0%
then we can actually do also saw flight
 

02:06:10.660 --> 02:06:13.320 align:start position:0%
then we can actually do also saw flight
but<02:06:11.050><c> it's</c><02:06:11.170><c> just</c><02:06:11.260><c> easier</c><02:06:11.770><c> to</c><02:06:11.920><c> see</c><02:06:12.330><c> full</c>

02:06:13.320 --> 02:06:13.330 align:start position:0%
but it's just easier to see full
 

02:06:13.330 --> 02:06:17.360 align:start position:0%
but it's just easier to see full
coverage<02:06:13.660><c> intercept</c>

02:06:17.360 --> 02:06:17.370 align:start position:0%
 
 

02:06:17.370 --> 02:06:20.520 align:start position:0%
 
we're<02:06:18.370><c> Network</c><02:06:18.640><c> dinners</c><02:06:18.940><c> so</c><02:06:19.360><c> we</c><02:06:19.960><c> always</c><02:06:20.230><c> end</c>

02:06:20.520 --> 02:06:20.530 align:start position:0%
we're Network dinners so we always end
 

02:06:20.530 --> 02:06:23.490 align:start position:0%
we're Network dinners so we always end
up<02:06:20.620><c> like</c><02:06:20.830><c> me</c><02:06:20.980><c> back</c><02:06:21.219><c> down</c><02:06:21.460><c> the</c><02:06:22.500><c> powerful</c>

02:06:23.490 --> 02:06:23.500 align:start position:0%
up like me back down the powerful
 

02:06:23.500 --> 02:06:26.550 align:start position:0%
up like me back down the powerful
Network<02:06:24.250><c> first</c><02:06:24.550><c> and</c><02:06:25.060><c> we're</c><02:06:25.270><c> doing</c><02:06:25.570><c> yes</c><02:06:25.960><c> do</c><02:06:26.469><c> you</c>

02:06:26.550 --> 02:06:26.560 align:start position:0%
Network first and we're doing yes do you
 

02:06:26.560 --> 02:06:30.090 align:start position:0%
Network first and we're doing yes do you
have<02:06:26.710><c> like</c><02:06:26.980><c> I</c><02:06:28.050><c> don't</c><02:06:29.050><c> know</c><02:06:29.440><c> we</c><02:06:29.560><c> wait</c><02:06:29.739><c> for</c><02:06:29.890><c> about</c>

02:06:30.090 --> 02:06:30.100 align:start position:0%
have like I don't know we wait for about
 

02:06:30.100 --> 02:06:33.180 align:start position:0%
have like I don't know we wait for about
that<02:06:30.219><c> success</c><02:06:30.790><c> I</c><02:06:31.000><c> just</c><02:06:31.180><c> think</c><02:06:31.540><c> like</c><02:06:31.630><c> I</c><02:06:32.130><c> go</c><02:06:33.130><c> to</c>

02:06:33.180 --> 02:06:33.190 align:start position:0%
that success I just think like I go to
 

02:06:33.190 --> 02:06:35.850 align:start position:0%
that success I just think like I go to
your<02:06:33.460><c> blog</c><02:06:33.730><c> and</c><02:06:33.790><c> then</c><02:06:34.120><c> I</c><02:06:34.270><c> like</c><02:06:34.480><c> I</c><02:06:34.510><c> have</c><02:06:34.860><c> very</c>

02:06:35.850 --> 02:06:35.860 align:start position:0%
your blog and then I like I have very
 

02:06:35.860 --> 02:06:38.000 align:start position:0%
your blog and then I like I have very
some<02:06:36.040><c> of</c><02:06:36.160><c> my</c><02:06:36.340><c> things</c><02:06:36.850><c> with</c><02:06:37.120><c> like</c><02:06:37.330><c> started</c>

02:06:38.000 --> 02:06:38.010 align:start position:0%
some of my things with like started
 

02:06:38.010 --> 02:06:39.630 align:start position:0%
some of my things with like started
coming<02:06:39.010><c> around</c>

02:06:39.630 --> 02:06:39.640 align:start position:0%
coming around
 

02:06:39.640 --> 02:06:41.550 align:start position:0%
coming around
that's<02:06:39.880><c> different</c><02:06:40.090><c> becoming</c><02:06:40.540><c> so</c><02:06:40.780><c> yeah</c><02:06:41.530><c> I</c>

02:06:41.550 --> 02:06:41.560 align:start position:0%
that's different becoming so yeah I
 

02:06:41.560 --> 02:06:43.440 align:start position:0%
that's different becoming so yeah I
would<02:06:42.400><c> like</c><02:06:42.550><c> to</c><02:06:42.580><c> be</c><02:06:42.790><c> able</c><02:06:42.850><c> to</c><02:06:43.030><c> have</c><02:06:43.239><c> public</c>

02:06:43.440 --> 02:06:43.450 align:start position:0%
would like to be able to have public
 

02:06:43.450 --> 02:06:46.380 align:start position:0%
would like to be able to have public
datasets<02:06:43.860><c> so</c><02:06:44.860><c> not</c><02:06:45.040><c> just</c><02:06:45.219><c> results</c><02:06:45.730><c> right</c><02:06:46.150><c> the</c>

02:06:46.380 --> 02:06:46.390 align:start position:0%
datasets so not just results right the
 

02:06:46.390 --> 02:06:48.360 align:start position:0%
datasets so not just results right the
lecture<02:06:46.690><c> giving</c><02:06:47.050><c> you</c><02:06:47.140><c> the</c><02:06:47.590><c> whole</c><02:06:47.800><c> data</c><02:06:48.070><c> set</c><02:06:48.219><c> of</c>

02:06:48.360 --> 02:06:48.370 align:start position:0%
lecture giving you the whole data set of
 

02:06:48.370 --> 02:06:50.520 align:start position:0%
lecture giving you the whole data set of
everything<02:06:48.760><c> going</c><02:06:48.880><c> on</c><02:06:49.210><c> about</c><02:06:49.540><c> investment</c><02:06:50.170><c> and</c>

02:06:50.520 --> 02:06:50.530 align:start position:0%
everything going on about investment and
 

02:06:50.530 --> 02:06:52.950 align:start position:0%
everything going on about investment and
make<02:06:50.890><c> that</c><02:06:51.070><c> public</c><02:06:51.250><c> visibility</c><02:06:52.180><c> to</c><02:06:52.600><c> our</c><02:06:52.660><c> users</c>

02:06:52.950 --> 02:06:52.960 align:start position:0%
make that public visibility to our users
 

02:06:52.960 --> 02:06:55.170 align:start position:0%
make that public visibility to our users
to<02:06:52.989><c> the</c><02:06:53.380><c> public</c><02:06:53.710><c> platforms</c><02:06:54.370><c> people</c><02:06:54.820><c> down</c><02:06:55.030><c> low</c>

02:06:55.170 --> 02:06:55.180 align:start position:0%
to the public platforms people down low
 

02:06:55.180 --> 02:06:59.130 align:start position:0%
to the public platforms people down low
like<02:06:55.450><c> 1.5</c><02:06:56.320><c> gigabytes</c><02:06:56.830><c> of</c><02:06:56.920><c> blogs</c><02:06:57.160><c> and</c><02:06:58.140><c> number</c>

02:06:59.130 --> 02:06:59.140 align:start position:0%
like 1.5 gigabytes of blogs and number
 

02:06:59.140 --> 02:07:06.420 align:start position:0%
like 1.5 gigabytes of blogs and number
crunching<02:07:03.900><c> even</c><02:07:04.900><c> like</c><02:07:05.410><c> you</c><02:07:05.860><c> don't</c><02:07:06.040><c> work</c><02:07:06.190><c> press</c>

02:07:06.420 --> 02:07:06.430 align:start position:0%
crunching even like you don't work press
 

02:07:06.430 --> 02:07:10.229 align:start position:0%
crunching even like you don't work press
this<02:07:07.320><c> to</c><02:07:08.320><c> do</c><02:07:08.410><c> blood</c><02:07:08.560><c> testing</c><02:07:08.890><c> in</c><02:07:09.120><c> tomorrow</c><02:07:10.120><c> so</c>

02:07:10.229 --> 02:07:10.239 align:start position:0%
this to do blood testing in tomorrow so
 

02:07:10.239 --> 02:07:14.070 align:start position:0%
this to do blood testing in tomorrow so
I<02:07:10.930><c> do</c><02:07:11.350><c> know</c><02:07:11.760><c> what</c><02:07:12.760><c> the</c><02:07:12.820><c> doctor</c><02:07:13.180><c> ordered</c><02:07:13.540><c> back</c>

02:07:14.070 --> 02:07:14.080 align:start position:0%
I do know what the doctor ordered back
 

02:07:14.080 --> 02:07:19.080 align:start position:0%
I do know what the doctor ordered back
to<02:07:14.140><c> dysfunction</c><02:07:16.650><c> days</c><02:07:17.650><c> where</c><02:07:18.370><c> we</c><02:07:18.610><c> spent</c><02:07:18.940><c> quite</c>

02:07:19.080 --> 02:07:19.090 align:start position:0%
to dysfunction days where we spent quite
 

02:07:19.090 --> 02:07:20.310 align:start position:0%
to dysfunction days where we spent quite
a<02:07:19.150><c> bit</c><02:07:19.180><c> of</c><02:07:19.360><c> time</c><02:07:19.570><c> actually</c><02:07:19.719><c> we</c><02:07:19.989><c> do</c><02:07:20.080><c> a</c><02:07:20.110><c> lot</c><02:07:20.290><c> of</c>

02:07:20.310 --> 02:07:20.320 align:start position:0%
a bit of time actually we do a lot of
 

02:07:20.320 --> 02:07:22.440 align:start position:0%
a bit of time actually we do a lot of
discoveries<02:07:20.890><c> of</c><02:07:21.040><c> clients</c><02:07:21.370><c> because</c><02:07:21.940><c> it's</c><02:07:22.360><c> a</c>

02:07:22.440 --> 02:07:22.450 align:start position:0%
discoveries of clients because it's a
 

02:07:22.450 --> 02:07:25.100 align:start position:0%
discoveries of clients because it's a
very<02:07:23.260><c> fancy</c><02:07:23.500><c> so</c><02:07:23.680><c> important</c>

02:07:25.100 --> 02:07:25.110 align:start position:0%
very fancy so important
 

02:07:25.110 --> 02:07:26.570 align:start position:0%
very fancy so important
and<02:07:25.200><c> bunches</c><02:07:25.530><c> of</c><02:07:25.710><c> these</c><02:07:25.860><c> different</c><02:07:26.310><c> portals</c>

02:07:26.570 --> 02:07:26.580 align:start position:0%
and bunches of these different portals
 

02:07:26.580 --> 02:07:28.610 align:start position:0%
and bunches of these different portals
different<02:07:27.570><c> approaches</c><02:07:28.020><c> permission</c>

02:07:28.610 --> 02:07:28.620 align:start position:0%
different approaches permission
 

02:07:28.620 --> 02:07:31.550 align:start position:0%
different approaches permission
regulation<02:07:29.280><c> all</c><02:07:29.910><c> those</c><02:07:30.060><c> fees</c><02:07:30.270><c> so</c><02:07:30.930><c> we</c><02:07:31.170><c> end</c><02:07:31.410><c> up</c>

02:07:31.550 --> 02:07:31.560 align:start position:0%
regulation all those fees so we end up
 

02:07:31.560 --> 02:07:33.620 align:start position:0%
regulation all those fees so we end up
like<02:07:31.830><c> Lowell</c><02:07:32.070><c> is</c><02:07:32.220><c> having</c><02:07:32.580><c> a</c><02:07:32.700><c> collaborative</c>

02:07:33.620 --> 02:07:33.630 align:start position:0%
like Lowell is having a collaborative
 

02:07:33.630 --> 02:07:35.600 align:start position:0%
like Lowell is having a collaborative
discussion<02:07:34.230><c> about</c><02:07:34.680><c> the</c><02:07:34.860><c> right</c><02:07:35.040><c> metrics</c><02:07:35.460><c> know</c>

02:07:35.600 --> 02:07:35.610 align:start position:0%
discussion about the right metrics know
 

02:07:35.610 --> 02:07:38.240 align:start position:0%
discussion about the right metrics know
and<02:07:35.790><c> being</c><02:07:36.000><c> able</c><02:07:36.150><c> to</c><02:07:36.300><c> test</c><02:07:36.570><c> for</c><02:07:36.630><c> so</c><02:07:37.620><c> you</c><02:07:38.160><c> know</c>

02:07:38.240 --> 02:07:38.250 align:start position:0%
and being able to test for so you know
 

02:07:38.250 --> 02:07:40.040 align:start position:0%
and being able to test for so you know
initially<02:07:38.760><c> when</c><02:07:39.030><c> we</c><02:07:39.270><c> study</c><02:07:39.510><c> about</c><02:07:39.600><c> people</c>

02:07:40.040 --> 02:07:40.050 align:start position:0%
initially when we study about people
 

02:07:40.050 --> 02:07:43.640 align:start position:0%
initially when we study about people
just<02:07:40.200><c> yes</c><02:07:40.920><c> just</c><02:07:41.550><c> get</c><02:07:42.120><c> like</c><02:07:42.270><c> a</c><02:07:42.330><c> bras</c><02:07:43.200><c> for</c><02:07:43.500><c> boot</c>

02:07:43.640 --> 02:07:43.650 align:start position:0%
just yes just get like a bras for boot
 

02:07:43.650 --> 02:07:44.570 align:start position:0%
just yes just get like a bras for boot
of<02:07:43.830><c> the</c><02:07:43.860><c> platform</c>

02:07:44.570 --> 02:07:44.580 align:start position:0%
of the platform
 

02:07:44.580 --> 02:07:50.110 align:start position:0%
of the platform
I<02:07:44.610><c> think</c><02:07:45.180><c> he's</c><02:07:45.270><c> changing</c><02:07:45.660><c> a</c><02:07:45.750><c> lot</c><02:07:45.870><c> more</c><02:07:46.080><c> now</c><02:07:46.230><c> I</c>

02:07:50.110 --> 02:07:50.120 align:start position:0%
 
 

02:07:50.120 --> 02:07:52.580 align:start position:0%
 
hope<02:07:51.120><c> you</c><02:07:51.240><c> can</c><02:07:51.420><c> stay</c><02:07:51.720><c> for</c><02:07:51.780><c> the</c><02:07:52.110><c> discussion</c>

02:07:52.580 --> 02:07:52.590 align:start position:0%
hope you can stay for the discussion
 

02:07:52.590 --> 02:07:57.170 align:start position:0%
hope you can stay for the discussion
part<02:07:52.860><c> because</c><02:07:54.260><c> actually</c><02:07:55.260><c> plot</c><02:07:55.610><c> yeah</c><02:07:56.610><c> we're</c>

02:07:57.170 --> 02:07:57.180 align:start position:0%
part because actually plot yeah we're
 

02:07:57.180 --> 02:08:02.330 align:start position:0%
part because actually plot yeah we're
going<02:07:57.330><c> to</c><02:07:57.420><c> you</c><02:07:57.510><c> guys</c><02:07:58.100><c> I'm</c><02:07:59.100><c> sorry</c><02:07:59.370><c> sir</c><02:07:59.670><c> so</c><02:08:01.340><c> we</c>

02:08:02.330 --> 02:08:02.340 align:start position:0%
going to you guys I'm sorry sir so we
 

02:08:02.340 --> 02:08:06.170 align:start position:0%
going to you guys I'm sorry sir so we
really<02:08:03.120><c> decided</c><02:08:04.020><c> to</c><02:08:04.230><c> see</c><02:08:04.410><c> those</c><02:08:04.970><c> summaries</c><02:08:05.970><c> on</c>

02:08:06.170 --> 02:08:06.180 align:start position:0%
really decided to see those summaries on
 

02:08:06.180 --> 02:08:20.630 align:start position:0%
really decided to see those summaries on
I<02:08:17.720><c> hate</c><02:08:18.720><c> my</c><02:08:18.930><c> name</c><02:08:19.110><c> is</c><02:08:19.200><c> Mike</c><02:08:19.440><c> gelser</c><02:08:19.890><c> I'm</c><02:08:20.430><c> from</c>

02:08:20.630 --> 02:08:20.640 align:start position:0%
I hate my name is Mike gelser I'm from
 

02:08:20.640 --> 02:08:22.460 align:start position:0%
I hate my name is Mike gelser I'm from
the<02:08:20.760><c> Olympia</c><02:08:21.090><c> peat</c><02:08:21.330><c> project</c><02:08:21.870><c> I</c><02:08:22.110><c> work</c><02:08:22.290><c> at</c>

02:08:22.460 --> 02:08:22.470 align:start position:0%
the Olympia peat project I work at
 

02:08:22.470 --> 02:08:24.590 align:start position:0%
the Olympia peat project I work at
protocol<02:08:22.950><c> labs</c><02:08:23.190><c> were</c><02:08:23.580><c> one</c><02:08:24.240><c> of</c><02:08:24.270><c> the</c><02:08:24.480><c> sponsors</c>

02:08:24.590 --> 02:08:24.600 align:start position:0%
protocol labs were one of the sponsors
 

02:08:24.600 --> 02:08:27.440 align:start position:0%
protocol labs were one of the sponsors
of<02:08:24.990><c> looking</c><02:08:25.410><c> to</c><02:08:25.500><c> be</c><02:08:25.730><c> here's</c><02:08:26.730><c> my</c><02:08:26.970><c> partner</c><02:08:27.210><c> in</c>

02:08:27.440 --> 02:08:27.450 align:start position:0%
of looking to be here's my partner in
 

02:08:27.450 --> 02:08:29.840 align:start position:0%
of looking to be here's my partner in
crime<02:08:28.190><c> rollerblading</c><02:08:29.190><c> say</c><02:08:29.430><c> on</c><02:08:29.580><c> the</c><02:08:29.670><c> floor</c>

02:08:29.840 --> 02:08:29.850 align:start position:0%
crime rollerblading say on the floor
 

02:08:29.850 --> 02:08:32.540 align:start position:0%
crime rollerblading say on the floor
there<02:08:30.090><c> so</c><02:08:31.050><c> then</c><02:08:31.290><c> so</c><02:08:31.740><c> what</c><02:08:31.890><c> we</c><02:08:32.040><c> have</c><02:08:32.220><c> planned</c>

02:08:32.540 --> 02:08:32.550 align:start position:0%
there so then so what we have planned
 

02:08:32.550 --> 02:08:34.580 align:start position:0%
there so then so what we have planned
for<02:08:32.730><c> you</c><02:08:32.940><c> here</c><02:08:33.180><c> at</c><02:08:33.300><c> Def</c><02:08:33.480><c> Con</c><02:08:33.510><c> this</c><02:08:34.080><c> week</c><02:08:34.290><c> is</c><02:08:34.560><c> a</c>

02:08:34.580 --> 02:08:34.590 align:start position:0%
for you here at Def Con this week is a
 

02:08:34.590 --> 02:08:36.980 align:start position:0%
for you here at Def Con this week is a
kind<02:08:35.070><c> of</c><02:08:35.100><c> escalating</c><02:08:35.640><c> series</c><02:08:35.850><c> of</c><02:08:36.120><c> talks</c><02:08:36.330><c> this</c>

02:08:36.980 --> 02:08:36.990 align:start position:0%
kind of escalating series of talks this
 

02:08:36.990 --> 02:08:38.930 align:start position:0%
kind of escalating series of talks this
10-minute<02:08:37.320><c> intro</c><02:08:37.980><c> is</c><02:08:38.280><c> going</c><02:08:38.520><c> to</c><02:08:38.610><c> talk</c><02:08:38.790><c> about</c>

02:08:38.930 --> 02:08:38.940 align:start position:0%
10-minute intro is going to talk about
 

02:08:38.940 --> 02:08:41.480 align:start position:0%
10-minute intro is going to talk about
what<02:08:39.240><c> Olympia</c><02:08:39.630><c> Diaz</c><02:08:40.020><c> what's</c><02:08:40.680><c> coming</c><02:08:41.070><c> next</c><02:08:41.250><c> in</c>

02:08:41.480 --> 02:08:41.490 align:start position:0%
what Olympia Diaz what's coming next in
 

02:08:41.490 --> 02:08:45.140 align:start position:0%
what Olympia Diaz what's coming next in
the<02:08:41.580><c> project</c><02:08:41.990><c> then</c><02:08:42.990><c> in</c><02:08:43.500><c> what</c><02:08:44.280><c> is</c><02:08:44.370><c> the</c><02:08:44.490><c> two</c>

02:08:45.140 --> 02:08:45.150 align:start position:0%
the project then in what is the two
 

02:08:45.150 --> 02:08:48.110 align:start position:0%
the project then in what is the two
hours<02:08:45.480><c> from</c><02:08:45.690><c> now</c><02:08:45.900><c> I</c><02:08:45.930><c> think</c><02:08:46.080><c> and</c><02:08:46.440><c> Rudy</c><02:08:46.890><c> roll</c><02:08:47.850><c> is</c>

02:08:48.110 --> 02:08:48.120 align:start position:0%
hours from now I think and Rudy roll is
 

02:08:48.120 --> 02:08:51.980 align:start position:0%
hours from now I think and Rudy roll is
going<02:08:48.330><c> to</c><02:08:48.420><c> give</c><02:08:48.570><c> his</c><02:08:49.140><c> talk</c><02:08:49.410><c> on</c><02:08:50.210><c> 101</c><02:08:51.210><c> of</c><02:08:51.570><c> to</c><02:08:51.780><c> talk</c>

02:08:51.980 --> 02:08:51.990 align:start position:0%
going to give his talk on 101 of to talk
 

02:08:51.990 --> 02:08:55.040 align:start position:0%
going to give his talk on 101 of to talk
some<02:08:52.260><c> blue</c><02:08:52.410><c> P</c><02:08:52.560><c> defeat</c><02:08:52.830><c> that</c><02:08:53.340><c> will</c><02:08:53.780><c> take</c><02:08:54.780><c> it</c><02:08:54.930><c> up</c>

02:08:55.040 --> 02:08:55.050 align:start position:0%
some blue P defeat that will take it up
 

02:08:55.050 --> 02:08:56.510 align:start position:0%
some blue P defeat that will take it up
a<02:08:55.080><c> level</c><02:08:55.200><c> so</c><02:08:55.680><c> some</c><02:08:55.920><c> of</c><02:08:55.950><c> you</c><02:08:56.190><c> I</c><02:08:56.250><c> know</c><02:08:56.370><c> are</c>

02:08:56.510 --> 02:08:56.520 align:start position:0%
a level so some of you I know are
 

02:08:56.520 --> 02:08:58.760 align:start position:0%
a level so some of you I know are
experts<02:08:57.030><c> on</c><02:08:57.120><c> Limpy</c><02:08:57.450><c> to</c><02:08:57.540><c> be</c><02:08:57.720><c> some</c><02:08:58.350><c> of</c><02:08:58.470><c> you</c><02:08:58.590><c> have</c>

02:08:58.760 --> 02:08:58.770 align:start position:0%
experts on Limpy to be some of you have
 

02:08:58.770 --> 02:09:00.760 align:start position:0%
experts on Limpy to be some of you have
never<02:08:59.310><c> heard</c><02:08:59.580><c> of</c><02:08:59.640><c> it</c><02:08:59.730><c> before</c><02:08:59.910><c> that's</c><02:09:00.390><c> fine</c>

02:09:00.760 --> 02:09:00.770 align:start position:0%
never heard of it before that's fine
 

02:09:00.770 --> 02:09:02.990 align:start position:0%
never heard of it before that's fine
we're<02:09:01.770><c> gonna</c><02:09:01.890><c> take</c><02:09:02.100><c> it</c><02:09:02.220><c> up</c><02:09:02.280><c> a</c><02:09:02.430><c> level</c><02:09:02.460><c> in</c><02:09:02.850><c> two</c>

02:09:02.990 --> 02:09:03.000 align:start position:0%
we're gonna take it up a level in two
 

02:09:03.000 --> 02:09:04.490 align:start position:0%
we're gonna take it up a level in two
hours<02:09:03.330><c> and</c><02:09:03.540><c> Rudy</c>

02:09:04.490 --> 02:09:04.500 align:start position:0%
hours and Rudy
 

02:09:04.500 --> 02:09:06.740 align:start position:0%
hours and Rudy
Royals<02:09:05.160><c> going</c><02:09:05.340><c> to</c><02:09:05.430><c> give</c><02:09:05.550><c> his</c><02:09:06.090><c> introductory</c>

02:09:06.740 --> 02:09:06.750 align:start position:0%
Royals going to give his introductory
 

02:09:06.750 --> 02:09:08.630 align:start position:0%
Royals going to give his introductory
talk<02:09:07.140><c> on</c><02:09:07.320><c> Limpy</c><02:09:07.590><c> defeat</c><02:09:07.890><c> and</c><02:09:08.280><c> then</c><02:09:08.460><c> tomorrow</c>

02:09:08.630 --> 02:09:08.640 align:start position:0%
talk on Limpy defeat and then tomorrow
 

02:09:08.640 --> 02:09:11.000 align:start position:0%
talk on Limpy defeat and then tomorrow
we're<02:09:09.150><c> going</c><02:09:09.300><c> to</c><02:09:09.360><c> go</c><02:09:09.570><c> roll</c><02:09:10.470><c> is</c><02:09:10.590><c> going</c><02:09:10.740><c> to</c><02:09:10.830><c> give</c>

02:09:11.000 --> 02:09:11.010 align:start position:0%
we're going to go roll is going to give
 

02:09:11.010 --> 02:09:13.400 align:start position:0%
we're going to go roll is going to give
a<02:09:11.040><c> second</c><02:09:11.550><c> talk</c><02:09:11.730><c> which</c><02:09:12.300><c> could</c><02:09:12.540><c> dive</c><02:09:12.750><c> deep</c><02:09:13.140><c> into</c>

02:09:13.400 --> 02:09:13.410 align:start position:0%
a second talk which could dive deep into
 

02:09:13.410 --> 02:09:16.490 align:start position:0%
a second talk which could dive deep into
one<02:09:13.710><c> aspect</c><02:09:14.220><c> of</c><02:09:14.340><c> loopy</c><02:09:14.700><c> to</c><02:09:14.760><c> be</c><02:09:15.000><c> that</c><02:09:15.510><c> is</c><02:09:15.780><c> of</c>

02:09:16.490 --> 02:09:16.500 align:start position:0%
one aspect of loopy to be that is of
 

02:09:16.500 --> 02:09:18.740 align:start position:0%
one aspect of loopy to be that is of
interest<02:09:16.710><c> I</c><02:09:17.070><c> think</c><02:09:17.100><c> to</c><02:09:17.640><c> the</c><02:09:18.180><c> etherium</c><02:09:18.600><c> to</c>

02:09:18.740 --> 02:09:18.750 align:start position:0%
interest I think to the etherium to
 

02:09:18.750 --> 02:09:21.680 align:start position:0%
interest I think to the etherium to
community<02:09:19.260><c> especially</c><02:09:19.470><c> which</c><02:09:20.010><c> is</c><02:09:20.450><c> gossip</c><02:09:21.450><c> sub</c>

02:09:21.680 --> 02:09:21.690 align:start position:0%
community especially which is gossip sub
 

02:09:21.690 --> 02:09:25.430 align:start position:0%
community especially which is gossip sub
and<02:09:22.080><c> so</c><02:09:22.590><c> digging</c><02:09:23.190><c> digging</c><02:09:23.640><c> deep</c><02:09:24.420><c> into</c><02:09:24.660><c> that</c><02:09:24.960><c> so</c>

02:09:25.430 --> 02:09:25.440 align:start position:0%
and so digging digging deep into that so
 

02:09:25.440 --> 02:09:28.250 align:start position:0%
and so digging digging deep into that so
that's<02:09:26.100><c> kind</c><02:09:26.280><c> of</c><02:09:26.340><c> our</c><02:09:26.490><c> plan</c><02:09:26.760><c> for</c><02:09:27.090><c> Def</c><02:09:27.300><c> Con</c>

02:09:28.250 --> 02:09:28.260 align:start position:0%
that's kind of our plan for Def Con
 

02:09:28.260 --> 02:09:30.290 align:start position:0%
that's kind of our plan for Def Con
if<02:09:28.560><c> you</c><02:09:28.739><c> have</c><02:09:28.920><c> no</c><02:09:29.130><c> idea</c><02:09:29.520><c> what</c><02:09:29.730><c> lifting</c><02:09:30.090><c> if</c><02:09:30.180><c> he</c>

02:09:30.290 --> 02:09:30.300 align:start position:0%
if you have no idea what lifting if he
 

02:09:30.300 --> 02:09:33.110 align:start position:0%
if you have no idea what lifting if he
is<02:09:30.480><c> let</c><02:09:31.110><c> me</c><02:09:31.140><c> start</c><02:09:31.500><c> out</c><02:09:31.620><c> looking</c><02:09:32.460><c> feet</c><02:09:32.850><c> we're</c>

02:09:33.110 --> 02:09:33.120 align:start position:0%
is let me start out looking feet we're
 

02:09:33.120 --> 02:09:36.350 align:start position:0%
is let me start out looking feet we're
out<02:09:33.210><c> of</c><02:09:33.239><c> the</c><02:09:33.510><c> ipfs</c><02:09:34.170><c> project</c><02:09:34.770><c> ipfs</c><02:09:35.670><c> is</c><02:09:36.000><c> a</c>

02:09:36.350 --> 02:09:36.360 align:start position:0%
out of the ipfs project ipfs is a
 

02:09:36.360 --> 02:09:38.540 align:start position:0%
out of the ipfs project ipfs is a
project<02:09:36.780><c> that</c><02:09:37.080><c> actually</c><02:09:37.920><c> I</c><02:09:37.980><c> think</c><02:09:38.070><c> there</c><02:09:38.460><c> are</c>

02:09:38.540 --> 02:09:38.550 align:start position:0%
project that actually I think there are
 

02:09:38.550 --> 02:09:39.500 align:start position:0%
project that actually I think there are
out<02:09:38.670><c> of</c><02:09:38.700><c> quarter</c><02:09:39.000><c> you're</c><02:09:39.150><c> going</c><02:09:39.270><c> to</c><02:09:39.330><c> hear</c>

02:09:39.500 --> 02:09:39.510 align:start position:0%
out of quarter you're going to hear
 

02:09:39.510 --> 02:09:42.260 align:start position:0%
out of quarter you're going to hear
about<02:09:39.600><c> this</c><02:09:39.950><c> in</c><02:09:40.950><c> a</c><02:09:41.160><c> few</c><02:09:41.340><c> minutes</c><02:09:41.640><c> so</c><02:09:41.820><c> I</c><02:09:41.850><c> won't</c>

02:09:42.260 --> 02:09:42.270 align:start position:0%
about this in a few minutes so I won't
 

02:09:42.270 --> 02:09:44.450 align:start position:0%
about this in a few minutes so I won't
give<02:09:42.480><c> it</c><02:09:42.600><c> away</c><02:09:42.630><c> but</c><02:09:42.810><c> it's</c><02:09:43.710><c> a</c><02:09:43.860><c> project</c><02:09:44.250><c> to</c><02:09:44.340><c> build</c>

02:09:44.450 --> 02:09:44.460 align:start position:0%
give it away but it's a project to build
 

02:09:44.460 --> 02:09:47.690 align:start position:0%
give it away but it's a project to build
a<02:09:44.670><c> globally</c><02:09:45.180><c> or</c><02:09:45.480><c> are</c><02:09:46.350><c> even</c><02:09:46.700><c> cosmically</c>

02:09:47.690 --> 02:09:47.700 align:start position:0%
a globally or are even cosmically
 

02:09:47.700 --> 02:09:51.590 align:start position:0%
a globally or are even cosmically
distributed<02:09:48.360><c> file</c><02:09:49.200><c> system</c><02:09:49.680><c> based</c><02:09:50.130><c> on</c><02:09:50.600><c> content</c>

02:09:51.590 --> 02:09:51.600 align:start position:0%
distributed file system based on content
 

02:09:51.600 --> 02:09:54.770 align:start position:0%
distributed file system based on content
addressable<02:09:53.239><c> content</c><02:09:54.239><c> content</c>

02:09:54.770 --> 02:09:54.780 align:start position:0%
addressable content content
 

02:09:54.780 --> 02:09:59.750 align:start position:0%
addressable content content
accessibility<02:09:55.080><c> and</c><02:09:56.040><c> so</c><02:09:57.230><c> let</c><02:09:58.230><c> p2p</c><02:09:58.680><c> was</c><02:09:59.430><c> the</c>

02:09:59.750 --> 02:09:59.760 align:start position:0%
accessibility and so let p2p was the
 

02:09:59.760 --> 02:10:03.560 align:start position:0%
accessibility and so let p2p was the
networking<02:10:00.270><c> layer</c><02:10:00.480><c> and</c><02:10:01.020><c> ipfs</c><02:10:01.560><c> and</c><02:10:01.920><c> what</c><02:10:02.570><c> the</c>

02:10:03.560 --> 02:10:03.570 align:start position:0%
networking layer and ipfs and what the
 

02:10:03.570 --> 02:10:05.810 align:start position:0%
networking layer and ipfs and what the
builders<02:10:04.380><c> who</c><02:10:04.530><c> I</c><02:10:04.620><c> think</c><02:10:04.830><c> has</c><02:10:04.980><c> realized</c><02:10:05.460><c> as</c>

02:10:05.810 --> 02:10:05.820 align:start position:0%
builders who I think has realized as
 

02:10:05.820 --> 02:10:08.479 align:start position:0%
builders who I think has realized as
they<02:10:06.330><c> were</c><02:10:06.780><c> building</c><02:10:07.170><c> idea</c><02:10:07.500><c> test</c><02:10:07.739><c> was</c><02:10:08.250><c> that</c>

02:10:08.479 --> 02:10:08.489 align:start position:0%
they were building idea test was that
 

02:10:08.489 --> 02:10:11.330 align:start position:0%
they were building idea test was that
hey<02:10:08.670><c> we</c><02:10:09.270><c> could</c><02:10:09.450><c> factor</c><02:10:09.660><c> out</c><02:10:09.900><c> this</c><02:10:10.340><c> networking</c>

02:10:11.330 --> 02:10:11.340 align:start position:0%
hey we could factor out this networking
 

02:10:11.340 --> 02:10:13.490 align:start position:0%
hey we could factor out this networking
layer<02:10:11.489><c> it</c><02:10:11.850><c> could</c><02:10:11.970><c> be</c><02:10:12.090><c> useful</c><02:10:12.239><c> for</c><02:10:12.510><c> other</c><02:10:13.110><c> D</c>

02:10:13.490 --> 02:10:13.500 align:start position:0%
layer it could be useful for other D
 

02:10:13.500 --> 02:10:16.070 align:start position:0%
layer it could be useful for other D
apps<02:10:13.710><c> or</c><02:10:14.100><c> anybody</c><02:10:15.030><c> who</c><02:10:15.239><c> want</c><02:10:15.420><c> to</c><02:10:15.480><c> build</c><02:10:15.840><c> a</c>

02:10:16.070 --> 02:10:16.080 align:start position:0%
apps or anybody who want to build a
 

02:10:16.080 --> 02:10:20.900 align:start position:0%
apps or anybody who want to build a
peer-to-peer<02:10:16.320><c> system</c><02:10:16.980><c> and</c><02:10:17.730><c> so</c><02:10:19.070><c> today</c><02:10:20.070><c> Lib</c><02:10:20.489><c> p2p</c>

02:10:20.900 --> 02:10:20.910 align:start position:0%
peer-to-peer system and so today Lib p2p
 

02:10:20.910 --> 02:10:23.540 align:start position:0%
peer-to-peer system and so today Lib p2p
is<02:10:21.120><c> its</c><02:10:21.330><c> own</c><02:10:21.510><c> standalone</c><02:10:22.110><c> library</c><02:10:22.860><c> its</c><02:10:23.400><c> own</c>

02:10:23.540 --> 02:10:23.550 align:start position:0%
is its own standalone library its own
 

02:10:23.550 --> 02:10:25.580 align:start position:0%
is its own standalone library its own
standalone<02:10:23.940><c> project</c><02:10:24.780><c> it</c><02:10:25.020><c> has</c><02:10:25.320><c> the</c>

02:10:25.580 --> 02:10:25.590 align:start position:0%
standalone project it has the
 

02:10:25.590 --> 02:10:27.440 align:start position:0%
standalone project it has the
implementations<02:10:26.190><c> in</c><02:10:26.340><c> multiple</c><02:10:26.790><c> languages</c><02:10:27.120><c> as</c>

02:10:27.440 --> 02:10:27.450 align:start position:0%
implementations in multiple languages as
 

02:10:27.450 --> 02:10:28.820 align:start position:0%
implementations in multiple languages as
we'll<02:10:27.600><c> see</c><02:10:27.750><c> in</c><02:10:27.840><c> a</c><02:10:27.900><c> minute</c><02:10:28.050><c> is</c><02:10:28.350><c> the</c>

02:10:28.820 --> 02:10:28.830 align:start position:0%
we'll see in a minute is the
 

02:10:28.830 --> 02:10:31.700 align:start position:0%
we'll see in a minute is the
foundational<02:10:29.520><c> layer</c><02:10:29.730><c> for</c><02:10:30.320><c> many</c><02:10:31.320><c> different</c>

02:10:31.700 --> 02:10:31.710 align:start position:0%
foundational layer for many different
 

02:10:31.710 --> 02:10:34.100 align:start position:0%
foundational layer for many different
projects<02:10:32.130><c> before</c><02:10:32.340><c> ipfs</c><02:10:33.120><c> obviously</c><02:10:33.750><c> those</c><02:10:34.080><c> are</c>

02:10:34.100 --> 02:10:34.110 align:start position:0%
projects before ipfs obviously those are
 

02:10:34.110 --> 02:10:37.280 align:start position:0%
projects before ipfs obviously those are
came<02:10:34.410><c> from</c><02:10:34.650><c> for</c><02:10:35.340><c> aetherium</c><02:10:35.640><c> 2.0</c><02:10:36.510><c> that's</c><02:10:37.110><c> what</c>

02:10:37.280 --> 02:10:37.290 align:start position:0%
came from for aetherium 2.0 that's what
 

02:10:37.290 --> 02:10:38.540 align:start position:0%
came from for aetherium 2.0 that's what
you're<02:10:37.410><c> going</c><02:10:37.500><c> to</c><02:10:37.590><c> hear</c><02:10:37.770><c> a</c><02:10:37.800><c> lot</c><02:10:38.070><c> about</c><02:10:38.340><c> this</c>

02:10:38.540 --> 02:10:38.550 align:start position:0%
you're going to hear a lot about this
 

02:10:38.550 --> 02:10:41.630 align:start position:0%
you're going to hear a lot about this
week<02:10:38.850><c> here</c><02:10:39.750><c> at</c><02:10:39.840><c> Def</c><02:10:40.020><c> Con</c><02:10:40.050><c> and</c><02:10:40.470><c> then</c><02:10:40.620><c> the</c><02:10:40.950><c> sort</c>

02:10:41.630 --> 02:10:41.640 align:start position:0%
week here at Def Con and then the sort
 

02:10:41.640 --> 02:10:43.760 align:start position:0%
week here at Def Con and then the sort
of<02:10:41.700><c> main</c><02:10:41.850><c> source</c><02:10:42.120><c> of</c><02:10:42.210><c> interest</c><02:10:42.570><c> at</c><02:10:42.720><c> this</c><02:10:42.870><c> at</c>

02:10:43.760 --> 02:10:43.770 align:start position:0%
of main source of interest at this at
 

02:10:43.770 --> 02:10:45.920 align:start position:0%
of main source of interest at this at
this<02:10:43.980><c> event</c><02:10:44.310><c> and</c><02:10:44.520><c> then</c><02:10:44.880><c> for</c><02:10:45.480><c> many</c><02:10:45.600><c> more</c>

02:10:45.920 --> 02:10:45.930 align:start position:0%
this event and then for many more
 

02:10:45.930 --> 02:10:47.900 align:start position:0%
this event and then for many more
projects<02:10:46.470><c> I</c><02:10:46.710><c> don't</c><02:10:47.250><c> have</c><02:10:47.340><c> time</c><02:10:47.520><c> to</c><02:10:47.730><c> go</c><02:10:47.850><c> through</c>

02:10:47.900 --> 02:10:47.910 align:start position:0%
projects I don't have time to go through
 

02:10:47.910 --> 02:10:50.780 align:start position:0%
projects I don't have time to go through
them<02:10:48.270><c> all</c><02:10:48.420><c> but</c><02:10:48.900><c> this</c><02:10:49.080><c> is</c><02:10:49.260><c> a</c><02:10:49.290><c> rough</c><02:10:50.070><c> list</c><02:10:50.340><c> of</c>

02:10:50.780 --> 02:10:50.790 align:start position:0%
them all but this is a rough list of
 

02:10:50.790 --> 02:10:53.540 align:start position:0%
them all but this is a rough list of
many<02:10:51.450><c> of</c><02:10:51.630><c> the</c><02:10:51.690><c> projects</c><02:10:52.080><c> that</c><02:10:52.230><c> are</c><02:10:52.320><c> using</c><02:10:52.860><c> lit</c>

02:10:53.540 --> 02:10:53.550 align:start position:0%
many of the projects that are using lit
 

02:10:53.550 --> 02:10:58.310 align:start position:0%
many of the projects that are using lit
p2p<02:10:54.000><c> today</c><02:10:56.450><c> okay</c><02:10:57.480><c> let</c><02:10:57.750><c> me</c><02:10:57.840><c> just</c><02:10:58.050><c> explain</c>

02:10:58.310 --> 02:10:58.320 align:start position:0%
p2p today okay let me just explain
 

02:10:58.320 --> 02:11:02.150 align:start position:0%
p2p today okay let me just explain
really<02:10:58.680><c> briefly</c><02:10:59.040><c> what</c><02:10:59.310><c> lit</c><02:10:59.520><c> Fifi</c><02:10:59.880><c> is</c><02:11:01.010><c> like</c><02:11:02.010><c> I</c>

02:11:02.150 --> 02:11:02.160 align:start position:0%
really briefly what lit Fifi is like I
 

02:11:02.160 --> 02:11:04.010 align:start position:0%
really briefly what lit Fifi is like I
said<02:11:02.370><c> it's</c><02:11:02.580><c> a</c><02:11:02.700><c> foundational</c><02:11:03.390><c> layer</c><02:11:03.570><c> to</c><02:11:03.840><c> build</c>

02:11:04.010 --> 02:11:04.020 align:start position:0%
said it's a foundational layer to build
 

02:11:04.020 --> 02:11:07.070 align:start position:0%
said it's a foundational layer to build
peer-to-peer<02:11:04.500><c> networks</c><02:11:05.340><c> not</c><02:11:06.080><c> build</c>

02:11:07.070 --> 02:11:07.080 align:start position:0%
peer-to-peer networks not build
 

02:11:07.080 --> 02:11:09.170 align:start position:0%
peer-to-peer networks not build
peer-to-peer<02:11:07.380><c> applications</c><02:11:07.830><c> where</c><02:11:08.760><c> you</c><02:11:08.970><c> need</c>

02:11:09.170 --> 02:11:09.180 align:start position:0%
peer-to-peer applications where you need
 

02:11:09.180 --> 02:11:11.510 align:start position:0%
peer-to-peer applications where you need
an<02:11:09.300><c> underlying</c><02:11:09.840><c> pure</c><02:11:10.560><c> peer</c><02:11:10.830><c> networking</c><02:11:11.190><c> layer</c>

02:11:11.510 --> 02:11:11.520 align:start position:0%
an underlying pure peer networking layer
 

02:11:11.520 --> 02:11:13.670 align:start position:0%
an underlying pure peer networking layer
and<02:11:12.060><c> so</c><02:11:12.420><c> we</c><02:11:12.930><c> have</c><02:11:13.140><c> the</c><02:11:13.290><c> different</c>

02:11:13.670 --> 02:11:13.680 align:start position:0%
and so we have the different
 

02:11:13.680 --> 02:11:15.410 align:start position:0%
and so we have the different
abstractions<02:11:13.860><c> that</c><02:11:14.730><c> provide</c><02:11:15.090><c> you</c><02:11:15.239><c> with</c>

02:11:15.410 --> 02:11:15.420 align:start position:0%
abstractions that provide you with
 

02:11:15.420 --> 02:11:16.490 align:start position:0%
abstractions that provide you with
different<02:11:15.600><c> functionality</c>

02:11:16.490 --> 02:11:16.500 align:start position:0%
different functionality
 

02:11:16.500 --> 02:11:19.460 align:start position:0%
different functionality
that<02:11:16.590><c> you</c><02:11:16.710><c> will</c><02:11:16.830><c> need</c><02:11:17.040><c> to</c><02:11:17.760><c> build</c><02:11:18.390><c> one</c><02:11:19.170><c> of</c><02:11:19.320><c> these</c>

02:11:19.460 --> 02:11:19.470 align:start position:0%
that you will need to build one of these
 

02:11:19.470 --> 02:11:20.990 align:start position:0%
that you will need to build one of these
types<02:11:19.740><c> of</c><02:11:19.890><c> applications</c><02:11:20.550><c> so</c><02:11:20.790><c> an</c><02:11:20.910><c> example</c>

02:11:20.990 --> 02:11:21.000 align:start position:0%
types of applications so an example
 

02:11:21.000 --> 02:11:23.810 align:start position:0%
types of applications so an example
would<02:11:21.540><c> be</c><02:11:21.600><c> transport</c><02:11:22.560><c> a</c><02:11:22.860><c> transport</c><02:11:23.580><c> could</c><02:11:23.730><c> be</c>

02:11:23.810 --> 02:11:23.820 align:start position:0%
would be transport a transport could be
 

02:11:23.820 --> 02:11:26.630 align:start position:0%
would be transport a transport could be
something<02:11:24.150><c> like</c><02:11:24.330><c> a</c><02:11:24.360><c> TC</c><02:11:24.750><c> TC</c><02:11:25.440><c> P</c><02:11:25.740><c> it</c><02:11:26.370><c> could</c><02:11:26.550><c> be</c>

02:11:26.630 --> 02:11:26.640 align:start position:0%
something like a TC TC P it could be
 

02:11:26.640 --> 02:11:28.640 align:start position:0%
something like a TC TC P it could be
something<02:11:26.910><c> like</c><02:11:26.940><c> UDP</c><02:11:27.540><c> it</c><02:11:28.110><c> could</c><02:11:28.260><c> be</c><02:11:28.320><c> something</c>

02:11:28.640 --> 02:11:28.650 align:start position:0%
something like UDP it could be something
 

02:11:28.650 --> 02:11:31.910 align:start position:0%
something like UDP it could be something
like<02:11:29.150><c> radio</c><02:11:30.150><c> ham</c><02:11:30.450><c> radio</c><02:11:30.840><c> it</c><02:11:31.470><c> could</c><02:11:31.590><c> be</c><02:11:31.710><c> a</c><02:11:31.740><c> lot</c>

02:11:31.910 --> 02:11:31.920 align:start position:0%
like radio ham radio it could be a lot
 

02:11:31.920 --> 02:11:32.810 align:start position:0%
like radio ham radio it could be a lot
of<02:11:31.950><c> different</c><02:11:32.130><c> things</c>

02:11:32.810 --> 02:11:32.820 align:start position:0%
of different things
 

02:11:32.820 --> 02:11:35.840 align:start position:0%
of different things
it<02:11:33.150><c> moves</c><02:11:33.480><c> packets</c><02:11:34.080><c> from</c><02:11:34.200><c> one</c><02:11:34.670><c> place</c><02:11:35.670><c> to</c>

02:11:35.840 --> 02:11:35.850 align:start position:0%
it moves packets from one place to
 

02:11:35.850 --> 02:11:38.390 align:start position:0%
it moves packets from one place to
another<02:11:36.230><c> we</c><02:11:37.230><c> then</c><02:11:37.410><c> have</c><02:11:37.620><c> these</c><02:11:37.800><c> notions</c><02:11:38.100><c> of</c>

02:11:38.390 --> 02:11:38.400 align:start position:0%
another we then have these notions of
 

02:11:38.400 --> 02:11:40.610 align:start position:0%
another we then have these notions of
crypto<02:11:38.760><c> channels</c><02:11:39.270><c> and</c><02:11:39.510><c> stream</c><02:11:39.840><c> multiplexers</c>

02:11:40.610 --> 02:11:40.620 align:start position:0%
crypto channels and stream multiplexers
 

02:11:40.620 --> 02:11:42.380 align:start position:0%
crypto channels and stream multiplexers
I<02:11:40.830><c> won't</c><02:11:41.190><c> go</c><02:11:41.310><c> into</c><02:11:41.460><c> the</c><02:11:41.670><c> details</c><02:11:42.060><c> of</c><02:11:42.180><c> these</c>

02:11:42.380 --> 02:11:42.390 align:start position:0%
I won't go into the details of these
 

02:11:42.390 --> 02:11:44.270 align:start position:0%
I won't go into the details of these
right<02:11:42.630><c> now</c><02:11:42.660><c> but</c><02:11:43.020><c> the</c><02:11:43.110><c> basic</c><02:11:43.410><c> idea</c><02:11:43.740><c> is</c><02:11:44.010><c> that</c>

02:11:44.270 --> 02:11:44.280 align:start position:0%
right now but the basic idea is that
 

02:11:44.280 --> 02:11:47.150 align:start position:0%
right now but the basic idea is that
inlet<02:11:45.060><c> p2p</c><02:11:45.480><c> you</c><02:11:45.930><c> establish</c><02:11:46.500><c> some</c><02:11:46.740><c> type</c><02:11:46.950><c> of</c><02:11:46.980><c> a</c>

02:11:47.150 --> 02:11:47.160 align:start position:0%
inlet p2p you establish some type of a
 

02:11:47.160 --> 02:11:49.580 align:start position:0%
inlet p2p you establish some type of a
connection<02:11:47.670><c> over</c><02:11:47.760><c> a</c><02:11:48.000><c> transport</c><02:11:48.630><c> and</c><02:11:49.410><c> then</c>

02:11:49.580 --> 02:11:49.590 align:start position:0%
connection over a transport and then
 

02:11:49.590 --> 02:11:50.720 align:start position:0%
connection over a transport and then
once<02:11:49.860><c> you</c><02:11:50.010><c> have</c><02:11:50.190><c> that</c><02:11:50.250><c> connection</c>

02:11:50.720 --> 02:11:50.730 align:start position:0%
once you have that connection
 

02:11:50.730 --> 02:11:52.820 align:start position:0%
once you have that connection
established<02:11:51.420><c> of</c><02:11:52.110><c> course</c><02:11:52.410><c> you</c><02:11:52.560><c> want</c>

02:11:52.820 --> 02:11:52.830 align:start position:0%
established of course you want
 

02:11:52.830 --> 02:11:55.400 align:start position:0%
established of course you want
encryption<02:11:53.460><c> you</c><02:11:54.060><c> want</c><02:11:54.300><c> authentication</c><02:11:55.170><c> and</c>

02:11:55.400 --> 02:11:55.410 align:start position:0%
encryption you want authentication and
 

02:11:55.410 --> 02:11:59.060 align:start position:0%
encryption you want authentication and
you<02:11:55.830><c> want</c><02:11:56.600><c> you've</c><02:11:57.600><c> got</c><02:11:57.750><c> the</c><02:11:57.900><c> ability</c><02:11:58.290><c> to</c><02:11:58.320><c> send</c>

02:11:59.060 --> 02:11:59.070 align:start position:0%
you want you've got the ability to send
 

02:11:59.070 --> 02:12:02.390 align:start position:0%
you want you've got the ability to send
multiple<02:11:59.370><c> streams</c><02:12:00.090><c> data</c><02:12:01.080><c> streams</c><02:12:01.470><c> over</c><02:12:01.950><c> that</c>

02:12:02.390 --> 02:12:02.400 align:start position:0%
multiple streams data streams over that
 

02:12:02.400 --> 02:12:03.950 align:start position:0%
multiple streams data streams over that
connection<02:12:02.760><c> at</c><02:12:03.000><c> the</c><02:12:03.120><c> same</c><02:12:03.300><c> time</c><02:12:03.600><c> and</c><02:12:03.870><c> that's</c>

02:12:03.950 --> 02:12:03.960 align:start position:0%
connection at the same time and that's
 

02:12:03.960 --> 02:12:06.950 align:start position:0%
connection at the same time and that's
what<02:12:04.230><c> extreme</c><02:12:04.860><c> multiplexing</c><02:12:05.580><c> is</c><02:12:05.730><c> about</c><02:12:05.970><c> of</c>

02:12:06.950 --> 02:12:06.960 align:start position:0%
what extreme multiplexing is about of
 

02:12:06.960 --> 02:12:10.280 align:start position:0%
what extreme multiplexing is about of
course<02:12:07.260><c> like</c><02:12:07.920><c> any</c><02:12:08.130><c> peer-to-peer</c><02:12:08.520><c> system</c><02:12:09.290><c> like</c>

02:12:10.280 --> 02:12:10.290 align:start position:0%
course like any peer-to-peer system like
 

02:12:10.290 --> 02:12:11.270 align:start position:0%
course like any peer-to-peer system like
some<02:12:10.440><c> of</c><02:12:10.560><c> the</c><02:12:10.620><c> ones</c><02:12:10.800><c> you've</c><02:12:10.950><c> heard</c><02:12:11.160><c> about</c>

02:12:11.270 --> 02:12:11.280 align:start position:0%
some of the ones you've heard about
 

02:12:11.280 --> 02:12:14.150 align:start position:0%
some of the ones you've heard about
earlier<02:12:11.850><c> today</c><02:12:12.090><c> or</c><02:12:12.690><c> some</c><02:12:13.440><c> of</c><02:12:13.530><c> the</c><02:12:13.680><c> older</c><02:12:13.710><c> ones</c>

02:12:14.150 --> 02:12:14.160 align:start position:0%
earlier today or some of the older ones
 

02:12:14.160 --> 02:12:17.660 align:start position:0%
earlier today or some of the older ones
like<02:12:14.820><c> BitTorrent</c><02:12:15.330><c> and</c><02:12:15.930><c> so</c><02:12:16.200><c> forth</c><02:12:16.410><c> you</c><02:12:17.370><c> need</c><02:12:17.640><c> a</c>

02:12:17.660 --> 02:12:17.670 align:start position:0%
like BitTorrent and so forth you need a
 

02:12:17.670 --> 02:12:19.760 align:start position:0%
like BitTorrent and so forth you need a
way<02:12:17.970><c> to</c><02:12:18.000><c> discover</c><02:12:18.630><c> other</c><02:12:18.840><c> beers</c><02:12:19.350><c> so</c><02:12:19.650><c> we</c>

02:12:19.760 --> 02:12:19.770 align:start position:0%
way to discover other beers so we
 

02:12:19.770 --> 02:12:22.490 align:start position:0%
way to discover other beers so we
provide<02:12:20.160><c> pure</c><02:12:20.430><c> discovery</c><02:12:21.140><c> we</c><02:12:22.140><c> provide</c>

02:12:22.490 --> 02:12:22.500 align:start position:0%
provide pure discovery we provide
 

02:12:22.500 --> 02:12:24.410 align:start position:0%
provide pure discovery we provide
several<02:12:22.830><c> mechanisms</c><02:12:23.160><c> to</c><02:12:23.730><c> do</c><02:12:23.880><c> that</c><02:12:24.060><c> you</c><02:12:24.270><c> can</c>

02:12:24.410 --> 02:12:24.420 align:start position:0%
several mechanisms to do that you can
 

02:12:24.420 --> 02:12:26.450 align:start position:0%
several mechanisms to do that you can
discover<02:12:24.780><c> peers</c><02:12:25.170><c> on</c><02:12:25.410><c> your</c><02:12:25.860><c> local</c><02:12:26.280><c> network</c>

02:12:26.450 --> 02:12:26.460 align:start position:0%
discover peers on your local network
 

02:12:26.460 --> 02:12:29.930 align:start position:0%
discover peers on your local network
through<02:12:27.500><c> mdns</c><02:12:28.500><c> you</c><02:12:28.830><c> can</c><02:12:28.980><c> also</c><02:12:29.130><c> discover</c><02:12:29.460><c> peers</c>

02:12:29.930 --> 02:12:29.940 align:start position:0%
through mdns you can also discover peers
 

02:12:29.940 --> 02:12:32.510 align:start position:0%
through mdns you can also discover peers
on<02:12:30.150><c> a</c><02:12:30.180><c> global</c><02:12:30.690><c> network</c><02:12:31.050><c> through</c><02:12:31.830><c> a</c>

02:12:32.510 --> 02:12:32.520 align:start position:0%
on a global network through a
 

02:12:32.520 --> 02:12:37.160 align:start position:0%
on a global network through a
distributed<02:12:33.330><c> hash</c><02:12:33.480><c> table</c><02:12:34.100><c> which</c><02:12:35.100><c> is</c><02:12:35.580><c> a</c><02:12:36.210><c> I</c>

02:12:37.160 --> 02:12:37.170 align:start position:0%
distributed hash table which is a I
 

02:12:37.170 --> 02:12:39.320 align:start position:0%
distributed hash table which is a I
think<02:12:37.620><c> we've</c><02:12:37.860><c> actually</c><02:12:38.340><c> heard</c><02:12:38.610><c> about</c><02:12:38.760><c> these</c><02:12:38.970><c> a</c>

02:12:39.320 --> 02:12:39.330 align:start position:0%
think we've actually heard about these a
 

02:12:39.330 --> 02:12:42.350 align:start position:0%
think we've actually heard about these a
little<02:12:39.600><c> bit</c><02:12:39.930><c> this</c><02:12:40.020><c> morning</c><02:12:40.080><c> so</c><02:12:40.610><c> but</c><02:12:41.610><c> it</c><02:12:42.150><c> is</c><02:12:42.330><c> a</c>

02:12:42.350 --> 02:12:42.360 align:start position:0%
little bit this morning so but it is a
 

02:12:42.360 --> 02:12:44.950 align:start position:0%
little bit this morning so but it is a
the<02:12:42.990><c> most</c><02:12:43.200><c> common</c><02:12:43.530><c> data</c><02:12:43.710><c> structure</c><02:12:44.070><c> for</c>

02:12:44.950 --> 02:12:44.960 align:start position:0%
the most common data structure for
 

02:12:44.960 --> 02:12:49.100 align:start position:0%
the most common data structure for
finding<02:12:46.340><c> content</c><02:12:47.340><c> on</c><02:12:47.610><c> a</c><02:12:48.110><c> globally</c>

02:12:49.100 --> 02:12:49.110 align:start position:0%
finding content on a globally
 

02:12:49.110 --> 02:12:51.470 align:start position:0%
finding content on a globally
distributed<02:12:49.700><c> peer-to-peer</c><02:12:50.700><c> network</c><02:12:51.270><c> that</c>

02:12:51.470 --> 02:12:51.480 align:start position:0%
distributed peer-to-peer network that
 

02:12:51.480 --> 02:12:53.990 align:start position:0%
distributed peer-to-peer network that
doesn't<02:12:51.780><c> have</c><02:12:51.900><c> any</c><02:12:52.050><c> centralized</c><02:12:53.000><c> lookup</c>

02:12:53.990 --> 02:12:54.000 align:start position:0%
doesn't have any centralized lookup
 

02:12:54.000 --> 02:12:55.730 align:start position:0%
doesn't have any centralized lookup
point<02:12:54.300><c> the</c><02:12:54.510><c> way</c><02:12:54.660><c> that</c><02:12:54.960><c> the</c><02:12:55.260><c> central</c>

02:12:55.730 --> 02:12:55.740 align:start position:0%
point the way that the central
 

02:12:55.740 --> 02:12:59.120 align:start position:0%
point the way that the central
centralized<02:12:56.460><c> applications</c><02:12:57.030><c> do</c><02:12:58.130><c> nationalism</c>

02:12:59.120 --> 02:12:59.130 align:start position:0%
centralized applications do nationalism
 

02:12:59.130 --> 02:13:01.370 align:start position:0%
centralized applications do nationalism
is<02:12:59.340><c> another</c><02:12:59.640><c> big</c><02:12:59.850><c> issue</c><02:12:59.880><c> many</c><02:13:00.810><c> users</c><02:13:01.200><c> are</c>

02:13:01.370 --> 02:13:01.380 align:start position:0%
is another big issue many users are
 

02:13:01.380 --> 02:13:05.450 align:start position:0%
is another big issue many users are
behind<02:13:01.770><c> Nats</c><02:13:02.810><c> they</c><02:13:03.810><c> either</c><02:13:04.500><c> don't</c><02:13:05.130><c> know</c><02:13:05.250><c> how</c>

02:13:05.450 --> 02:13:05.460 align:start position:0%
behind Nats they either don't know how
 

02:13:05.460 --> 02:13:08.000 align:start position:0%
behind Nats they either don't know how
to<02:13:05.520><c> or</c><02:13:05.970><c> don't</c><02:13:06.750><c> want</c><02:13:06.900><c> to</c><02:13:06.990><c> go</c><02:13:07.110><c> to</c><02:13:07.170><c> the</c><02:13:07.440><c> trouble</c><02:13:07.680><c> of</c>

02:13:08.000 --> 02:13:08.010 align:start position:0%
to or don't want to go to the trouble of
 

02:13:08.010 --> 02:13:11.990 align:start position:0%
to or don't want to go to the trouble of
opening<02:13:08.720><c> ports</c><02:13:09.720><c> on</c><02:13:09.900><c> their</c><02:13:10.050><c> routers</c><02:13:10.440><c> so</c><02:13:11.000><c> we</c>

02:13:11.990 --> 02:13:12.000 align:start position:0%
opening ports on their routers so we
 

02:13:12.000 --> 02:13:14.680 align:start position:0%
opening ports on their routers so we
have<02:13:12.210><c> logic</c><02:13:12.960><c> in</c><02:13:13.080><c> Limpy</c><02:13:13.440><c> P</c><02:13:13.680><c> to</c><02:13:13.890><c> help</c><02:13:14.100><c> with</c>

02:13:14.680 --> 02:13:14.690 align:start position:0%
have logic in Limpy P to help with
 

02:13:14.690 --> 02:13:16.500 align:start position:0%
have logic in Limpy P to help with
traversing<02:13:15.690><c> Nats</c><02:13:15.900><c> and</c>

02:13:16.500 --> 02:13:16.510 align:start position:0%
traversing Nats and
 

02:13:16.510 --> 02:13:18.990 align:start position:0%
traversing Nats and
getting<02:13:16.900><c> the</c><02:13:17.830><c> actual</c><02:13:18.190><c> machine</c><02:13:18.370><c> they</c><02:13:18.790><c> have</c><02:13:18.880><c> to</c>

02:13:18.990 --> 02:13:19.000 align:start position:0%
getting the actual machine they have to
 

02:13:19.000 --> 02:13:22.500 align:start position:0%
getting the actual machine they have to
appear<02:13:19.420><c> to</c><02:13:20.380><c> appear</c><02:13:20.830><c> as</c><02:13:20.950><c> if</c><02:13:21.100><c> it</c><02:13:21.310><c> has</c><02:13:21.550><c> it's</c><02:13:22.330><c> on</c>

02:13:22.500 --> 02:13:22.510 align:start position:0%
appear to appear as if it has it's on
 

02:13:22.510 --> 02:13:26.250 align:start position:0%
appear to appear as if it has it's on
the<02:13:22.690><c> public</c><02:13:22.990><c> internet</c><02:13:25.080><c> publish/subscribe</c><02:13:26.080><c> is</c>

02:13:26.250 --> 02:13:26.260 align:start position:0%
the public internet publish/subscribe is
 

02:13:26.260 --> 02:13:27.960 align:start position:0%
the public internet publish/subscribe is
a<02:13:26.290><c> whole</c><02:13:26.530><c> topic</c><02:13:26.920><c> in</c><02:13:27.190><c> and</c><02:13:27.310><c> of</c><02:13:27.370><c> itself</c><02:13:27.700><c> but</c>

02:13:27.960 --> 02:13:27.970 align:start position:0%
a whole topic in and of itself but
 

02:13:27.970 --> 02:13:30.330 align:start position:0%
a whole topic in and of itself but
basically<02:13:28.420><c> once</c><02:13:29.320><c> you</c><02:13:29.500><c> have</c><02:13:29.710><c> a</c><02:13:29.740><c> set</c><02:13:30.010><c> of</c><02:13:30.100><c> peers</c>

02:13:30.330 --> 02:13:30.340 align:start position:0%
basically once you have a set of peers
 

02:13:30.340 --> 02:13:32.280 align:start position:0%
basically once you have a set of peers
connected<02:13:30.820><c> to</c><02:13:30.940><c> each</c><02:13:31.060><c> other</c><02:13:31.270><c> you</c><02:13:31.900><c> want</c><02:13:32.080><c> to</c><02:13:32.200><c> be</c>

02:13:32.280 --> 02:13:32.290 align:start position:0%
connected to each other you want to be
 

02:13:32.290 --> 02:13:34.920 align:start position:0%
connected to each other you want to be
able<02:13:32.350><c> to</c><02:13:33.090><c> you</c><02:13:34.090><c> want</c><02:13:34.300><c> to</c><02:13:34.390><c> enable</c><02:13:34.600><c> them</c><02:13:34.870><c> to</c>

02:13:34.920 --> 02:13:34.930 align:start position:0%
able to you want to enable them to
 

02:13:34.930 --> 02:13:36.420 align:start position:0%
able to you want to enable them to
communicate<02:13:35.350><c> with</c><02:13:35.530><c> each</c><02:13:35.740><c> other</c><02:13:35.950><c> in</c><02:13:36.130><c> one</c><02:13:36.310><c> of</c>

02:13:36.420 --> 02:13:36.430 align:start position:0%
communicate with each other in one of
 

02:13:36.430 --> 02:13:38.930 align:start position:0%
communicate with each other in one of
the<02:13:36.520><c> ways</c><02:13:36.810><c> one</c><02:13:37.810><c> of</c><02:13:37.870><c> the</c><02:13:37.960><c> most</c><02:13:38.050><c> common</c>

02:13:38.930 --> 02:13:38.940 align:start position:0%
the ways one of the most common
 

02:13:38.940 --> 02:13:41.550 align:start position:0%
the ways one of the most common
communications<02:13:39.940><c> paradigms</c><02:13:40.750><c> in</c><02:13:41.050><c> distributed</c>

02:13:41.550 --> 02:13:41.560 align:start position:0%
communications paradigms in distributed
 

02:13:41.560 --> 02:13:44.130 align:start position:0%
communications paradigms in distributed
systems<02:13:41.920><c> is</c><02:13:42.300><c> publish/subscribe</c><02:13:43.300><c> so</c><02:13:43.900><c> we</c><02:13:43.990><c> have</c>

02:13:44.130 --> 02:13:44.140 align:start position:0%
systems is publish/subscribe so we have
 

02:13:44.140 --> 02:13:45.660 align:start position:0%
systems is publish/subscribe so we have
several<02:13:44.380><c> mechanisms</c><02:13:44.710><c> for</c><02:13:45.280><c> a</c><02:13:45.340><c> published</c>

02:13:45.660 --> 02:13:45.670 align:start position:0%
several mechanisms for a published
 

02:13:45.670 --> 02:13:49.080 align:start position:0%
several mechanisms for a published
publish/subscribe<02:13:46.860><c> and</c><02:13:47.860><c> one</c><02:13:48.760><c> of</c><02:13:48.880><c> those</c>

02:13:49.080 --> 02:13:49.090 align:start position:0%
publish/subscribe and one of those
 

02:13:49.090 --> 02:13:52.080 align:start position:0%
publish/subscribe and one of those
gossips<02:13:49.720><c> of</c><02:13:49.900><c> is</c><02:13:50.110><c> it's</c><02:13:50.380><c> the</c><02:13:50.590><c> most</c><02:13:50.770><c> oh</c><02:13:51.400><c> the</c><02:13:51.970><c> most</c>

02:13:52.080 --> 02:13:52.090 align:start position:0%
gossips of is it's the most oh the most
 

02:13:52.090 --> 02:13:54.300 align:start position:0%
gossips of is it's the most oh the most
efficient<02:13:52.540><c> one</c><02:13:52.660><c> we</c><02:13:52.780><c> have</c><02:13:52.960><c> right</c><02:13:52.990><c> now</c><02:13:53.350><c> that's</c>

02:13:54.300 --> 02:13:54.310 align:start position:0%
efficient one we have right now that's
 

02:13:54.310 --> 02:13:56.580 align:start position:0%
efficient one we have right now that's
the<02:13:54.460><c> one</c><02:13:54.670><c> that</c><02:13:54.970><c> Raul</c><02:13:55.960><c> is</c><02:13:56.170><c> going</c><02:13:56.320><c> to</c><02:13:56.410><c> give</c><02:13:56.500><c> a</c>

02:13:56.580 --> 02:13:56.590 align:start position:0%
the one that Raul is going to give a
 

02:13:56.590 --> 02:14:00.840 align:start position:0%
the one that Raul is going to give a
deep<02:13:56.770><c> dive</c><02:13:56.950><c> on</c><02:13:57.190><c> in</c><02:13:57.640><c> tomorrow</c><02:13:59.190><c> so</c><02:14:00.190><c> you</c><02:14:00.670><c> should</c>

02:14:00.840 --> 02:14:00.850 align:start position:0%
deep dive on in tomorrow so you should
 

02:14:00.850 --> 02:14:04.230 align:start position:0%
deep dive on in tomorrow so you should
come<02:14:01.030><c> to</c><02:14:01.210><c> that</c><02:14:01.240><c> and</c><02:14:02.070><c> lastly</c><02:14:03.070><c> were</c><02:14:03.400><c> in</c><02:14:04.060><c> the</c>

02:14:04.230 --> 02:14:04.240 align:start position:0%
come to that and lastly were in the
 

02:14:04.240 --> 02:14:06.540 align:start position:0%
come to that and lastly were in the
final<02:14:04.540><c> stages</c><02:14:04.780><c> of</c><02:14:04.960><c> security</c><02:14:05.650><c> auditing</c><02:14:06.070><c> Lupita</c>

02:14:06.540 --> 02:14:06.550 align:start position:0%
final stages of security auditing Lupita
 

02:14:06.550 --> 02:14:09.120 align:start position:0%
final stages of security auditing Lupita
Pete<02:14:06.820><c> so</c><02:14:07.390><c> it</c><02:14:07.720><c> should</c><02:14:07.930><c> be</c><02:14:08.110><c> I</c><02:14:08.410><c> believe</c><02:14:08.920><c> it'll</c><02:14:09.010><c> be</c>

02:14:09.120 --> 02:14:09.130 align:start position:0%
Pete so it should be I believe it'll be
 

02:14:09.130 --> 02:14:11.430 align:start position:0%
Pete so it should be I believe it'll be
one<02:14:09.280><c> of</c><02:14:09.370><c> the</c><02:14:09.430><c> few</c><02:14:09.640><c> peer-to-peer</c><02:14:10.440><c> foundational</c>

02:14:11.430 --> 02:14:11.440 align:start position:0%
one of the few peer-to-peer foundational
 

02:14:11.440 --> 02:14:14.430 align:start position:0%
one of the few peer-to-peer foundational
layers<02:14:11.650><c> the</c><02:14:12.640><c> lilly</c><02:14:13.030><c> open</c><02:14:13.420><c> source</c><02:14:13.630><c> that</c><02:14:14.200><c> has</c><02:14:14.410><c> a</c>

02:14:14.430 --> 02:14:14.440 align:start position:0%
layers the lilly open source that has a
 

02:14:14.440 --> 02:14:16.680 align:start position:0%
layers the lilly open source that has a
public<02:14:14.980><c> security</c><02:14:15.340><c> audit</c><02:14:16.030><c> and</c><02:14:16.210><c> you</c><02:14:16.240><c> can</c><02:14:16.480><c> see</c>

02:14:16.680 --> 02:14:16.690 align:start position:0%
public security audit and you can see
 

02:14:16.690 --> 02:14:19.050 align:start position:0%
public security audit and you can see
where<02:14:17.290><c> our</c><02:14:17.740><c> vulnerabilities</c><02:14:18.490><c> are</c><02:14:18.670><c> what</c><02:14:18.940><c> we've</c>

02:14:19.050 --> 02:14:19.060 align:start position:0%
where our vulnerabilities are what we've
 

02:14:19.060 --> 02:14:22.650 align:start position:0%
where our vulnerabilities are what we've
done<02:14:19.210><c> about</c><02:14:19.360><c> them</c><02:14:19.830><c> as</c><02:14:20.830><c> some</c><02:14:21.310><c> i</c><02:14:21.700><c> think</c><02:14:22.030><c> is</c><02:14:22.300><c> f1</c>

02:14:22.650 --> 02:14:22.660 align:start position:0%
done about them as some i think is f1
 

02:14:22.660 --> 02:14:24.840 align:start position:0%
done about them as some i think is f1
and<02:14:23.020><c> maybe</c><02:14:23.770><c> some</c><02:14:23.980><c> others</c><02:14:24.220><c> have</c><02:14:24.430><c> mentioned</c>

02:14:24.840 --> 02:14:24.850 align:start position:0%
and maybe some others have mentioned
 

02:14:24.850 --> 02:14:27.150 align:start position:0%
and maybe some others have mentioned
there<02:14:25.720><c> are</c><02:14:25.750><c> some</c><02:14:25.900><c> generic</c><02:14:26.410><c> attacks</c><02:14:26.770><c> against</c>

02:14:27.150 --> 02:14:27.160 align:start position:0%
there are some generic attacks against
 

02:14:27.160 --> 02:14:28.620 align:start position:0%
there are some generic attacks against
peer-to-peer<02:14:27.370><c> networks</c><02:14:27.880><c> that</c><02:14:28.030><c> are</c><02:14:28.060><c> very</c><02:14:28.360><c> very</c>

02:14:28.620 --> 02:14:28.630 align:start position:0%
peer-to-peer networks that are very very
 

02:14:28.630 --> 02:14:31.110 align:start position:0%
peer-to-peer networks that are very very
hard<02:14:28.840><c> to</c><02:14:29.530><c> mitigate</c><02:14:30.160><c> against</c><02:14:30.430><c> in</c><02:14:30.640><c> the</c><02:14:30.790><c> general</c>

02:14:31.110 --> 02:14:31.120 align:start position:0%
hard to mitigate against in the general
 

02:14:31.120 --> 02:14:34.530 align:start position:0%
hard to mitigate against in the general
case<02:14:31.420><c> like</c><02:14:32.260><c> eclipse</c><02:14:32.500><c> attacks</c><02:14:33.210><c> civil</c><02:14:34.210><c> attacks</c>

02:14:34.530 --> 02:14:34.540 align:start position:0%
case like eclipse attacks civil attacks
 

02:14:34.540 --> 02:14:37.290 align:start position:0%
case like eclipse attacks civil attacks
things<02:14:34.930><c> like</c><02:14:35.080><c> this</c><02:14:35.260><c> so</c><02:14:35.890><c> there's</c><02:14:36.370><c> a</c><02:14:36.460><c> kind</c><02:14:37.150><c> of</c><02:14:37.210><c> a</c>

02:14:37.290 --> 02:14:37.300 align:start position:0%
things like this so there's a kind of a
 

02:14:37.300 --> 02:14:41.100 align:start position:0%
things like this so there's a kind of a
mix<02:14:37.510><c> of</c><02:14:37.780><c> attacks</c><02:14:38.230><c> that</c><02:14:38.530><c> are</c><02:14:39.070><c> very</c><02:14:39.790><c> hard</c><02:14:40.090><c> in</c><02:14:40.930><c> the</c>

02:14:41.100 --> 02:14:41.110 align:start position:0%
mix of attacks that are very hard in the
 

02:14:41.110 --> 02:14:43.080 align:start position:0%
mix of attacks that are very hard in the
general<02:14:41.410><c> case</c><02:14:41.620><c> to</c><02:14:41.950><c> mitigate</c><02:14:42.490><c> against</c><02:14:42.910><c> and</c>

02:14:43.080 --> 02:14:43.090 align:start position:0%
general case to mitigate against and
 

02:14:43.090 --> 02:14:46.410 align:start position:0%
general case to mitigate against and
then<02:14:43.260><c> all</c><02:14:44.260><c> the</c><02:14:44.470><c> way</c><02:14:44.590><c> to</c><02:14:44.620><c> specific</c><02:14:45.610><c> codes</c><02:14:45.820><c> bugs</c>

02:14:46.410 --> 02:14:46.420 align:start position:0%
then all the way to specific codes bugs
 

02:14:46.420 --> 02:14:49.950 align:start position:0%
then all the way to specific codes bugs
in<02:14:46.600><c> our</c><02:14:46.780><c> code</c><02:14:47.080><c> that</c><02:14:47.350><c> we</c><02:14:47.530><c> have</c><02:14:48.150><c> patched</c><02:14:49.150><c> or</c><02:14:49.690><c> will</c>

02:14:49.950 --> 02:14:49.960 align:start position:0%
in our code that we have patched or will
 

02:14:49.960 --> 02:14:52.310 align:start position:0%
in our code that we have patched or will
patch<02:14:50.170><c> the</c><02:14:50.800><c> tongue</c><02:14:51.100><c> we</c><02:14:51.220><c> publish</c><02:14:51.850><c> the</c><02:14:51.970><c> report</c>

02:14:52.310 --> 02:14:52.320 align:start position:0%
patch the tongue we publish the report
 

02:14:52.320 --> 02:14:57.000 align:start position:0%
patch the tongue we publish the report
that's<02:14:53.320><c> coming</c><02:14:53.470><c> later</c><02:14:53.860><c> this</c><02:14:53.950><c> year</c><02:14:54.520><c> oh</c><02:14:55.680><c> yeah</c><02:14:56.680><c> so</c>

02:14:57.000 --> 02:14:57.010 align:start position:0%
that's coming later this year oh yeah so
 

02:14:57.010 --> 02:14:59.130 align:start position:0%
that's coming later this year oh yeah so
so<02:14:57.580><c> in</c><02:14:57.730><c> a</c><02:14:57.850><c> sense</c><02:14:58.090><c> we</c><02:14:58.330><c> like</c><02:14:58.510><c> to</c><02:14:58.630><c> describe</c><02:14:58.780><c> the</c>

02:14:59.130 --> 02:14:59.140 align:start position:0%
so in a sense we like to describe the
 

02:14:59.140 --> 02:15:01.530 align:start position:0%
so in a sense we like to describe the
PDB<02:14:59.530><c> as</c><02:14:59.620><c> a</c><02:14:59.650><c> modular</c><02:15:00.250><c> extensible</c><02:15:01.240><c> peer-to-peer</c>

02:15:01.530 --> 02:15:01.540 align:start position:0%
PDB as a modular extensible peer-to-peer
 

02:15:01.540 --> 02:15:04.640 align:start position:0%
PDB as a modular extensible peer-to-peer
networking<02:15:02.140><c> stack</c>

02:15:04.640 --> 02:15:04.650 align:start position:0%
 
 

02:15:04.650 --> 02:15:07.000 align:start position:0%
 
I<02:15:04.730><c> mentioned</c><02:15:05.730><c> earlier</c><02:15:06.090><c> that</c><02:15:06.150><c> we</c><02:15:06.480><c> have</c>

02:15:07.000 --> 02:15:07.010 align:start position:0%
I mentioned earlier that we have
 

02:15:07.010 --> 02:15:09.380 align:start position:0%
I mentioned earlier that we have
implementations<02:15:08.010><c> of</c><02:15:08.130><c> limb</c><02:15:08.340><c> p2p</c><02:15:08.730><c> in</c><02:15:08.910><c> multiple</c>

02:15:09.380 --> 02:15:09.390 align:start position:0%
implementations of limb p2p in multiple
 

02:15:09.390 --> 02:15:11.930 align:start position:0%
implementations of limb p2p in multiple
different<02:15:09.540><c> programming</c><02:15:10.140><c> languages</c><02:15:10.560><c> so</c><02:15:11.340><c> this</c>

02:15:11.930 --> 02:15:11.940 align:start position:0%
different programming languages so this
 

02:15:11.940 --> 02:15:13.430 align:start position:0%
different programming languages so this
came<02:15:12.150><c> about</c><02:15:12.360><c> largely</c><02:15:12.600><c> because</c><02:15:13.170><c> of</c><02:15:13.200><c> the</c>

02:15:13.430 --> 02:15:13.440 align:start position:0%
came about largely because of the
 

02:15:13.440 --> 02:15:17.990 align:start position:0%
came about largely because of the
etherium<02:15:13.860><c> 2.0</c><02:15:15.350><c> project</c><02:15:16.350><c> and</c><02:15:16.620><c> one</c><02:15:17.310><c> slip</c><02:15:17.580><c> p2p</c>

02:15:17.990 --> 02:15:18.000 align:start position:0%
etherium 2.0 project and one slip p2p
 

02:15:18.000 --> 02:15:20.180 align:start position:0%
etherium 2.0 project and one slip p2p
got<02:15:18.210><c> locked</c><02:15:18.480><c> into</c><02:15:18.690><c> the</c><02:15:18.930><c> specification</c><02:15:19.320><c> for</c>

02:15:20.180 --> 02:15:20.190 align:start position:0%
got locked into the specification for
 

02:15:20.190 --> 02:15:23.360 align:start position:0%
got locked into the specification for
how<02:15:21.080><c> aetherium</c><02:15:22.080><c> 2.0</c><02:15:22.590><c> nodes</c><02:15:22.860><c> are</c><02:15:23.070><c> going</c><02:15:23.250><c> to</c>

02:15:23.360 --> 02:15:23.370 align:start position:0%
how aetherium 2.0 nodes are going to
 

02:15:23.370 --> 02:15:25.550 align:start position:0%
how aetherium 2.0 nodes are going to
communicate<02:15:23.910><c> then</c><02:15:24.480><c> we</c><02:15:25.200><c> had</c><02:15:25.320><c> a</c><02:15:25.350><c> situation</c>

02:15:25.550 --> 02:15:25.560 align:start position:0%
communicate then we had a situation
 

02:15:25.560 --> 02:15:28.760 align:start position:0%
communicate then we had a situation
where<02:15:26.160><c> a</c><02:15:26.460><c> theory</c><02:15:26.970><c> of</c><02:15:27.030><c> 2.0</c><02:15:27.570><c> wanted</c><02:15:28.110><c> nodes</c><02:15:28.410><c> in</c>

02:15:28.760 --> 02:15:28.770 align:start position:0%
where a theory of 2.0 wanted nodes in
 

02:15:28.770 --> 02:15:31.430 align:start position:0%
where a theory of 2.0 wanted nodes in
many<02:15:29.040><c> different</c><02:15:29.310><c> programming</c><02:15:29.880><c> languages</c><02:15:30.480><c> and</c>

02:15:31.430 --> 02:15:31.440 align:start position:0%
many different programming languages and
 

02:15:31.440 --> 02:15:33.890 align:start position:0%
many different programming languages and
that<02:15:32.400><c> meant</c><02:15:32.730><c> that</c><02:15:32.790><c> we</c><02:15:33.000><c> needed</c><02:15:33.300><c> to</c><02:15:33.450><c> have</c><02:15:33.600><c> limb</c>

02:15:33.890 --> 02:15:33.900 align:start position:0%
that meant that we needed to have limb
 

02:15:33.900 --> 02:15:35.720 align:start position:0%
that meant that we needed to have limb
p2p<02:15:34.350><c> implementations</c><02:15:35.190><c> in</c><02:15:35.400><c> many</c><02:15:35.550><c> different</c>

02:15:35.720 --> 02:15:35.730 align:start position:0%
p2p implementations in many different
 

02:15:35.730 --> 02:15:38.600 align:start position:0%
p2p implementations in many different
programming<02:15:36.240><c> languages</c><02:15:36.600><c> and</c><02:15:37.140><c> so</c><02:15:37.740><c> some</c><02:15:38.310><c> of</c><02:15:38.460><c> the</c>

02:15:38.600 --> 02:15:38.610 align:start position:0%
programming languages and so some of the
 

02:15:38.610 --> 02:15:40.580 align:start position:0%
programming languages and so some of the
people<02:15:39.150><c> who</c><02:15:39.420><c> some</c><02:15:39.810><c> of</c><02:15:39.840><c> the</c><02:15:39.960><c> authors</c><02:15:40.290><c> of</c><02:15:40.320><c> those</c>

02:15:40.580 --> 02:15:40.590 align:start position:0%
people who some of the authors of those
 

02:15:40.590 --> 02:15:43.430 align:start position:0%
people who some of the authors of those
are<02:15:40.770><c> in</c><02:15:40.860><c> this</c><02:15:40.980><c> room</c><02:15:41.390><c> some</c><02:15:42.390><c> of</c><02:15:42.450><c> those</c><02:15:42.660><c> are</c><02:15:42.840><c> some</c>

02:15:43.430 --> 02:15:43.440 align:start position:0%
are in this room some of those are some
 

02:15:43.440 --> 02:15:46.460 align:start position:0%
are in this room some of those are some
of<02:15:43.590><c> the</c><02:15:43.680><c> more</c><02:15:43.860><c> advanced</c><02:15:44.280><c> folks</c><02:15:44.840><c> I</c><02:15:45.840><c> think</c>

02:15:46.460 --> 02:15:46.470 align:start position:0%
of the more advanced folks I think
 

02:15:46.470 --> 02:15:47.750 align:start position:0%
of the more advanced folks I think
probably<02:15:46.680><c> all</c><02:15:46.950><c> of</c><02:15:46.980><c> them</c><02:15:47.250><c> are</c><02:15:47.460><c> at</c><02:15:47.580><c> this</c>

02:15:47.750 --> 02:15:47.760 align:start position:0%
probably all of them are at this
 

02:15:47.760 --> 02:15:49.610 align:start position:0%
probably all of them are at this
conference<02:15:47.970><c> somewhere</c><02:15:48.870><c> so</c><02:15:49.050><c> you</c><02:15:49.080><c> can</c>

02:15:49.610 --> 02:15:49.620 align:start position:0%
conference somewhere so you can
 

02:15:49.620 --> 02:15:51.590 align:start position:0%
conference somewhere so you can
certainly<02:15:49.950><c> feel</c><02:15:50.550><c> have</c><02:15:50.730><c> opportunities</c><02:15:51.360><c> to</c><02:15:51.390><c> run</c>

02:15:51.590 --> 02:15:51.600 align:start position:0%
certainly feel have opportunities to run
 

02:15:51.600 --> 02:15:55.070 align:start position:0%
certainly feel have opportunities to run
into<02:15:51.900><c> them</c><02:15:52.050><c> but</c><02:15:52.380><c> in</c><02:15:53.340><c> the</c><02:15:53.490><c> beginning</c><02:15:53.790><c> was</c><02:15:54.750><c> jazz</c>

02:15:55.070 --> 02:15:55.080 align:start position:0%
into them but in the beginning was jazz
 

02:15:55.080 --> 02:15:57.260 align:start position:0%
into them but in the beginning was jazz
flip<02:15:55.410><c> p2p</c><02:15:55.830><c> and</c><02:15:56.010><c> go</c><02:15:56.220><c> lucky</c><02:15:56.610><c> to</c><02:15:56.700><c> be</c><02:15:56.850><c> those</c><02:15:57.090><c> are</c>

02:15:57.260 --> 02:15:57.270 align:start position:0%
flip p2p and go lucky to be those are
 

02:15:57.270 --> 02:16:00.200 align:start position:0%
flip p2p and go lucky to be those are
the<02:15:57.360><c> first</c><02:15:57.540><c> two</c><02:15:57.720><c> implementations</c><02:15:58.760><c> rust</c><02:15:59.760><c> that</c>

02:16:00.200 --> 02:16:00.210 align:start position:0%
the first two implementations rust that
 

02:16:00.210 --> 02:16:01.640 align:start position:0%
the first two implementations rust that
came<02:16:00.450><c> along</c><02:16:00.690><c> that</c><02:16:00.750><c> was</c><02:16:01.020><c> developed</c><02:16:01.500><c> by</c><02:16:01.620><c> the</c>

02:16:01.640 --> 02:16:01.650 align:start position:0%
came along that was developed by the
 

02:16:01.650 --> 02:16:04.730 align:start position:0%
came along that was developed by the
folks<02:16:01.920><c> of</c><02:16:02.100><c> Paradis</c><02:16:02.520><c> and</c><02:16:03.150><c> then</c><02:16:03.750><c> since</c><02:16:04.560><c> then</c>

02:16:04.730 --> 02:16:04.740 align:start position:0%
folks of Paradis and then since then
 

02:16:04.740 --> 02:16:06.170 align:start position:0%
folks of Paradis and then since then
we've<02:16:04.920><c> had</c><02:16:04.950><c> four</c><02:16:05.520><c> new</c><02:16:05.760><c> language</c>

02:16:06.170 --> 02:16:06.180 align:start position:0%
we've had four new language
 

02:16:06.180 --> 02:16:09.740 align:start position:0%
we've had four new language
implementations<02:16:06.960><c> of</c><02:16:07.110><c> Lippe</c><02:16:07.410><c> 2p</c><02:16:07.680><c> and</c><02:16:08.750><c> we're</c>

02:16:09.740 --> 02:16:09.750 align:start position:0%
implementations of Lippe 2p and we're
 

02:16:09.750 --> 02:16:12.220 align:start position:0%
implementations of Lippe 2p and we're
really<02:16:09.930><c> excited</c><02:16:10.140><c> to</c><02:16:10.710><c> have</c><02:16:10.740><c> so</c><02:16:11.250><c> many</c><02:16:11.430><c> different</c>

02:16:12.220 --> 02:16:12.230 align:start position:0%
really excited to have so many different
 

02:16:12.230 --> 02:16:14.630 align:start position:0%
really excited to have so many different
interoperable<02:16:13.230><c> programming</c><02:16:13.800><c> languages</c><02:16:14.310><c> all</c>

02:16:14.630 --> 02:16:14.640 align:start position:0%
interoperable programming languages all
 

02:16:14.640 --> 02:16:17.500 align:start position:0%
interoperable programming languages all
implementing<02:16:15.480><c> the</c><02:16:15.600><c> same</c><02:16:15.840><c> live</c><02:16:16.560><c> p2p</c>

02:16:17.500 --> 02:16:17.510 align:start position:0%
implementing the same live p2p
 

02:16:17.510 --> 02:16:21.280 align:start position:0%
implementing the same live p2p
specifications<02:16:18.510><c> I</c><02:16:19.400><c> have</c><02:16:20.400><c> a</c><02:16:20.460><c> little</c><02:16:20.700><c> bit</c><02:16:20.850><c> here</c>

02:16:21.280 --> 02:16:21.290 align:start position:0%
specifications I have a little bit here
 

02:16:21.290 --> 02:16:24.910 align:start position:0%
specifications I have a little bit here
it's<02:16:22.290><c> give</c><02:16:22.440><c> them</c><02:16:22.530><c> through</c><02:16:22.740><c> this</c><02:16:22.950><c> but</c><02:16:23.280><c> just</c><02:16:23.630><c> the</c>

02:16:24.910 --> 02:16:24.920 align:start position:0%
it's give them through this but just the
 

02:16:24.920 --> 02:16:27.350 align:start position:0%
it's give them through this but just the
kind<02:16:25.920><c> of</c><02:16:25.950><c> the</c><02:16:26.040><c> most</c><02:16:26.220><c> mature</c><02:16:26.430><c> implementations</c>

02:16:27.350 --> 02:16:27.360 align:start position:0%
kind of the most mature implementations
 

02:16:27.360 --> 02:16:30.290 align:start position:0%
kind of the most mature implementations
right<02:16:27.600><c> now</c><02:16:27.810><c> rjs</c><02:16:28.770><c> go</c><02:16:29.430><c> and</c><02:16:29.610><c> rust</c><02:16:29.850><c> they</c><02:16:30.090><c> have</c><02:16:30.210><c> the</c>

02:16:30.290 --> 02:16:30.300 align:start position:0%
right now rjs go and rust they have the
 

02:16:30.300 --> 02:16:33.260 align:start position:0%
right now rjs go and rust they have the
most<02:16:30.510><c> features</c><02:16:30.980><c> we</c><02:16:31.980><c> often</c><02:16:32.340><c> treat</c><02:16:32.580><c> goes</c><02:16:32.880><c> sort</c>

02:16:33.260 --> 02:16:33.270 align:start position:0%
most features we often treat goes sort
 

02:16:33.270 --> 02:16:35.300 align:start position:0%
most features we often treat goes sort
of<02:16:33.330><c> the</c><02:16:33.450><c> reference</c><02:16:33.990><c> implementation</c><02:16:34.310><c> we're</c>

02:16:35.300 --> 02:16:35.310 align:start position:0%
of the reference implementation we're
 

02:16:35.310 --> 02:16:37.190 align:start position:0%
of the reference implementation we're
trying<02:16:35.490><c> to</c><02:16:35.550><c> move</c><02:16:35.730><c> away</c><02:16:35.910><c> from</c><02:16:36.090><c> that</c><02:16:36.390><c> and</c><02:16:36.929><c> toward</c>

02:16:37.190 --> 02:16:37.200 align:start position:0%
trying to move away from that and toward
 

02:16:37.200 --> 02:16:40.340 align:start position:0%
trying to move away from that and toward
a<02:16:37.320><c> model</c><02:16:37.500><c> where</c><02:16:37.980><c> limb</c><02:16:38.550><c> p2p</c><02:16:39.000><c> is</c><02:16:39.030><c> spec</c><02:16:39.510><c> first</c><02:16:39.870><c> so</c>

02:16:40.340 --> 02:16:40.350 align:start position:0%
a model where limb p2p is spec first so
 

02:16:40.350 --> 02:16:43.669 align:start position:0%
a model where limb p2p is spec first so
lip<02:16:40.860><c> AP</c><02:16:41.219><c> itself</c><02:16:41.580><c> would</c><02:16:42.240><c> really</c><02:16:42.510><c> be</c><02:16:42.840><c> a</c><02:16:43.080><c> specimen</c>

02:16:43.669 --> 02:16:43.679 align:start position:0%
lip AP itself would really be a specimen
 

02:16:43.679 --> 02:16:46.340 align:start position:0%
lip AP itself would really be a specimen
not<02:16:43.890><c> a</c><02:16:43.920><c> not</c><02:16:44.429><c> a</c><02:16:44.730><c> library</c><02:16:45.300><c> but</c><02:16:45.750><c> a</c><02:16:45.780><c> specification</c>

02:16:46.340 --> 02:16:46.350 align:start position:0%
not a not a library but a specification
 

02:16:46.350 --> 02:16:50.030 align:start position:0%
not a not a library but a specification
for<02:16:46.800><c> creating</c><02:16:47.400><c> a</c><02:16:47.700><c> library</c><02:16:48.030><c> in</c><02:16:48.900><c> a</c><02:16:49.170><c> language</c><02:16:49.740><c> or</c>

02:16:50.030 --> 02:16:50.040 align:start position:0%
for creating a library in a language or
 

02:16:50.040 --> 02:16:52.419 align:start position:0%
for creating a library in a language or
on<02:16:50.250><c> any</c><02:16:50.550><c> device</c><02:16:51.000><c> or</c><02:16:51.240><c> platform</c><02:16:51.390><c> that</c><02:16:51.870><c> you</c><02:16:51.960><c> want</c>

02:16:52.419 --> 02:16:52.429 align:start position:0%
on any device or platform that you want
 

02:16:52.429 --> 02:16:55.940 align:start position:0%
on any device or platform that you want
to<02:16:53.429><c> implement</c><02:16:54.140><c> peer-to-peer</c><02:16:55.140><c> functionality</c>

02:16:55.940 --> 02:16:55.950 align:start position:0%
to implement peer-to-peer functionality
 

02:16:55.950 --> 02:16:57.500 align:start position:0%
to implement peer-to-peer functionality
and<02:16:56.280><c> then</c><02:16:56.670><c> these</c><02:16:56.880><c> are</c><02:16:56.940><c> some</c><02:16:57.060><c> of</c><02:16:57.300><c> the</c><02:16:57.390><c> new</c>

02:16:57.500 --> 02:16:57.510 align:start position:0%
and then these are some of the new
 

02:16:57.510 --> 02:16:58.009 align:start position:0%
and then these are some of the new
relying

02:16:58.009 --> 02:16:58.019 align:start position:0%
relying
 

02:16:58.019 --> 02:17:00.620 align:start position:0%
relying
as<02:16:58.139><c> I</c><02:16:58.710><c> showed</c><02:16:59.519><c> this</c><02:16:59.729><c> on</c><02:16:59.909><c> the</c><02:17:00.000><c> previous</c><02:17:00.359><c> slide</c>

02:17:00.620 --> 02:17:00.630 align:start position:0%
as I showed this on the previous slide
 

02:17:00.630 --> 02:17:03.830 align:start position:0%
as I showed this on the previous slide
but<02:17:01.439><c> they're</c><02:17:02.099><c> they're</c><02:17:02.699><c> coming</c><02:17:03.090><c> along</c>

02:17:03.830 --> 02:17:03.840 align:start position:0%
but they're they're coming along
 

02:17:03.840 --> 02:17:06.469 align:start position:0%
but they're they're coming along
each<02:17:04.170><c> one</c><02:17:04.500><c> is</c><02:17:04.710><c> releasing</c><02:17:05.069><c> on</c><02:17:05.369><c> its</c><02:17:05.550><c> own</c><02:17:05.729><c> early</c>

02:17:06.469 --> 02:17:06.479 align:start position:0%
each one is releasing on its own early
 

02:17:06.479 --> 02:17:10.879 align:start position:0%
each one is releasing on its own early
cycle<02:17:06.779><c> and</c><02:17:08.239><c> and</c><02:17:09.239><c> they're</c><02:17:09.840><c> all</c><02:17:09.989><c> making</c><02:17:10.590><c> good</c>

02:17:10.879 --> 02:17:10.889 align:start position:0%
cycle and and they're all making good
 

02:17:10.889 --> 02:17:13.549 align:start position:0%
cycle and and they're all making good
progress<02:17:11.840><c> now</c><02:17:12.840><c> I</c><02:17:12.869><c> just</c><02:17:12.989><c> want</c><02:17:13.289><c> to</c><02:17:13.319><c> talk</c><02:17:13.469><c> a</c>

02:17:13.549 --> 02:17:13.559 align:start position:0%
progress now I just want to talk a
 

02:17:13.559 --> 02:17:15.500 align:start position:0%
progress now I just want to talk a
little<02:17:13.739><c> bit</c><02:17:13.889><c> about</c><02:17:13.920><c> what's</c><02:17:14.639><c> coming</c><02:17:14.849><c> next</c><02:17:15.059><c> in</c>

02:17:15.500 --> 02:17:15.510 align:start position:0%
little bit about what's coming next in
 

02:17:15.510 --> 02:17:18.080 align:start position:0%
little bit about what's coming next in
Limpy<02:17:15.989><c> tepee</c><02:17:16.260><c> we</c><02:17:17.099><c> have</c><02:17:17.250><c> a</c><02:17:17.279><c> lot</c><02:17:17.519><c> of</c><02:17:17.550><c> things</c><02:17:17.880><c> that</c>

02:17:18.080 --> 02:17:18.090 align:start position:0%
Limpy tepee we have a lot of things that
 

02:17:18.090 --> 02:17:19.509 align:start position:0%
Limpy tepee we have a lot of things that
we're<02:17:18.210><c> working</c><02:17:18.239><c> on</c><02:17:18.599><c> in</c><02:17:18.750><c> the</c><02:17:18.840><c> project</c>

02:17:19.509 --> 02:17:19.519 align:start position:0%
we're working on in the project
 

02:17:19.519 --> 02:17:23.269 align:start position:0%
we're working on in the project
so<02:17:20.519><c> I</c><02:17:20.819><c> mentioned</c><02:17:21.319><c> the</c><02:17:22.319><c> new</c><02:17:22.469><c> languages</c><02:17:22.949><c> are</c><02:17:23.159><c> at</c>

02:17:23.269 --> 02:17:23.279 align:start position:0%
so I mentioned the new languages are at
 

02:17:23.279 --> 02:17:26.059 align:start position:0%
so I mentioned the new languages are at
varying<02:17:23.609><c> levels</c><02:17:23.670><c> of</c><02:17:24.090><c> maturity</c><02:17:24.800><c> we</c><02:17:25.800><c> had</c><02:17:25.949><c> to</c>

02:17:26.059 --> 02:17:26.069 align:start position:0%
varying levels of maturity we had to
 

02:17:26.069 --> 02:17:28.160 align:start position:0%
varying levels of maturity we had to
mean<02:17:26.219><c> a</c><02:17:26.250><c> minimum</c><02:17:26.760><c> or</c><02:17:26.939><c> sorry</c><02:17:27.359><c> the</c><02:17:27.569><c> implementers</c>

02:17:28.160 --> 02:17:28.170 align:start position:0%
mean a minimum or sorry the implementers
 

02:17:28.170 --> 02:17:31.729 align:start position:0%
mean a minimum or sorry the implementers
of<02:17:28.460><c> each</c><02:17:29.460><c> language</c><02:17:29.849><c> had</c><02:17:30.510><c> to</c><02:17:30.659><c> meet</c><02:17:30.899><c> a</c><02:17:31.229><c> minimum</c>

02:17:31.729 --> 02:17:31.739 align:start position:0%
of each language had to meet a minimum
 

02:17:31.739 --> 02:17:34.419 align:start position:0%
of each language had to meet a minimum
set<02:17:32.279><c> of</c><02:17:32.369><c> requirements</c><02:17:32.760><c> okay</c><02:17:33.389><c> one</c><02:17:33.569><c> minute</c>

02:17:34.419 --> 02:17:34.429 align:start position:0%
set of requirements okay one minute
 

02:17:34.429 --> 02:17:37.219 align:start position:0%
set of requirements okay one minute
minimum<02:17:35.429><c> set</c><02:17:35.579><c> of</c><02:17:35.639><c> requirements</c><02:17:36.000><c> for</c><02:17:36.449><c> each</c><02:17:36.599><c> 2.0</c>

02:17:37.219 --> 02:17:37.229 align:start position:0%
minimum set of requirements for each 2.0
 

02:17:37.229 --> 02:17:39.319 align:start position:0%
minimum set of requirements for each 2.0
now<02:17:37.260><c> we're</c><02:17:37.710><c> trying</c><02:17:37.949><c> to</c><02:17:38.039><c> build</c><02:17:38.189><c> up</c><02:17:38.519><c> on</c><02:17:38.849><c> top</c><02:17:39.000><c> of</c>

02:17:39.319 --> 02:17:39.329 align:start position:0%
now we're trying to build up on top of
 

02:17:39.329 --> 02:17:43.189 align:start position:0%
now we're trying to build up on top of
that<02:17:39.510><c> and</c><02:17:39.869><c> enhance</c><02:17:40.139><c> that</c><02:17:41.210><c> testing</c><02:17:42.210><c> and</c><02:17:42.449><c> a</c>

02:17:43.189 --> 02:17:43.199 align:start position:0%
that and enhance that testing and a
 

02:17:43.199 --> 02:17:45.080 align:start position:0%
that and enhance that testing and a
visualization<02:17:44.069><c> of</c><02:17:44.219><c> distributed</c><02:17:44.729><c> systems</c><02:17:45.000><c> is</c>

02:17:45.080 --> 02:17:45.090 align:start position:0%
visualization of distributed systems is
 

02:17:45.090 --> 02:17:47.719 align:start position:0%
visualization of distributed systems is
a<02:17:45.119><c> really</c><02:17:45.630><c> really</c><02:17:45.750><c> hard</c><02:17:45.929><c> problem</c><02:17:46.429><c> it</c><02:17:47.429><c> doesn't</c>

02:17:47.719 --> 02:17:47.729 align:start position:0%
a really really hard problem it doesn't
 

02:17:47.729 --> 02:17:48.859 align:start position:0%
a really really hard problem it doesn't
matter<02:17:47.880><c> whether</c><02:17:48.119><c> they're</c><02:17:48.359><c> create</c><02:17:48.569><c> a</c><02:17:48.599><c> peer</c><02:17:48.840><c> or</c>

02:17:48.859 --> 02:17:48.869 align:start position:0%
matter whether they're create a peer or
 

02:17:48.869 --> 02:17:51.139 align:start position:0%
matter whether they're create a peer or
or<02:17:49.170><c> or</c><02:17:49.529><c> or</c><02:17:49.800><c> centralized</c><02:17:50.309><c> it's</c><02:17:50.639><c> still</c><02:17:50.880><c> a</c><02:17:50.909><c> hard</c>

02:17:51.139 --> 02:17:51.149 align:start position:0%
or or or centralized it's still a hard
 

02:17:51.149 --> 02:17:53.000 align:start position:0%
or or or centralized it's still a hard
problem<02:17:51.359><c> but</c><02:17:51.899><c> it's</c><02:17:52.050><c> particularly</c><02:17:52.469><c> hard</c><02:17:52.829><c> at</c>

02:17:53.000 --> 02:17:53.010 align:start position:0%
problem but it's particularly hard at
 

02:17:53.010 --> 02:17:55.639 align:start position:0%
problem but it's particularly hard at
your<02:17:53.159><c> computer</c><02:17:53.550><c> so</c><02:17:54.119><c> both</c><02:17:54.750><c> it's</c><02:17:54.929><c> 2</c><02:17:55.050><c> &amp;</c><02:17:55.170><c> 4</c><02:17:55.349><c> there</c>

02:17:55.639 --> 02:17:55.649 align:start position:0%
your computer so both it's 2 &amp; 4 there
 

02:17:55.649 --> 02:17:57.379 align:start position:0%
your computer so both it's 2 &amp; 4 there
what<02:17:56.069><c> we're</c><02:17:56.189><c> focusing</c><02:17:56.639><c> on</c><02:17:56.789><c> in</c><02:17:57.000><c> terms</c><02:17:57.210><c> of</c>

02:17:57.379 --> 02:17:57.389 align:start position:0%
what we're focusing on in terms of
 

02:17:57.389 --> 02:18:00.799 align:start position:0%
what we're focusing on in terms of
trying<02:17:57.659><c> to</c><02:17:57.779><c> make</c><02:17:58.019><c> the</c><02:17:58.260><c> system</c><02:17:59.010><c> less</c><02:17:59.340><c> okay</c><02:17:59.809><c> spec</c>

02:18:00.799 --> 02:18:00.809 align:start position:0%
trying to make the system less okay spec
 

02:18:00.809 --> 02:18:02.479 align:start position:0%
trying to make the system less okay spec
first<02:18:01.109><c> I</c><02:18:01.319><c> mentioned</c><02:18:01.739><c> we</c><02:18:01.979><c> also</c><02:18:02.159><c> want</c><02:18:02.429><c> to</c>

02:18:02.479 --> 02:18:02.489 align:start position:0%
first I mentioned we also want to
 

02:18:02.489 --> 02:18:04.759 align:start position:0%
first I mentioned we also want to
improve<02:18:02.609><c> documentation</c><02:18:03.119><c> and</c><02:18:04.019><c> we</c><02:18:04.590><c> have</c><02:18:04.739><c> a</c>

02:18:04.759 --> 02:18:04.769 align:start position:0%
improve documentation and we have a
 

02:18:04.769 --> 02:18:07.219 align:start position:0%
improve documentation and we have a
variety<02:18:05.159><c> of</c><02:18:05.399><c> features</c><02:18:05.699><c> that</c><02:18:05.909><c> we</c><02:18:06.779><c> want</c><02:18:06.989><c> to</c><02:18:07.050><c> add</c>

02:18:07.219 --> 02:18:07.229 align:start position:0%
variety of features that we want to add
 

02:18:07.229 --> 02:18:09.620 align:start position:0%
variety of features that we want to add
I<02:18:07.590><c> will</c><02:18:08.279><c> not</c><02:18:08.579><c> go</c><02:18:08.729><c> into</c><02:18:08.849><c> but</c><02:18:09.149><c> I</c><02:18:09.179><c> think</c><02:18:09.449><c> you'll</c>

02:18:09.620 --> 02:18:09.630 align:start position:0%
I will not go into but I think you'll
 

02:18:09.630 --> 02:18:12.469 align:start position:0%
I will not go into but I think you'll
hear<02:18:09.840><c> more</c><02:18:10.170><c> about</c><02:18:10.229><c> that</c><02:18:10.469><c> from</c><02:18:10.679><c> role</c><02:18:11.279><c> so</c><02:18:12.239><c> here</c>

02:18:12.469 --> 02:18:12.479 align:start position:0%
hear more about that from role so here
 

02:18:12.479 --> 02:18:14.059 align:start position:0%
hear more about that from role so here
are<02:18:12.569><c> the</c><02:18:12.689><c> two</c><02:18:12.869><c> talks</c><02:18:13.109><c> I</c><02:18:13.319><c> mentioned</c><02:18:13.769><c> this</c><02:18:13.889><c> is</c>

02:18:14.059 --> 02:18:14.069 align:start position:0%
are the two talks I mentioned this is
 

02:18:14.069 --> 02:18:16.819 align:start position:0%
are the two talks I mentioned this is
the<02:18:14.250><c> my</c><02:18:14.399><c> plug</c><02:18:14.639><c> for</c><02:18:14.939><c> roles</c><02:18:15.599><c> to</c><02:18:15.840><c> talks</c><02:18:16.139><c> one</c><02:18:16.710><c> of</c>

02:18:16.819 --> 02:18:16.829 align:start position:0%
the my plug for roles to talks one of
 

02:18:16.829 --> 02:18:18.469 align:start position:0%
the my plug for roles to talks one of
them<02:18:16.949><c> is</c><02:18:17.069><c> coming</c><02:18:17.250><c> up</c><02:18:17.429><c> in</c><02:18:17.579><c> two</c><02:18:17.699><c> hours</c><02:18:17.729><c> you</c>

02:18:18.469 --> 02:18:18.479 align:start position:0%
them is coming up in two hours you
 

02:18:18.479 --> 02:18:20.259 align:start position:0%
them is coming up in two hours you
should<02:18:18.510><c> absolutely</c><02:18:18.899><c> go</c><02:18:19.260><c> to</c><02:18:19.289><c> it</c><02:18:19.559><c> it's</c><02:18:19.769><c> indeed</c>

02:18:20.259 --> 02:18:20.269 align:start position:0%
should absolutely go to it it's indeed
 

02:18:20.269 --> 02:18:23.689 align:start position:0%
should absolutely go to it it's indeed
it's<02:18:21.269><c> and</c><02:18:22.229><c> then</c><02:18:22.559><c> the</c><02:18:22.679><c> second</c><02:18:23.039><c> one</c><02:18:23.309><c> the</c><02:18:23.519><c> more</c>

02:18:23.689 --> 02:18:23.699 align:start position:0%
it's and then the second one the more
 

02:18:23.699 --> 02:18:25.639 align:start position:0%
it's and then the second one the more
advanced<02:18:24.000><c> one</c><02:18:24.300><c> that</c><02:18:24.449><c> focuses</c><02:18:24.840><c> on</c><02:18:24.960><c> gossip</c><02:18:25.409><c> sub</c>

02:18:25.639 --> 02:18:25.649 align:start position:0%
advanced one that focuses on gossip sub
 

02:18:25.649 --> 02:18:31.459 align:start position:0%
advanced one that focuses on gossip sub
will<02:18:26.219><c> be</c><02:18:26.489><c> tomorrow</c><02:18:27.359><c> at</c><02:18:28.219><c> 1455</c><02:18:29.250><c> in</c><02:18:29.609><c> v10</c><02:18:30.469><c> check</c>

02:18:31.459 --> 02:18:31.469 align:start position:0%
will be tomorrow at 1455 in v10 check
 

02:18:31.469 --> 02:18:33.349 align:start position:0%
will be tomorrow at 1455 in v10 check
the<02:18:31.649><c> schedule</c><02:18:32.010><c> this</c><02:18:32.670><c> is</c><02:18:32.729><c> from</c><02:18:33.029><c> the</c><02:18:33.119><c> official</c>

02:18:33.349 --> 02:18:33.359 align:start position:0%
the schedule this is from the official
 

02:18:33.359 --> 02:18:35.569 align:start position:0%
the schedule this is from the official
DEFCON<02:18:34.139><c> scheduled</c><02:18:34.559><c> but</c><02:18:34.769><c> if</c><02:18:34.889><c> design</c><02:18:35.189><c> changes</c>

02:18:35.569 --> 02:18:35.579 align:start position:0%
DEFCON scheduled but if design changes
 

02:18:35.579 --> 02:18:44.260 align:start position:0%
DEFCON scheduled but if design changes
will<02:18:36.239><c> be</c><02:18:36.359><c> on</c><02:18:36.479><c> there</c><02:18:36.659><c> Wow</c><02:18:36.779><c> all</c><02:18:37.409><c> right</c>

02:18:44.260 --> 02:18:44.270 align:start position:0%
 
 

02:18:44.270 --> 02:18:46.600 align:start position:0%
 
as<02:18:44.690><c> their</c><02:18:44.870><c> question</c><02:18:45.230><c> time</c><02:18:45.410><c> worship</c><02:18:45.710><c> is</c><02:18:46.160><c> just</c>

02:18:46.600 --> 02:18:46.610 align:start position:0%
as their question time worship is just
 

02:18:46.610 --> 02:18:47.590 align:start position:0%
as their question time worship is just
delicious

02:18:47.590 --> 02:18:47.600 align:start position:0%
delicious
 

02:18:47.600 --> 02:18:50.410 align:start position:0%
delicious
okay<02:18:48.080><c> ghetto</c><02:18:48.890><c> so</c><02:18:49.280><c> do</c><02:18:49.490><c> you</c><02:18:49.550><c> think</c><02:18:49.580><c> the</c><02:18:50.150><c> other</c>

02:18:50.410 --> 02:18:50.420 align:start position:0%
okay ghetto so do you think the other
 

02:18:50.420 --> 02:18:52.210 align:start position:0%
okay ghetto so do you think the other
pyramid<02:18:50.810><c> not</c><02:18:50.900><c> even</c><02:18:51.170><c> sees</c><02:18:51.320><c> that</c><02:18:51.500><c> you</c><02:18:51.650><c> want</c><02:18:52.040><c> to</c>

02:18:52.210 --> 02:18:52.220 align:start position:0%
pyramid not even sees that you want to
 

02:18:52.220 --> 02:18:55.120 align:start position:0%
pyramid not even sees that you want to
be<02:18:52.910><c> oh</c><02:18:53.090><c> yes</c><02:18:53.570><c> we're</c><02:18:53.870><c> this</c><02:18:54.320><c> is</c><02:18:54.380><c> a</c><02:18:54.500><c> subject</c><02:18:54.830><c> we're</c>

02:18:55.120 --> 02:18:55.130 align:start position:0%
be oh yes we're this is a subject we're
 

02:18:55.130 --> 02:18:59.490 align:start position:0%
be oh yes we're this is a subject we're
very<02:18:55.310><c> interested</c><02:18:55.580><c> in</c><02:18:55.940><c> an</c><02:18:56.480><c> anonymous</c><02:18:56.840><c> DST</c>

02:18:59.490 --> 02:18:59.500 align:start position:0%
very interested in an anonymous DST
 

02:18:59.500 --> 02:19:03.940 align:start position:0%
very interested in an anonymous DST
privacy<02:19:00.500><c> issues</c><02:19:00.890><c> yes</c><02:19:01.730><c> sir</c><02:19:01.970><c> I</c><02:19:02.900><c> wouldn't</c><02:19:03.800><c> say</c>

02:19:03.940 --> 02:19:03.950 align:start position:0%
privacy issues yes sir I wouldn't say
 

02:19:03.950 --> 02:19:06.280 align:start position:0%
privacy issues yes sir I wouldn't say
that<02:19:04.100><c> we've</c><02:19:04.220><c> solved</c><02:19:04.670><c> it</c><02:19:04.760><c> yet</c><02:19:05.000><c> it's</c><02:19:05.360><c> uh</c><02:19:05.480><c> it's</c><02:19:06.170><c> a</c>

02:19:06.280 --> 02:19:06.290 align:start position:0%
that we've solved it yet it's uh it's a
 

02:19:06.290 --> 02:19:08.820 align:start position:0%
that we've solved it yet it's uh it's a
subject<02:19:06.650><c> of</c><02:19:06.740><c> interest</c><02:19:07.240><c> so</c><02:19:08.240><c> there's</c><02:19:08.480><c> a</c>

02:19:08.820 --> 02:19:08.830 align:start position:0%
subject of interest so there's a
 

02:19:08.830 --> 02:19:14.350 align:start position:0%
subject of interest so there's a
proposal<02:19:11.260><c> and</c><02:19:12.260><c> it's</c><02:19:13.160><c> basically</c><02:19:13.790><c> using</c><02:19:14.240><c> my</c>

02:19:14.350 --> 02:19:14.360 align:start position:0%
proposal and it's basically using my
 

02:19:14.360 --> 02:19:17.170 align:start position:0%
proposal and it's basically using my
morality<02:19:14.720><c> to</c><02:19:14.870><c> climb</c><02:19:15.110><c> on</c><02:19:15.500><c> the</c><02:19:15.560><c> TCP</c><02:19:16.010><c> layer</c><02:19:16.040><c> yes</c><02:19:17.000><c> I</c>

02:19:17.170 --> 02:19:17.180 align:start position:0%
morality to climb on the TCP layer yes I
 

02:19:17.180 --> 02:19:19.990 align:start position:0%
morality to climb on the TCP layer yes I
have<02:19:17.420><c> seen</c><02:19:17.630><c> this</c><02:19:17.810><c> of</c><02:19:18.050><c> a</c><02:19:18.500><c> new</c><02:19:18.680><c> space</c><02:19:19.010><c> well</c><02:19:19.610><c> yeah</c>

02:19:19.990 --> 02:19:20.000 align:start position:0%
have seen this of a new space well yeah
 

02:19:20.000 --> 02:19:22.510 align:start position:0%
have seen this of a new space well yeah
yeah<02:19:20.800><c> there</c><02:19:21.800><c> are</c><02:19:21.890><c> a</c><02:19:21.920><c> lot</c><02:19:22.100><c> of</c><02:19:22.130><c> different</c>

02:19:22.510 --> 02:19:22.520 align:start position:0%
yeah there are a lot of different
 

02:19:22.520 --> 02:19:24.130 align:start position:0%
yeah there are a lot of different
approaches<02:19:22.850><c> to</c><02:19:22.940><c> to</c><02:19:23.300><c> achieve</c><02:19:23.570><c> this</c><02:19:23.720><c> end</c><02:19:23.900><c> yeah</c>

02:19:24.130 --> 02:19:24.140 align:start position:0%
approaches to to achieve this end yeah
 

02:19:24.140 --> 02:19:40.870 align:start position:0%
approaches to to achieve this end yeah
we<02:19:24.770><c> would</c><02:19:24.920><c> like</c><02:19:25.070><c> this</c><02:19:35.020><c> are</c><02:19:38.980><c> either</c><02:19:39.980><c> broken</c><02:19:40.610><c> or</c>

02:19:40.870 --> 02:19:40.880 align:start position:0%
we would like this are either broken or
 

02:19:40.880 --> 02:19:43.240 align:start position:0%
we would like this are either broken or
easily<02:19:41.390><c> as</c><02:19:41.480><c> I</c><02:19:41.600><c> go</c><02:19:41.810><c> by</c><02:19:41.960><c> even</c><02:19:42.560><c> moderate</c><02:19:43.010><c> in</c><02:19:43.100><c> size</c>

02:19:43.240 --> 02:19:43.250 align:start position:0%
easily as I go by even moderate in size
 

02:19:43.250 --> 02:19:45.850 align:start position:0%
easily as I go by even moderate in size
nation<02:19:43.640><c> states</c><02:19:43.820><c> so</c><02:19:44.660><c> not</c><02:19:44.810><c> actually</c><02:19:45.080><c> there</c><02:19:45.350><c> so</c>

02:19:45.850 --> 02:19:45.860 align:start position:0%
nation states so not actually there so
 

02:19:45.860 --> 02:19:47.800 align:start position:0%
nation states so not actually there so
Billy's<02:19:46.160><c> building</c><02:19:46.850><c> must</c><02:19:47.030><c> work</c><02:19:47.180><c> those</c><02:19:47.390><c> systems</c>

02:19:47.800 --> 02:19:47.810 align:start position:0%
Billy's building must work those systems
 

02:19:47.810 --> 02:19:49.900 align:start position:0%
Billy's building must work those systems
are<02:19:47.960><c> deep</c><02:19:48.140><c> those</c><02:19:48.350><c> right</c><02:19:48.590><c> Mountain</c><02:19:49.010><c> foreign</c>

02:19:49.900 --> 02:19:49.910 align:start position:0%
are deep those right Mountain foreign
 

02:19:49.910 --> 02:19:54.131 align:start position:0%
are deep those right Mountain foreign
fighters<02:19:50.240><c> helping</c>

02:19:54.131 --> 02:19:54.141 align:start position:0%
 
 

02:19:54.141 --> 02:19:57.791 align:start position:0%
 
but<02:19:55.070><c> for</c><02:19:55.190><c> now</c><02:19:55.280><c> like</c><02:19:56.500><c> because</c><02:19:57.500><c> the</c><02:19:57.591><c> thing</c><02:19:57.771><c> is</c>

02:19:57.791 --> 02:19:57.801 align:start position:0%
but for now like because the thing is
 

02:19:57.801 --> 02:19:59.650 align:start position:0%
but for now like because the thing is
you<02:19:58.490><c> gotta</c><02:19:58.670><c> you</c><02:19:59.030><c> gotta</c><02:19:59.181><c> figure</c><02:19:59.330><c> out</c><02:19:59.450><c> which</c>

02:19:59.650 --> 02:19:59.660 align:start position:0%
you gotta you gotta figure out which
 

02:19:59.660 --> 02:20:01.270 align:start position:0%
you gotta you gotta figure out which
Frenchman<02:20:00.110><c> can</c><02:20:00.200><c> use</c><02:20:00.351><c> let's</c><02:20:00.681><c> manage</c><02:20:00.950><c> making</c><02:20:01.250><c> a</c>

02:20:01.270 --> 02:20:01.280 align:start position:0%
Frenchman can use let's manage making a
 

02:20:01.280 --> 02:20:05.200 align:start position:0%
Frenchman can use let's manage making a
privacy<02:20:01.641><c> or</c><02:20:01.730><c> a</c><02:20:01.761><c> that</c><02:20:03.160><c> but</c><02:20:04.160><c> you</c><02:20:04.670><c> in</c><02:20:04.761><c> a</c><02:20:04.790><c> fuse</c><02:20:05.000><c> or</c>

02:20:05.200 --> 02:20:05.210 align:start position:0%
privacy or a that but you in a fuse or
 

02:20:05.210 --> 02:20:09.791 align:start position:0%
privacy or a that but you in a fuse or
be<02:20:05.931><c> aware</c><02:20:06.110><c> look</c><02:20:06.351><c> like</c><02:20:06.471><c> probably</c><02:20:08.681><c> thank</c><02:20:09.681><c> you</c>

02:20:09.791 --> 02:20:09.801 align:start position:0%
be aware look like probably thank you
 

02:20:09.801 --> 02:20:11.501 align:start position:0%
be aware look like probably thank you
yeah<02:20:10.551><c> I</c><02:20:10.580><c> think</c><02:20:10.761><c> that's</c><02:20:10.971><c> a</c><02:20:11.061><c> really</c><02:20:11.271><c> good</c><02:20:11.360><c> at</c>

02:20:11.501 --> 02:20:11.511 align:start position:0%
yeah I think that's a really good at
 

02:20:11.511 --> 02:20:14.910 align:start position:0%
yeah I think that's a really good at
demo<02:20:11.690><c> okay</c><02:20:12.110><c> thank</c><02:20:12.351><c> you</c><02:20:12.410><c> for</c><02:20:12.500><c> your</c><02:20:12.620><c> time</c>

02:20:14.910 --> 02:20:14.920 align:start position:0%
 
 

02:20:14.920 --> 02:20:17.740 align:start position:0%
 
everybody<02:20:15.920><c> I'm</c><02:20:16.400><c> Molly</c><02:20:16.670><c> I'm</c><02:20:16.940><c> the</c><02:20:17.120><c> best</c><02:20:17.450><c> project</c>

02:20:17.740 --> 02:20:17.750 align:start position:0%
everybody I'm Molly I'm the best project
 

02:20:17.750 --> 02:20:19.180 align:start position:0%
everybody I'm Molly I'm the best project
week<02:20:17.900><c> and</c><02:20:18.380><c> I've</c><02:20:18.471><c> been</c><02:20:18.591><c> talking</c><02:20:18.801><c> to</c><02:20:18.860><c> a</c><02:20:18.920><c> little</c>

02:20:19.180 --> 02:20:19.190 align:start position:0%
week and I've been talking to a little
 

02:20:19.190 --> 02:20:20.770 align:start position:0%
week and I've been talking to a little
bit<02:20:19.311><c> about</c><02:20:19.490><c> ecosystem</c><02:20:20.061><c> growth</c><02:20:20.271><c> and</c><02:20:20.420><c> an</c><02:20:20.480><c> option</c>

02:20:20.770 --> 02:20:20.780 align:start position:0%
bit about ecosystem growth and an option
 

02:20:20.780 --> 02:20:22.570 align:start position:0%
bit about ecosystem growth and an option
my<02:20:21.261><c> slides</c><02:20:21.500><c> are</c><02:20:21.681><c> definitely</c><02:20:22.101><c> longer</c><02:20:22.341><c> than</c>

02:20:22.570 --> 02:20:22.580 align:start position:0%
my slides are definitely longer than
 

02:20:22.580 --> 02:20:24.280 align:start position:0%
my slides are definitely longer than
Mike's<02:20:22.790><c> so</c><02:20:23.091><c> I'm</c><02:20:23.181><c> gonna</c><02:20:23.271><c> go</c><02:20:23.420><c> real</c><02:20:23.721><c> fast</c><02:20:23.931><c> through</c>

02:20:24.280 --> 02:20:24.290 align:start position:0%
Mike's so I'm gonna go real fast through
 

02:20:24.290 --> 02:20:25.751 align:start position:0%
Mike's so I'm gonna go real fast through
some<02:20:24.500><c> of</c><02:20:24.620><c> these</c><02:20:24.740><c> examples</c><02:20:24.801><c> to</c><02:20:25.400><c> try</c><02:20:25.521><c> and</c><02:20:25.641><c> get</c>

02:20:25.751 --> 02:20:25.761 align:start position:0%
some of these examples to try and get
 

02:20:25.761 --> 02:20:28.030 align:start position:0%
some of these examples to try and get
this<02:20:25.851><c> up</c><02:20:26.000><c> but</c><02:20:26.570><c> if</c><02:20:26.780><c> I</c><02:20:26.900><c> don't</c><02:20:27.170><c> come</c><02:20:27.681><c> back</c><02:20:27.830><c> to</c><02:20:27.950><c> me</c>

02:20:28.030 --> 02:20:28.040 align:start position:0%
this up but if I don't come back to me
 

02:20:28.040 --> 02:20:29.200 align:start position:0%
this up but if I don't come back to me
afterward<02:20:28.341><c> for</c><02:20:28.521><c> where</c><02:20:28.761><c> we're</c><02:20:28.910><c> heading</c><02:20:29.181><c> next</c>

02:20:29.200 --> 02:20:29.210 align:start position:0%
afterward for where we're heading next
 

02:20:29.210 --> 02:20:30.970 align:start position:0%
afterward for where we're heading next
that's<02:20:29.900><c> the</c><02:20:30.021><c> part</c><02:20:30.230><c> that</c><02:20:30.261><c> moment</c><02:20:30.561><c> that</c><02:20:30.650><c> missing</c>

02:20:30.970 --> 02:20:30.980 align:start position:0%
that's the part that moment that missing
 

02:20:30.980 --> 02:20:33.100 align:start position:0%
that's the part that moment that missing
if<02:20:31.130><c> I</c><02:20:31.280><c> haven't</c><02:20:31.431><c> gonna</c><02:20:31.610><c> cut</c><02:20:31.790><c> off</c><02:20:31.880><c> so</c><02:20:32.420><c> feel</c><02:20:33.080><c> free</c>

02:20:33.100 --> 02:20:33.110 align:start position:0%
if I haven't gonna cut off so feel free
 

02:20:33.110 --> 02:20:36.761 align:start position:0%
if I haven't gonna cut off so feel free
to<02:20:33.230><c> chat</c><02:20:33.380><c> to</c><02:20:33.500><c> me</c><02:20:33.940><c> quickly</c><02:20:34.940><c> what</c><02:20:35.721><c> is</c><02:20:35.841><c> ipfs</c><02:20:36.380><c> it's</c>

02:20:36.761 --> 02:20:36.771 align:start position:0%
to chat to me quickly what is ipfs it's
 

02:20:36.771 --> 02:20:38.711 align:start position:0%
to chat to me quickly what is ipfs it's
aiming<02:20:37.311><c> to</c><02:20:37.431><c> make</c><02:20:37.460><c> the</c><02:20:37.670><c> web</c><02:20:37.790><c> work</c><02:20:37.971><c> here</c><02:20:38.420><c> to</c><02:20:38.540><c> here</c>

02:20:38.711 --> 02:20:38.721 align:start position:0%
aiming to make the web work here to here
 

02:20:38.721 --> 02:20:40.480 align:start position:0%
aiming to make the web work here to here
so<02:20:38.870><c> instead</c><02:20:39.320><c> of</c><02:20:39.440><c> HTTP</c><02:20:39.920><c> you</c><02:20:40.040><c> are</c><02:20:40.160><c> all</c><02:20:40.280><c> talking</c>

02:20:40.480 --> 02:20:40.490 align:start position:0%
so instead of HTTP you are all talking
 

02:20:40.490 --> 02:20:42.520 align:start position:0%
so instead of HTTP you are all talking
to<02:20:40.610><c> a</c><02:20:40.670><c> central</c><02:20:40.940><c> server</c><02:20:41.030><c> or</c><02:20:41.721><c> connecting</c>

02:20:42.520 --> 02:20:42.530 align:start position:0%
to a central server or connecting
 

02:20:42.530 --> 02:20:43.870 align:start position:0%
to a central server or connecting
between<02:20:42.681><c> all</c><02:20:43.160><c> of</c><02:20:43.190><c> the</c><02:20:43.400><c> different</c><02:20:43.431><c> notes</c><02:20:43.761><c> in</c>

02:20:43.870 --> 02:20:43.880 align:start position:0%
between all of the different notes in
 

02:20:43.880 --> 02:20:45.940 align:start position:0%
between all of the different notes in
the<02:20:43.971><c> network</c><02:20:44.210><c> directly</c><02:20:44.511><c> and</c><02:20:45.290><c> and</c><02:20:45.620><c> it's</c><02:20:45.830><c> going</c>

02:20:45.940 --> 02:20:45.950 align:start position:0%
the network directly and and it's going
 

02:20:45.950 --> 02:20:47.230 align:start position:0%
the network directly and and it's going
from<02:20:46.070><c> something</c><02:20:46.400><c> like</c><02:20:46.551><c> location</c><02:20:46.971><c> with</c>

02:20:47.230 --> 02:20:47.240 align:start position:0%
from something like location with
 

02:20:47.240 --> 02:20:48.700 align:start position:0%
from something like location with
addressing<02:20:47.630><c> where</c><02:20:47.960><c> you're</c><02:20:48.051><c> going</c><02:20:48.230><c> to</c><02:20:48.351><c> the</c>

02:20:48.700 --> 02:20:48.710 align:start position:0%
addressing where you're going to the
 

02:20:48.710 --> 02:20:51.430 align:start position:0%
addressing where you're going to the
example.com<02:20:49.221><c> to</c><02:20:49.971><c> contents</c><02:20:50.811><c> addressing</c><02:20:51.230><c> where</c>

02:20:51.430 --> 02:20:51.440 align:start position:0%
example.com to contents addressing where
 

02:20:51.440 --> 02:20:52.690 align:start position:0%
example.com to contents addressing where
you're<02:20:51.530><c> finding</c><02:20:51.681><c> content</c><02:20:52.160><c> like</c><02:20:52.250><c> what</c><02:20:52.460><c> it</c><02:20:52.580><c> is</c>

02:20:52.690 --> 02:20:52.700 align:start position:0%
you're finding content like what it is
 

02:20:52.700 --> 02:20:56.440 align:start position:0%
you're finding content like what it is
not<02:20:53.091><c> whose</c><02:20:53.330><c> hooks</c><02:20:53.511><c> together</c><02:20:55.000><c> any</c><02:20:56.000><c> of</c><02:20:56.120><c> us</c><02:20:56.210><c> aims</c>

02:20:56.440 --> 02:20:56.450 align:start position:0%
not whose hooks together any of us aims
 

02:20:56.450 --> 02:20:57.881 align:start position:0%
not whose hooks together any of us aims
to<02:20:56.601><c> solve</c><02:20:56.780><c> a</c><02:20:57.080><c> whole</c><02:20:57.351><c> ton</c><02:20:57.561><c> of</c><02:20:57.591><c> different</c>

02:20:57.881 --> 02:20:57.891 align:start position:0%
to solve a whole ton of different
 

02:20:57.891 --> 02:21:00.251 align:start position:0%
to solve a whole ton of different
problems<02:20:58.280><c> around</c><02:20:59.181><c> public</c><02:20:59.990><c> with</c><02:21:00.141><c> the</c>

02:21:00.251 --> 02:21:00.261 align:start position:0%
problems around public with the
 

02:21:00.261 --> 02:21:01.990 align:start position:0%
problems around public with the
inefficiencies<02:21:00.500><c> of</c><02:21:00.591><c> all</c><02:21:01.250><c> trying</c><02:21:01.610><c> to</c><02:21:01.641><c> download</c>

02:21:01.990 --> 02:21:02.000 align:start position:0%
inefficiencies of all trying to download
 

02:21:02.000 --> 02:21:03.551 align:start position:0%
inefficiencies of all trying to download
the<02:21:02.120><c> same</c><02:21:02.271><c> video</c><02:21:02.511><c> at</c><02:21:02.811><c> the</c><02:21:02.900><c> same</c><02:21:03.080><c> room</c><02:21:03.290><c> at</c><02:21:03.380><c> once</c>

02:21:03.551 --> 02:21:03.561 align:start position:0%
the same video at the same room at once
 

02:21:03.561 --> 02:21:06.131 align:start position:0%
the same video at the same room at once
to<02:21:04.190><c> break</c><02:21:04.610><c> links</c><02:21:04.971><c> to</c><02:21:05.301><c> about</c><02:21:05.450><c> security</c><02:21:05.841><c> models</c>

02:21:06.131 --> 02:21:06.141 align:start position:0%
to break links to about security models
 

02:21:06.141 --> 02:21:09.370 align:start position:0%
to break links to about security models
to<02:21:06.681><c> censorship</c><02:21:07.040><c> resistance</c><02:21:07.610><c> and</c><02:21:08.450><c> we're</c><02:21:08.900><c> we're</c>

02:21:09.370 --> 02:21:09.380 align:start position:0%
to censorship resistance and we're we're
 

02:21:09.380 --> 02:21:11.200 align:start position:0%
to censorship resistance and we're we're
in<02:21:09.561><c> different</c><02:21:09.920><c> stages</c><02:21:10.221><c> of</c><02:21:10.521><c> completion</c><02:21:10.880><c> on</c>

02:21:11.200 --> 02:21:11.210 align:start position:0%
in different stages of completion on
 

02:21:11.210 --> 02:21:13.001 align:start position:0%
in different stages of completion on
various<02:21:11.750><c> ones</c><02:21:11.960><c> of</c><02:21:12.080><c> these</c><02:21:12.170><c> I</c><02:21:12.351><c> think</c><02:21:12.561><c> censorship</c>

02:21:13.001 --> 02:21:13.011 align:start position:0%
various ones of these I think censorship
 

02:21:13.011 --> 02:21:14.560 align:start position:0%
various ones of these I think censorship
is<02:21:13.130><c> actually</c><02:21:13.460><c> an</c><02:21:13.700><c> area</c><02:21:14.091><c> where</c><02:21:14.271><c> I</c><02:21:14.301><c> think</c><02:21:14.360><c> this</c>

02:21:14.560 --> 02:21:14.570 align:start position:0%
is actually an area where I think this
 

02:21:14.570 --> 02:21:16.120 align:start position:0%
is actually an area where I think this
has<02:21:14.690><c> been</c><02:21:14.721><c> used</c><02:21:15.021><c> pretty</c><02:21:15.500><c> effectively</c><02:21:15.950><c> in</c>

02:21:16.120 --> 02:21:16.130 align:start position:0%
has been used pretty effectively in
 

02:21:16.130 --> 02:21:20.261 align:start position:0%
has been used pretty effectively in
things<02:21:16.400><c> like</c><02:21:16.660><c> the</c><02:21:17.830><c> the</c><02:21:18.830><c> work</c><02:21:19.521><c> in</c><02:21:19.700><c> Catalunya</c>

02:21:20.261 --> 02:21:20.271 align:start position:0%
things like the the work in Catalunya
 

02:21:20.271 --> 02:21:22.541 align:start position:0%
things like the the work in Catalunya
where<02:21:20.780><c> they</c><02:21:20.900><c> were</c><02:21:20.990><c> using</c><02:21:21.170><c> IDs</c><02:21:21.710><c> to</c><02:21:21.920><c> put</c><02:21:22.190><c> up</c><02:21:22.311><c> the</c>

02:21:22.541 --> 02:21:22.551 align:start position:0%
where they were using IDs to put up the
 

02:21:22.551 --> 02:21:24.421 align:start position:0%
where they were using IDs to put up the
various<02:21:23.330><c> polling</c><02:21:23.721><c> location</c>

02:21:24.421 --> 02:21:24.431 align:start position:0%
various polling location
 

02:21:24.431 --> 02:21:26.520 align:start position:0%
various polling location
where<02:21:24.551><c> people</c><02:21:24.700><c> go</c><02:21:25.061><c> in</c><02:21:25.240><c> and</c><02:21:25.511><c> vote</c><02:21:25.780><c> about</c>

02:21:26.520 --> 02:21:26.530 align:start position:0%
where people go in and vote about
 

02:21:26.530 --> 02:21:27.480 align:start position:0%
where people go in and vote about
whether<02:21:26.681><c> or</c><02:21:26.920><c> not</c><02:21:26.980><c> they</c><02:21:27.131><c> wanted</c><02:21:27.341><c> to</c><02:21:27.400><c> be</c><02:21:27.460><c> a</c>

02:21:27.480 --> 02:21:27.490 align:start position:0%
whether or not they wanted to be a
 

02:21:27.490 --> 02:21:29.400 align:start position:0%
whether or not they wanted to be a
dependent<02:21:27.780><c> but</c><02:21:28.780><c> hitting</c><02:21:28.900><c> a</c><02:21:29.021><c> number</c><02:21:29.200><c> of</c><02:21:29.290><c> these</c>

02:21:29.400 --> 02:21:29.410 align:start position:0%
dependent but hitting a number of these
 

02:21:29.410 --> 02:21:30.900 align:start position:0%
dependent but hitting a number of these
areas<02:21:29.681><c> we</c><02:21:29.801><c> still</c><02:21:29.950><c> have</c><02:21:30.040><c> a</c><02:21:30.070><c> lot</c><02:21:30.280><c> of</c><02:21:30.311><c> work</c><02:21:30.551><c> to</c><02:21:30.820><c> get</c>

02:21:30.900 --> 02:21:30.910 align:start position:0%
areas we still have a lot of work to get
 

02:21:30.910 --> 02:21:34.980 align:start position:0%
areas we still have a lot of work to get
to<02:21:30.971><c> our</c><02:21:31.181><c> end</c><02:21:31.330><c> goal</c><02:21:33.150><c> as</c><02:21:34.150><c> mine</c><02:21:34.450><c> was</c><02:21:34.601><c> mentioning</c>

02:21:34.980 --> 02:21:34.990 align:start position:0%
to our end goal as mine was mentioning
 

02:21:34.990 --> 02:21:36.810 align:start position:0%
to our end goal as mine was mentioning
IP<02:21:35.261><c> MSE</c><02:21:35.681><c> is</c><02:21:35.740><c> just</c><02:21:35.920><c> kind</c><02:21:36.070><c> of</c><02:21:36.101><c> one</c><02:21:36.400><c> component</c>

02:21:36.810 --> 02:21:36.820 align:start position:0%
IP MSE is just kind of one component
 

02:21:36.820 --> 02:21:38.820 align:start position:0%
IP MSE is just kind of one component
we've<02:21:37.120><c> done</c><02:21:37.330><c> a</c><02:21:37.511><c> lot</c><02:21:37.690><c> of</c><02:21:37.841><c> work</c><02:21:38.051><c> to</c><02:21:38.230><c> factor</c><02:21:38.681><c> out</c>

02:21:38.820 --> 02:21:38.830 align:start position:0%
we've done a lot of work to factor out
 

02:21:38.830 --> 02:21:40.621 align:start position:0%
we've done a lot of work to factor out
the<02:21:39.011><c> different</c><02:21:39.341><c> pieces</c><02:21:39.610><c> of</c><02:21:39.761><c> IQ</c><02:21:40.210><c> recipe</c><02:21:40.540><c> you</c>

02:21:40.621 --> 02:21:40.631 align:start position:0%
the different pieces of IQ recipe you
 

02:21:40.631 --> 02:21:42.331 align:start position:0%
the different pieces of IQ recipe you
could<02:21:40.750><c> use</c><02:21:40.931><c> them</c><02:21:41.170><c> independently</c><02:21:42.040><c> they've</c>

02:21:42.331 --> 02:21:42.341 align:start position:0%
could use them independently they've
 

02:21:42.341 --> 02:21:44.041 align:start position:0%
could use them independently they've
grown<02:21:42.761><c> and</c><02:21:43.030><c> taken</c><02:21:43.301><c> on</c><02:21:43.420><c> their</c><02:21:43.601><c> own</c>

02:21:44.041 --> 02:21:44.051 align:start position:0%
grown and taken on their own
 

02:21:44.051 --> 02:21:46.291 align:start position:0%
grown and taken on their own
open-source<02:21:44.471><c> projects</c><02:21:45.131><c> so</c><02:21:45.311><c> the</c><02:21:45.761><c> PDP</c><02:21:46.061><c> is</c><02:21:46.150><c> one</c>

02:21:46.291 --> 02:21:46.301 align:start position:0%
open-source projects so the PDP is one
 

02:21:46.301 --> 02:21:47.671 align:start position:0%
open-source projects so the PDP is one
of<02:21:46.391><c> those</c><02:21:46.540><c> but</c><02:21:46.780><c> there's</c><02:21:46.931><c> also</c><02:21:47.051><c> a</c><02:21:47.141><c> multi-format</c>

02:21:47.671 --> 02:21:47.681 align:start position:0%
of those but there's also a multi-format
 

02:21:47.681 --> 02:21:49.501 align:start position:0%
of those but there's also a multi-format
and<02:21:48.101><c> i</c><02:21:48.160><c> Kildee</c><02:21:48.610><c> if</c><02:21:49.061><c> you</c><02:21:49.150><c> want</c><02:21:49.271><c> to</c><02:21:49.330><c> talk</c><02:21:49.420><c> about</c>

02:21:49.501 --> 02:21:49.511 align:start position:0%
and i Kildee if you want to talk about
 

02:21:49.511 --> 02:21:51.900 align:start position:0%
and i Kildee if you want to talk about
IW<02:21:49.960><c> go</c><02:21:50.051><c> talk</c><02:21:50.230><c> to</c><02:21:50.261><c> Derek</c><02:21:50.591><c> is</c><02:21:51.040><c> or</c><02:21:51.341><c> your</c><02:21:51.551><c> master</c>

02:21:51.900 --> 02:21:51.910 align:start position:0%
IW go talk to Derek is or your master
 

02:21:51.910 --> 02:21:54.450 align:start position:0%
IW go talk to Derek is or your master
about<02:21:52.120><c> everything</c><02:21:52.631><c> linked</c><02:21:53.530><c> to</c><02:21:53.710><c> data</c><02:21:53.830><c> related</c>

02:21:54.450 --> 02:21:54.460 align:start position:0%
about everything linked to data related
 

02:21:54.460 --> 02:21:57.541 align:start position:0%
about everything linked to data related
about<02:21:54.820><c> schemas</c><02:21:55.500><c> but</c><02:21:56.500><c> we</c><02:21:56.740><c> kind</c><02:21:57.011><c> of</c><02:21:57.070><c> sit</c><02:21:57.250><c> on</c><02:21:57.400><c> top</c>

02:21:57.541 --> 02:21:57.551 align:start position:0%
about schemas but we kind of sit on top
 

02:21:57.551 --> 02:21:59.581 align:start position:0%
about schemas but we kind of sit on top
of<02:21:57.730><c> this</c><02:21:58.000><c> amazing</c><02:21:58.210><c> staff</c><02:21:58.660><c> and</c><02:21:58.870><c> get</c><02:21:58.990><c> to</c><02:21:59.110><c> utilize</c>

02:21:59.581 --> 02:21:59.591 align:start position:0%
of this amazing staff and get to utilize
 

02:21:59.591 --> 02:22:01.020 align:start position:0%
of this amazing staff and get to utilize
all<02:21:59.891><c> of</c><02:21:59.920><c> the</c><02:22:00.160><c> wonderful</c><02:22:00.311><c> components</c><02:22:00.940><c> that</c>

02:22:01.020 --> 02:22:01.030 align:start position:0%
all of the wonderful components that
 

02:22:01.030 --> 02:22:02.160 align:start position:0%
all of the wonderful components that
folks<02:22:01.210><c> like</c><02:22:01.301><c> let</c><02:22:01.511><c> me</c><02:22:01.601><c> be</c><02:22:01.750><c> and</c><02:22:01.870><c> I</c><02:22:01.900><c> feel</c><02:22:02.051><c> like</c>

02:22:02.160 --> 02:22:02.170 align:start position:0%
folks like let me be and I feel like
 

02:22:02.170 --> 02:22:05.610 align:start position:0%
folks like let me be and I feel like
everything<02:22:02.471><c> on</c><02:22:03.480><c> Ibanez</c><02:22:04.480><c> is</c><02:22:04.960><c> a</c><02:22:05.051><c> super</c><02:22:05.440><c> huge</c>

02:22:05.610 --> 02:22:05.620 align:start position:0%
everything on Ibanez is a super huge
 

02:22:05.620 --> 02:22:07.081 align:start position:0%
everything on Ibanez is a super huge
community<02:22:05.950><c> there's</c><02:22:06.341><c> four</c><02:22:06.670><c> thousand</c>

02:22:07.081 --> 02:22:07.091 align:start position:0%
community there's four thousand
 

02:22:07.091 --> 02:22:08.610 align:start position:0%
community there's four thousand
contributors<02:22:07.511><c> around</c><02:22:07.870><c> the</c><02:22:07.990><c> world</c><02:22:08.170><c> we</c>

02:22:08.610 --> 02:22:08.620 align:start position:0%
contributors around the world we
 

02:22:08.620 --> 02:22:10.470 align:start position:0%
contributors around the world we
actually<02:22:08.860><c> just</c><02:22:09.040><c> had</c><02:22:09.280><c> our</c><02:22:09.311><c> first</c><02:22:09.730><c> meetup</c>

02:22:10.470 --> 02:22:10.480 align:start position:0%
actually just had our first meetup
 

02:22:10.480 --> 02:22:12.270 align:start position:0%
actually just had our first meetup
in<02:22:10.631><c> Japan</c><02:22:11.021><c> yesterday</c><02:22:11.710><c> which</c><02:22:11.980><c> was</c><02:22:12.131><c> super</c>

02:22:12.270 --> 02:22:12.280 align:start position:0%
in Japan yesterday which was super
 

02:22:12.280 --> 02:22:14.190 align:start position:0%
in Japan yesterday which was super
awesome<02:22:12.490><c> great</c><02:22:12.910><c> to</c><02:22:13.030><c> eat</c><02:22:13.150><c> this</c><02:22:13.330><c> slice</c><02:22:13.900><c> of</c><02:22:13.960><c> the</c>

02:22:14.190 --> 02:22:14.200 align:start position:0%
awesome great to eat this slice of the
 

02:22:14.200 --> 02:22:15.600 align:start position:0%
awesome great to eat this slice of the
community<02:22:14.650><c> have</c><02:22:15.101><c> been</c><02:22:15.131><c> a</c><02:22:15.311><c> lot</c><02:22:15.431><c> of</c><02:22:15.460><c> other</c>

02:22:15.600 --> 02:22:15.610 align:start position:0%
community have been a lot of other
 

02:22:15.610 --> 02:22:17.791 align:start position:0%
community have been a lot of other
people<02:22:15.910><c> from</c><02:22:16.120><c> Hong</c><02:22:16.750><c> Kong</c><02:22:17.021><c> and</c><02:22:17.320><c> trying</c><02:22:17.561><c> to</c><02:22:17.620><c> also</c>

02:22:17.791 --> 02:22:17.801 align:start position:0%
people from Hong Kong and trying to also
 

02:22:17.801 --> 02:22:21.270 align:start position:0%
people from Hong Kong and trying to also
be<02:22:18.011><c> a</c><02:22:18.040><c> participate</c><02:22:18.551><c> in</c><02:22:18.761><c> that</c><02:22:19.740><c> okay</c><02:22:20.740><c> I</c><02:22:20.950><c> don't</c>

02:22:21.270 --> 02:22:21.280 align:start position:0%
be a participate in that okay I don't
 

02:22:21.280 --> 02:22:22.591 align:start position:0%
be a participate in that okay I don't
learn<02:22:21.460><c> for</c><02:22:21.580><c> today</c><02:22:21.730><c> gonna</c><02:22:22.000><c> talk</c><02:22:22.181><c> a</c><02:22:22.210><c> little</c><02:22:22.450><c> bit</c>

02:22:22.591 --> 02:22:22.601 align:start position:0%
learn for today gonna talk a little bit
 

02:22:22.601 --> 02:22:23.910 align:start position:0%
learn for today gonna talk a little bit
about<02:22:22.631><c> the</c><02:22:22.811><c> growth</c><02:22:23.051><c> we've</c><02:22:23.261><c> been</c><02:22:23.410><c> seeing</c><02:22:23.591><c> and</c>

02:22:23.910 --> 02:22:23.920 align:start position:0%
about the growth we've been seeing and
 

02:22:23.920 --> 02:22:25.171 align:start position:0%
about the growth we've been seeing and
some<02:22:24.101><c> cool</c><02:22:24.460><c> new</c><02:22:24.580><c> projects</c><02:22:24.971><c> that</c><02:22:25.091><c> are</c><02:22:25.150><c> being</c>

02:22:25.171 --> 02:22:25.181 align:start position:0%
some cool new projects that are being
 

02:22:25.181 --> 02:22:27.060 align:start position:0%
some cool new projects that are being
built<02:22:25.420><c> behind</c><02:22:25.601><c> EFS</c><02:22:26.051><c> and</c><02:22:26.381><c> then</c><02:22:26.771><c> hopefully</c>

02:22:27.060 --> 02:22:27.070 align:start position:0%
built behind EFS and then hopefully
 

02:22:27.070 --> 02:22:28.680 align:start position:0%
built behind EFS and then hopefully
phone<02:22:27.460><c> gets</c><02:22:27.670><c> time</c><02:22:27.790><c> to</c><02:22:27.820><c> it</c><02:22:28.061><c> I</c><02:22:28.240><c> can</c><02:22:28.540><c> talk</c><02:22:28.660><c> a</c>

02:22:28.680 --> 02:22:28.690 align:start position:0%
phone gets time to it I can talk a
 

02:22:28.690 --> 02:22:30.211 align:start position:0%
phone gets time to it I can talk a
little<02:22:28.960><c> bit</c><02:22:29.141><c> about</c><02:22:29.170><c> the</c><02:22:29.410><c> future</c><02:22:29.561><c> and</c><02:22:29.860><c> the</c><02:22:29.950><c> cool</c>

02:22:30.211 --> 02:22:30.221 align:start position:0%
little bit about the future and the cool
 

02:22:30.221 --> 02:22:31.831 align:start position:0%
little bit about the future and the cool
stuff<02:22:30.370><c> that</c><02:22:30.431><c> we</c><02:22:30.670><c> we've</c><02:22:31.150><c> done</c><02:22:31.330><c> this</c><02:22:31.420><c> past</c><02:22:31.631><c> year</c>

02:22:31.831 --> 02:22:31.841 align:start position:0%
stuff that we we've done this past year
 

02:22:31.841 --> 02:22:34.921 align:start position:0%
stuff that we we've done this past year
and<02:22:31.960><c> what</c><02:22:32.051><c> we</c><02:22:32.080><c> see</c><02:22:32.290><c> going</c><02:22:32.410><c> forward</c><02:22:33.811><c> from</c><02:22:34.811><c> a</c>

02:22:34.921 --> 02:22:34.931 align:start position:0%
and what we see going forward from a
 

02:22:34.931 --> 02:22:36.810 align:start position:0%
and what we see going forward from a
growth<02:22:35.080><c> perspective</c><02:22:35.110><c> we</c><02:22:35.830><c> saw</c><02:22:36.011><c> huge</c><02:22:36.551><c> growth</c>

02:22:36.810 --> 02:22:36.820 align:start position:0%
growth perspective we saw huge growth
 

02:22:36.820 --> 02:22:40.200 align:start position:0%
growth perspective we saw huge growth
this<02:22:37.360><c> year</c><02:22:37.420><c> we</c><02:22:38.170><c> saw</c><02:22:38.290><c> a</c><02:22:38.320><c> 30x</c><02:22:38.830><c> increase</c><02:22:39.370><c> in</c><02:22:39.641><c> nodes</c>

02:22:40.200 --> 02:22:40.210 align:start position:0%
this year we saw a 30x increase in nodes
 

02:22:40.210 --> 02:22:42.600 align:start position:0%
this year we saw a 30x increase in nodes
connected<02:22:40.631><c> to</c><02:22:40.690><c> the</c><02:22:40.780><c> network</c><02:22:40.960><c> in</c><02:22:41.410><c> q2</c><02:22:42.011><c> so</c><02:22:42.490><c> now</c>

02:22:42.600 --> 02:22:42.610 align:start position:0%
connected to the network in q2 so now
 

02:22:42.610 --> 02:22:44.131 align:start position:0%
connected to the network in q2 so now
we're<02:22:42.761><c> up</c><02:22:42.820><c> to</c><02:22:42.881><c> hundreds</c><02:22:43.540><c> of</c><02:22:43.631><c> thousands</c><02:22:44.051><c> of</c>

02:22:44.131 --> 02:22:44.141 align:start position:0%
we're up to hundreds of thousands of
 

02:22:44.141 --> 02:22:46.291 align:start position:0%
we're up to hundreds of thousands of
nodes<02:22:44.381><c> accessing</c><02:22:45.101><c> itams</c><02:22:45.370><c> every</c><02:22:45.881><c> single</c><02:22:46.150><c> day</c>

02:22:46.291 --> 02:22:46.301 align:start position:0%
nodes accessing itams every single day
 

02:22:46.301 --> 02:22:50.100 align:start position:0%
nodes accessing itams every single day
super<02:22:47.290><c> cool</c><02:22:47.500><c> super</c><02:22:48.011><c> exciting</c><02:22:48.551><c> also</c><02:22:49.301><c> a</c><02:22:49.330><c> lot</c><02:22:50.021><c> of</c>

02:22:50.100 --> 02:22:50.110 align:start position:0%
super cool super exciting also a lot of
 

02:22:50.110 --> 02:22:51.780 align:start position:0%
super cool super exciting also a lot of
performance<02:22:50.620><c> and</c><02:22:50.860><c> scaling</c><02:22:51.400><c> related</c>

02:22:51.780 --> 02:22:51.790 align:start position:0%
performance and scaling related
 

02:22:51.790 --> 02:22:53.280 align:start position:0%
performance and scaling related
challenges<02:22:51.971><c> that</c><02:22:52.330><c> come</c><02:22:52.480><c> out</c><02:22:52.601><c> of</c><02:22:52.721><c> that</c><02:22:52.841><c> as</c><02:22:53.080><c> you</c>

02:22:53.280 --> 02:22:53.290 align:start position:0%
challenges that come out of that as you
 

02:22:53.290 --> 02:22:55.890 align:start position:0%
challenges that come out of that as you
probably<02:22:53.681><c> expect</c><02:22:54.101><c> some</c><02:22:54.670><c> definitely</c><02:22:55.360><c> new</c>

02:22:55.890 --> 02:22:55.900 align:start position:0%
probably expect some definitely new
 

02:22:55.900 --> 02:22:57.600 align:start position:0%
probably expect some definitely new
challenges<02:22:56.500><c> for</c><02:22:56.530><c> us</c><02:22:56.740><c> in</c><02:22:57.011><c> terms</c><02:22:57.190><c> of</c><02:22:57.341><c> being</c><02:22:57.460><c> able</c>

02:22:57.600 --> 02:22:57.610 align:start position:0%
challenges for us in terms of being able
 

02:22:57.610 --> 02:23:01.440 align:start position:0%
challenges for us in terms of being able
to<02:22:58.290><c> spin</c><02:22:59.290><c> up</c><02:22:59.440><c> test</c><02:22:59.891><c> nets</c><02:23:00.131><c> that</c><02:23:00.311><c> can</c><02:23:00.610><c> validate</c>

02:23:01.440 --> 02:23:01.450 align:start position:0%
to spin up test nets that can validate
 

02:23:01.450 --> 02:23:03.211 align:start position:0%
to spin up test nets that can validate
the<02:23:01.690><c> new</c><02:23:01.990><c> releases</c><02:23:02.320><c> of</c><02:23:02.471><c> IQs</c><02:23:02.771><c> are</c><02:23:03.011><c> gonna</c><02:23:03.131><c> be</c>

02:23:03.211 --> 02:23:03.221 align:start position:0%
the new releases of IQs are gonna be
 

02:23:03.221 --> 02:23:05.131 align:start position:0%
the new releases of IQs are gonna be
able<02:23:03.280><c> to</c><02:23:03.400><c> handle</c><02:23:03.641><c> that</c><02:23:03.940><c> sort</c><02:23:04.271><c> of</c><02:23:04.360><c> load</c><02:23:04.631><c> on</c><02:23:05.080><c> a</c>

02:23:05.131 --> 02:23:05.141 align:start position:0%
able to handle that sort of load on a
 

02:23:05.141 --> 02:23:06.870 align:start position:0%
able to handle that sort of load on a
day<02:23:05.320><c> to</c><02:23:05.381><c> day</c><02:23:05.471><c> basis</c>

02:23:06.870 --> 02:23:06.880 align:start position:0%
day to day basis
 

02:23:06.880 --> 02:23:10.180 align:start position:0%
day to day basis
the<02:23:07.880><c> IMS</c><02:23:08.510><c> HTTP</c><02:23:09.020><c> gateway</c><02:23:09.380><c> that</c><02:23:09.560><c> we</c><02:23:09.710><c> run</c><02:23:09.860><c> there's</c>

02:23:10.180 --> 02:23:10.190 align:start position:0%
the IMS HTTP gateway that we run there's
 

02:23:10.190 --> 02:23:11.740 align:start position:0%
the IMS HTTP gateway that we run there's
a<02:23:10.220><c> lot</c><02:23:10.520><c> of</c><02:23:10.640><c> different</c><02:23:10.880><c> gateways</c><02:23:11.030><c> but</c><02:23:11.390><c> one</c><02:23:11.660><c> in</c>

02:23:11.740 --> 02:23:11.750 align:start position:0%
a lot of different gateways but one in
 

02:23:11.750 --> 02:23:13.740 align:start position:0%
a lot of different gateways but one in
particular<02:23:11.870><c> that</c><02:23:12.200><c> we're</c><02:23:12.800><c> running</c><02:23:12.920><c> is</c><02:23:13.190><c> seeing</c>

02:23:13.740 --> 02:23:13.750 align:start position:0%
particular that we're running is seeing
 

02:23:13.750 --> 02:23:17.440 align:start position:0%
particular that we're running is seeing
300<02:23:14.750><c> million</c><02:23:15.140><c> requests</c><02:23:15.500><c> per</c><02:23:15.560><c> day</c><02:23:15.710><c> from</c><02:23:16.460><c> very</c>

02:23:17.440 --> 02:23:17.450 align:start position:0%
300 million requests per day from very
 

02:23:17.450 --> 02:23:19.660 align:start position:0%
300 million requests per day from very
accessing<02:23:17.900><c> about</c><02:23:18.080><c> one</c><02:23:18.290><c> terabyte</c><02:23:18.770><c> of</c><02:23:18.830><c> data</c><02:23:19.100><c> so</c>

02:23:19.660 --> 02:23:19.670 align:start position:0%
accessing about one terabyte of data so
 

02:23:19.670 --> 02:23:21.280 align:start position:0%
accessing about one terabyte of data so
that's<02:23:20.000><c> just</c><02:23:20.150><c> one</c><02:23:20.510><c> slice</c><02:23:20.810><c> that</c><02:23:20.990><c> people</c><02:23:21.170><c> who</c>

02:23:21.280 --> 02:23:21.290 align:start position:0%
that's just one slice that people who
 

02:23:21.290 --> 02:23:23.590 align:start position:0%
that's just one slice that people who
are<02:23:21.380><c> currently</c><02:23:21.770><c> using</c><02:23:21.940><c> HTTP</c><02:23:22.940><c> trying</c><02:23:23.390><c> to</c><02:23:23.479><c> get</c>

02:23:23.590 --> 02:23:23.600 align:start position:0%
are currently using HTTP trying to get
 

02:23:23.600 --> 02:23:26.140 align:start position:0%
are currently using HTTP trying to get
content<02:23:23.900><c> on</c><02:23:24.050><c> my</c><02:23:24.140><c> ipfs</c><02:23:24.500><c> network</c><02:23:24.800><c> and</c><02:23:25.150><c> they're</c>

02:23:26.140 --> 02:23:26.150 align:start position:0%
content on my ipfs network and they're
 

02:23:26.150 --> 02:23:27.400 align:start position:0%
content on my ipfs network and they're
getting<02:23:26.240><c> a</c><02:23:26.390><c> lot</c><02:23:26.510><c> of</c><02:23:26.630><c> content</c><02:23:26.930><c> there's</c><02:23:27.229><c> a</c><02:23:27.290><c> lot</c>

02:23:27.400 --> 02:23:27.410 align:start position:0%
getting a lot of content there's a lot
 

02:23:27.410 --> 02:23:28.510 align:start position:0%
getting a lot of content there's a lot
of<02:23:27.470><c> people</c><02:23:27.710><c> trying</c><02:23:27.890><c> to</c><02:23:28.040><c> utilize</c><02:23:28.220><c> this</c>

02:23:28.510 --> 02:23:28.520 align:start position:0%
of people trying to utilize this
 

02:23:28.520 --> 02:23:30.010 align:start position:0%
of people trying to utilize this
infrastructure<02:23:29.060><c> that's</c><02:23:29.240><c> another</c><02:23:29.660><c> thing</c><02:23:29.960><c> that</c>

02:23:30.010 --> 02:23:30.020 align:start position:0%
infrastructure that's another thing that
 

02:23:30.020 --> 02:23:32.350 align:start position:0%
infrastructure that's another thing that
we<02:23:30.350><c> support</c><02:23:30.800><c> and</c><02:23:31.040><c> have</c><02:23:31.820><c> to</c><02:23:31.940><c> make</c><02:23:32.090><c> sure</c><02:23:32.210><c> it's</c>

02:23:32.350 --> 02:23:32.360 align:start position:0%
we support and have to make sure it's
 

02:23:32.360 --> 02:23:34.060 align:start position:0%
we support and have to make sure it's
performant<02:23:32.870><c> and</c><02:23:32.990><c> we're</c><02:23:33.110><c> trying</c><02:23:33.320><c> to</c><02:23:33.440><c> reach</c><02:23:33.590><c> all</c>

02:23:34.060 --> 02:23:34.070 align:start position:0%
performant and we're trying to reach all
 

02:23:34.070 --> 02:23:37.990 align:start position:0%
performant and we're trying to reach all
of<02:23:34.310><c> these</c><02:23:34.430><c> new</c><02:23:34.550><c> people</c><02:23:34.670><c> gets</c><02:23:34.970><c> you</c><02:23:36.610><c> the</c><02:23:37.610><c> number</c>

02:23:37.990 --> 02:23:38.000 align:start position:0%
of these new people gets you the number
 

02:23:38.000 --> 02:23:39.640 align:start position:0%
of these new people gets you the number
of<02:23:38.030><c> people</c><02:23:38.210><c> who</c><02:23:38.420><c> are</c><02:23:38.450><c> building</c><02:23:38.750><c> on</c><02:23:39.020><c> top</c><02:23:39.290><c> of</c><02:23:39.350><c> IP</c>

02:23:39.640 --> 02:23:39.650 align:start position:0%
of people who are building on top of IP
 

02:23:39.650 --> 02:23:41.820 align:start position:0%
of people who are building on top of IP
FS<02:23:39.979><c> and</c><02:23:40.190><c> building</c><02:23:40.490><c> new</c><02:23:40.610><c> types</c><02:23:40.940><c> of</c><02:23:41.240><c> data</c>

02:23:41.820 --> 02:23:41.830 align:start position:0%
FS and building new types of data
 

02:23:41.830 --> 02:23:44.520 align:start position:0%
FS and building new types of data
related<02:23:42.830><c> out</c><02:23:42.950><c> with</c><02:23:43.100><c> you</c><02:23:43.220><c> to</c><02:23:43.430><c> social</c><02:23:43.880><c> media</c>

02:23:44.520 --> 02:23:44.530 align:start position:0%
related out with you to social media
 

02:23:44.530 --> 02:23:47.530 align:start position:0%
related out with you to social media
marketplaces<02:23:45.550><c> content</c><02:23:46.550><c> things</c><02:23:46.760><c> things</c><02:23:47.450><c> in</c>

02:23:47.530 --> 02:23:47.540 align:start position:0%
marketplaces content things things in
 

02:23:47.540 --> 02:23:49.420 align:start position:0%
marketplaces content things things in
the<02:23:47.630><c> finance</c><02:23:48.020><c> space</c><02:23:48.320><c> governance</c><02:23:49.130><c> really</c>

02:23:49.420 --> 02:23:49.430 align:start position:0%
the finance space governance really
 

02:23:49.430 --> 02:23:51.100 align:start position:0%
the finance space governance really
there's<02:23:49.940><c> a</c><02:23:50.000><c> ton</c><02:23:50.300><c> of</c><02:23:50.330><c> new</c><02:23:50.630><c> things</c><02:23:50.900><c> that</c><02:23:51.080><c> are</c>

02:23:51.100 --> 02:23:51.110 align:start position:0%
there's a ton of new things that are
 

02:23:51.110 --> 02:23:52.810 align:start position:0%
there's a ton of new things that are
happening<02:23:51.200><c> and</c><02:23:51.740><c> something</c><02:23:52.280><c> that's</c><02:23:52.550><c> really</c>

02:23:52.810 --> 02:23:52.820 align:start position:0%
happening and something that's really
 

02:23:52.820 --> 02:23:54.760 align:start position:0%
happening and something that's really
exciting<02:23:52.940><c> is</c><02:23:53.510><c> that</c><02:23:53.570><c> now</c><02:23:54.229><c> some</c><02:23:54.440><c> of</c><02:23:54.470><c> them</c><02:23:54.620><c> are</c>

02:23:54.760 --> 02:23:54.770 align:start position:0%
exciting is that now some of them are
 

02:23:54.770 --> 02:23:56.710 align:start position:0%
exciting is that now some of them are
reaching<02:23:55.160><c> millions</c><02:23:55.460><c> of</c><02:23:56.030><c> monthly</c><02:23:56.360><c> active</c>

02:23:56.710 --> 02:23:56.720 align:start position:0%
reaching millions of monthly active
 

02:23:56.720 --> 02:23:58.450 align:start position:0%
reaching millions of monthly active
users<02:23:56.750><c> so</c><02:23:57.350><c> we</c><02:23:57.440><c> have</c><02:23:57.530><c> multiple</c><02:23:58.010><c> apps</c><02:23:58.190><c> they're</c>

02:23:58.450 --> 02:23:58.460 align:start position:0%
users so we have multiple apps they're
 

02:23:58.460 --> 02:24:00.280 align:start position:0%
users so we have multiple apps they're
all<02:23:58.640><c> in</c><02:23:58.910><c> the</c><02:23:59.360><c> millions</c><02:23:59.690><c> of</c><02:23:59.780><c> monthly</c><02:23:59.960><c> active</c>

02:24:00.280 --> 02:24:00.290 align:start position:0%
all in the millions of monthly active
 

02:24:00.290 --> 02:24:02.650 align:start position:0%
all in the millions of monthly active
users<02:24:00.320><c> space</c><02:24:00.860><c> which</c><02:24:01.820><c> means</c><02:24:02.210><c> there's</c><02:24:02.510><c> some</c>

02:24:02.650 --> 02:24:02.660 align:start position:0%
users space which means there's some
 

02:24:02.660 --> 02:24:05.140 align:start position:0%
users space which means there's some
really<02:24:03.110><c> exciting</c><02:24:03.410><c> in</c><02:24:03.770><c> the</c><02:24:04.340><c> use</c><02:24:04.490><c> cases</c><02:24:04.760><c> you</c>

02:24:05.140 --> 02:24:05.150 align:start position:0%
really exciting in the use cases you
 

02:24:05.150 --> 02:24:06.160 align:start position:0%
really exciting in the use cases you
need<02:24:05.270><c> to</c><02:24:05.420><c> make</c><02:24:05.540><c> sure</c><02:24:05.570><c> we're</c><02:24:05.840><c> supporting</c>

02:24:06.160 --> 02:24:06.170 align:start position:0%
need to make sure we're supporting
 

02:24:06.170 --> 02:24:08.200 align:start position:0%
need to make sure we're supporting
people<02:24:06.500><c> who</c><02:24:06.650><c> are</c><02:24:06.800><c> utilizing</c><02:24:07.010><c> ipfs</c><02:24:07.820><c> for</c><02:24:08.060><c> kind</c>

02:24:08.200 --> 02:24:08.210 align:start position:0%
people who are utilizing ipfs for kind
 

02:24:08.210 --> 02:24:12.730 align:start position:0%
people who are utilizing ipfs for kind
of<02:24:08.300><c> their</c><02:24:08.840><c> normal</c><02:24:09.229><c> browsing</c><02:24:09.979><c> needs</c><02:24:10.190><c> for</c><02:24:11.740><c> PSL</c>

02:24:12.730 --> 02:24:12.740 align:start position:0%
of their normal browsing needs for PSL
 

02:24:12.740 --> 02:24:14.650 align:start position:0%
of their normal browsing needs for PSL
content<02:24:13.220><c> or</c><02:24:13.400><c> videos</c><02:24:13.820><c> or</c><02:24:14.150><c> other</c><02:24:14.360><c> things</c><02:24:14.570><c> like</c>

02:24:14.650 --> 02:24:14.660 align:start position:0%
content or videos or other things like
 

02:24:14.660 --> 02:24:14.950 align:start position:0%
content or videos or other things like
that

02:24:14.950 --> 02:24:14.960 align:start position:0%
that
 

02:24:14.960 --> 02:24:17.140 align:start position:0%
that
that's<02:24:15.830><c> an</c><02:24:15.950><c> increased</c><02:24:16.310><c> scale</c><02:24:16.670><c> that</c><02:24:16.850><c> we</c><02:24:17.030><c> need</c>

02:24:17.140 --> 02:24:17.150 align:start position:0%
that's an increased scale that we need
 

02:24:17.150 --> 02:24:18.670 align:start position:0%
that's an increased scale that we need
to<02:24:17.240><c> make</c><02:24:17.390><c> sure</c><02:24:17.510><c> we're</c><02:24:17.660><c> supporting</c><02:24:17.750><c> as</c><02:24:18.410><c> it's</c>

02:24:18.670 --> 02:24:18.680 align:start position:0%
to make sure we're supporting as it's
 

02:24:18.680 --> 02:24:20.050 align:start position:0%
to make sure we're supporting as it's
sort<02:24:18.860><c> of</c><02:24:18.890><c> follow</c><02:24:19.130><c> that</c><02:24:19.310><c> people</c><02:24:19.520><c> build</c><02:24:19.700><c> on</c><02:24:19.850><c> top</c>

02:24:20.050 --> 02:24:20.060 align:start position:0%
sort of follow that people build on top
 

02:24:20.060 --> 02:24:22.570 align:start position:0%
sort of follow that people build on top
of<02:24:21.220><c> all</c><02:24:22.220><c> right</c>

02:24:22.570 --> 02:24:22.580 align:start position:0%
of all right
 

02:24:22.580 --> 02:24:24.460 align:start position:0%
of all right
talking<02:24:22.880><c> about</c><02:24:23.090><c> new</c><02:24:23.360><c> new</c><02:24:23.840><c> projects</c><02:24:24.260><c> so</c><02:24:24.350><c> what</c>

02:24:24.460 --> 02:24:24.470 align:start position:0%
talking about new new projects so what
 

02:24:24.470 --> 02:24:27.430 align:start position:0%
talking about new new projects so what
are<02:24:24.590><c> some</c><02:24:24.620><c> of</c><02:24:24.800><c> these</c><02:24:25.450><c> three</c><02:24:26.450><c> three</c><02:24:26.990><c> categories</c>

02:24:27.430 --> 02:24:27.440 align:start position:0%
are some of these three three categories
 

02:24:27.440 --> 02:24:29.350 align:start position:0%
are some of these three three categories
I'll<02:24:27.560><c> touch</c><02:24:27.740><c> on</c><02:24:27.890><c> I</c><02:24:28.160><c> mean</c><02:24:28.460><c> the</c><02:24:28.850><c> last</c><02:24:29.000><c> time</c><02:24:29.120><c> we're</c>

02:24:29.350 --> 02:24:29.360 align:start position:0%
I'll touch on I mean the last time we're
 

02:24:29.360 --> 02:24:31.270 align:start position:0%
I'll touch on I mean the last time we're
going<02:24:29.479><c> to</c><02:24:29.540><c> say</c><02:24:29.660><c> grab</c><02:24:30.440><c> that</c><02:24:30.590><c> in</c><02:24:30.680><c> February</c><02:24:30.890><c> but</c>

02:24:31.270 --> 02:24:31.280 align:start position:0%
going to say grab that in February but
 

02:24:31.280 --> 02:24:33.340 align:start position:0%
going to say grab that in February but
mobile<02:24:31.790><c> was</c><02:24:32.240><c> a</c><02:24:32.270><c> new</c><02:24:32.450><c> thing</c><02:24:32.479><c> this</c><02:24:32.810><c> year</c><02:24:32.870><c> where</c>

02:24:33.340 --> 02:24:33.350 align:start position:0%
mobile was a new thing this year where
 

02:24:33.350 --> 02:24:35.650 align:start position:0%
mobile was a new thing this year where
new<02:24:34.010><c> mobile</c><02:24:34.729><c> apps</c><02:24:34.910><c> are</c><02:24:35.090><c> being</c><02:24:35.210><c> built</c><02:24:35.420><c> on</c><02:24:35.540><c> top</c>

02:24:35.650 --> 02:24:35.660 align:start position:0%
new mobile apps are being built on top
 

02:24:35.660 --> 02:24:37.390 align:start position:0%
new mobile apps are being built on top
of<02:24:35.720><c> NTFS</c><02:24:36.170><c> we</c><02:24:36.650><c> didn't</c><02:24:36.830><c> expect</c><02:24:37.040><c> this</c><02:24:37.190><c> to</c><02:24:37.250><c> happen</c>

02:24:37.390 --> 02:24:37.400 align:start position:0%
of NTFS we didn't expect this to happen
 

02:24:37.400 --> 02:24:38.080 align:start position:0%
of NTFS we didn't expect this to happen
so<02:24:37.760><c> quickly</c>

02:24:38.080 --> 02:24:38.090 align:start position:0%
so quickly
 

02:24:38.090 --> 02:24:41.020 align:start position:0%
so quickly
I<02:24:38.479><c> actually</c><02:24:38.990><c> think</c><02:24:39.290><c> like</c><02:24:39.560><c> it's</c><02:24:40.280><c> hard</c><02:24:40.610><c> to</c><02:24:40.880><c> get</c>

02:24:41.020 --> 02:24:41.030 align:start position:0%
I actually think like it's hard to get
 

02:24:41.030 --> 02:24:42.670 align:start position:0%
I actually think like it's hard to get
one<02:24:41.330><c> of</c><02:24:41.420><c> these</c><02:24:41.570><c> nodes</c><02:24:41.780><c> running</c><02:24:42.320><c> on</c><02:24:42.470><c> a</c><02:24:42.500><c> mobile</c>

02:24:42.670 --> 02:24:42.680 align:start position:0%
one of these nodes running on a mobile
 

02:24:42.680 --> 02:24:44.350 align:start position:0%
one of these nodes running on a mobile
device<02:24:43.040><c> where</c><02:24:43.280><c> you</c><02:24:43.310><c> have</c><02:24:43.370><c> like</c><02:24:43.790><c> pretty</c>

02:24:44.350 --> 02:24:44.360 align:start position:0%
device where you have like pretty
 

02:24:44.360 --> 02:24:46.870 align:start position:0%
device where you have like pretty
significant<02:24:45.490><c> environments</c><02:24:46.490><c> in</c><02:24:46.610><c> terms</c><02:24:46.760><c> of</c>

02:24:46.870 --> 02:24:46.880 align:start position:0%
significant environments in terms of
 

02:24:46.880 --> 02:24:49.180 align:start position:0%
significant environments in terms of
like<02:24:47.030><c> not</c><02:24:47.300><c> draining</c><02:24:47.600><c> battery</c><02:24:47.930><c> how</c><02:24:48.380><c> how</c><02:24:48.830><c> much</c>

02:24:49.180 --> 02:24:49.190 align:start position:0%
like not draining battery how how much
 

02:24:49.190 --> 02:24:50.200 align:start position:0%
like not draining battery how how much
you<02:24:49.310><c> can</c><02:24:49.430><c> actually</c><02:24:49.700><c> run</c><02:24:49.880><c> in</c><02:24:50.000><c> the</c>

02:24:50.200 --> 02:24:50.210 align:start position:0%
you can actually run in the
 

02:24:50.210 --> 02:24:52.420 align:start position:0%
you can actually run in the
around<02:24:50.510><c> all</c><02:24:51.020><c> of</c><02:24:51.170><c> those</c><02:24:51.260><c> things</c><02:24:51.500><c> but</c><02:24:51.770><c> the</c><02:24:52.250><c> folks</c>

02:24:52.420 --> 02:24:52.430 align:start position:0%
around all of those things but the folks
 

02:24:52.430 --> 02:24:54.070 align:start position:0%
around all of those things but the folks
at<02:24:52.550><c> textile</c><02:24:52.910><c> have</c><02:24:53.090><c> done</c><02:24:53.180><c> a</c><02:24:53.210><c> ton</c><02:24:53.540><c> of</c><02:24:53.570><c> work</c><02:24:53.690><c> to</c>

02:24:54.070 --> 02:24:54.080 align:start position:0%
at textile have done a ton of work to
 

02:24:54.080 --> 02:24:55.420 align:start position:0%
at textile have done a ton of work to
make<02:24:54.410><c> this</c><02:24:54.560><c> actually</c><02:24:54.890><c> really</c><02:24:55.010><c> easy</c><02:24:55.130><c> and</c>

02:24:55.420 --> 02:24:55.430 align:start position:0%
make this actually really easy and
 

02:24:55.430 --> 02:24:57.340 align:start position:0%
make this actually really easy and
accessible<02:24:55.720><c> there's</c><02:24:56.720><c> also</c><02:24:56.840><c> a</c><02:24:56.930><c> lot</c><02:24:57.140><c> of</c><02:24:57.200><c> stuff</c>

02:24:57.340 --> 02:24:57.350 align:start position:0%
accessible there's also a lot of stuff
 

02:24:57.350 --> 02:24:59.380 align:start position:0%
accessible there's also a lot of stuff
happening<02:24:57.680><c> in</c><02:24:57.800><c> identity</c><02:24:58.490><c> space</c><02:24:58.640><c> people</c><02:24:59.060><c> build</c>

02:24:59.380 --> 02:24:59.390 align:start position:0%
happening in identity space people build
 

02:24:59.390 --> 02:25:01.660 align:start position:0%
happening in identity space people build
in<02:24:59.540><c> a</c><02:24:59.600><c> cup</c><02:24:59.750><c> of</c><02:24:59.870><c> IP</c><02:25:00.020><c> Avesta</c><02:25:00.650><c> to</c><02:25:01.250><c> support</c>

02:25:01.660 --> 02:25:01.670 align:start position:0%
in a cup of IP Avesta to support
 

02:25:01.670 --> 02:25:03.610 align:start position:0%
in a cup of IP Avesta to support
variation<02:25:02.060><c> custom</c><02:25:02.390><c> identity</c><02:25:02.750><c> work</c><02:25:02.900><c> and</c>

02:25:03.610 --> 02:25:03.620 align:start position:0%
variation custom identity work and
 

02:25:03.620 --> 02:25:05.170 align:start position:0%
variation custom identity work and
apparently<02:25:03.830><c> other</c><02:25:04.160><c> really</c><02:25:04.580><c> cool</c><02:25:04.790><c> projects</c>

02:25:05.170 --> 02:25:05.180 align:start position:0%
apparently other really cool projects
 

02:25:05.180 --> 02:25:06.460 align:start position:0%
apparently other really cool projects
that<02:25:05.300><c> Braddock</c><02:25:05.540><c> will</c><02:25:05.690><c> and</c><02:25:05.870><c> a</c><02:25:05.900><c> couple</c><02:25:06.290><c> of</c>

02:25:06.460 --> 02:25:06.470 align:start position:0%
that Braddock will and a couple of
 

02:25:06.470 --> 02:25:08.320 align:start position:0%
that Braddock will and a couple of
others<02:25:06.680><c> I'll</c><02:25:06.860><c> mention</c><02:25:07.010><c> that</c><02:25:07.820><c> are</c><02:25:07.940><c> building</c><02:25:08.210><c> on</c>

02:25:08.320 --> 02:25:08.330 align:start position:0%
others I'll mention that are building on
 

02:25:08.330 --> 02:25:11.380 align:start position:0%
others I'll mention that are building on
top<02:25:08.390><c> of</c><02:25:08.450><c> my</c><02:25:08.600><c> advancement</c><02:25:09.080><c> cool</c><02:25:09.229><c> new</c><02:25:09.320><c> ways</c><02:25:10.270><c> as</c><02:25:11.270><c> I</c>

02:25:11.380 --> 02:25:11.390 align:start position:0%
top of my advancement cool new ways as I
 

02:25:11.390 --> 02:25:12.850 align:start position:0%
top of my advancement cool new ways as I
mentioned<02:25:11.720><c> textile</c><02:25:12.050><c> they're</c><02:25:12.290><c> building</c><02:25:12.650><c> a</c>

02:25:12.850 --> 02:25:12.860 align:start position:0%
mentioned textile they're building a
 

02:25:12.860 --> 02:25:14.890 align:start position:0%
mentioned textile they're building a
number<02:25:13.280><c> of</c><02:25:13.400><c> SDKs</c><02:25:13.820><c> they</c><02:25:14.000><c> have</c><02:25:14.150><c> an</c><02:25:14.240><c> iOS</c><02:25:14.420><c> and</c>

02:25:14.890 --> 02:25:14.900 align:start position:0%
number of SDKs they have an iOS and
 

02:25:14.900 --> 02:25:17.440 align:start position:0%
number of SDKs they have an iOS and
Android<02:25:15.020><c> SDK</c><02:25:15.979><c> right</c><02:25:16.220><c> now</c><02:25:16.400><c> for</c><02:25:16.940><c> building</c><02:25:17.330><c> on</c>

02:25:17.440 --> 02:25:17.450 align:start position:0%
Android SDK right now for building on
 

02:25:17.450 --> 02:25:20.230 align:start position:0%
Android SDK right now for building on
top<02:25:17.660><c> of</c><02:25:17.720><c> IP</c><02:25:18.110><c> FS</c><02:25:18.440><c> to</c><02:25:18.770><c> make</c><02:25:19.190><c> mobile</c><02:25:19.520><c> apps</c><02:25:19.670><c> that</c>

02:25:20.230 --> 02:25:20.240 align:start position:0%
top of IP FS to make mobile apps that
 

02:25:20.240 --> 02:25:21.640 align:start position:0%
top of IP FS to make mobile apps that
you<02:25:20.390><c> can</c><02:25:20.420><c> also</c><02:25:20.630><c> do</c><02:25:20.840><c> web</c><02:25:20.990><c> apps</c><02:25:21.170><c> and</c><02:25:21.470><c> build</c>

02:25:21.640 --> 02:25:21.650 align:start position:0%
you can also do web apps and build
 

02:25:21.650 --> 02:25:23.230 align:start position:0%
you can also do web apps and build
things<02:25:21.800><c> on</c><02:25:21.950><c> top</c><02:25:22.100><c> of</c><02:25:22.160><c> their</c><02:25:22.370><c> network</c><02:25:22.670><c> of</c><02:25:22.820><c> cafes</c>

02:25:23.230 --> 02:25:23.240 align:start position:0%
things on top of their network of cafes
 

02:25:23.240 --> 02:25:24.969 align:start position:0%
things on top of their network of cafes
their<02:25:23.720><c> documentation</c><02:25:24.290><c> is</c><02:25:24.380><c> beautiful</c>

02:25:24.969 --> 02:25:24.979 align:start position:0%
their documentation is beautiful
 

02:25:24.979 --> 02:25:26.350 align:start position:0%
their documentation is beautiful
I<02:25:25.010><c> highly</c><02:25:25.400><c> recommend</c><02:25:25.430><c> checking</c><02:25:25.790><c> it</c><02:25:26.060><c> out</c><02:25:26.150><c> it's</c>

02:25:26.350 --> 02:25:26.360 align:start position:0%
I highly recommend checking it out it's
 

02:25:26.360 --> 02:25:27.880 align:start position:0%
I highly recommend checking it out it's
a<02:25:26.450><c> great</c><02:25:26.660><c> way</c><02:25:26.780><c> to</c><02:25:26.810><c> get</c><02:25:27.020><c> started</c><02:25:27.200><c> on</c><02:25:27.470><c> top</c><02:25:27.650><c> of</c><02:25:27.770><c> IP</c>

02:25:27.880 --> 02:25:27.890 align:start position:0%
a great way to get started on top of IP
 

02:25:27.890 --> 02:25:29.969 align:start position:0%
a great way to get started on top of IP
FS<02:25:28.190><c> they</c><02:25:28.340><c> make</c><02:25:28.490><c> it</c><02:25:28.580><c> really</c><02:25:28.790><c> really</c><02:25:28.820><c> easy</c>

02:25:29.969 --> 02:25:29.979 align:start position:0%
FS they make it really really easy
 

02:25:29.979 --> 02:25:32.350 align:start position:0%
FS they make it really really easy
another<02:25:30.979><c> example</c><02:25:31.100><c> is</c><02:25:31.490><c> even</c><02:25:31.729><c> this</c><02:25:32.150><c> is</c><02:25:32.330><c> the</c>

02:25:32.350 --> 02:25:32.360 align:start position:0%
another example is even this is the
 

02:25:32.360 --> 02:25:35.740 align:start position:0%
another example is even this is the
mobile<02:25:32.690><c> app</c><02:25:32.930><c> that</c><02:25:32.960><c> the</c><02:25:33.470><c> open</c><02:25:33.860><c> Bazaar</c><02:25:34.630><c> which</c><02:25:35.630><c> is</c>

02:25:35.740 --> 02:25:35.750 align:start position:0%
mobile app that the open Bazaar which is
 

02:25:35.750 --> 02:25:37.900 align:start position:0%
mobile app that the open Bazaar which is
a<02:25:36.010><c> marketplace</c><02:25:37.010><c> for</c><02:25:37.250><c> buying</c><02:25:37.550><c> and</c><02:25:37.790><c> selling</c>

02:25:37.900 --> 02:25:37.910 align:start position:0%
a marketplace for buying and selling
 

02:25:37.910 --> 02:25:39.640 align:start position:0%
a marketplace for buying and selling
goods<02:25:38.300><c> on</c><02:25:38.660><c> top</c><02:25:38.870><c> of</c><02:25:38.990><c> that</c><02:25:39.080><c> if</c><02:25:39.260><c> it's</c><02:25:39.380><c> network</c>

02:25:39.640 --> 02:25:39.650 align:start position:0%
goods on top of that if it's network
 

02:25:39.650 --> 02:25:42.700 align:start position:0%
goods on top of that if it's network
it's<02:25:39.830><c> fully</c><02:25:40.270><c> here</c><02:25:41.270><c> and</c><02:25:42.080><c> they</c><02:25:42.320><c> have</c><02:25:42.440><c> a</c><02:25:42.470><c> really</c>

02:25:42.700 --> 02:25:42.710 align:start position:0%
it's fully here and they have a really
 

02:25:42.710 --> 02:25:45.160 align:start position:0%
it's fully here and they have a really
slick<02:25:43.190><c> new</c><02:25:43.430><c> mobile</c><02:25:43.760><c> app</c><02:25:43.880><c> built</c><02:25:44.150><c> on</c><02:25:44.330><c> top</c><02:25:44.510><c> of</c><02:25:44.570><c> I</c>

02:25:45.160 --> 02:25:45.170 align:start position:0%
slick new mobile app built on top of I
 

02:25:45.170 --> 02:25:46.620 align:start position:0%
slick new mobile app built on top of I
think<02:25:45.470><c> both</c><02:25:45.650><c> for</c><02:25:45.680><c> Android</c><02:25:46.040><c> and</c><02:25:46.250><c> for</c><02:25:46.310><c> iOS</c>

02:25:46.620 --> 02:25:46.630 align:start position:0%
think both for Android and for iOS
 

02:25:46.630 --> 02:25:48.640 align:start position:0%
think both for Android and for iOS
building<02:25:47.630><c> I</c><02:25:47.690><c> might</c><02:25:47.810><c> invest</c><02:25:48.110><c> that</c><02:25:48.229><c> you</c><02:25:48.320><c> can</c><02:25:48.500><c> use</c>

02:25:48.640 --> 02:25:48.650 align:start position:0%
building I might invest that you can use
 

02:25:48.650 --> 02:25:51.040 align:start position:0%
building I might invest that you can use
highly<02:25:49.340><c> recommend</c><02:25:49.700><c> it</c><02:25:49.790><c> it's</c><02:25:50.000><c> like</c><02:25:50.479><c> beautiful</c>

02:25:51.040 --> 02:25:51.050 align:start position:0%
highly recommend it it's like beautiful
 

02:25:51.050 --> 02:25:52.690 align:start position:0%
highly recommend it it's like beautiful
thanks<02:25:51.890><c> for</c><02:25:51.979><c> them</c><02:25:52.100><c> thank</c><02:25:52.280><c> you</c><02:25:52.310><c> they</c><02:25:52.460><c> move</c><02:25:52.640><c> a</c>

02:25:52.690 --> 02:25:52.700 align:start position:0%
thanks for them thank you they move a
 

02:25:52.700 --> 02:25:55.150 align:start position:0%
thanks for them thank you they move a
lot<02:25:52.850><c> I</c><02:25:52.880><c> would</c><02:25:53.120><c> say</c><02:25:53.710><c> and</c><02:25:54.710><c> then</c><02:25:54.920><c> there's</c><02:25:55.040><c> also</c>

02:25:55.150 --> 02:25:55.160 align:start position:0%
lot I would say and then there's also
 

02:25:55.160 --> 02:25:57.550 align:start position:0%
lot I would say and then there's also
birdie<02:25:55.460><c> this</c><02:25:55.670><c> is</c><02:25:55.850><c> still</c><02:25:56.300><c> in</c><02:25:56.540><c> the</c><02:25:56.720><c> works</c><02:25:56.960><c> still</c>

02:25:57.550 --> 02:25:57.560 align:start position:0%
birdie this is still in the works still
 

02:25:57.560 --> 02:25:59.200 align:start position:0%
birdie this is still in the works still
a<02:25:57.590><c> work</c><02:25:57.770><c> in</c><02:25:57.860><c> progress</c><02:25:57.920><c> but</c><02:25:58.430><c> they</c><02:25:58.580><c> made</c><02:25:58.790><c> a</c><02:25:59.000><c> new</c>

02:25:59.200 --> 02:25:59.210 align:start position:0%
a work in progress but they made a new
 

02:25:59.210 --> 02:26:01.510 align:start position:0%
a work in progress but they made a new
awesome<02:25:59.540><c> Bluetooth</c><02:26:00.440><c> transport</c><02:26:00.979><c> for</c><02:26:01.160><c> the</c><02:26:01.250><c> p2p</c>

02:26:01.510 --> 02:26:01.520 align:start position:0%
awesome Bluetooth transport for the p2p
 

02:26:01.520 --> 02:26:03.340 align:start position:0%
awesome Bluetooth transport for the p2p
which<02:26:01.940><c> is</c><02:26:02.090><c> super</c><02:26:02.450><c> cool</c><02:26:02.690><c> so</c><02:26:02.960><c> you</c><02:26:03.050><c> can</c><02:26:03.170><c> actually</c>

02:26:03.340 --> 02:26:03.350 align:start position:0%
which is super cool so you can actually
 

02:26:03.350 --> 02:26:05.950 align:start position:0%
which is super cool so you can actually
do<02:26:03.710><c> fully</c><02:26:04.310><c> end-to-end</c><02:26:04.940><c> encrypted</c><02:26:05.270><c> offline</c>

02:26:05.950 --> 02:26:05.960 align:start position:0%
do fully end-to-end encrypted offline
 

02:26:05.960 --> 02:26:08.530 align:start position:0%
do fully end-to-end encrypted offline
mobile<02:26:06.770><c> chat</c><02:26:06.979><c> so</c><02:26:07.490><c> just</c><02:26:07.760><c> here</c><02:26:08.090><c> with</c><02:26:08.240><c> the</c><02:26:08.300><c> people</c>

02:26:08.530 --> 02:26:08.540 align:start position:0%
mobile chat so just here with the people
 

02:26:08.540 --> 02:26:09.880 align:start position:0%
mobile chat so just here with the people
next<02:26:08.660><c> to</c><02:26:08.840><c> you</c><02:26:08.930><c> and</c><02:26:08.990><c> then</c><02:26:09.320><c> you're</c><02:26:09.410><c> able</c><02:26:09.470><c> to</c><02:26:09.620><c> sign</c>

02:26:09.880 --> 02:26:09.890 align:start position:0%
next to you and then you're able to sign
 

02:26:09.890 --> 02:26:11.860 align:start position:0%
next to you and then you're able to sign
messages<02:26:10.400><c> back</c><02:26:10.610><c> and</c><02:26:10.640><c> forth</c><02:26:10.820><c> no</c><02:26:11.510><c> internet</c>

02:26:11.860 --> 02:26:11.870 align:start position:0%
messages back and forth no internet
 

02:26:11.870 --> 02:26:14.469 align:start position:0%
messages back and forth no internet
connection<02:26:12.290><c> and</c><02:26:12.350><c> no</c><02:26:12.470><c> anything</c><02:26:13.000><c> I</c><02:26:14.000><c> was</c><02:26:14.210><c> also</c><02:26:14.450><c> I</c>

02:26:14.469 --> 02:26:14.479 align:start position:0%
connection and no anything I was also I
 

02:26:14.479 --> 02:26:15.910 align:start position:0%
connection and no anything I was also I
think<02:26:14.600><c> I</c><02:26:14.720><c> would</c><02:26:14.870><c> if</c><02:26:15.110><c> I</c><02:26:15.200><c> confess</c><02:26:15.470><c> camp</c><02:26:15.740><c> and</c>

02:26:15.910 --> 02:26:15.920 align:start position:0%
think I would if I confess camp and
 

02:26:15.920 --> 02:26:17.830 align:start position:0%
think I would if I confess camp and
we're<02:26:16.610><c> continuing</c><02:26:17.270><c> to</c><02:26:17.300><c> push</c><02:26:17.479><c> on</c><02:26:17.600><c> them</c><02:26:17.690><c> they're</c>

02:26:17.830 --> 02:26:17.840 align:start position:0%
we're continuing to push on them they're
 

02:26:17.840 --> 02:26:19.300 align:start position:0%
we're continuing to push on them they're
planning<02:26:18.080><c> to</c><02:26:18.110><c> make</c><02:26:18.290><c> it</c><02:26:18.440><c> a</c><02:26:18.590><c> fully</c><02:26:18.979><c> open</c><02:26:19.160><c> source</c>

02:26:19.300 --> 02:26:19.310 align:start position:0%
planning to make it a fully open source
 

02:26:19.310 --> 02:26:21.190 align:start position:0%
planning to make it a fully open source
but<02:26:19.790><c> I</c><02:26:19.850><c> don't</c><02:26:20.000><c> think</c><02:26:20.150><c> it's</c><02:26:20.240><c> quite</c>

02:26:21.190 --> 02:26:21.200 align:start position:0%
but I don't think it's quite
 

02:26:21.200 --> 02:26:23.980 align:start position:0%
but I don't think it's quite
yeah<02:26:21.460><c> it's</c><02:26:22.460><c> something</c><02:26:22.580><c> to</c><02:26:22.729><c> watch</c><02:26:22.820><c> out</c><02:26:23.000><c> for</c><02:26:23.030><c> on</c>

02:26:23.980 --> 02:26:23.990 align:start position:0%
yeah it's something to watch out for on
 

02:26:23.990 --> 02:26:25.600 align:start position:0%
yeah it's something to watch out for on
the<02:26:24.140><c> identity</c><02:26:24.439><c> sighs</c><02:26:24.770><c> you</c><02:26:25.010><c> ports</c><02:26:25.280><c> been</c><02:26:25.430><c> around</c>

02:26:25.600 --> 02:26:25.610 align:start position:0%
the identity sighs you ports been around
 

02:26:25.610 --> 02:26:27.400 align:start position:0%
the identity sighs you ports been around
for<02:26:25.760><c> a</c><02:26:25.790><c> while</c><02:26:25.850><c> they</c><02:26:26.300><c> build</c><02:26:26.420><c> on</c><02:26:26.600><c> top</c><02:26:26.689><c> of</c><02:26:26.750><c> a</c><02:26:26.990><c> PMS</c>

02:26:27.400 --> 02:26:27.410 align:start position:0%
for a while they build on top of a PMS
 

02:26:27.410 --> 02:26:30.160 align:start position:0%
for a while they build on top of a PMS
for<02:26:27.770><c> looking</c><02:26:28.310><c> up</c><02:26:28.370><c> identity</c><02:26:28.880><c> documents</c><02:26:29.479><c> and</c>

02:26:30.160 --> 02:26:30.170 align:start position:0%
for looking up identity documents and
 

02:26:30.170 --> 02:26:32.200 align:start position:0%
for looking up identity documents and
there's<02:26:30.350><c> also</c><02:26:30.439><c> now</c><02:26:30.650><c> free</c><02:26:31.280><c> box</c><02:26:31.490><c> which</c><02:26:31.790><c> is</c><02:26:31.939><c> super</c>

02:26:32.200 --> 02:26:32.210 align:start position:0%
there's also now free box which is super
 

02:26:32.210 --> 02:26:34.060 align:start position:0%
there's also now free box which is super
cool<02:26:32.479><c> and</c><02:26:32.510><c> they're</c><02:26:32.720><c> doing</c><02:26:32.930><c> kind</c><02:26:33.110><c> of</c><02:26:33.200><c> user</c><02:26:33.710><c> app</c>

02:26:34.060 --> 02:26:34.070 align:start position:0%
cool and they're doing kind of user app
 

02:26:34.070 --> 02:26:36.700 align:start position:0%
cool and they're doing kind of user app
profile<02:26:34.640><c> data</c><02:26:35.270><c> stores</c><02:26:35.600><c> on</c><02:26:35.960><c> top</c><02:26:36.110><c> of</c><02:26:36.229><c> IP</c><02:26:36.350><c> address</c>

02:26:36.700 --> 02:26:36.710 align:start position:0%
profile data stores on top of IP address
 

02:26:36.710 --> 02:26:39.130 align:start position:0%
profile data stores on top of IP address
use<02:26:37.220><c> a</c><02:26:37.370><c> Normandy</c><02:26:37.820><c> B</c><02:26:37.939><c> so</c><02:26:38.780><c> that's</c><02:26:38.930><c> kind</c><02:26:39.110><c> of</c>

02:26:39.130 --> 02:26:39.140 align:start position:0%
use a Normandy B so that's kind of
 

02:26:39.140 --> 02:26:42.070 align:start position:0%
use a Normandy B so that's kind of
another<02:26:39.670><c> database</c><02:26:40.670><c> style</c><02:26:41.120><c> tool</c><02:26:41.420><c> on</c><02:26:41.660><c> top</c><02:26:41.689><c> of</c><02:26:41.960><c> IP</c>

02:26:42.070 --> 02:26:42.080 align:start position:0%
another database style tool on top of IP
 

02:26:42.080 --> 02:26:45.700 align:start position:0%
another database style tool on top of IP
MS<02:26:42.410><c> that</c><02:26:43.040><c> lets</c><02:26:43.189><c> you</c><02:26:43.360><c> store</c><02:26:44.360><c> data</c><02:26:44.420><c> and</c><02:26:44.960><c> this</c><02:26:45.590><c> is</c>

02:26:45.700 --> 02:26:45.710 align:start position:0%
MS that lets you store data and this is
 

02:26:45.710 --> 02:26:47.170 align:start position:0%
MS that lets you store data and this is
super<02:26:45.920><c> cool</c><02:26:46.070><c> I</c><02:26:46.340><c> think</c><02:26:46.700><c> some</c><02:26:46.820><c> of</c><02:26:46.850><c> those</c><02:26:46.970><c> guys</c>

02:26:47.170 --> 02:26:47.180 align:start position:0%
super cool I think some of those guys
 

02:26:47.180 --> 02:26:51.400 align:start position:0%
super cool I think some of those guys
are<02:26:47.300><c> an</c><02:26:47.360><c> audience</c><02:26:47.689><c> up</c><02:26:47.870><c> go</c><02:26:48.410><c> chat</c><02:26:48.590><c> with</c><02:26:48.620><c> Mark</c><02:26:50.410><c> and</c>

02:26:51.400 --> 02:26:51.410 align:start position:0%
are an audience up go chat with Mark and
 

02:26:51.410 --> 02:26:53.050 align:start position:0%
are an audience up go chat with Mark and
then<02:26:51.590><c> finally</c><02:26:51.890><c> there's</c><02:26:52.189><c> the</c><02:26:52.520><c> Identity</c>

02:26:53.050 --> 02:26:53.060 align:start position:0%
then finally there's the Identity
 

02:26:53.060 --> 02:26:54.820 align:start position:0%
then finally there's the Identity
Manager<02:26:53.420><c> this</c><02:26:53.630><c> is</c><02:26:53.780><c> kind</c><02:26:53.960><c> of</c><02:26:53.990><c> a</c><02:26:54.110><c> spec</c><02:26:54.470><c> and</c><02:26:54.650><c> they</c>

02:26:54.820 --> 02:26:54.830 align:start position:0%
Manager this is kind of a spec and they
 

02:26:54.830 --> 02:26:56.679 align:start position:0%
Manager this is kind of a spec and they
also<02:26:54.950><c> built</c><02:26:55.220><c> a</c><02:26:55.340><c> proof</c><02:26:55.610><c> of</c><02:26:55.760><c> concept</c><02:26:56.030><c> of</c><02:26:56.510><c> it</c>

02:26:56.679 --> 02:26:56.689 align:start position:0%
also built a proof of concept of it
 

02:26:56.689 --> 02:26:58.540 align:start position:0%
also built a proof of concept of it
working<02:26:57.050><c> in</c><02:26:57.170><c> practice</c><02:26:57.290><c> this</c><02:26:57.890><c> is</c><02:26:58.070><c> trying</c><02:26:58.340><c> to</c><02:26:58.460><c> do</c>

02:26:58.540 --> 02:26:58.550 align:start position:0%
working in practice this is trying to do
 

02:26:58.550 --> 02:27:01.750 align:start position:0%
working in practice this is trying to do
this<02:26:59.420><c> is</c><02:26:59.570><c> trying</c><02:26:59.780><c> to</c><02:26:59.900><c> do</c><02:27:00.020><c> and</c><02:27:00.430><c> so</c><02:27:01.430><c> that</c><02:27:01.550><c> you</c><02:27:01.610><c> can</c>

02:27:01.750 --> 02:27:01.760 align:start position:0%
this is trying to do and so that you can
 

02:27:01.760 --> 02:27:03.520 align:start position:0%
this is trying to do and so that you can
log<02:27:01.970><c> in</c><02:27:02.150><c> with</c><02:27:02.180><c> many</c><02:27:02.600><c> different</c><02:27:02.930><c> identity</c>

02:27:03.520 --> 02:27:03.530 align:start position:0%
log in with many different identity
 

02:27:03.530 --> 02:27:05.230 align:start position:0%
log in with many different identity
types<02:27:03.770><c> say</c><02:27:04.100><c> you</c><02:27:04.160><c> have</c><02:27:04.370><c> three</c><02:27:04.670><c> box</c><02:27:04.850><c> identity</c>

02:27:05.230 --> 02:27:05.240 align:start position:0%
types say you have three box identity
 

02:27:05.240 --> 02:27:07.300 align:start position:0%
types say you have three box identity
and<02:27:05.510><c> you</c><02:27:05.780><c> poured</c><02:27:05.990><c> a</c><02:27:06.050><c> movie</c><02:27:06.380><c> and</c><02:27:06.650><c> the</c><02:27:06.740><c> IPS</c>

02:27:07.300 --> 02:27:07.310 align:start position:0%
and you poured a movie and the IPS
 

02:27:07.310 --> 02:27:09.790 align:start position:0%
and you poured a movie and the IPS
identity<02:27:07.790><c> of</c><02:27:08.120><c> the</c><02:27:08.240><c> some</c><02:27:09.050><c> other</c><02:27:09.260><c> somewhere</c>

02:27:09.790 --> 02:27:09.800 align:start position:0%
identity of the some other somewhere
 

02:27:09.800 --> 02:27:12.070 align:start position:0%
identity of the some other somewhere
identity<02:27:10.520><c> you</c><02:27:10.939><c> can</c><02:27:10.970><c> use</c><02:27:11.330><c> all</c><02:27:11.750><c> of</c><02:27:11.780><c> these</c><02:27:12.020><c> things</c>

02:27:12.070 --> 02:27:12.080 align:start position:0%
identity you can use all of these things
 

02:27:12.080 --> 02:27:14.290 align:start position:0%
identity you can use all of these things
in<02:27:12.530><c> one</c><02:27:12.740><c> identity</c><02:27:13.340><c> wallet</c><02:27:13.700><c> so</c><02:27:13.850><c> you</c><02:27:13.910><c> can</c><02:27:13.970><c> pick</c>

02:27:14.290 --> 02:27:14.300 align:start position:0%
in one identity wallet so you can pick
 

02:27:14.300 --> 02:27:15.790 align:start position:0%
in one identity wallet so you can pick
which<02:27:14.570><c> I</c><02:27:14.750><c> guess</c><02:27:14.900><c> it</c><02:27:15.050><c> you</c><02:27:15.229><c> want</c><02:27:15.410><c> to</c><02:27:15.470><c> use</c><02:27:15.620><c> in</c>

02:27:15.790 --> 02:27:15.800 align:start position:0%
which I guess it you want to use in
 

02:27:15.800 --> 02:27:17.560 align:start position:0%
which I guess it you want to use in
which<02:27:15.920><c> different</c><02:27:16.189><c> application</c><02:27:16.640><c> it</c><02:27:17.300><c> still</c>

02:27:17.560 --> 02:27:17.570 align:start position:0%
which different application it still
 

02:27:17.570 --> 02:27:18.900 align:start position:0%
which different application it still
this<02:27:17.780><c> is</c><02:27:17.930><c> just</c><02:27:18.110><c> a</c><02:27:18.260><c> proof</c><02:27:18.500><c> of</c><02:27:18.650><c> concept</c>

02:27:18.900 --> 02:27:18.910 align:start position:0%
this is just a proof of concept
 

02:27:18.910 --> 02:27:20.860 align:start position:0%
this is just a proof of concept
implementing<02:27:19.910><c> the</c><02:27:20.180><c> spec</c><02:27:20.450><c> that</c><02:27:20.630><c> they've</c>

02:27:20.860 --> 02:27:20.870 align:start position:0%
implementing the spec that they've
 

02:27:20.870 --> 02:27:22.929 align:start position:0%
implementing the spec that they've
designed<02:27:21.140><c> but</c><02:27:21.770><c> super</c><02:27:22.189><c> exciting</c><02:27:22.550><c> stuff</c><02:27:22.729><c> all</c>

02:27:22.929 --> 02:27:22.939 align:start position:0%
designed but super exciting stuff all
 

02:27:22.939 --> 02:27:25.960 align:start position:0%
designed but super exciting stuff all
those<02:27:23.150><c> on</c><02:27:23.300><c> top</c><02:27:23.390><c> of</c><02:27:23.540><c> the</c><02:27:23.660><c> IDs</c><02:27:23.960><c> and</c><02:27:24.970><c> super</c>

02:27:25.960 --> 02:27:25.970 align:start position:0%
those on top of the IDs and super
 

02:27:25.970 --> 02:27:27.100 align:start position:0%
those on top of the IDs and super
interested<02:27:26.300><c> in</c><02:27:26.420><c> collaborating</c><02:27:26.600><c> with</c><02:27:26.960><c> more</c>

02:27:27.100 --> 02:27:27.110 align:start position:0%
interested in collaborating with more
 

02:27:27.110 --> 02:27:29.440 align:start position:0%
interested in collaborating with more
people<02:27:27.410><c> to</c><02:27:27.530><c> utilize</c><02:27:27.680><c> in</c><02:27:28.640><c> real</c><02:27:29.060><c> world</c><02:27:29.270><c> use</c>

02:27:29.440 --> 02:27:29.450 align:start position:0%
people to utilize in real world use
 

02:27:29.450 --> 02:27:33.580 align:start position:0%
people to utilize in real world use
cases<02:27:31.330><c> my</c><02:27:32.330><c> locks</c><02:27:32.540><c> image</c><02:27:32.750><c> it's</c><02:27:33.140><c> just</c><02:27:33.320><c> there's</c>

02:27:33.580 --> 02:27:33.590 align:start position:0%
cases my locks image it's just there's
 

02:27:33.590 --> 02:27:34.900 align:start position:0%
cases my locks image it's just there's
so<02:27:33.710><c> many</c><02:27:33.800><c> more</c><02:27:33.979><c> things</c><02:27:34.189><c> here</c><02:27:34.460><c> but</c><02:27:34.610><c> I</c><02:27:34.700><c> want</c><02:27:34.850><c> to</c>

02:27:34.900 --> 02:27:34.910 align:start position:0%
so many more things here but I want to
 

02:27:34.910 --> 02:27:36.100 align:start position:0%
so many more things here but I want to
call<02:27:35.030><c> it</c><02:27:35.060><c> three</c><02:27:35.450><c> just</c><02:27:35.689><c> cuz</c><02:27:35.810><c> I</c><02:27:35.840><c> think</c><02:27:35.930><c> that</c>

02:27:36.100 --> 02:27:36.110 align:start position:0%
call it three just cuz I think that
 

02:27:36.110 --> 02:27:38.110 align:start position:0%
call it three just cuz I think that
super<02:27:36.350><c> cool</c><02:27:36.560><c> there's</c><02:27:37.040><c> matters</c><02:27:37.460><c> news</c><02:27:37.729><c> which</c><02:27:38.090><c> is</c>

02:27:38.110 --> 02:27:38.120 align:start position:0%
super cool there's matters news which is
 

02:27:38.120 --> 02:27:42.400 align:start position:0%
super cool there's matters news which is
doing<02:27:38.570><c> an</c><02:27:38.900><c> a</c><02:27:39.820><c> Chinese</c><02:27:40.820><c> kind</c><02:27:41.720><c> of</c><02:27:41.810><c> new</c><02:27:41.960><c> sharing</c>

02:27:42.400 --> 02:27:42.410 align:start position:0%
doing an a Chinese kind of new sharing
 

02:27:42.410 --> 02:27:44.290 align:start position:0%
doing an a Chinese kind of new sharing
application<02:27:42.890><c> so</c><02:27:43.130><c> that</c><02:27:43.250><c> you</c><02:27:43.550><c> as</c><02:27:43.729><c> a</c><02:27:43.760><c> person</c>

02:27:44.290 --> 02:27:44.300 align:start position:0%
application so that you as a person
 

02:27:44.300 --> 02:27:46.300 align:start position:0%
application so that you as a person
who's<02:27:44.600><c> writing</c><02:27:44.840><c> the</c><02:27:45.140><c> content</c><02:27:45.710><c> contribute</c><02:27:46.250><c> to</c>

02:27:46.300 --> 02:27:46.310 align:start position:0%
who's writing the content contribute to
 

02:27:46.310 --> 02:27:47.740 align:start position:0%
who's writing the content contribute to
this<02:27:46.370><c> website</c><02:27:46.700><c> you</c><02:27:47.060><c> really</c><02:27:47.300><c> own</c><02:27:47.450><c> your</c><02:27:47.479><c> data</c>

02:27:47.740 --> 02:27:47.750 align:start position:0%
this website you really own your data
 

02:27:47.750 --> 02:27:50.050 align:start position:0%
this website you really own your data
it's<02:27:48.050><c> kind</c><02:27:48.229><c> of</c><02:27:48.260><c> like</c><02:27:48.380><c> medium</c><02:27:49.100><c> but</c><02:27:49.400><c> you</c><02:27:49.790><c> can</c>

02:27:50.050 --> 02:27:50.060 align:start position:0%
it's kind of like medium but you can
 

02:27:50.060 --> 02:27:51.700 align:start position:0%
it's kind of like medium but you can
actually<02:27:50.240><c> pick</c><02:27:50.810><c> up</c><02:27:50.900><c> all</c><02:27:51.050><c> your</c><02:27:51.170><c> data</c><02:27:51.290><c> and</c><02:27:51.439><c> go</c>

02:27:51.700 --> 02:27:51.710 align:start position:0%
actually pick up all your data and go
 

02:27:51.710 --> 02:27:54.040 align:start position:0%
actually pick up all your data and go
and<02:27:51.979><c> take</c><02:27:52.130><c> this</c><02:27:52.250><c> full</c><02:27:52.490><c> site</c><02:27:52.670><c> with</c><02:27:52.820><c> you</c><02:27:53.050><c> it's</c>

02:27:54.040 --> 02:27:54.050 align:start position:0%
and take this full site with you it's
 

02:27:54.050 --> 02:27:55.750 align:start position:0%
and take this full site with you it's
radical<02:27:54.590><c> I</c><02:27:54.680><c> think</c><02:27:54.860><c> someone</c><02:27:55.100><c> from</c><02:27:55.189><c> radicals</c><02:27:55.670><c> in</c>

02:27:55.750 --> 02:27:55.760 align:start position:0%
radical I think someone from radicals in
 

02:27:55.760 --> 02:27:57.310 align:start position:0%
radical I think someone from radicals in
there<02:27:55.850><c> right</c><02:27:56.030><c> yeah</c><02:27:56.510><c> go</c><02:27:56.900><c> chat</c><02:27:57.080><c> with</c><02:27:57.110><c> her</c><02:27:57.290><c> about</c>

02:27:57.310 --> 02:27:57.320 align:start position:0%
there right yeah go chat with her about
 

02:27:57.320 --> 02:27:59.080 align:start position:0%
there right yeah go chat with her about
radical<02:27:57.920><c> probably</c><02:27:58.220><c> super</c><02:27:58.490><c> cool</c><02:27:58.700><c> she's</c><02:27:58.970><c> gonna</c>

02:27:59.080 --> 02:27:59.090 align:start position:0%
radical probably super cool she's gonna
 

02:27:59.090 --> 02:28:00.160 align:start position:0%
radical probably super cool she's gonna
know<02:27:59.240><c> about</c><02:27:59.330><c> a</c><02:27:59.420><c> lightning</c><02:27:59.630><c> strike</c><02:27:59.930><c> on</c><02:27:59.990><c> this</c>

02:28:00.160 --> 02:28:00.170 align:start position:0%
know about a lightning strike on this
 

02:28:00.170 --> 02:28:03.429 align:start position:0%
know about a lightning strike on this
awesome<02:28:01.130><c> even</c><02:28:01.700><c> better</c><02:28:01.850><c> you</c><02:28:02.780><c> can</c><02:28:02.810><c> hear</c><02:28:03.320><c> more</c>

02:28:03.429 --> 02:28:03.439 align:start position:0%
awesome even better you can hear more
 

02:28:03.439 --> 02:28:05.110 align:start position:0%
awesome even better you can hear more
about<02:28:03.530><c> this</c><02:28:03.710><c> in</c><02:28:03.830><c> a</c><02:28:03.860><c> second</c><02:28:04.250><c> and</c><02:28:04.550><c> finally</c><02:28:04.910><c> I'm</c>

02:28:05.110 --> 02:28:05.120 align:start position:0%
about this in a second and finally I'm
 

02:28:05.120 --> 02:28:07.210 align:start position:0%
about this in a second and finally I'm
also<02:28:05.750><c> an</c><02:28:05.960><c> identity</c><02:28:06.110><c> space</c><02:28:06.500><c> Microsoft</c><02:28:07.130><c> just</c>

02:28:07.210 --> 02:28:07.220 align:start position:0%
also an identity space Microsoft just
 

02:28:07.220 --> 02:28:10.410 align:start position:0%
also an identity space Microsoft just
watch<02:28:07.880><c> this</c><02:28:08.180><c> yet</c><02:28:08.810><c> even</c><02:28:08.930><c> thing</c><02:28:09.170><c> called</c><02:28:09.320><c> an</c><02:28:09.380><c> ion</c>

02:28:10.410 --> 02:28:10.420 align:start position:0%
watch this yet even thing called an ion
 

02:28:10.420 --> 02:28:14.590 align:start position:0%
watch this yet even thing called an ion
okay<02:28:11.470><c> quickly</c><02:28:12.970><c> in</c><02:28:13.970><c> my</c><02:28:14.060><c> last</c><02:28:14.270><c> three</c><02:28:14.479><c> minutes</c>

02:28:14.590 --> 02:28:14.600 align:start position:0%
okay quickly in my last three minutes
 

02:28:14.600 --> 02:28:16.929 align:start position:0%
okay quickly in my last three minutes
accessing<02:28:15.439><c> IVFs</c><02:28:15.800><c> has</c><02:28:16.010><c> also</c><02:28:16.250><c> gotten</c><02:28:16.670><c> a</c><02:28:16.790><c> lot</c>

02:28:16.929 --> 02:28:16.939 align:start position:0%
accessing IVFs has also gotten a lot
 

02:28:16.939 --> 02:28:19.840 align:start position:0%
accessing IVFs has also gotten a lot
easier<02:28:17.380><c> desktop</c><02:28:18.380><c> and</c><02:28:18.590><c> what</c><02:28:18.680><c> UI</c><02:28:18.890><c> are</c><02:28:19.250><c> too</c><02:28:19.490><c> kind</c>

02:28:19.840 --> 02:28:19.850 align:start position:0%
easier desktop and what UI are too kind
 

02:28:19.850 --> 02:28:22.900 align:start position:0%
easier desktop and what UI are too kind
of<02:28:20.000><c> and</c><02:28:20.180><c> user</c><02:28:20.750><c> tools</c><02:28:21.200><c> that</c><02:28:21.560><c> we</c><02:28:22.400><c> created</c><02:28:22.700><c> in</c><02:28:22.880><c> the</c>

02:28:22.900 --> 02:28:22.910 align:start position:0%
of and user tools that we created in the
 

02:28:22.910 --> 02:28:23.439 align:start position:0%
of and user tools that we created in the
project

02:28:23.439 --> 02:28:23.449 align:start position:0%
project
 

02:28:23.449 --> 02:28:25.840 align:start position:0%
project
to<02:28:23.569><c> make</c><02:28:24.169><c> it</c><02:28:24.289><c> easy</c><02:28:24.499><c> to</c><02:28:24.770><c> access</c><02:28:25.100><c> and</c><02:28:25.459><c> run</c><02:28:25.549><c> an</c><02:28:25.699><c> IP</c>

02:28:25.840 --> 02:28:25.850 align:start position:0%
to make it easy to access and run an IP
 

02:28:25.850 --> 02:28:27.340 align:start position:0%
to make it easy to access and run an IP
let's<02:28:26.089><c> note</c><02:28:26.239><c> highly</c><02:28:26.899><c> recommend</c><02:28:27.259><c> getting</c>

02:28:27.340 --> 02:28:27.350 align:start position:0%
let's note highly recommend getting
 

02:28:27.350 --> 02:28:28.869 align:start position:0%
let's note highly recommend getting
started<02:28:27.799><c> with</c><02:28:27.919><c> desktop</c><02:28:28.249><c> if</c><02:28:28.579><c> you</c><02:28:28.669><c> don't</c>

02:28:28.869 --> 02:28:28.879 align:start position:0%
started with desktop if you don't
 

02:28:28.879 --> 02:28:30.219 align:start position:0%
started with desktop if you don't
currently<02:28:29.119><c> around</c><02:28:29.419><c> an</c><02:28:29.629><c> IT</c><02:28:29.749><c> investment</c><02:28:30.140><c> it's</c>

02:28:30.219 --> 02:28:30.229 align:start position:0%
currently around an IT investment it's
 

02:28:30.229 --> 02:28:32.170 align:start position:0%
currently around an IT investment it's
really<02:28:30.439><c> easy</c><02:28:30.649><c> you</c><02:28:30.979><c> can</c><02:28:31.279><c> add</c><02:28:31.399><c> IPS</c><02:28:31.819><c> to</c><02:28:31.909><c> your</c><02:28:31.999><c> tool</c>

02:28:32.170 --> 02:28:32.180 align:start position:0%
really easy you can add IPS to your tool
 

02:28:32.180 --> 02:28:36.099 align:start position:0%
really easy you can add IPS to your tool
team<02:28:32.419><c> you</c><02:28:32.959><c> have</c><02:28:33.140><c> a</c><02:28:33.169><c> persistent</c><02:28:34.209><c> like</c><02:28:35.209><c> widget</c>

02:28:36.099 --> 02:28:36.109 align:start position:0%
team you have a persistent like widget
 

02:28:36.109 --> 02:28:38.349 align:start position:0%
team you have a persistent like widget
in<02:28:36.289><c> your</c><02:28:36.499><c> address</c><02:28:37.249><c> book</c><02:28:37.430><c> earlier</c><02:28:37.759><c> whatever</c>

02:28:38.349 --> 02:28:38.359 align:start position:0%
in your address book earlier whatever
 

02:28:38.359 --> 02:28:40.119 align:start position:0%
in your address book earlier whatever
top<02:28:38.930><c> bar</c><02:28:39.140><c> that</c><02:28:39.439><c> you're</c><02:28:39.499><c> going</c><02:28:39.649><c> to</c><02:28:39.709><c> play</c><02:28:39.919><c> with</c>

02:28:40.119 --> 02:28:40.129 align:start position:0%
top bar that you're going to play with
 

02:28:40.129 --> 02:28:41.649 align:start position:0%
top bar that you're going to play with
and<02:28:40.520><c> you</c><02:28:40.640><c> also</c><02:28:40.850><c> get</c><02:28:41.029><c> all</c><02:28:41.149><c> these</c><02:28:41.329><c> beautiful</c>

02:28:41.649 --> 02:28:41.659 align:start position:0%
and you also get all these beautiful
 

02:28:41.659 --> 02:28:43.269 align:start position:0%
and you also get all these beautiful
visualizations<02:28:42.079><c> at</c><02:28:42.619><c> the</c><02:28:42.709><c> files</c><02:28:43.009><c> you're</c>

02:28:43.269 --> 02:28:43.279 align:start position:0%
visualizations at the files you're
 

02:28:43.279 --> 02:28:44.829 align:start position:0%
visualizations at the files you're
pinning<02:28:43.520><c> and</c><02:28:43.819><c> what</c><02:28:43.909><c> nodes</c><02:28:44.299><c> you're</c><02:28:44.390><c> connected</c>

02:28:44.829 --> 02:28:44.839 align:start position:0%
pinning and what nodes you're connected
 

02:28:44.839 --> 02:28:47.439 align:start position:0%
pinning and what nodes you're connected
to<02:28:45.020><c> and</c><02:28:45.259><c> all</c><02:28:45.319><c> this</c><02:28:45.439><c> other</c><02:28:45.619><c> exciting</c><02:28:45.890><c> stuff</c><02:28:46.449><c> you</c>

02:28:47.439 --> 02:28:47.449 align:start position:0%
to and all this other exciting stuff you
 

02:28:47.449 --> 02:28:49.510 align:start position:0%
to and all this other exciting stuff you
could<02:28:47.629><c> run</c><02:28:47.930><c> it</c><02:28:48.049><c> you're</c><02:28:48.709><c> connecting</c><02:28:49.069><c> with</c><02:28:49.159><c> IBM</c>

02:28:49.510 --> 02:28:49.520 align:start position:0%
could run it you're connecting with IBM
 

02:28:49.520 --> 02:28:51.279 align:start position:0%
could run it you're connecting with IBM
s<02:28:49.609><c> companion</c><02:28:50.180><c> which</c><02:28:50.629><c> is</c><02:28:50.779><c> a</c><02:28:50.959><c> browser</c><02:28:51.169><c> extension</c>

02:28:51.279 --> 02:28:51.289 align:start position:0%
s companion which is a browser extension
 

02:28:51.289 --> 02:28:53.559 align:start position:0%
s companion which is a browser extension
we've<02:28:51.890><c> created</c><02:28:52.129><c> for</c><02:28:52.310><c> Chrome</c><02:28:52.699><c> and</c><02:28:52.729><c> for</c><02:28:53.180><c> Firefox</c>

02:28:53.559 --> 02:28:53.569 align:start position:0%
we've created for Chrome and for Firefox
 

02:28:53.569 --> 02:28:56.529 align:start position:0%
we've created for Chrome and for Firefox
which<02:28:54.020><c> now</c><02:28:54.199><c> has</c><02:28:54.409><c> 20</c><02:28:54.770><c> 20</c><02:28:55.459><c> K</c><02:28:55.640><c> people</c><02:28:56.149><c> using</c><02:28:56.449><c> it</c>

02:28:56.529 --> 02:28:56.539 align:start position:0%
which now has 20 20 K people using it
 

02:28:56.539 --> 02:28:57.760 align:start position:0%
which now has 20 20 K people using it
super<02:28:57.199><c> exciting</c>

02:28:57.760 --> 02:28:57.770 align:start position:0%
super exciting
 

02:28:57.770 --> 02:29:00.130 align:start position:0%
super exciting
speaking<02:28:58.549><c> of</c><02:28:58.699><c> companion</c><02:28:59.239><c> it's</c><02:28:59.539><c> also</c><02:28:59.779><c> now</c>

02:29:00.130 --> 02:29:00.140 align:start position:0%
speaking of companion it's also now
 

02:29:00.140 --> 02:29:02.139 align:start position:0%
speaking of companion it's also now
integrated<02:29:00.799><c> with</c><02:29:00.829><c> braid</c><02:29:01.219><c> directly</c><02:29:01.819><c> so</c><02:29:02.119><c> that</c>

02:29:02.139 --> 02:29:02.149 align:start position:0%
integrated with braid directly so that
 

02:29:02.149 --> 02:29:04.119 align:start position:0%
integrated with braid directly so that
you<02:29:02.299><c> can</c><02:29:02.479><c> just</c><02:29:02.659><c> install</c><02:29:03.079><c> brave</c><02:29:03.289><c> go</c><02:29:03.829><c> to</c><02:29:03.890><c> your</c>

02:29:04.119 --> 02:29:04.129 align:start position:0%
you can just install brave go to your
 

02:29:04.129 --> 02:29:06.789 align:start position:0%
you can just install brave go to your
like<02:29:04.399><c> little</c><02:29:04.879><c> settings</c><02:29:05.239><c> area</c><02:29:05.449><c> and</c><02:29:05.779><c> I</c><02:29:06.379><c> think</c>

02:29:06.789 --> 02:29:06.799 align:start position:0%
like little settings area and I think
 

02:29:06.799 --> 02:29:09.369 align:start position:0%
like little settings area and I think
this<02:29:06.979><c> companion</c><02:29:07.459><c> is</c><02:29:07.609><c> default</c><02:29:08.149><c> can't</c><02:29:09.140><c> really</c>

02:29:09.369 --> 02:29:09.379 align:start position:0%
this companion is default can't really
 

02:29:09.379 --> 02:29:11.109 align:start position:0%
this companion is default can't really
see<02:29:09.499><c> it</c><02:29:09.589><c> this</c><02:29:09.739><c> time</c><02:29:09.919><c> in</c><02:29:10.189><c> Java</c><02:29:10.399><c> but</c><02:29:10.549><c> you're</c><02:29:10.999><c> just</c>

02:29:11.109 --> 02:29:11.119 align:start position:0%
see it this time in Java but you're just
 

02:29:11.119 --> 02:29:12.880 align:start position:0%
see it this time in Java but you're just
toggle<02:29:11.449><c> that</c><02:29:11.539><c> button</c><02:29:11.839><c> you</c><02:29:12.229><c> get</c><02:29:12.319><c> a</c><02:29:12.379><c> companion</c>

02:29:12.880 --> 02:29:12.890 align:start position:0%
toggle that button you get a companion
 

02:29:12.890 --> 02:29:14.649 align:start position:0%
toggle that button you get a companion
at<02:29:13.069><c> it</c><02:29:13.219><c> and</c><02:29:13.399><c> it</c><02:29:13.489><c> also</c><02:29:13.669><c> gets</c><02:29:13.879><c> access</c><02:29:14.390><c> to</c><02:29:14.509><c> things</c>

02:29:14.649 --> 02:29:14.659 align:start position:0%
at it and it also gets access to things
 

02:29:14.659 --> 02:29:16.359 align:start position:0%
at it and it also gets access to things
like<02:29:14.779><c> the</c><02:29:14.959><c> chrome</c><02:29:15.140><c> sockets</c><02:29:15.529><c> API</c><02:29:15.829><c> so</c><02:29:16.129><c> if</c><02:29:16.189><c> you</c><02:29:16.279><c> do</c>

02:29:16.359 --> 02:29:16.369 align:start position:0%
like the chrome sockets API so if you do
 

02:29:16.369 --> 02:29:18.130 align:start position:0%
like the chrome sockets API so if you do
some<02:29:16.549><c> really</c><02:29:16.729><c> cool</c><02:29:16.969><c> stuff</c><02:29:17.029><c> so</c><02:29:17.479><c> expect</c><02:29:18.079><c> more</c>

02:29:18.130 --> 02:29:18.140 align:start position:0%
some really cool stuff so expect more
 

02:29:18.140 --> 02:29:20.380 align:start position:0%
some really cool stuff so expect more
more<02:29:18.949><c> exciting</c><02:29:19.399><c> news</c><02:29:19.549><c> to</c><02:29:19.729><c> come</c><02:29:19.909><c> there</c><02:29:20.089><c> but</c>

02:29:20.380 --> 02:29:20.390 align:start position:0%
more exciting news to come there but
 

02:29:20.390 --> 02:29:22.599 align:start position:0%
more exciting news to come there but
it's<02:29:21.049><c> it's</c><02:29:21.439><c> letting</c><02:29:21.739><c> setting</c><02:29:22.189><c> you</c><02:29:22.279><c> up</c><02:29:22.310><c> where</c>

02:29:22.599 --> 02:29:22.609 align:start position:0%
it's it's letting setting you up where
 

02:29:22.609 --> 02:29:24.429 align:start position:0%
it's it's letting setting you up where
you<02:29:22.729><c> can</c><02:29:22.909><c> do</c><02:29:23.060><c> kind</c><02:29:23.270><c> of</c><02:29:23.359><c> mdns</c><02:29:23.779><c> connections</c><02:29:24.229><c> to</c>

02:29:24.429 --> 02:29:24.439 align:start position:0%
you can do kind of mdns connections to
 

02:29:24.439 --> 02:29:26.349 align:start position:0%
you can do kind of mdns connections to
many<02:29:24.589><c> people</c><02:29:24.859><c> in</c><02:29:24.919><c> a</c><02:29:24.979><c> room</c><02:29:25.159><c> over</c><02:29:25.819><c> brave</c><02:29:26.060><c> and</c>

02:29:26.349 --> 02:29:26.359 align:start position:0%
many people in a room over brave and
 

02:29:26.359 --> 02:29:28.630 align:start position:0%
many people in a room over brave and
directly<02:29:26.659><c> share</c><02:29:27.140><c> with</c><02:29:27.259><c> each</c><02:29:27.379><c> other</c><02:29:27.640><c> they're</c>

02:29:28.630 --> 02:29:28.640 align:start position:0%
directly share with each other they're
 

02:29:28.640 --> 02:29:30.639 align:start position:0%
directly share with each other they're
also<02:29:28.759><c> working</c><02:29:28.999><c> on</c><02:29:29.239><c> adding</c><02:29:29.419><c> some</c><02:29:29.509><c> nice</c><02:29:29.779><c> IP</c><02:29:30.350><c> best</c>

02:29:30.639 --> 02:29:30.649 align:start position:0%
also working on adding some nice IP best
 

02:29:30.649 --> 02:29:32.439 align:start position:0%
also working on adding some nice IP best
colon<02:29:30.979><c> slash</c><02:29:31.129><c> slash</c><02:29:31.310><c> so</c><02:29:31.939><c> that</c><02:29:32.060><c> you</c><02:29:32.119><c> know</c><02:29:32.270><c> when</c>

02:29:32.439 --> 02:29:32.449 align:start position:0%
colon slash slash so that you know when
 

02:29:32.449 --> 02:29:33.819 align:start position:0%
colon slash slash so that you know when
you're<02:29:32.539><c> accessing</c><02:29:32.810><c> it</c><02:29:33.049><c> might</c><02:29:33.140><c> be</c><02:29:33.229><c> FS</c><02:29:33.439><c> URL</c>

02:29:33.819 --> 02:29:33.829 align:start position:0%
you're accessing it might be FS URL
 

02:29:33.829 --> 02:29:36.159 align:start position:0%
you're accessing it might be FS URL
directly<02:29:34.489><c> within</c><02:29:34.909><c> the</c><02:29:35.060><c> browser</c><02:29:35.180><c> itself</c><02:29:35.600><c> and</c>

02:29:36.159 --> 02:29:36.169 align:start position:0%
directly within the browser itself and
 

02:29:36.169 --> 02:29:38.859 align:start position:0%
directly within the browser itself and
leading<02:29:36.560><c> the</c><02:29:36.649><c> charge</c><02:29:37.149><c> opera</c><02:29:38.149><c> is</c><02:29:38.329><c> also</c><02:29:38.659><c> working</c>

02:29:38.859 --> 02:29:38.869 align:start position:0%
leading the charge opera is also working
 

02:29:38.869 --> 02:29:41.800 align:start position:0%
leading the charge opera is also working
on<02:29:39.489><c> IQs</c><02:29:40.489><c> and</c><02:29:40.669><c> the</c><02:29:40.789><c> NS</c><02:29:41.060><c> support</c><02:29:41.419><c> they</c><02:29:41.569><c> announced</c>

02:29:41.800 --> 02:29:41.810 align:start position:0%
on IQs and the NS support they announced
 

02:29:41.810 --> 02:29:45.609 align:start position:0%
on IQs and the NS support they announced
this<02:29:42.020><c> back</c><02:29:42.409><c> in</c><02:29:42.999><c> April</c><02:29:43.999><c> mini</c><02:29:44.209><c> team</c><02:29:45.049><c> something</c>

02:29:45.609 --> 02:29:45.619 align:start position:0%
this back in April mini team something
 

02:29:45.619 --> 02:29:46.059 align:start position:0%
this back in April mini team something
like<02:29:45.739><c> that</c>

02:29:46.059 --> 02:29:46.069 align:start position:0%
like that
 

02:29:46.069 --> 02:29:49.179 align:start position:0%
like that
the<02:29:46.819><c> aim</c><02:29:47.060><c> hopefully</c><02:29:47.959><c> is</c><02:29:48.140><c> that</c><02:29:48.169><c> have</c><02:29:48.469><c> support</c>

02:29:49.179 --> 02:29:49.189 align:start position:0%
the aim hopefully is that have support
 

02:29:49.189 --> 02:29:52.239 align:start position:0%
the aim hopefully is that have support
in<02:29:49.939><c> the</c><02:29:50.119><c> end</c><02:29:50.209><c> road</c><02:29:50.449><c> I</c><02:29:50.719><c> ended</c><02:29:51.199><c> here</c><02:29:51.439><c> and</c><02:29:51.649><c> then</c>

02:29:52.239 --> 02:29:52.249 align:start position:0%
in the end road I ended here and then
 

02:29:52.249 --> 02:29:53.469 align:start position:0%
in the end road I ended here and then
Firefox<02:29:52.669><c> we've</c><02:29:52.789><c> been</c><02:29:52.909><c> working</c><02:29:53.119><c> on</c><02:29:53.180><c> that</c><02:29:53.209><c> for</c><02:29:53.329><c> a</c>

02:29:53.469 --> 02:29:53.479 align:start position:0%
Firefox we've been working on that for a
 

02:29:53.479 --> 02:29:55.929 align:start position:0%
Firefox we've been working on that for a
long<02:29:53.600><c> time</c><02:29:53.810><c> they</c><02:29:54.319><c> added</c><02:29:54.850><c> support</c><02:29:55.850><c> for</c>

02:29:55.929 --> 02:29:55.939 align:start position:0%
long time they added support for
 

02:29:55.939 --> 02:29:57.249 align:start position:0%
long time they added support for
decentralized<02:29:56.329><c> protocol</c><02:29:56.749><c> handlers</c><02:29:57.079><c> in</c>

02:29:57.249 --> 02:29:57.259 align:start position:0%
decentralized protocol handlers in
 

02:29:57.259 --> 02:29:59.979 align:start position:0%
decentralized protocol handlers in
Firefox<02:29:57.619><c> 59</c><02:29:58.039><c> and</c><02:29:58.339><c> Lib</c><02:29:59.119><c> D</c><02:29:59.270><c> web</c><02:29:59.449><c> which</c><02:29:59.689><c> is</c><02:29:59.839><c> that</c>

02:29:59.979 --> 02:29:59.989 align:start position:0%
Firefox 59 and Lib D web which is that
 

02:29:59.989 --> 02:30:02.529 align:start position:0%
Firefox 59 and Lib D web which is that
kind<02:30:00.289><c> of</c><02:30:00.350><c> generalized</c><02:30:01.339><c> supports</c><02:30:01.909><c> many</c><02:30:02.209><c> many</c>

02:30:02.529 --> 02:30:02.539 align:start position:0%
kind of generalized supports many many
 

02:30:02.539 --> 02:30:05.319 align:start position:0%
kind of generalized supports many many
different<02:30:02.930><c> web</c><02:30:03.499><c> handlers</c><02:30:04.009><c> is</c><02:30:04.699><c> currently</c>

02:30:05.319 --> 02:30:05.329 align:start position:0%
different web handlers is currently
 

02:30:05.329 --> 02:30:06.819 align:start position:0%
different web handlers is currently
working<02:30:05.600><c> on</c><02:30:05.899><c> being</c><02:30:06.079><c> integrated</c><02:30:06.409><c> into</c><02:30:06.739><c> the</c>

02:30:06.819 --> 02:30:06.829 align:start position:0%
working on being integrated into the
 

02:30:06.829 --> 02:30:10.389 align:start position:0%
working on being integrated into the
Gecko<02:30:07.069><c> browser</c><02:30:07.279><c> engine</c><02:30:08.649><c> there's</c><02:30:09.649><c> also</c><02:30:10.009><c> really</c>

02:30:10.389 --> 02:30:10.399 align:start position:0%
Gecko browser engine there's also really
 

02:30:10.399 --> 02:30:11.290 align:start position:0%
Gecko browser engine there's also really
exciting<02:30:10.759><c> stuff</c><02:30:10.879><c> happen</c>

02:30:11.290 --> 02:30:11.300 align:start position:0%
exciting stuff happen
 

02:30:11.300 --> 02:30:12.519 align:start position:0%
exciting stuff happen
in<02:30:11.359><c> the</c><02:30:11.479><c> gateways</c><02:30:11.840><c> and</c><02:30:12.020><c> pinning</c><02:30:12.319><c> space</c>

02:30:12.519 --> 02:30:12.529 align:start position:0%
in the gateways and pinning space
 

02:30:12.529 --> 02:30:14.740 align:start position:0%
in the gateways and pinning space
there's<02:30:12.829><c> a</c><02:30:12.920><c> ton</c><02:30:13.159><c> of</c><02:30:13.189><c> computing</c><02:30:13.699><c> services</c><02:30:14.149><c> not</c>

02:30:14.740 --> 02:30:14.750 align:start position:0%
there's a ton of computing services not
 

02:30:14.750 --> 02:30:16.899 align:start position:0%
there's a ton of computing services not
over<02:30:15.109><c> somewhere</c><02:30:15.619><c> in</c><02:30:15.710><c> here</c><02:30:15.859><c> from</c><02:30:16.100><c> pinata</c><02:30:16.399><c> and</c>

02:30:16.899 --> 02:30:16.909 align:start position:0%
over somewhere in here from pinata and
 

02:30:16.909 --> 02:30:37.559 align:start position:0%
over somewhere in here from pinata and
that's<02:30:17.899><c> where</c><02:30:18.020><c> anyways</c><02:30:18.289><c> and</c><02:30:18.859><c> as</c><02:30:19.789><c> I</c><02:30:20.000><c> expected</c>

02:30:37.559 --> 02:30:37.569 align:start position:0%
 
 

02:30:37.569 --> 02:30:40.660 align:start position:0%
 
there's<02:30:38.569><c> a</c><02:30:38.659><c> lot</c><02:30:38.810><c> of</c><02:30:38.930><c> stuff</c><02:30:39.109><c> next</c><02:30:39.439><c> I</c><02:30:39.649><c> think</c><02:30:40.520><c> a</c>

02:30:40.660 --> 02:30:40.670 align:start position:0%
there's a lot of stuff next I think a
 

02:30:40.670 --> 02:30:43.120 align:start position:0%
there's a lot of stuff next I think a
big<02:30:40.819><c> focus</c><02:30:41.000><c> I'll</c><02:30:41.329><c> skip</c><02:30:42.050><c> to</c><02:30:42.079><c> that</c><02:30:42.289><c> slide</c><02:30:42.590><c> it's</c>

02:30:43.120 --> 02:30:43.130 align:start position:0%
big focus I'll skip to that slide it's
 

02:30:43.130 --> 02:30:49.120 align:start position:0%
big focus I'll skip to that slide it's
effective<02:30:43.670><c> a</c><02:30:46.869><c> big</c><02:30:47.869><c> focus</c><02:30:48.170><c> is</c><02:30:48.350><c> testing</c><02:30:48.770><c> and</c><02:30:48.949><c> so</c>

02:30:49.120 --> 02:30:49.130 align:start position:0%
effective a big focus is testing and so
 

02:30:49.130 --> 02:30:51.670 align:start position:0%
effective a big focus is testing and so
we<02:30:49.760><c> should</c><02:30:49.939><c> chat</c><02:30:50.119><c> later</c><02:30:50.329><c> but</c><02:30:50.689><c> one</c><02:30:51.529><c> of</c><02:30:51.560><c> the</c>

02:30:51.670 --> 02:30:51.680 align:start position:0%
we should chat later but one of the
 

02:30:51.680 --> 02:30:52.689 align:start position:0%
we should chat later but one of the
areas<02:30:51.710><c> were</c><02:30:52.039><c> working</c><02:30:52.279><c> on</c><02:30:52.399><c> right</c><02:30:52.430><c> now</c><02:30:52.550><c> two</c>

02:30:52.689 --> 02:30:52.699 align:start position:0%
areas were working on right now two
 

02:30:52.699 --> 02:30:54.939 align:start position:0%
areas were working on right now two
simplest<02:30:53.239><c> application</c><02:30:53.869><c> it's</c><02:30:54.350><c> very</c><02:30:54.619><c> hard</c><02:30:54.859><c> to</c>

02:30:54.939 --> 02:30:54.949 align:start position:0%
simplest application it's very hard to
 

02:30:54.949 --> 02:30:56.500 align:start position:0%
simplest application it's very hard to
test<02:30:55.159><c> we</c><02:30:55.789><c> want</c><02:30:55.939><c> to</c><02:30:56.000><c> be</c><02:30:56.060><c> able</c><02:30:56.119><c> to</c><02:30:56.210><c> spend</c><02:30:56.420><c> up</c>

02:30:56.500 --> 02:30:56.510 align:start position:0%
test we want to be able to spend up
 

02:30:56.510 --> 02:30:59.830 align:start position:0%
test we want to be able to spend up
10,000<02:30:57.229><c> nodes</c><02:30:57.590><c> in</c><02:30:58.069><c> a</c><02:30:58.970><c> network</c><02:30:59.029><c> be</c><02:30:59.510><c> able</c><02:30:59.689><c> to</c>

02:30:59.830 --> 02:30:59.840 align:start position:0%
10,000 nodes in a network be able to
 

02:30:59.840 --> 02:31:01.809 align:start position:0%
10,000 nodes in a network be able to
emulate<02:31:00.829><c> having</c><02:31:01.100><c> some</c><02:31:01.310><c> of</c><02:31:01.399><c> them</c><02:31:01.550><c> hidden</c>

02:31:01.809 --> 02:31:01.819 align:start position:0%
emulate having some of them hidden
 

02:31:01.819 --> 02:31:04.660 align:start position:0%
emulate having some of them hidden
behind<02:31:01.970><c> apps</c><02:31:02.500><c> run</c><02:31:03.500><c> a</c><02:31:03.529><c> series</c><02:31:04.010><c> of</c><02:31:04.159><c> test</c><02:31:04.460><c> cases</c>

02:31:04.660 --> 02:31:04.670 align:start position:0%
behind apps run a series of test cases
 

02:31:04.670 --> 02:31:07.330 align:start position:0%
behind apps run a series of test cases
back<02:31:04.970><c> and</c><02:31:05.149><c> forth</c><02:31:05.329><c> and</c><02:31:06.079><c> try</c><02:31:06.409><c> and</c><02:31:06.560><c> validate</c><02:31:06.949><c> that</c>

02:31:07.330 --> 02:31:07.340 align:start position:0%
back and forth and try and validate that
 

02:31:07.340 --> 02:31:09.279 align:start position:0%
back and forth and try and validate that
the<02:31:07.939><c> hundreds</c><02:31:08.329><c> of</c><02:31:08.420><c> thousands</c><02:31:08.899><c> of</c><02:31:08.960><c> musics</c>

02:31:09.279 --> 02:31:09.289 align:start position:0%
the hundreds of thousands of musics
 

02:31:09.289 --> 02:31:10.689 align:start position:0%
the hundreds of thousands of musics
connected<02:31:09.619><c> to</c><02:31:09.680><c> that</c><02:31:09.770><c> because</c><02:31:09.949><c> network</c><02:31:10.369><c> are</c>

02:31:10.689 --> 02:31:10.699 align:start position:0%
connected to that because network are
 

02:31:10.699 --> 02:31:12.370 align:start position:0%
connected to that because network are
going<02:31:10.939><c> to</c><02:31:11.000><c> be</c><02:31:11.090><c> very</c><02:31:11.329><c> happy</c><02:31:11.600><c> the</c><02:31:12.020><c> next</c><02:31:12.229><c> time</c>

02:31:12.370 --> 02:31:12.380 align:start position:0%
going to be very happy the next time
 

02:31:12.380 --> 02:31:15.309 align:start position:0%
going to be very happy the next time
that<02:31:12.560><c> we</c><02:31:12.649><c> want</c><02:31:13.369><c> to</c><02:31:13.699><c> go</c><02:31:13.819><c> ipfs</c><02:31:14.239><c> code</c><02:31:14.449><c> op</c><02:31:14.569><c> 5.0</c><02:31:15.050><c> and</c>

02:31:15.309 --> 02:31:15.319 align:start position:0%
that we want to go ipfs code op 5.0 and
 

02:31:15.319 --> 02:31:16.870 align:start position:0%
that we want to go ipfs code op 5.0 and
it<02:31:15.409><c> doesn't</c><02:31:15.649><c> have</c><02:31:15.800><c> any</c><02:31:15.949><c> issues</c><02:31:16.159><c> about</c><02:31:16.609><c> to</c><02:31:16.760><c> that</c>

02:31:16.870 --> 02:31:16.880 align:start position:0%
it doesn't have any issues about to that
 

02:31:16.880 --> 02:31:19.059 align:start position:0%
it doesn't have any issues about to that
especially<02:31:17.600><c> since</c><02:31:18.020><c> that</c><02:31:18.079><c> contains</c><02:31:18.590><c> a</c><02:31:18.739><c> number</c>

02:31:19.059 --> 02:31:19.069 align:start position:0%
especially since that contains a number
 

02:31:19.069 --> 02:31:20.830 align:start position:0%
especially since that contains a number
of<02:31:19.250><c> changes</c><02:31:19.520><c> to</c><02:31:19.819><c> the</c><02:31:19.909><c> DHT</c><02:31:20.149><c> to</c><02:31:20.390><c> make</c><02:31:20.600><c> it</c><02:31:20.720><c> way</c>

02:31:20.830 --> 02:31:20.840 align:start position:0%
of changes to the DHT to make it way
 

02:31:20.840 --> 02:31:22.840 align:start position:0%
of changes to the DHT to make it way
more<02:31:20.869><c> performant</c><02:31:21.470><c> resilient</c><02:31:21.920><c> those</c><02:31:22.460><c> are</c><02:31:22.609><c> hard</c>

02:31:22.840 --> 02:31:22.850 align:start position:0%
more performant resilient those are hard
 

02:31:22.850 --> 02:31:24.099 align:start position:0%
more performant resilient those are hard
to<02:31:22.880><c> test</c><02:31:23.119><c> and</c><02:31:23.359><c> we</c><02:31:23.420><c> need</c><02:31:23.539><c> to</c><02:31:23.630><c> validate</c><02:31:23.810><c> that</c>

02:31:24.099 --> 02:31:24.109 align:start position:0%
to test and we need to validate that
 

02:31:24.109 --> 02:31:26.349 align:start position:0%
to test and we need to validate that
they<02:31:24.229><c> rather</c><02:31:24.380><c> worker</c><02:31:24.739><c> really</c><02:31:25.180><c> thank</c><02:31:26.180><c> you</c><02:31:26.239><c> so</c>

02:31:26.349 --> 02:31:26.359 align:start position:0%
they rather worker really thank you so
 

02:31:26.359 --> 02:31:36.310 align:start position:0%
they rather worker really thank you so
much

02:31:36.310 --> 02:31:36.320 align:start position:0%
 
 

02:31:36.320 --> 02:31:44.461 align:start position:0%
 
the<02:31:40.761><c> key</c><02:31:41.761><c> to</c><02:31:41.911><c> kiss</c><02:31:42.091><c> that</c>

02:31:44.461 --> 02:31:44.471 align:start position:0%
 
 

02:31:44.471 --> 02:31:49.841 align:start position:0%
 
so<02:31:45.671><c> before</c><02:31:46.671><c> I</c><02:31:47.501><c> have</c><02:31:48.501><c> a</c><02:31:48.530><c> very</c><02:31:48.860><c> short</c><02:31:48.950><c> overview</c>

02:31:49.841 --> 02:31:49.851 align:start position:0%
so before I have a very short overview
 

02:31:49.851 --> 02:31:53.140 align:start position:0%
so before I have a very short overview
ultimately<02:31:50.841><c> but</c><02:31:51.341><c> basically</c><02:31:52.341><c> consists</c><02:31:52.971><c> of</c>

02:31:53.140 --> 02:31:53.150 align:start position:0%
ultimately but basically consists of
 

02:31:53.150 --> 02:31:55.321 align:start position:0%
ultimately but basically consists of
these<02:31:53.661><c> multiple</c><02:31:54.110><c> chains</c><02:31:54.381><c> that</c><02:31:54.771><c> because</c>

02:31:55.321 --> 02:31:55.331 align:start position:0%
these multiple chains that because
 

02:31:55.331 --> 02:31:57.611 align:start position:0%
these multiple chains that because
apparently<02:31:56.331><c> it's</c><02:31:56.661><c> short</c><02:31:56.931><c> for</c><02:31:56.990><c> parallel</c>

02:31:57.611 --> 02:31:57.621 align:start position:0%
apparently it's short for parallel
 

02:31:57.621 --> 02:31:59.831 align:start position:0%
apparently it's short for parallel
chains<02:31:57.891><c> these</c><02:31:58.730><c> are</c><02:31:58.791><c> connected</c><02:31:59.391><c> together</c>

02:31:59.831 --> 02:31:59.841 align:start position:0%
chains these are connected together
 

02:31:59.841 --> 02:32:06.631 align:start position:0%
chains these are connected together
through<02:32:00.591><c> a</c><02:32:00.650><c> million</c><02:32:01.610><c> chain</c><02:32:01.911><c> which</c><02:32:02.181><c> basically</c>

02:32:06.631 --> 02:32:06.641 align:start position:0%
 
 

02:32:06.641 --> 02:32:10.600 align:start position:0%
 
these<02:32:07.641><c> pallets</c><02:32:08.331><c> are</c><02:32:08.570><c> connected</c><02:32:09.171><c> together</c><02:32:10.070><c> to</c>

02:32:10.600 --> 02:32:10.610 align:start position:0%
these pallets are connected together to
 

02:32:10.610 --> 02:32:14.890 align:start position:0%
these pallets are connected together to
a<02:32:10.791><c> relay</c><02:32:11.240><c> chain</c><02:32:11.541><c> which</c><02:32:12.081><c> is</c><02:32:12.261><c> securing</c><02:32:13.751><c> we</c><02:32:14.751><c> have</c>

02:32:14.890 --> 02:32:14.900 align:start position:0%
a relay chain which is securing we have
 

02:32:14.900 --> 02:32:17.230 align:start position:0%
a relay chain which is securing we have
a<02:32:14.931><c> set</c><02:32:15.171><c> of</c><02:32:15.291><c> validators</c><02:32:16.011><c> that</c><02:32:16.400><c> are</c><02:32:16.700><c> securing</c>

02:32:17.230 --> 02:32:17.240 align:start position:0%
a set of validators that are securing
 

02:32:17.240 --> 02:32:19.480 align:start position:0%
a set of validators that are securing
and<02:32:17.391><c> a</c><02:32:17.570><c> chain</c><02:32:17.900><c> and</c><02:32:18.141><c> we</c><02:32:18.650><c> divided</c><02:32:19.011><c> them</c><02:32:19.251><c> into</c>

02:32:19.480 --> 02:32:19.490 align:start position:0%
and a chain and we divided them into
 

02:32:19.490 --> 02:32:22.060 align:start position:0%
and a chain and we divided them into
disjoint<02:32:19.811><c> subsets</c><02:32:20.811><c> that</c><02:32:21.051><c> are</c><02:32:21.440><c> assigned</c><02:32:21.831><c> to</c>

02:32:22.060 --> 02:32:22.070 align:start position:0%
disjoint subsets that are assigned to
 

02:32:22.070 --> 02:32:25.211 align:start position:0%
disjoint subsets that are assigned to
each<02:32:22.431><c> one</c><02:32:22.671><c> of</c><02:32:22.700><c> its</c><02:32:23.061><c> energy</c><02:32:23.721><c> so</c><02:32:24.230><c> here</c><02:32:24.471><c> you</c><02:32:25.041><c> have</c>

02:32:25.211 --> 02:32:25.221 align:start position:0%
each one of its energy so here you have
 

02:32:25.221 --> 02:32:28.781 align:start position:0%
each one of its energy so here you have
the<02:32:25.400><c> tire</c><02:32:25.610><c> chain</c><02:32:25.940><c> e</c><02:32:26.211><c> you</c><02:32:27.051><c> have</c><02:32:27.351><c> error</c><02:32:27.980><c> tree</c>

02:32:28.781 --> 02:32:28.791 align:start position:0%
the tire chain e you have error tree
 

02:32:28.791 --> 02:32:32.600 align:start position:0%
the tire chain e you have error tree
when<02:32:29.541><c> there's</c><02:32:30.110><c> another</c><02:32:30.351><c> side</c><02:32:30.650><c> to</c><02:32:30.681><c> this</c>

02:32:32.600 --> 02:32:32.610 align:start position:0%
when there's another side to this
 

02:32:32.610 --> 02:32:35.180 align:start position:0%
when there's another side to this
you<02:32:32.910><c> have</c><02:32:33.210><c> the</c><02:32:33.750><c> small</c><02:32:33.900><c> collectors</c><02:32:34.710><c> you</c><02:32:35.011><c> that</c>

02:32:35.180 --> 02:32:35.190 align:start position:0%
you have the small collectors you that
 

02:32:35.190 --> 02:32:38.060 align:start position:0%
you have the small collectors you that
are<02:32:35.341><c> producing</c><02:32:35.851><c> the</c><02:32:35.910><c> parity</c><02:32:36.480><c> laws</c><02:32:36.780><c> so</c><02:32:37.620><c> how</c><02:32:37.891><c> it</c>

02:32:38.060 --> 02:32:38.070 align:start position:0%
are producing the parity laws so how it
 

02:32:38.070 --> 02:32:42.081 align:start position:0%
are producing the parity laws so how it
works<02:32:38.101><c> is</c><02:32:38.490><c> that</c><02:32:39.110><c> users</c><02:32:40.400><c> submit</c><02:32:41.400><c> transactions</c>

02:32:42.081 --> 02:32:42.091 align:start position:0%
works is that users submit transactions
 

02:32:42.091 --> 02:32:44.320 align:start position:0%
works is that users submit transactions
to<02:32:42.271><c> these</c><02:32:42.450><c> encouraging</c><02:32:43.080><c> these</c><02:32:43.650><c> collectors</c>

02:32:44.320 --> 02:32:44.330 align:start position:0%
to these encouraging these collectors
 

02:32:44.330 --> 02:32:47.120 align:start position:0%
to these encouraging these collectors
produce<02:32:45.330><c> the</c><02:32:45.721><c> block</c><02:32:45.960><c> here</c><02:32:46.380><c> for</c><02:32:46.740><c> the</c><02:32:46.830><c> Karachi</c>

02:32:47.120 --> 02:32:47.130 align:start position:0%
produce the block here for the Karachi
 

02:32:47.130 --> 02:32:51.261 align:start position:0%
produce the block here for the Karachi
the<02:32:48.061><c> meditators</c><02:32:48.750><c> here</c><02:32:49.641><c> validate</c><02:32:50.641><c> these</c><02:32:50.940><c> dogs</c>

02:32:51.261 --> 02:32:51.271 align:start position:0%
the meditators here validate these dogs
 

02:32:51.271 --> 02:32:53.480 align:start position:0%
the meditators here validate these dogs
send<02:32:51.931><c> them</c><02:32:52.051><c> to</c><02:32:52.200><c> the</c><02:32:52.320><c> reader</c><02:32:52.591><c> chain</c><02:32:52.830><c> and</c><02:32:53.311><c> then</c>

02:32:53.480 --> 02:32:53.490 align:start position:0%
send them to the reader chain and then
 

02:32:53.490 --> 02:32:56.120 align:start position:0%
send them to the reader chain and then
you<02:32:54.091><c> have</c><02:32:54.360><c> shared</c><02:32:54.931><c> security</c><02:32:55.261><c> for</c><02:32:55.801><c> all</c><02:32:55.980><c> these</c>

02:32:56.120 --> 02:32:56.130 align:start position:0%
you have shared security for all these
 

02:32:56.130 --> 02:33:00.711 align:start position:0%
you have shared security for all these
tire<02:32:56.370><c> chains</c><02:32:57.110><c> chains</c><02:32:58.551><c> now</c><02:32:59.551><c> the</c><02:33:00.120><c> networking</c>

02:33:00.711 --> 02:33:00.721 align:start position:0%
tire chains chains now the networking
 

02:33:00.721 --> 02:33:03.350 align:start position:0%
tire chains chains now the networking
that<02:33:00.780><c> we</c><02:33:01.021><c> use</c><02:33:01.200><c> here</c><02:33:01.440><c> is</c><02:33:01.980><c> the</c><02:33:02.880><c> usual</c><02:33:03.210><c> custom</c>

02:33:03.350 --> 02:33:03.360 align:start position:0%
that we use here is the usual custom
 

02:33:03.360 --> 02:33:05.211 align:start position:0%
that we use here is the usual custom
thing<02:33:03.721><c> that</c><02:33:03.900><c> is</c><02:33:04.051><c> used</c><02:33:04.290><c> it</c><02:33:04.500><c> was</c><02:33:04.650><c> of</c><02:33:04.801><c> the</c><02:33:04.891><c> network</c>

02:33:05.211 --> 02:33:05.221 align:start position:0%
thing that is used it was of the network
 

02:33:05.221 --> 02:33:09.620 align:start position:0%
thing that is used it was of the network
you<02:33:05.400><c> skip</c><02:33:05.700><c> to</c><02:33:05.910><c> to</c><02:33:06.511><c> be</c><02:33:07.490><c> here</c><02:33:08.490><c> these</c><02:33:09.000><c> collectors</c>

02:33:09.620 --> 02:33:09.630 align:start position:0%
you skip to to be here these collectors
 

02:33:09.630 --> 02:33:13.490 align:start position:0%
you skip to to be here these collectors
basically<02:33:10.351><c> I</c><02:33:10.710><c> wanted</c><02:33:11.630><c> this</c><02:33:12.630><c> merchant</c><02:33:13.290><c> block</c>

02:33:13.490 --> 02:33:13.500 align:start position:0%
basically I wanted this merchant block
 

02:33:13.500 --> 02:33:16.280 align:start position:0%
basically I wanted this merchant block
so<02:33:13.771><c> that</c><02:33:13.801><c> our</c><02:33:14.551><c> children</c><02:33:14.730><c> it</c><02:33:15.150><c> enters</c><02:33:15.480><c> and</c><02:33:16.051><c> then</c>

02:33:16.280 --> 02:33:16.290 align:start position:0%
so that our children it enters and then
 

02:33:16.290 --> 02:33:18.831 align:start position:0%
so that our children it enters and then
they<02:33:16.620><c> accept</c><02:33:17.101><c> the</c><02:33:17.250><c> summaries</c><02:33:17.700><c> to</c><02:33:17.730><c> them</c><02:33:18.091><c> the</c>

02:33:18.831 --> 02:33:18.841 align:start position:0%
they accept the summaries to them the
 

02:33:18.841 --> 02:33:20.730 align:start position:0%
they accept the summaries to them the
set<02:33:19.080><c> of</c><02:33:19.200><c> all</c><02:33:19.410><c> validators</c>

02:33:20.730 --> 02:33:20.740 align:start position:0%
set of all validators
 

02:33:20.740 --> 02:33:22.800 align:start position:0%
set of all validators
produce<02:33:21.040><c> the</c><02:33:21.340><c> relation</c><02:33:21.850><c> blocks</c><02:33:22.090><c> again</c>

02:33:22.800 --> 02:33:22.810 align:start position:0%
produce the relation blocks again
 

02:33:22.810 --> 02:33:25.020 align:start position:0%
produce the relation blocks again
everything<02:33:23.260><c> is</c><02:33:23.350><c> constant</c><02:33:23.800><c> however</c><02:33:24.070><c> there</c><02:33:24.880><c> are</c>

02:33:25.020 --> 02:33:25.030 align:start position:0%
everything is constant however there are
 

02:33:25.030 --> 02:33:27.570 align:start position:0%
everything is constant however there are
couple<02:33:25.360><c> of</c><02:33:25.390><c> problems</c><02:33:26.040><c> that</c><02:33:27.040><c> have</c><02:33:27.370><c> occurred</c>

02:33:27.570 --> 02:33:27.580 align:start position:0%
couple of problems that have occurred
 

02:33:27.580 --> 02:33:31.680 align:start position:0%
couple of problems that have occurred
that<02:33:28.390><c> we</c><02:33:28.540><c> have</c><02:33:28.780><c> noticed</c><02:33:29.560><c> with</c><02:33:30.479><c> using</c><02:33:31.479><c> just</c>

02:33:31.680 --> 02:33:31.690 align:start position:0%
that we have noticed with using just
 

02:33:31.690 --> 02:33:34.340 align:start position:0%
that we have noticed with using just
gossiping<02:33:32.290><c> and</c>

02:33:34.340 --> 02:33:34.350 align:start position:0%
gossiping and
 

02:33:34.350 --> 02:33:38.430 align:start position:0%
gossiping and
so<02:33:35.350><c> one</c><02:33:35.560><c> of</c><02:33:35.590><c> the</c><02:33:35.800><c> problems</c><02:33:36.190><c> is</c><02:33:36.460><c> that</c><02:33:37.440><c> because</c>

02:33:38.430 --> 02:33:38.440 align:start position:0%
so one of the problems is that because
 

02:33:38.440 --> 02:33:40.830 align:start position:0%
so one of the problems is that because
we<02:33:38.590><c> have</c><02:33:38.800><c> this</c><02:33:39.010><c> sort</c><02:33:39.220><c> of</c><02:33:39.400><c> charting</c><02:33:39.940><c> or</c><02:33:40.180><c> this</c>

02:33:40.830 --> 02:33:40.840 align:start position:0%
we have this sort of charting or this
 

02:33:40.840 --> 02:33:45.510 align:start position:0%
we have this sort of charting or this
basically<02:33:41.580><c> number</c><02:33:42.580><c> of</c><02:33:42.700><c> step</c><02:33:43.000><c> of</c><02:33:43.210><c> of</c><02:33:43.870><c> chains</c><02:33:44.520><c> we</c>

02:33:45.510 --> 02:33:45.520 align:start position:0%
basically number of step of of chains we
 

02:33:45.520 --> 02:33:48.120 align:start position:0%
basically number of step of of chains we
don't<02:33:45.729><c> have</c><02:33:46.000><c> this</c><02:33:46.240><c> pool</c><02:33:46.630><c> of</c><02:33:46.890><c> validators</c><02:33:47.890><c> that</c>

02:33:48.120 --> 02:33:48.130 align:start position:0%
don't have this pool of validators that
 

02:33:48.130 --> 02:33:51.150 align:start position:0%
don't have this pool of validators that
are<02:33:48.990><c> securing</c><02:33:49.990><c> the</c><02:33:50.080><c> whole</c><02:33:50.260><c> chain</c><02:33:50.530><c> but</c><02:33:50.740><c> we</c><02:33:50.920><c> have</c>

02:33:51.150 --> 02:33:51.160 align:start position:0%
are securing the whole chain but we have
 

02:33:51.160 --> 02:33:53.490 align:start position:0%
are securing the whole chain but we have
to<02:33:51.310><c> also</c><02:33:51.490><c> assign</c><02:33:51.940><c> them</c><02:33:52.240><c> to</c><02:33:52.840><c> pilot</c><02:33:53.260><c> chains</c>

02:33:53.490 --> 02:33:53.500 align:start position:0%
to also assign them to pilot chains
 

02:33:53.500 --> 02:33:57.830 align:start position:0%
to also assign them to pilot chains
these<02:33:53.979><c> are</c><02:33:54.220><c> these</c><02:33:55.229><c> substances</c><02:33:56.229><c> for</c><02:33:57.130><c> helium</c>

02:33:57.830 --> 02:33:57.840 align:start position:0%
these are these substances for helium
 

02:33:57.840 --> 02:34:00.810 align:start position:0%
these are these substances for helium
2.0<02:33:58.840><c> that</c><02:33:59.020><c> would</c><02:33:59.170><c> be</c><02:33:59.260><c> the</c><02:33:59.380><c> same</c><02:33:59.560><c> case</c><02:33:59.800><c> now</c><02:34:00.460><c> here</c>

02:34:00.810 --> 02:34:00.820 align:start position:0%
2.0 that would be the same case now here
 

02:34:00.820 --> 02:34:02.460 align:start position:0%
2.0 that would be the same case now here
your<02:34:01.090><c> attack</c><02:34:01.510><c> surface</c><02:34:01.690><c> is</c><02:34:02.080><c> going</c><02:34:02.260><c> to</c><02:34:02.350><c> be</c>

02:34:02.460 --> 02:34:02.470 align:start position:0%
your attack surface is going to be
 

02:34:02.470 --> 02:34:05.730 align:start position:0%
your attack surface is going to be
wastewater<02:34:03.280><c> for</c><02:34:04.030><c> adversary'</c><02:34:04.660><c> that</c><02:34:05.350><c> then</c><02:34:05.590><c> you</c>

02:34:05.730 --> 02:34:05.740 align:start position:0%
wastewater for adversary' that then you
 

02:34:05.740 --> 02:34:08.520 align:start position:0%
wastewater for adversary' that then you
have<02:34:06.040><c> a</c><02:34:06.340><c> huge</c><02:34:06.790><c> central</c><02:34:07.180><c> validators</c><02:34:07.780><c> so</c><02:34:08.320><c> this</c>

02:34:08.520 --> 02:34:08.530 align:start position:0%
have a huge central validators so this
 

02:34:08.530 --> 02:34:12.750 align:start position:0%
have a huge central validators so this
is<02:34:08.710><c> assumed</c><02:34:09.870><c> attacker</c><02:34:10.870><c> wants</c><02:34:11.170><c> to</c><02:34:11.380><c> attack</c><02:34:11.760><c> make</c>

02:34:12.750 --> 02:34:12.760 align:start position:0%
is assumed attacker wants to attack make
 

02:34:12.760 --> 02:34:15.390 align:start position:0%
is assumed attacker wants to attack make
an<02:34:12.910><c> ellipse</c><02:34:13.210><c> attack</c><02:34:13.600><c> on</c><02:34:13.960><c> the</c><02:34:14.260><c> helium</c><02:34:14.530><c> or</c><02:34:14.950><c> argon</c>

02:34:15.390 --> 02:34:15.400 align:start position:0%
an ellipse attack on the helium or argon
 

02:34:15.400 --> 02:34:18.180 align:start position:0%
an ellipse attack on the helium or argon
polka<02:34:15.790><c> dot</c><02:34:15.970><c> and</c><02:34:16.540><c> we</c><02:34:16.750><c> did</c><02:34:16.900><c> if</c><02:34:17.650><c> we</c><02:34:17.680><c> didn't</c><02:34:18.040><c> have</c>

02:34:18.180 --> 02:34:18.190 align:start position:0%
polka dot and we did if we didn't have
 

02:34:18.190 --> 02:34:22.140 align:start position:0%
polka dot and we did if we didn't have
any<02:34:18.400><c> packages</c><02:34:18.910><c> he</c><02:34:19.450><c> would</c><02:34:19.600><c> need</c><02:34:19.810><c> to</c><02:34:19.840><c> attack</c><02:34:21.150><c> one</c>

02:34:22.140 --> 02:34:22.150 align:start position:0%
any packages he would need to attack one
 

02:34:22.150 --> 02:34:23.790 align:start position:0%
any packages he would need to attack one
of<02:34:22.180><c> these</c><02:34:22.450><c> alligators</c><02:34:23.020><c> but</c><02:34:23.320><c> he</c><02:34:23.440><c> would</c><02:34:23.590><c> not</c><02:34:23.740><c> be</c>

02:34:23.790 --> 02:34:23.800 align:start position:0%
of these alligators but he would not be
 

02:34:23.800 --> 02:34:26.100 align:start position:0%
of these alligators but he would not be
able<02:34:24.190><c> to</c><02:34:24.430><c> do</c><02:34:24.940><c> much</c><02:34:25.150><c> harm</c><02:34:25.360><c> at</c><02:34:25.720><c> the</c><02:34:25.810><c> attack</c>

02:34:26.100 --> 02:34:26.110 align:start position:0%
able to do much harm at the attack
 

02:34:26.110 --> 02:34:28.200 align:start position:0%
able to do much harm at the attack
surfaces<02:34:26.560><c> I</c><02:34:26.710><c> take</c><02:34:26.920><c> however</c><02:34:27.520><c> many</c><02:34:27.940><c> from</c>

02:34:28.200 --> 02:34:28.210 align:start position:0%
surfaces I take however many from
 

02:34:28.210 --> 02:34:31.240 align:start position:0%
surfaces I take however many from
sharding<02:34:28.750><c> awarded</c><02:34:29.590><c> the</c><02:34:29.830><c> case</c><02:34:30.010><c> of</c><02:34:30.160><c> Aden</c>

02:34:31.240 --> 02:34:31.250 align:start position:0%
sharding awarded the case of Aden
 

02:34:31.250 --> 02:34:33.460 align:start position:0%
sharding awarded the case of Aden
these<02:34:31.370><c> marriages</c><02:34:31.729><c> the</c><02:34:32.450><c> attack</c><02:34:32.779><c> surface</c><02:34:32.989><c> gets</c>

02:34:33.460 --> 02:34:33.470 align:start position:0%
these marriages the attack surface gets
 

02:34:33.470 --> 02:34:36.099 align:start position:0%
these marriages the attack surface gets
very<02:34:33.710><c> small</c><02:34:34.010><c> so</c><02:34:34.550><c> if</c><02:34:34.670><c> the</c><02:34:34.790><c> adversary's</c><02:34:35.120><c> flips</c>

02:34:36.099 --> 02:34:36.109 align:start position:0%
very small so if the adversary's flips
 

02:34:36.109 --> 02:34:36.940 align:start position:0%
very small so if the adversary's flips
in<02:34:36.260><c> history</c>

02:34:36.940 --> 02:34:36.950 align:start position:0%
in history
 

02:34:36.950 --> 02:34:38.910 align:start position:0%
in history
Paddy's<02:34:37.489><c> acres</c><02:34:37.850><c> is</c><02:34:38.210><c> going</c><02:34:38.540><c> to</c><02:34:38.720><c> basically</c>

02:34:38.910 --> 02:34:38.920 align:start position:0%
Paddy's acres is going to basically
 

02:34:38.920 --> 02:34:41.679 align:start position:0%
Paddy's acres is going to basically
compromising<02:34:39.920><c> the</c><02:34:40.460><c> validators</c><02:34:41.000><c> are</c><02:34:41.149><c> going</c><02:34:41.479><c> to</c>

02:34:41.679 --> 02:34:41.689 align:start position:0%
compromising the validators are going to
 

02:34:41.689 --> 02:34:45.550 align:start position:0%
compromising the validators are going to
say<02:34:42.500><c> we</c><02:34:43.370><c> have</c><02:34:43.580><c> a</c><02:34:43.609><c> fallback</c><02:34:44.029><c> which</c><02:34:44.569><c> are</c><02:34:44.840><c> which</c>

02:34:45.550 --> 02:34:45.560 align:start position:0%
say we have a fallback which are which
 

02:34:45.560 --> 02:34:47.889 align:start position:0%
say we have a fallback which are which
we<02:34:45.739><c> called</c><02:34:46.010><c> fishermen</c><02:34:46.550><c> they</c><02:34:47.120><c> should</c><02:34:47.359><c> notice</c>

02:34:47.889 --> 02:34:47.899 align:start position:0%
we called fishermen they should notice
 

02:34:47.899 --> 02:34:50.410 align:start position:0%
we called fishermen they should notice
any<02:34:48.200><c> wrongdoing</c><02:34:48.500><c> of</c><02:34:49.040><c> these</c><02:34:49.189><c> three</c><02:34:49.399><c> people</c><02:34:49.819><c> or</c>

02:34:50.410 --> 02:34:50.420 align:start position:0%
any wrongdoing of these three people or
 

02:34:50.420 --> 02:34:52.479 align:start position:0%
any wrongdoing of these three people or
disregarded<02:34:51.020><c> answers</c><02:34:51.350><c> however</c><02:34:52.069><c> it</c><02:34:52.279><c> would</c><02:34:52.460><c> be</c>

02:34:52.479 --> 02:34:52.489 align:start position:0%
disregarded answers however it would be
 

02:34:52.489 --> 02:34:54.210 align:start position:0%
disregarded answers however it would be
good<02:34:52.880><c> to</c><02:34:53.120><c> have</c><02:34:53.270><c> some</c><02:34:53.540><c> sort</c><02:34:53.779><c> of</c><02:34:53.870><c> network</c>

02:34:54.210 --> 02:34:54.220 align:start position:0%
good to have some sort of network
 

02:34:54.220 --> 02:34:57.389 align:start position:0%
good to have some sort of network
eclipsing<02:34:55.220><c> this</c><02:34:55.399><c> is</c><02:34:55.910><c> also</c><02:34:56.239><c> very</c><02:34:56.540><c> difficult</c>

02:34:57.389 --> 02:34:57.399 align:start position:0%
eclipsing this is also very difficult
 

02:34:57.399 --> 02:35:01.450 align:start position:0%
eclipsing this is also very difficult
so<02:34:58.399><c> basically</c><02:34:58.790><c> security</c><02:34:59.540><c> and</c><02:34:59.920><c> the</c><02:35:00.920><c> networking</c>

02:35:01.450 --> 02:35:01.460 align:start position:0%
so basically security and the networking
 

02:35:01.460 --> 02:35:03.160 align:start position:0%
so basically security and the networking
against<02:35:01.760><c> it</c><02:35:01.910><c> its</c><02:35:02.060><c> attack</c><02:35:02.390><c> is</c><02:35:02.569><c> one</c><02:35:02.750><c> of</c><02:35:02.870><c> the</c><02:35:02.989><c> big</c>

02:35:03.160 --> 02:35:03.170 align:start position:0%
against it its attack is one of the big
 

02:35:03.170 --> 02:35:05.800 align:start position:0%
against it its attack is one of the big
and<02:35:03.620><c> our</c><02:35:04.069><c> priorities</c><02:35:04.609><c> for</c><02:35:04.760><c> us</c><02:35:04.880><c> another</c>

02:35:05.800 --> 02:35:05.810 align:start position:0%
and our priorities for us another
 

02:35:05.810 --> 02:35:10.500 align:start position:0%
and our priorities for us another
problem<02:35:06.620><c> that</c><02:35:06.649><c> we</c><02:35:06.979><c> have</c><02:35:07.220><c> is</c><02:35:07.520><c> clear</c><02:35:07.970><c> discovery</c>

02:35:10.500 --> 02:35:10.510 align:start position:0%
 
 

02:35:10.510 --> 02:35:13.450 align:start position:0%
 
all<02:35:11.510><c> of</c><02:35:11.660><c> these</c><02:35:11.870><c> chains</c><02:35:12.529><c> are</c><02:35:12.800><c> going</c><02:35:13.040><c> to</c><02:35:13.160><c> be</c><02:35:13.310><c> in</c><02:35:13.399><c> a</c>

02:35:13.450 --> 02:35:13.460 align:start position:0%
all of these chains are going to be in a
 

02:35:13.460 --> 02:35:16.059 align:start position:0%
all of these chains are going to be in a
big<02:35:13.670><c> condemn</c><02:35:14.090><c> via</c><02:35:14.300><c> Network</c><02:35:14.779><c> but</c><02:35:15.439><c> the</c><02:35:15.620><c> problem</c>

02:35:16.059 --> 02:35:16.069 align:start position:0%
big condemn via Network but the problem
 

02:35:16.069 --> 02:35:17.979 align:start position:0%
big condemn via Network but the problem
that<02:35:16.279><c> occurs</c><02:35:16.970><c> from</c><02:35:17.210><c> us</c><02:35:17.390><c> is</c><02:35:17.569><c> that</c><02:35:17.750><c> these</c>

02:35:17.979 --> 02:35:17.989 align:start position:0%
that occurs from us is that these
 

02:35:17.989 --> 02:35:21.490 align:start position:0%
that occurs from us is that these
meditators<02:35:18.800><c> are</c><02:35:19.010><c> not</c><02:35:19.279><c> set</c><02:35:19.760><c> aside</c><02:35:20.660><c> to</c><02:35:21.140><c> entire</c>

02:35:21.490 --> 02:35:21.500 align:start position:0%
meditators are not set aside to entire
 

02:35:21.500 --> 02:35:24.480 align:start position:0%
meditators are not set aside to entire
chain<02:35:21.890><c> and</c><02:35:22.189><c> stay</c><02:35:22.460><c> right</c><02:35:23.270><c> there</c><02:35:23.330><c> forever</c>

02:35:24.480 --> 02:35:24.490 align:start position:0%
chain and stay right there forever
 

02:35:24.490 --> 02:35:26.100 align:start position:0%
chain and stay right there forever
and<02:35:24.610><c> will</c><02:35:24.791><c> be</c><02:35:24.911><c> connected</c><02:35:25.391><c> to</c><02:35:25.421><c> this</c><02:35:25.601><c> collectors</c>

02:35:26.100 --> 02:35:26.110 align:start position:0%
and will be connected to this collectors
 

02:35:26.110 --> 02:35:28.770 align:start position:0%
and will be connected to this collectors
but<02:35:26.650><c> we</c><02:35:26.801><c> got</c><02:35:27.011><c> it</c><02:35:27.221><c> and</c><02:35:27.761><c> the</c><02:35:27.911><c> reason</c><02:35:28.240><c> for</c><02:35:28.271><c> that</c><02:35:28.450><c> is</c>

02:35:28.770 --> 02:35:28.780 align:start position:0%
but we got it and the reason for that is
 

02:35:28.780 --> 02:35:31.560 align:start position:0%
but we got it and the reason for that is
that<02:35:28.811><c> if</c><02:35:29.501><c> a</c><02:35:30.131><c> random</c><02:35:30.551><c> assignment</c><02:35:31.030><c> at</c><02:35:31.360><c> some</c>

02:35:31.560 --> 02:35:31.570 align:start position:0%
that if a random assignment at some
 

02:35:31.570 --> 02:35:34.251 align:start position:0%
that if a random assignment at some
point<02:35:31.860><c> three</c><02:35:32.860><c> validators</c><02:35:33.490><c> found</c><02:35:33.730><c> malicious</c>

02:35:34.251 --> 02:35:34.261 align:start position:0%
point three validators found malicious
 

02:35:34.261 --> 02:35:37.261 align:start position:0%
point three validators found malicious
they<02:35:35.261><c> don't</c><02:35:35.530><c> keep</c><02:35:35.801><c> to</c><02:35:36.070><c> compromise</c><02:35:36.881><c> this</c>

02:35:37.261 --> 02:35:37.271 align:start position:0%
they don't keep to compromise this
 

02:35:37.271 --> 02:35:39.810 align:start position:0%
they don't keep to compromise this
inspire<02:35:38.021><c> chains</c><02:35:38.351><c> forever</c><02:35:38.621><c> but</c><02:35:39.431><c> this</c><02:35:39.581><c> patch</c><02:35:39.791><c> is</c>

02:35:39.810 --> 02:35:39.820 align:start position:0%
inspire chains forever but this patch is
 

02:35:39.820 --> 02:35:41.791 align:start position:0%
inspire chains forever but this patch is
going<02:35:40.240><c> to</c><02:35:40.331><c> have</c><02:35:40.480><c> some</c><02:35:40.690><c> challenge</c><02:35:41.141><c> fighter</c><02:35:41.530><c> the</c>

02:35:41.791 --> 02:35:41.801 align:start position:0%
going to have some challenge fighter the
 

02:35:41.801 --> 02:35:44.041 align:start position:0%
going to have some challenge fighter the
shuffling<02:35:42.221><c> of</c><02:35:42.400><c> the</c><02:35:42.431><c> panels</c><02:35:43.091><c> however</c><02:35:43.661><c> when</c><02:35:43.961><c> you</c>

02:35:44.041 --> 02:35:44.051 align:start position:0%
shuffling of the panels however when you
 

02:35:44.051 --> 02:35:45.841 align:start position:0%
shuffling of the panels however when you
change<02:35:44.381><c> the</c><02:35:44.501><c> agitator</c><02:35:44.740><c> for</c><02:35:45.280><c> example</c><02:35:45.610><c> if</c><02:35:45.730><c> this</c>

02:35:45.841 --> 02:35:45.851 align:start position:0%
change the agitator for example if this
 

02:35:45.851 --> 02:35:47.911 align:start position:0%
change the agitator for example if this
validators<02:35:46.450><c> right</c><02:35:46.661><c> now</c><02:35:46.871><c> it</c><02:35:47.320><c> decides</c><02:35:47.711><c> to</c>

02:35:47.911 --> 02:35:47.921 align:start position:0%
validators right now it decides to
 

02:35:47.921 --> 02:35:50.220 align:start position:0%
validators right now it decides to
create<02:35:48.131><c> a</c><02:35:48.641><c> the</c><02:35:49.211><c> later</c><02:35:49.421><c> on</c><02:35:49.690><c> is</c><02:35:49.811><c> going</c><02:35:50.051><c> to</c><02:35:50.141><c> be</c>

02:35:50.220 --> 02:35:50.230 align:start position:0%
create a the later on is going to be
 

02:35:50.230 --> 02:35:52.711 align:start position:0%
create a the later on is going to be
assigned<02:35:50.591><c> to</c><02:35:50.711><c> eat</c><02:35:50.980><c> the</c><02:35:51.161><c> question</c><02:35:51.581><c> is</c><02:35:51.700><c> how</c><02:35:52.030><c> this</c>

02:35:52.711 --> 02:35:52.721 align:start position:0%
assigned to eat the question is how this
 

02:35:52.721 --> 02:35:54.301 align:start position:0%
assigned to eat the question is how this
disguise<02:35:53.110><c> difficult</c><02:35:53.561><c> to</c><02:35:53.681><c> find</c><02:35:53.980><c> the</c><02:35:54.161><c> new</c>

02:35:54.301 --> 02:35:54.311 align:start position:0%
disguise difficult to find the new
 

02:35:54.311 --> 02:35:56.190 align:start position:0%
disguise difficult to find the new
collectors<02:35:54.851><c> in</c><02:35:55.360><c> the</c><02:35:55.511><c> new</c><02:35:55.661><c> pattern</c><02:35:56.081><c> the</c>

02:35:56.190 --> 02:35:56.200 align:start position:0%
collectors in the new pattern the
 

02:35:56.200 --> 02:35:57.591 align:start position:0%
collectors in the new pattern the
prepare<02:35:56.621><c> discovery</c><02:35:57.011><c> becomes</c><02:35:57.341><c> very</c>

02:35:57.591 --> 02:35:57.601 align:start position:0%
prepare discovery becomes very
 

02:35:57.601 --> 02:36:05.301 align:start position:0%
prepare discovery becomes very
complicated<02:35:58.601><c> and</c><02:35:58.990><c> we</c><02:35:59.591><c> still</c><02:35:59.831><c> are</c><02:36:00.011><c> working</c><02:36:00.041><c> on</c>

02:36:05.301 --> 02:36:05.311 align:start position:0%
 
 

02:36:05.311 --> 02:36:09.091 align:start position:0%
 
having<02:36:06.311><c> basically</c><02:36:06.820><c> this</c><02:36:07.631><c> charted</c><02:36:08.411><c> system</c><02:36:08.860><c> and</c>

02:36:09.091 --> 02:36:09.101 align:start position:0%
having basically this charted system and
 

02:36:09.101 --> 02:36:10.651 align:start position:0%
having basically this charted system and
also<02:36:09.251><c> having</c><02:36:09.730><c> this</c><02:36:09.851><c> rotation</c><02:36:10.421><c> of</c><02:36:10.541><c> the</c>

02:36:10.651 --> 02:36:10.661 align:start position:0%
also having this rotation of the
 

02:36:10.661 --> 02:36:15.421 align:start position:0%
also having this rotation of the
validators<02:36:13.320><c> the</c><02:36:14.320><c> second</c><02:36:14.740><c> problem</c><02:36:14.950><c> that</c><02:36:15.131><c> we</c>

02:36:15.421 --> 02:36:15.431 align:start position:0%
validators the second problem that we
 

02:36:15.431 --> 02:36:18.720 align:start position:0%
validators the second problem that we
have<02:36:15.671><c> is</c><02:36:15.911><c> that</c><02:36:16.331><c> a</c><02:36:17.291><c> lot</c><02:36:17.831><c> of</c><02:36:17.860><c> times</c><02:36:18.221><c> we</c><02:36:18.400><c> have</c><02:36:18.581><c> to</c>

02:36:18.720 --> 02:36:18.730 align:start position:0%
have is that a lot of times we have to
 

02:36:18.730 --> 02:36:20.791 align:start position:0%
have is that a lot of times we have to
communicate<02:36:18.940><c> things</c><02:36:19.541><c> that</c><02:36:19.871><c> don't</c><02:36:20.230><c> have</c><02:36:20.501><c> to</c><02:36:20.650><c> go</c>

02:36:20.791 --> 02:36:20.801 align:start position:0%
communicate things that don't have to go
 

02:36:20.801 --> 02:36:24.211 align:start position:0%
communicate things that don't have to go
to<02:36:20.860><c> everyone</c><02:36:21.371><c> so</c><02:36:22.030><c> it's</c><02:36:22.271><c> not</c><02:36:22.391><c> like</c><02:36:22.661><c> in</c><02:36:23.221><c> nearly</c>

02:36:24.211 --> 02:36:24.221 align:start position:0%
to everyone so it's not like in nearly
 

02:36:24.221 --> 02:36:25.591 align:start position:0%
to everyone so it's not like in nearly
oh<02:36:24.251><c> man</c><02:36:24.490><c> you</c><02:36:24.610><c> have</c><02:36:24.791><c> a</c><02:36:24.820><c> block</c><02:36:25.121><c> and</c><02:36:25.271><c> you</c><02:36:25.331><c> have</c><02:36:25.480><c> to</c>

02:36:25.591 --> 02:36:25.601 align:start position:0%
oh man you have a block and you have to
 

02:36:25.601 --> 02:36:27.511 align:start position:0%
oh man you have a block and you have to
send<02:36:25.751><c> it</c><02:36:25.900><c> to</c><02:36:26.261><c> all</c><02:36:26.440><c> of</c><02:36:26.591><c> the</c><02:36:26.711><c> notes</c><02:36:26.950><c> but</c><02:36:27.161><c> you</c><02:36:27.311><c> have</c>

02:36:27.511 --> 02:36:27.521 align:start position:0%
send it to all of the notes but you have
 

02:36:27.521 --> 02:36:30.001 align:start position:0%
send it to all of the notes but you have
sometimes<02:36:28.421><c> you</c><02:36:28.961><c> have</c><02:36:29.141><c> to</c><02:36:29.291><c> we</c><02:36:29.501><c> have</c><02:36:29.530><c> to</c><02:36:29.681><c> set</c>

02:36:30.001 --> 02:36:30.011 align:start position:0%
sometimes you have to we have to set
 

02:36:30.011 --> 02:36:31.831 align:start position:0%
sometimes you have to we have to set
things<02:36:30.280><c> that</c><02:36:30.551><c> are</c><02:36:30.700><c> going</c><02:36:30.971><c> to</c><02:36:31.150><c> a</c><02:36:31.181><c> specific</c>

02:36:31.831 --> 02:36:31.841 align:start position:0%
things that are going to a specific
 

02:36:31.841 --> 02:36:34.680 align:start position:0%
things that are going to a specific
validator<02:36:32.381><c> in</c><02:36:33.041><c> that</c><02:36:33.251><c> case</c><02:36:33.521><c> gossiping</c><02:36:34.150><c> becomes</c>

02:36:34.680 --> 02:36:34.690 align:start position:0%
validator in that case gossiping becomes
 

02:36:34.690 --> 02:36:37.140 align:start position:0%
validator in that case gossiping becomes
very<02:36:35.200><c> inefficient</c><02:36:35.921><c> you</c><02:36:36.461><c> don't</c><02:36:36.671><c> need</c><02:36:36.820><c> to</c><02:36:36.940><c> cause</c>

02:36:37.140 --> 02:36:37.150 align:start position:0%
very inefficient you don't need to cause
 

02:36:37.150 --> 02:36:38.970 align:start position:0%
very inefficient you don't need to cause
if<02:36:37.331><c> something</c><02:36:37.780><c> that</c><02:36:37.811><c> I</c><02:36:38.051><c> need</c><02:36:38.230><c> to</c><02:36:38.261><c> send</c><02:36:38.591><c> to</c><02:36:38.681><c> one</c>

02:36:38.970 --> 02:36:38.980 align:start position:0%
if something that I need to send to one
 

02:36:38.980 --> 02:36:41.341 align:start position:0%
if something that I need to send to one
specific<02:36:39.280><c> person</c><02:36:39.820><c> to</c><02:36:40.450><c> the</c><02:36:40.570><c> whole</c><02:36:40.751><c> network</c><02:36:40.931><c> and</c>

02:36:41.341 --> 02:36:41.351 align:start position:0%
specific person to the whole network and
 

02:36:41.351 --> 02:36:43.291 align:start position:0%
specific person to the whole network and
assuming<02:36:42.161><c> and</c>

02:36:43.291 --> 02:36:43.301 align:start position:0%
assuming and
 

02:36:43.301 --> 02:36:45.211 align:start position:0%
assuming and
since<02:36:43.450><c> we</c><02:36:43.601><c> have</c><02:36:43.811><c> a</c><02:36:44.021><c> large</c><02:36:44.230><c> amount</c><02:36:44.591><c> of</c><02:36:44.681><c> data</c>

02:36:45.211 --> 02:36:45.221 align:start position:0%
since we have a large amount of data
 

02:36:45.221 --> 02:36:47.461 align:start position:0%
since we have a large amount of data
this<02:36:45.551><c> becomes</c><02:36:45.910><c> inefficient</c><02:36:46.391><c> very</c><02:36:46.811><c> very</c><02:36:47.021><c> fancy</c>

02:36:47.461 --> 02:36:47.471 align:start position:0%
this becomes inefficient very very fancy
 

02:36:47.471 --> 02:36:50.701 align:start position:0%
this becomes inefficient very very fancy
so<02:36:48.070><c> using</c><02:36:49.061><c> Pacific</c><02:36:49.660><c> for</c><02:36:49.900><c> a</c><02:36:49.931><c> lot</c><02:36:50.110><c> of</c><02:36:50.261><c> parts</c><02:36:50.591><c> of</c>

02:36:50.701 --> 02:36:50.711 align:start position:0%
so using Pacific for a lot of parts of
 

02:36:50.711 --> 02:36:56.631 align:start position:0%
so using Pacific for a lot of parts of
the<02:36:50.801><c> protocol</c><02:36:51.251><c> becomes</c><02:36:51.671><c> not</c><02:36:52.030><c> very</c><02:36:52.601><c> suitable</c>

02:36:56.631 --> 02:36:56.641 align:start position:0%
 
 

02:36:56.641 --> 02:36:59.251 align:start position:0%
 
yet<02:36:57.641><c> so</c><02:36:57.820><c> what</c><02:36:57.940><c> we</c><02:36:58.120><c> are</c><02:36:58.240><c> looking</c><02:36:58.870><c> into</c><02:36:59.080><c> right</c>

02:36:59.251 --> 02:36:59.261 align:start position:0%
yet so what we are looking into right
 

02:36:59.261 --> 02:37:01.261 align:start position:0%
yet so what we are looking into right
now<02:36:59.320><c> is</c><02:36:59.471><c> some</c><02:36:59.830><c> sort</c><02:37:00.070><c> for</c><02:37:00.251><c> alternative</c><02:37:00.851><c> routing</c>

02:37:01.261 --> 02:37:01.271 align:start position:0%
now is some sort for alternative routing
 

02:37:01.271 --> 02:37:03.991 align:start position:0%
now is some sort for alternative routing
that<02:37:01.811><c> would</c><02:37:02.021><c> be</c><02:37:02.200><c> more</c><02:37:02.440><c> directed</c><02:37:03.160><c> so</c><02:37:03.551><c> basically</c>

02:37:03.991 --> 02:37:04.001 align:start position:0%
that would be more directed so basically
 

02:37:04.001 --> 02:37:07.280 align:start position:0%
that would be more directed so basically
if<02:37:04.570><c> you</c><02:37:04.631><c> want</c><02:37:04.811><c> to</c><02:37:05.141><c> send</c><02:37:05.410><c> to</c><02:37:05.591><c> some</c><02:37:06.240><c> validator</c>

02:37:07.280 --> 02:37:07.290 align:start position:0%
if you want to send to some validator
 

02:37:07.290 --> 02:37:10.610 align:start position:0%
if you want to send to some validator
and<02:37:08.290><c> energy</c><02:37:08.711><c> coded</c><02:37:09.131><c> piece</c><02:37:09.341><c> that</c><02:37:09.851><c> we</c><02:37:10.030><c> are</c><02:37:10.120><c> using</c>

02:37:10.610 --> 02:37:10.620 align:start position:0%
and energy coded piece that we are using
 

02:37:10.620 --> 02:37:12.930 align:start position:0%
and energy coded piece that we are using
you<02:37:11.620><c> don't</c><02:37:11.801><c> have</c><02:37:11.950><c> to</c><02:37:12.131><c> gossip</c><02:37:12.311><c> it</c><02:37:12.580><c> to</c><02:37:12.671><c> the</c><02:37:12.790><c> whole</c>

02:37:12.930 --> 02:37:12.940 align:start position:0%
you don't have to gossip it to the whole
 

02:37:12.940 --> 02:37:15.060 align:start position:0%
you don't have to gossip it to the whole
network<02:37:13.091><c> but</c><02:37:13.811><c> you</c><02:37:13.841><c> want</c><02:37:14.200><c> to</c><02:37:14.320><c> find</c><02:37:14.620><c> that</c><02:37:14.801><c> very</c>

02:37:15.060 --> 02:37:15.070 align:start position:0%
network but you want to find that very
 

02:37:15.070 --> 02:37:16.951 align:start position:0%
network but you want to find that very
different<02:37:15.280><c> address</c><02:37:15.820><c> and</c><02:37:16.030><c> you</c><02:37:16.330><c> don't</c><02:37:16.540><c> directly</c>

02:37:16.951 --> 02:37:16.961 align:start position:0%
different address and you don't directly
 

02:37:16.961 --> 02:37:17.671 align:start position:0%
different address and you don't directly
send<02:37:17.230><c> it</c><02:37:17.320><c> there</c>

02:37:17.671 --> 02:37:17.681 align:start position:0%
send it there
 

02:37:17.681 --> 02:37:20.310 align:start position:0%
send it there
however<02:37:18.190><c> there</c><02:37:18.370><c> are</c><02:37:18.780><c> problems</c><02:37:19.780><c> there</c><02:37:19.870><c> too</c><02:37:20.021><c> we</c>

02:37:20.310 --> 02:37:20.320 align:start position:0%
however there are problems there too we
 

02:37:20.320 --> 02:37:24.001 align:start position:0%
however there are problems there too we
wanted<02:37:20.681><c> to</c><02:37:20.771><c> be</c><02:37:20.891><c> reliable</c><02:37:21.461><c> because</c><02:37:22.181><c> a</c><02:37:22.980><c> lot</c><02:37:23.980><c> of</c>

02:37:24.001 --> 02:37:24.011 align:start position:0%
wanted to be reliable because a lot of
 

02:37:24.011 --> 02:37:26.581 align:start position:0%
wanted to be reliable because a lot of
the<02:37:24.370><c> security</c><02:37:24.971><c> of</c><02:37:25.001><c> the</c><02:37:25.091><c> system</c><02:37:25.360><c> relies</c><02:37:25.990><c> on</c><02:37:26.021><c> T's</c>

02:37:26.581 --> 02:37:26.591 align:start position:0%
the security of the system relies on T's
 

02:37:26.591 --> 02:37:32.220 align:start position:0%
the security of the system relies on T's
and<02:37:27.370><c> data</c><02:37:27.610><c> to</c><02:37:27.940><c> be</c><02:37:28.620><c> successfully</c><02:37:29.620><c> received</c><02:37:31.230><c> so</c>

02:37:32.220 --> 02:37:32.230 align:start position:0%
and data to be successfully received so
 

02:37:32.230 --> 02:37:36.240 align:start position:0%
and data to be successfully received so
these<02:37:32.381><c> are</c><02:37:32.561><c> the</c><02:37:32.801><c> main</c><02:37:33.641><c> networking</c><02:37:34.271><c> challenges</c>

02:37:36.240 --> 02:37:36.250 align:start position:0%
these are the main networking challenges
 

02:37:36.250 --> 02:37:39.469 align:start position:0%
these are the main networking challenges
the<02:37:36.490><c> short</c>

02:37:39.469 --> 02:37:39.479 align:start position:0%
 
 

02:37:39.479 --> 02:37:44.000 align:start position:0%
 
you<02:37:39.720><c> if</c><02:37:40.710><c> you</c><02:37:40.800><c> have</c><02:37:40.979><c> any</c><02:37:41.159><c> questions</c><02:37:41.869><c> -</c><02:37:43.010><c> what's</c>

02:37:44.000 --> 02:37:44.010 align:start position:0%
you if you have any questions - what's
 

02:37:44.010 --> 02:37:45.649 align:start position:0%
you if you have any questions - what's
your<02:37:44.159><c> current</c><02:37:44.399><c> thinking</c><02:37:44.729><c> around</c><02:37:45.359><c> how</c><02:37:45.600><c> to</c>

02:37:45.649 --> 02:37:45.659 align:start position:0%
your current thinking around how to
 

02:37:45.659 --> 02:37:50.290 align:start position:0%
your current thinking around how to
solve<02:37:45.960><c> these</c><02:37:46.590><c> are</c><02:37:46.800><c> how</c><02:37:46.920><c> to</c><02:37:46.979><c> do</c><02:37:47.279><c> propulsive</c>

02:37:50.290 --> 02:37:50.300 align:start position:0%
 
 

02:37:50.300 --> 02:37:52.410 align:start position:0%
 
mortgage<02:37:51.300><c> one</c><02:37:51.510><c> piece</c>

02:37:52.410 --> 02:37:52.420 align:start position:0%
mortgage one piece
 

02:37:52.420 --> 02:37:55.750 align:start position:0%
mortgage one piece
I<02:37:52.530><c> guess</c><02:37:53.530><c> number</c><02:37:53.740><c> two</c>

02:37:55.750 --> 02:37:55.760 align:start position:0%
I guess number two
 

02:37:55.760 --> 02:37:58.550 align:start position:0%
I guess number two
but<02:37:56.760><c> we</c><02:37:56.880><c> are</c><02:37:57.000><c> trying</c><02:37:57.360><c> to</c><02:37:57.450><c> do</c><02:37:57.660><c> right</c><02:37:57.810><c> now</c><02:37:57.840><c> sorted</c>

02:37:58.550 --> 02:37:58.560 align:start position:0%
but we are trying to do right now sorted
 

02:37:58.560 --> 02:38:00.380 align:start position:0%
but we are trying to do right now sorted
by<02:37:58.979><c> vector</c><02:37:59.340><c> routing</c><02:37:59.430><c> so</c><02:37:59.940><c> they</c><02:38:00.060><c> are</c><02:38:00.120><c> looking</c>

02:38:00.380 --> 02:38:00.390 align:start position:0%
by vector routing so they are looking
 

02:38:00.390 --> 02:38:02.960 align:start position:0%
by vector routing so they are looking
into<02:38:00.540><c> policies</c><02:38:01.290><c> that</c><02:38:01.530><c> this</c><02:38:02.100><c> is</c><02:38:02.400><c> this</c><02:38:02.700><c> nose</c>

02:38:02.960 --> 02:38:02.970 align:start position:0%
into policies that this is this nose
 

02:38:02.970 --> 02:38:05.540 align:start position:0%
into policies that this is this nose
could<02:38:03.270><c> have</c><02:38:03.510><c> together</c><02:38:03.720><c> and</c><02:38:04.560><c> look</c><02:38:04.740><c> into</c><02:38:04.979><c> a</c><02:38:05.160><c> car</c>

02:38:05.540 --> 02:38:05.550 align:start position:0%
could have together and look into a car
 

02:38:05.550 --> 02:38:07.040 align:start position:0%
could have together and look into a car
type<02:38:05.760><c> of</c><02:38:05.940><c> gravity</c><02:38:06.300><c> strategies</c><02:38:06.780><c> which</c><02:38:07.020><c> will</c>

02:38:07.040 --> 02:38:07.050 align:start position:0%
type of gravity strategies which will
 

02:38:07.050 --> 02:38:09.200 align:start position:0%
type of gravity strategies which will
apply<02:38:07.410><c> to</c><02:38:07.560><c> these</c><02:38:07.830><c> operations</c><02:38:08.160><c> we</c><02:38:08.970><c> are</c><02:38:09.060><c> not</c>

02:38:09.200 --> 02:38:09.210 align:start position:0%
apply to these operations we are not
 

02:38:09.210 --> 02:38:12.800 align:start position:0%
apply to these operations we are not
going<02:38:09.420><c> to</c><02:38:09.979><c> be</c><02:38:10.979><c> reduced</c><02:38:11.370><c> in</c><02:38:11.490><c> therefore</c><02:38:12.030><c> part</c><02:38:12.630><c> of</c>

02:38:12.800 --> 02:38:12.810 align:start position:0%
going to be reduced in therefore part of
 

02:38:12.810 --> 02:38:14.719 align:start position:0%
going to be reduced in therefore part of
the<02:38:12.960><c> protocol</c><02:38:13.380><c> but</c><02:38:13.920><c> for</c><02:38:14.100><c> the</c><02:38:14.190><c> part</c><02:38:14.430><c> that</c><02:38:14.490><c> we</c>

02:38:14.719 --> 02:38:14.729 align:start position:0%
the protocol but for the part that we
 

02:38:14.729 --> 02:38:16.880 align:start position:0%
the protocol but for the part that we
are<02:38:14.760><c> not</c><02:38:14.940><c> going</c><02:38:15.210><c> to</c><02:38:15.300><c> send</c><02:38:15.660><c> a</c><02:38:16.020><c> specific</c><02:38:16.590><c> ADA</c><02:38:16.740><c> to</c>

02:38:16.880 --> 02:38:16.890 align:start position:0%
are not going to send a specific ADA to
 

02:38:16.890 --> 02:38:18.830 align:start position:0%
are not going to send a specific ADA to
everyone<02:38:17.430><c> but</c><02:38:17.670><c> to</c><02:38:17.729><c> specific</c><02:38:18.360><c> validators</c>

02:38:18.830 --> 02:38:18.840 align:start position:0%
everyone but to specific validators
 

02:38:18.840 --> 02:38:21.800 align:start position:0%
everyone but to specific validators
therefore<02:38:19.229><c> to</c><02:38:19.350><c> do</c><02:38:19.500><c> something</c><02:38:20.660><c> there</c><02:38:21.660><c> are</c><02:38:21.720><c> a</c>

02:38:21.800 --> 02:38:21.810 align:start position:0%
therefore to do something there are a
 

02:38:21.810 --> 02:38:25.250 align:start position:0%
therefore to do something there are a
couple<02:38:21.930><c> of</c><02:38:22.460><c> topologies</c><02:38:23.460><c> I</c><02:38:23.900><c> mean</c><02:38:24.900><c> the</c><02:38:24.990><c> easiest</c>

02:38:25.250 --> 02:38:25.260 align:start position:0%
couple of topologies I mean the easiest
 

02:38:25.260 --> 02:38:26.780 align:start position:0%
couple of topologies I mean the easiest
would<02:38:25.470><c> be</c><02:38:25.560><c> just</c><02:38:25.800><c> products</c><02:38:26.160><c> to</c><02:38:26.250><c> everyone</c><02:38:26.640><c> -</c>

02:38:26.780 --> 02:38:26.790 align:start position:0%
would be just products to everyone -
 

02:38:26.790 --> 02:38:28.880 align:start position:0%
would be just products to everyone -
however<02:38:26.970><c> if</c><02:38:27.240><c> you</c><02:38:27.330><c> have</c><02:38:27.479><c> a</c><02:38:27.510><c> larger</c><02:38:27.930><c> center</c>

02:38:28.880 --> 02:38:28.890 align:start position:0%
however if you have a larger center
 

02:38:28.890 --> 02:38:31.219 align:start position:0%
however if you have a larger center
console<02:38:29.390><c> they</c><02:38:30.390><c> all</c><02:38:30.540><c> have</c><02:38:30.660><c> two</c><02:38:30.810><c> polishes</c><02:38:31.200><c> that</c>

02:38:31.219 --> 02:38:31.229 align:start position:0%
console they all have two polishes that
 

02:38:31.229 --> 02:38:37.660 align:start position:0%
console they all have two polishes that
are<02:38:31.350><c> a</c><02:38:31.560><c> bit</c><02:38:31.770><c> more</c>

02:38:37.660 --> 02:38:37.670 align:start position:0%
 
 

02:38:37.670 --> 02:38:44.840 align:start position:0%
 
[Music]

02:38:44.840 --> 02:38:44.850 align:start position:0%
[Music]
 

02:38:44.850 --> 02:38:50.120 align:start position:0%
[Music]
in<02:38:45.850><c> fact</c><02:38:46.060><c> or</c><02:38:46.750><c> theoretical</c><02:38:48.120><c> discovery</c>

02:38:50.120 --> 02:38:50.130 align:start position:0%
in fact or theoretical discovery
 

02:38:50.130 --> 02:38:53.269 align:start position:0%
in fact or theoretical discovery
discovery<02:38:51.130><c> defy</c><02:38:51.760><c> that</c><02:38:51.970><c> you</c><02:38:52.090><c> can</c><02:38:52.390><c> look</c><02:38:52.569><c> at</c><02:38:52.720><c> it</c>

02:38:53.269 --> 02:38:53.279 align:start position:0%
discovery defy that you can look at it
 

02:38:53.279 --> 02:38:57.750 align:start position:0%
discovery defy that you can look at it
oh<02:38:55.140><c> do</c><02:38:56.140><c> I</c><02:38:56.199><c> need</c><02:38:56.229><c> to</c><02:38:56.500><c> define</c><02:38:56.770><c> them</c><02:38:57.040><c> I</c><02:38:57.340><c> don't</c><02:38:57.640><c> know</c>

02:38:57.750 --> 02:38:57.760 align:start position:0%
oh do I need to define them I don't know
 

02:38:57.760 --> 02:38:58.889 align:start position:0%
oh do I need to define them I don't know
okay

02:38:58.889 --> 02:38:58.899 align:start position:0%
okay
 

02:38:58.899 --> 02:39:00.900 align:start position:0%
okay
whatever<02:38:59.229><c> look</c><02:38:59.410><c> into</c><02:38:59.710><c> it</c><02:38:59.859><c> and</c><02:39:00.250><c> I'll</c><02:39:00.580><c> ask</c><02:39:00.760><c> you</c>

02:39:00.900 --> 02:39:00.910 align:start position:0%
whatever look into it and I'll ask you
 

02:39:00.910 --> 02:39:04.410 align:start position:0%
whatever look into it and I'll ask you
later<02:39:01.300><c> oh</c><02:39:01.949><c> thanks</c><02:39:02.949><c> money</c><02:39:03.819><c> getting</c><02:39:04.029><c> calls</c><02:39:04.270><c> for</c>

02:39:04.410 --> 02:39:04.420 align:start position:0%
later oh thanks money getting calls for
 

02:39:04.420 --> 02:39:06.269 align:start position:0%
later oh thanks money getting calls for
this<02:39:04.540><c> mission</c><02:39:04.750><c> your</c><02:39:05.470><c> twice</c><02:39:05.500><c> enough</c><02:39:05.979><c> to</c><02:39:06.100><c> get</c>

02:39:06.269 --> 02:39:06.279 align:start position:0%
this mission your twice enough to get
 

02:39:06.279 --> 02:39:14.519 align:start position:0%
this mission your twice enough to get
any<02:39:06.699><c> attention</c><02:39:06.850><c> that's</c><02:39:07.540><c> the</c><02:39:07.779><c> person</c><02:39:13.529><c> simply</c>

02:39:14.519 --> 02:39:14.529 align:start position:0%
any attention that's the person simply
 

02:39:14.529 --> 02:39:16.559 align:start position:0%
any attention that's the person simply
psychometric<02:39:15.460><c> foundation</c><02:39:15.939><c> before</c><02:39:16.060><c> to</c><02:39:16.390><c> learn</c>

02:39:16.559 --> 02:39:16.569 align:start position:0%
psychometric foundation before to learn
 

02:39:16.569 --> 02:39:17.300 align:start position:0%
psychometric foundation before to learn
whisper

02:39:17.300 --> 02:39:17.310 align:start position:0%
whisper
 

02:39:17.310 --> 02:39:19.910 align:start position:0%
whisper
[Music]

02:39:19.910 --> 02:39:19.920 align:start position:0%
[Music]
 

02:39:19.920 --> 02:39:22.820 align:start position:0%
[Music]
I<02:39:20.540><c> think</c><02:39:21.540><c> it's</c><02:39:21.659><c> like</c><02:39:21.810><c> a</c><02:39:21.989><c> year</c><02:39:22.229><c> ago</c><02:39:22.290><c> it</c><02:39:22.649><c> was</c>

02:39:22.820 --> 02:39:22.830 align:start position:0%
I think it's like a year ago it was
 

02:39:22.830 --> 02:39:25.519 align:start position:0%
I think it's like a year ago it was
announced<02:39:23.069><c> in</c><02:39:23.310><c> detail</c><02:39:23.880><c> and</c><02:39:24.390><c> so</c><02:39:24.689><c> we</c><02:39:25.260><c> have</c><02:39:25.500><c> a</c>

02:39:25.519 --> 02:39:25.529 align:start position:0%
announced in detail and so we have a
 

02:39:25.529 --> 02:39:28.309 align:start position:0%
announced in detail and so we have a
project<02:39:25.830><c> that</c><02:39:26.460><c> we</c><02:39:27.210><c> are</c><02:39:27.330><c> working</c><02:39:27.479><c> on</c><02:39:27.899><c> that</c><02:39:28.050><c> is</c>

02:39:28.309 --> 02:39:28.319 align:start position:0%
project that we are working on that is
 

02:39:28.319 --> 02:39:32.559 align:start position:0%
project that we are working on that is
implemented<02:39:29.330><c> is</c><02:39:30.330><c> privacy-preserving</c>

02:39:32.559 --> 02:39:32.569 align:start position:0%
implemented is privacy-preserving
 

02:39:32.569 --> 02:39:34.470 align:start position:0%
implemented is privacy-preserving
messaging

02:39:34.470 --> 02:39:34.480 align:start position:0%
messaging
 

02:39:34.480 --> 02:39:36.810 align:start position:0%
messaging
and<02:39:34.570><c> they</c><02:39:35.050><c> are</c><02:39:35.110><c> looking</c><02:39:35.440><c> to</c><02:39:35.650><c> respond</c><02:39:36.370><c> to</c><02:39:36.550><c> it</c><02:39:36.670><c> as</c>

02:39:36.810 --> 02:39:36.820 align:start position:0%
and they are looking to respond to it as
 

02:39:36.820 --> 02:39:39.739 align:start position:0%
and they are looking to respond to it as
a<02:39:36.851><c> collaboration</c><02:39:37.360><c> with</c><02:39:37.601><c> staples</c><02:39:38.110><c> and</c>

02:39:39.739 --> 02:39:39.749 align:start position:0%
a collaboration with staples and
 

02:39:39.749 --> 02:39:43.609 align:start position:0%
a collaboration with staples and
but<02:39:40.649><c> that's</c><02:39:40.829><c> in</c><02:39:41.189><c> Paris</c><02:39:41.609><c> that</c><02:39:42.140><c> okay</c><02:39:43.140><c> okay</c><02:39:43.319><c> yes</c>

02:39:43.609 --> 02:39:43.619 align:start position:0%
but that's in Paris that okay okay yes
 

02:39:43.619 --> 02:39:52.200 align:start position:0%
but that's in Paris that okay okay yes
that<02:39:44.430><c> was</c><02:39:45.060><c> bad</c>

02:39:52.200 --> 02:39:52.210 align:start position:0%
 
 

02:39:52.210 --> 02:39:56.769 align:start position:0%
 
okay

02:39:56.769 --> 02:39:56.779 align:start position:0%
 
 

02:39:56.779 --> 02:40:06.309 align:start position:0%
 
thank<02:39:57.350><c> you</c><02:39:57.560><c> Thank</c><02:39:57.979><c> You</c><02:40:04.060><c> radical</c><02:40:05.060><c> of</c><02:40:05.299><c> a</c><02:40:06.020><c> network</c>

02:40:06.309 --> 02:40:06.319 align:start position:0%
thank you Thank You radical of a network
 

02:40:06.319 --> 02:40:09.159 align:start position:0%
thank you Thank You radical of a network
for<02:40:06.529><c> code</c><02:40:06.680><c> collaboration</c><02:40:07.810><c> we've</c><02:40:08.810><c> launched</c>

02:40:09.159 --> 02:40:09.169 align:start position:0%
for code collaboration we've launched
 

02:40:09.169 --> 02:40:11.380 align:start position:0%
for code collaboration we've launched
radical<02:40:09.499><c> last</c><02:40:09.680><c> year</c><02:40:09.859><c> it's</c><02:40:10.100><c> built</c><02:40:10.339><c> as</c><02:40:10.729><c> a</c><02:40:10.760><c> Pico</c>

02:40:11.380 --> 02:40:11.390 align:start position:0%
radical last year it's built as a Pico
 

02:40:11.390 --> 02:40:13.590 align:start position:0%
radical last year it's built as a Pico
collaboration<02:40:11.899><c> staff</c><02:40:12.199><c> that's</c><02:40:12.529><c> built</c><02:40:12.739><c> on</c><02:40:12.859><c> ipfs</c>

02:40:13.590 --> 02:40:13.600 align:start position:0%
collaboration staff that's built on ipfs
 

02:40:13.600 --> 02:40:16.059 align:start position:0%
collaboration staff that's built on ipfs
and<02:40:14.600><c> we</c><02:40:15.049><c> started</c><02:40:15.289><c> the</c><02:40:15.409><c> project</c><02:40:15.560><c> with</c><02:40:15.799><c> at</c><02:40:15.949><c> least</c>

02:40:16.059 --> 02:40:16.069 align:start position:0%
and we started the project with at least
 

02:40:16.069 --> 02:40:19.029 align:start position:0%
and we started the project with at least
that<02:40:16.310><c> code</c><02:40:16.489><c> collaboration</c><02:40:17.209><c> and</c><02:40:18.039><c> centralized</c>

02:40:19.029 --> 02:40:19.039 align:start position:0%
that code collaboration and centralized
 

02:40:19.039 --> 02:40:22.000 align:start position:0%
that code collaboration and centralized
to<02:40:19.249><c> one</c><02:40:19.459><c> platform</c><02:40:19.699><c> is</c><02:40:20.119><c> to</c><02:40:20.449><c> go</c><02:40:21.409><c> collaborations</c>

02:40:22.000 --> 02:40:22.010 align:start position:0%
to one platform is to go collaborations
 

02:40:22.010 --> 02:40:23.739 align:start position:0%
to one platform is to go collaborations
to<02:40:22.189><c> critical</c><02:40:22.609><c> to</c><02:40:22.760><c> be</c><02:40:22.850><c> centralized</c><02:40:23.270><c> to</c><02:40:23.600><c> one</c>

02:40:23.739 --> 02:40:23.749 align:start position:0%
to critical to be centralized to one
 

02:40:23.749 --> 02:40:26.199 align:start position:0%
to critical to be centralized to one
platform<02:40:23.989><c> that</c><02:40:24.709><c> is</c><02:40:25.100><c> expressed</c><02:40:25.549><c> in</c><02:40:25.760><c> this</c><02:40:25.939><c> tweet</c>

02:40:26.199 --> 02:40:26.209 align:start position:0%
platform that is expressed in this tweet
 

02:40:26.209 --> 02:40:28.319 align:start position:0%
platform that is expressed in this tweet
that<02:40:26.419><c> I</c><02:40:26.930><c> included</c><02:40:27.289><c> in</c><02:40:27.439><c> my</c><02:40:27.470><c> presentation</c>

02:40:28.319 --> 02:40:28.329 align:start position:0%
that I included in my presentation
 

02:40:28.329 --> 02:40:30.880 align:start position:0%
that I included in my presentation
specifically<02:40:29.329><c> having</c><02:40:30.079><c> all</c><02:40:30.319><c> free</c><02:40:30.560><c> and</c><02:40:30.680><c> open</c>

02:40:30.880 --> 02:40:30.890 align:start position:0%
specifically having all free and open
 

02:40:30.890 --> 02:40:32.260 align:start position:0%
specifically having all free and open
source<02:40:31.010><c> software</c><02:40:31.100><c> which</c><02:40:31.609><c> is</c><02:40:31.729><c> like</c><02:40:31.850><c> critical</c>

02:40:32.260 --> 02:40:32.270 align:start position:0%
source software which is like critical
 

02:40:32.270 --> 02:40:33.880 align:start position:0%
source software which is like critical
to<02:40:32.510><c> all</c><02:40:32.749><c> of</c><02:40:32.899><c> the</c><02:40:33.079><c> functioning</c><02:40:33.499><c> technical</c>

02:40:33.880 --> 02:40:33.890 align:start position:0%
to all of the functioning technical
 

02:40:33.890 --> 02:40:37.420 align:start position:0%
to all of the functioning technical
infrastructure<02:40:34.329><c> in</c><02:40:35.329><c> globally</c><02:40:36.229><c> right</c><02:40:36.470><c> now</c><02:40:36.649><c> so</c>

02:40:37.420 --> 02:40:37.430 align:start position:0%
infrastructure in globally right now so
 

02:40:37.430 --> 02:40:39.429 align:start position:0%
infrastructure in globally right now so
we<02:40:37.909><c> were</c><02:40:37.999><c> inspired</c><02:40:38.119><c> by</c><02:40:38.439><c> existing</c>

02:40:39.429 --> 02:40:39.439 align:start position:0%
we were inspired by existing
 

02:40:39.439 --> 02:40:41.079 align:start position:0%
we were inspired by existing
decentralized<02:40:40.069><c> protocols</c><02:40:40.430><c> networks</c><02:40:40.789><c> like</c><02:40:41.029><c> I</c>

02:40:41.079 --> 02:40:41.089 align:start position:0%
decentralized protocols networks like I
 

02:40:41.089 --> 02:40:44.380 align:start position:0%
decentralized protocols networks like I
speak<02:40:41.539><c> that</c><02:40:41.989><c> everybody</c><02:40:42.529><c> who's</c><02:40:42.709><c> here</c><02:40:43.390><c> speaking</c>

02:40:44.380 --> 02:40:44.390 align:start position:0%
speak that everybody who's here speaking
 

02:40:44.390 --> 02:40:46.179 align:start position:0%
speak that everybody who's here speaking
today<02:40:44.629><c> and</c><02:40:44.869><c> we</c><02:40:45.169><c> try</c><02:40:45.379><c> to</c><02:40:45.439><c> learn</c><02:40:45.709><c> from</c><02:40:45.770><c> other</c>

02:40:46.179 --> 02:40:46.189 align:start position:0%
today and we try to learn from other
 

02:40:46.189 --> 02:40:49.329 align:start position:0%
today and we try to learn from other
previous<02:40:46.640><c> attempts</c><02:40:47.060><c> like</c><02:40:47.499><c> in</c><02:40:48.499><c> SSP</c><02:40:48.979><c> and</c><02:40:49.159><c> get</c>

02:40:49.329 --> 02:40:49.339 align:start position:0%
previous attempts like in SSP and get
 

02:40:49.339 --> 02:40:51.309 align:start position:0%
previous attempts like in SSP and get
torrent<02:40:49.789><c> so</c><02:40:50.390><c> the</c><02:40:50.510><c> current</c><02:40:50.659><c> state</c><02:40:50.869><c> of</c><02:40:50.930><c> radical</c>

02:40:51.309 --> 02:40:51.319 align:start position:0%
torrent so the current state of radical
 

02:40:51.319 --> 02:40:53.590 align:start position:0%
torrent so the current state of radical
is<02:40:51.560><c> basically</c><02:40:52.159><c> a</c><02:40:52.249><c> secure</c><02:40:52.669><c> and</c><02:40:52.789><c> offline</c><02:40:53.180><c> first</c>

02:40:53.590 --> 02:40:53.600 align:start position:0%
is basically a secure and offline first
 

02:40:53.600 --> 02:40:56.469 align:start position:0%
is basically a secure and offline first
in<02:40:54.260><c> terminal</c><02:40:54.739><c> native</c><02:40:55.209><c> alternative</c><02:40:56.209><c> to</c>

02:40:56.469 --> 02:40:56.479 align:start position:0%
in terminal native alternative to
 

02:40:56.479 --> 02:40:57.729 align:start position:0%
in terminal native alternative to
centralize<02:40:56.869><c> the</c><02:40:56.989><c> code</c><02:40:57.140><c> of</c><02:40:57.260><c> collaboration</c>

02:40:57.729 --> 02:40:57.739 align:start position:0%
centralize the code of collaboration
 

02:40:57.739 --> 02:40:59.679 align:start position:0%
centralize the code of collaboration
it's<02:40:58.220><c> super</c><02:40:58.640><c> cool</c><02:40:58.819><c> it</c><02:40:59.060><c> increased</c><02:40:59.479><c> with</c>

02:40:59.679 --> 02:40:59.689 align:start position:0%
it's super cool it increased with
 

02:40:59.689 --> 02:41:01.689 align:start position:0%
it's super cool it increased with
distributed<02:41:00.260><c> version</c><02:41:00.709><c> control</c><02:41:00.919><c> systems</c><02:41:01.609><c> like</c>

02:41:01.689 --> 02:41:01.699 align:start position:0%
distributed version control systems like
 

02:41:01.699 --> 02:41:04.710 align:start position:0%
distributed version control systems like
get<02:41:01.999><c> includes</c><02:41:02.839><c> a</c><02:41:02.899><c> high</c><02:41:03.049><c> level</c><02:41:03.260><c> language</c><02:41:03.829><c> for</c>

02:41:04.710 --> 02:41:04.720 align:start position:0%
get includes a high level language for
 

02:41:04.720 --> 02:41:07.719 align:start position:0%
get includes a high level language for
reprogram<02:41:05.720><c> level</c><02:41:06.079><c> of</c><02:41:06.169><c> semantics</c><02:41:06.799><c> you'd</c><02:41:07.579><c> be</c>

02:41:07.719 --> 02:41:07.729 align:start position:0%
reprogram level of semantics you'd be
 

02:41:07.729 --> 02:41:09.159 align:start position:0%
reprogram level of semantics you'd be
network<02:41:08.029><c> for</c><02:41:08.239><c> sharing</c><02:41:08.270><c> application</c><02:41:08.959><c> states</c>

02:41:09.159 --> 02:41:09.169 align:start position:0%
network for sharing application states
 

02:41:09.169 --> 02:41:11.139 align:start position:0%
network for sharing application states
to<02:41:09.319><c> this</c><02:41:09.470><c> super-awesome</c><02:41:10.039><c> replicated</c><02:41:10.939><c> state</c>

02:41:11.139 --> 02:41:11.149 align:start position:0%
to this super-awesome replicated state
 

02:41:11.149 --> 02:41:13.630 align:start position:0%
to this super-awesome replicated state
machine<02:41:11.449><c> language</c><02:41:11.979><c> inflexible</c><02:41:12.979><c> c'mon</c><02:41:13.310><c> who's</c>

02:41:13.630 --> 02:41:13.640 align:start position:0%
machine language inflexible c'mon who's
 

02:41:13.640 --> 02:41:15.130 align:start position:0%
machine language inflexible c'mon who's
command-line<02:41:14.089><c> tools</c><02:41:14.419><c> so</c><02:41:14.539><c> basically</c><02:41:14.899><c> makes</c>

02:41:15.130 --> 02:41:15.140 align:start position:0%
command-line tools so basically makes
 

02:41:15.140 --> 02:41:18.010 align:start position:0%
command-line tools so basically makes
code<02:41:15.409><c> collaboration</c><02:41:16.039><c> of</c><02:41:16.129><c> primitive</c><02:41:16.459><c> and</c><02:41:17.359><c> is</c>

02:41:18.010 --> 02:41:18.020 align:start position:0%
code collaboration of primitive and is
 

02:41:18.020 --> 02:41:19.149 align:start position:0%
code collaboration of primitive and is
building<02:41:18.379><c> an</c><02:41:18.470><c> entirely</c><02:41:18.739><c> peer-to-peer</c>

02:41:19.149 --> 02:41:19.159 align:start position:0%
building an entirely peer-to-peer
 

02:41:19.159 --> 02:41:21.699 align:start position:0%
building an entirely peer-to-peer
developer<02:41:20.289><c> experience</c><02:41:21.289><c> that</c><02:41:21.409><c> a</c><02:41:21.439><c> Kurtz</c>

02:41:21.699 --> 02:41:21.709 align:start position:0%
developer experience that a Kurtz
 

02:41:21.709 --> 02:41:24.250 align:start position:0%
developer experience that a Kurtz
experimented<02:41:22.600><c> experimentation</c><02:41:23.600><c> about</c><02:41:24.109><c> how</c>

02:41:24.250 --> 02:41:24.260 align:start position:0%
experimented experimentation about how
 

02:41:24.260 --> 02:41:27.250 align:start position:0%
experimented experimentation about how
we<02:41:24.919><c> work</c><02:41:25.159><c> and</c><02:41:25.699><c> develop</c><02:41:25.999><c> together</c><02:41:26.299><c> but</c><02:41:27.140><c> what</c>

02:41:27.250 --> 02:41:27.260 align:start position:0%
we work and develop together but what
 

02:41:27.260 --> 02:41:29.079 align:start position:0%
we work and develop together but what
I'm<02:41:27.350><c> here</c><02:41:27.529><c> to</c><02:41:27.619><c> talk</c><02:41:27.739><c> about</c><02:41:27.799><c> in</c><02:41:28.189><c> the</c><02:41:28.549><c> last</c><02:41:28.819><c> three</c>

02:41:29.079 --> 02:41:29.089 align:start position:0%
I'm here to talk about in the last three
 

02:41:29.089 --> 02:41:30.849 align:start position:0%
I'm here to talk about in the last three
minutes<02:41:29.209><c> of</c><02:41:29.479><c> my</c><02:41:29.659><c> talk</c><02:41:29.839><c> is</c><02:41:30.319><c> how</c><02:41:30.589><c> the</c><02:41:30.649><c> code</c>

02:41:30.849 --> 02:41:30.859 align:start position:0%
minutes of my talk is how the code
 

02:41:30.859 --> 02:41:32.071 align:start position:0%
minutes of my talk is how the code
collaboration<02:41:31.430><c> is</c><02:41:31.520><c> more</c><02:41:31.699><c> than</c><02:41:31.789><c> just</c>

02:41:32.071 --> 02:41:32.081 align:start position:0%
collaboration is more than just
 

02:41:32.081 --> 02:41:34.951 align:start position:0%
collaboration is more than just
and<02:41:32.471><c> what</c><02:41:32.681><c> works</c><02:41:33.001><c> exploring</c><02:41:34.001><c> beyond</c>

02:41:34.951 --> 02:41:34.961 align:start position:0%
and what works exploring beyond
 

02:41:34.961 --> 02:41:36.421 align:start position:0%
and what works exploring beyond
peer-to-peer<02:41:35.320><c> post</c><02:41:35.711><c> collaboration</c><02:41:36.221><c> at</c>

02:41:36.421 --> 02:41:36.431 align:start position:0%
peer-to-peer post collaboration at
 

02:41:36.431 --> 02:41:40.111 align:start position:0%
peer-to-peer post collaboration at
radical<02:41:36.911><c> so</c><02:41:37.871><c> I</c><02:41:38.341><c> think</c><02:41:39.341><c> it</c><02:41:39.671><c> kind</c><02:41:39.820><c> of</c><02:41:39.940><c> is</c>

02:41:40.111 --> 02:41:40.121 align:start position:0%
radical so I think it kind of is
 

02:41:40.121 --> 02:41:43.021 align:start position:0%
radical so I think it kind of is
embodied<02:41:40.631><c> in</c><02:41:40.721><c> this</c><02:41:40.841><c> tweet</c><02:41:41.141><c> like</c><02:41:42.101><c> you</c><02:41:42.940><c> know</c>

02:41:43.021 --> 02:41:43.031 align:start position:0%
embodied in this tweet like you know
 

02:41:43.031 --> 02:41:44.371 align:start position:0%
embodied in this tweet like you know
code<02:41:43.301><c> collaboration</c><02:41:43.811><c> is</c><02:41:43.900><c> more</c><02:41:44.081><c> than</c><02:41:44.201><c> code</c>

02:41:44.371 --> 02:41:44.381 align:start position:0%
code collaboration is more than code
 

02:41:44.381 --> 02:41:46.111 align:start position:0%
code collaboration is more than code
network<02:41:44.741><c> effects</c><02:41:45.161><c> are</c><02:41:45.400><c> a</c><02:41:45.431><c> thing</c><02:41:45.791><c> there's</c><02:41:46.061><c> a</c>

02:41:46.111 --> 02:41:46.121 align:start position:0%
network effects are a thing there's a
 

02:41:46.121 --> 02:41:48.271 align:start position:0%
network effects are a thing there's a
reason<02:41:46.421><c> why</c><02:41:46.511><c> most</c><02:41:46.751><c> code</c><02:41:47.021><c> collab</c><02:41:47.650><c> is</c><02:41:47.681><c> done</c><02:41:48.011><c> on</c>

02:41:48.271 --> 02:41:48.281 align:start position:0%
reason why most code collab is done on
 

02:41:48.281 --> 02:41:51.211 align:start position:0%
reason why most code collab is done on
github<02:41:48.701><c> right</c><02:41:49.091><c> now</c><02:41:49.711><c> and</c><02:41:50.711><c> I</c><02:41:50.771><c> had</c><02:41:50.921><c> a</c><02:41:50.951><c> really</c>

02:41:51.211 --> 02:41:51.221 align:start position:0%
github right now and I had a really
 

02:41:51.221 --> 02:41:54.661 align:start position:0%
github right now and I had a really
funny<02:41:51.521><c> slide</c><02:41:51.820><c> here</c><02:41:52.091><c> that</c><02:41:52.471><c> says</c><02:41:53.471><c> this</c><02:41:53.741><c> peer</c>

02:41:54.661 --> 02:41:54.671 align:start position:0%
funny slide here that says this peer
 

02:41:54.671 --> 02:41:56.071 align:start position:0%
funny slide here that says this peer
here<02:41:54.881><c> and</c><02:41:55.001><c> watching</c><02:41:55.331><c> kind</c><02:41:55.601><c> of</c><02:41:55.661><c> had</c><02:41:55.781><c> this</c><02:41:55.931><c> like</c>

02:41:56.071 --> 02:41:56.081 align:start position:0%
here and watching kind of had this like
 

02:41:56.081 --> 02:41:59.970 align:start position:0%
here and watching kind of had this like
awkward<02:41:56.320><c> relationship</c><02:41:57.301><c> but</c><02:41:58.301><c> we</c><02:41:59.051><c> think</c><02:41:59.440><c> and</c><02:41:59.801><c> at</c>

02:41:59.970 --> 02:41:59.980 align:start position:0%
awkward relationship but we think and at
 

02:41:59.980 --> 02:42:01.711 align:start position:0%
awkward relationship but we think and at
radical<02:42:00.371><c> we</c><02:42:00.491><c> are</c><02:42:00.581><c> exploring</c><02:42:00.971><c> how</c><02:42:01.121><c> blockchain</c>

02:42:01.711 --> 02:42:01.721 align:start position:0%
radical we are exploring how blockchain
 

02:42:01.721 --> 02:42:04.560 align:start position:0%
radical we are exploring how blockchain
can<02:42:01.751><c> be</c><02:42:02.081><c> code</c><02:42:02.471><c> collaboration</c><02:42:03.311><c> trans</c><02:42:04.121><c> dental</c>

02:42:04.560 --> 02:42:04.570 align:start position:0%
can be code collaboration trans dental
 

02:42:04.570 --> 02:42:07.621 align:start position:0%
can be code collaboration trans dental
experience<02:42:05.400><c> because</c><02:42:06.400><c> we</c><02:42:06.551><c> think</c><02:42:06.761><c> that</c><02:42:06.881><c> Foss</c><02:42:07.271><c> is</c>

02:42:07.621 --> 02:42:07.631 align:start position:0%
experience because we think that Foss is
 

02:42:07.631 --> 02:42:10.411 align:start position:0%
experience because we think that Foss is
a<02:42:07.900><c> really</c><02:42:08.291><c> great</c><02:42:08.381><c> design</c><02:42:08.771><c> space</c><02:42:09.041><c> for</c><02:42:09.911><c> adapted</c>

02:42:10.411 --> 02:42:10.421 align:start position:0%
a really great design space for adapted
 

02:42:10.421 --> 02:42:12.481 align:start position:0%
a really great design space for adapted
formation<02:42:10.931><c> I</c><02:42:11.141><c> mean</c><02:42:11.891><c> it's</c><02:42:12.011><c> really</c><02:42:12.190><c> common</c>

02:42:12.481 --> 02:42:12.491 align:start position:0%
formation I mean it's really common
 

02:42:12.491 --> 02:42:15.151 align:start position:0%
formation I mean it's really common
based<02:42:12.730><c> peer</c><02:42:12.971><c> production</c><02:42:13.181><c> at</c><02:42:13.661><c> its</c><02:42:13.690><c> core</c><02:42:14.110><c> and</c><02:42:14.980><c> so</c>

02:42:15.151 --> 02:42:15.161 align:start position:0%
based peer production at its core and so
 

02:42:15.161 --> 02:42:16.531 align:start position:0%
based peer production at its core and so
we<02:42:15.281><c> want</c><02:42:15.491><c> to</c><02:42:15.521><c> experiment</c><02:42:15.791><c> with</c><02:42:16.001><c> distributing</c>

02:42:16.531 --> 02:42:16.541 align:start position:0%
we want to experiment with distributing
 

02:42:16.541 --> 02:42:17.850 align:start position:0%
we want to experiment with distributing
rotation<02:42:16.931><c> collective</c><02:42:17.261><c> ownership</c><02:42:17.381><c> and</c>

02:42:17.850 --> 02:42:17.860 align:start position:0%
rotation collective ownership and
 

02:42:17.860 --> 02:42:20.551 align:start position:0%
rotation collective ownership and
community<02:42:18.400><c> stewardship</c><02:42:19.091><c> of</c><02:42:19.271><c> value</c><02:42:19.601><c> I'm</c><02:42:20.051><c> so</c>

02:42:20.551 --> 02:42:20.561 align:start position:0%
community stewardship of value I'm so
 

02:42:20.561 --> 02:42:22.531 align:start position:0%
community stewardship of value I'm so
secure<02:42:21.190><c> an</c><02:42:21.311><c> offline</c><02:42:21.610><c> first</c><02:42:21.820><c> is</c><02:42:22.061><c> peer</c><02:42:22.271><c> to</c><02:42:22.301><c> peer</c>

02:42:22.531 --> 02:42:22.541 align:start position:0%
secure an offline first is peer to peer
 

02:42:22.541 --> 02:42:24.361 align:start position:0%
secure an offline first is peer to peer
that's<02:42:22.900><c> what</c><02:42:23.141><c> we</c><02:42:23.320><c> built</c><02:42:23.471><c> the</c><02:42:23.951><c> radical</c><02:42:24.281><c> step</c>

02:42:24.361 --> 02:42:24.371 align:start position:0%
that's what we built the radical step
 

02:42:24.371 --> 02:42:26.191 align:start position:0%
that's what we built the radical step
but<02:42:25.001><c> now</c><02:42:25.121><c> we're</c><02:42:25.271><c> exploring</c><02:42:25.570><c> what</c><02:42:25.751><c> it</c><02:42:25.871><c> is</c><02:42:25.991><c> to</c>

02:42:26.191 --> 02:42:26.201 align:start position:0%
but now we're exploring what it is to
 

02:42:26.201 --> 02:42:27.901 align:start position:0%
but now we're exploring what it is to
have<02:42:26.230><c> a</c><02:42:26.351><c> community</c><02:42:26.621><c> owned</c><02:42:27.070><c> encrypted</c><02:42:27.581><c> native</c>

02:42:27.901 --> 02:42:27.911 align:start position:0%
have a community owned encrypted native
 

02:42:27.911 --> 02:42:30.421 align:start position:0%
have a community owned encrypted native
peer<02:42:28.480><c> to</c><02:42:28.541><c> peer</c><02:42:28.661><c> collaboration</c><02:42:29.201><c> effort</c><02:42:30.041><c> with</c>

02:42:30.421 --> 02:42:30.431 align:start position:0%
peer to peer collaboration effort with
 

02:42:30.431 --> 02:42:32.821 align:start position:0%
peer to peer collaboration effort with
watching<02:42:30.881><c> so</c><02:42:31.121><c> watching</c><02:42:31.391><c> as</c><02:42:31.811><c> a</c><02:42:32.110><c> bunch</c><02:42:32.681><c> of</c>

02:42:32.821 --> 02:42:32.831 align:start position:0%
watching so watching as a bunch of
 

02:42:32.831 --> 02:42:34.680 align:start position:0%
watching so watching as a bunch of
things<02:42:33.070><c> that</c><02:42:33.311><c> I</c><02:42:33.400><c> cannot</c><02:42:33.761><c> talk</c><02:42:34.091><c> about</c><02:42:34.391><c> in</c><02:42:34.570><c> this</c>

02:42:34.680 --> 02:42:34.690 align:start position:0%
things that I cannot talk about in this
 

02:42:34.690 --> 02:42:36.691 align:start position:0%
things that I cannot talk about in this
one<02:42:34.871><c> talk</c><02:42:35.081><c> so</c><02:42:35.291><c> please</c><02:42:35.320><c> come</c><02:42:35.951><c> talk</c><02:42:36.161><c> to</c><02:42:36.221><c> me</c><02:42:36.311><c> after</c>

02:42:36.691 --> 02:42:36.701 align:start position:0%
one talk so please come talk to me after
 

02:42:36.701 --> 02:42:38.850 align:start position:0%
one talk so please come talk to me after
about<02:42:36.820><c> all</c><02:42:37.061><c> of</c><02:42:37.181><c> this</c><02:42:37.271><c> but</c><02:42:37.991><c> for</c><02:42:38.141><c> example</c><02:42:38.531><c> one</c>

02:42:38.850 --> 02:42:38.860 align:start position:0%
about all of this but for example one
 

02:42:38.860 --> 02:42:40.411 align:start position:0%
about all of this but for example one
hit<02:42:39.041><c> ko</c><02:42:39.190><c> collaboration</c><02:42:39.820><c> beat</c><02:42:40.001><c> is</c><02:42:40.181><c> we</c><02:42:40.331><c> have</c>

02:42:40.411 --> 02:42:40.421 align:start position:0%
hit ko collaboration beat is we have
 

02:42:40.421 --> 02:42:42.180 align:start position:0%
hit ko collaboration beat is we have
verified<02:42:40.811><c> wallet</c><02:42:41.141><c> set</c><02:42:41.381><c> I</c><02:42:41.411><c> love</c><02:42:41.681><c> direct</c>

02:42:42.180 --> 02:42:42.190 align:start position:0%
verified wallet set I love direct
 

02:42:42.190 --> 02:42:44.331 align:start position:0%
verified wallet set I love direct
peer-to-peer<02:42:42.400><c> code</c><02:42:43.360><c> blogger</c><02:42:43.631><c> ocean</c>

02:42:44.331 --> 02:42:44.341 align:start position:0%
peer-to-peer code blogger ocean
 

02:42:44.341 --> 02:42:46.350 align:start position:0%
peer-to-peer code blogger ocean
ecosystem<02:42:45.341><c> stewardship</c><02:42:45.851><c> through</c><02:42:46.061><c> block</c>

02:42:46.350 --> 02:42:46.360 align:start position:0%
ecosystem stewardship through block
 

02:42:46.360 --> 02:42:48.691 align:start position:0%
ecosystem stewardship through block
Awards<02:42:46.781><c> inflation</c><02:42:47.351><c> funding</c><02:42:47.471><c> what</c><02:42:48.371><c> if</c><02:42:48.461><c> we</c><02:42:48.551><c> had</c>

02:42:48.691 --> 02:42:48.701 align:start position:0%
Awards inflation funding what if we had
 

02:42:48.701 --> 02:42:50.251 align:start position:0%
Awards inflation funding what if we had
a<02:42:48.881><c> chair</c><02:42:49.061><c> a</c><02:42:49.091><c> teacher</c><02:42:49.360><c> dependency</c><02:42:49.871><c> graphing</c>

02:42:50.251 --> 02:42:50.261 align:start position:0%
a chair a teacher dependency graphing
 

02:42:50.261 --> 02:42:51.541 align:start position:0%
a chair a teacher dependency graphing
between<02:42:50.561><c> projects</c><02:42:50.921><c> maintainer</c><02:42:51.251><c> xand</c>

02:42:51.541 --> 02:42:51.551 align:start position:0%
between projects maintainer xand
 

02:42:51.551 --> 02:42:53.371 align:start position:0%
between projects maintainer xand
communities<02:42:51.971><c> so</c><02:42:52.511><c> we</c><02:42:52.541><c> can</c><02:42:52.721><c> understand</c><02:42:53.141><c> how</c><02:42:53.320><c> we</c>

02:42:53.371 --> 02:42:53.381 align:start position:0%
communities so we can understand how we
 

02:42:53.381 --> 02:42:55.591 align:start position:0%
communities so we can understand how we
distribute<02:42:53.681><c> value</c><02:42:54.190><c> from</c><02:42:54.521><c> a</c><02:42:54.761><c> system</c><02:42:55.391><c> so</c><02:42:55.511><c> we</c>

02:42:55.591 --> 02:42:55.601 align:start position:0%
distribute value from a system so we
 

02:42:55.601 --> 02:42:56.611 align:start position:0%
distribute value from a system so we
don't<02:42:55.631><c> have</c><02:42:55.811><c> to</c><02:42:55.900><c> rely</c><02:42:56.051><c> on</c><02:42:56.171><c> building</c><02:42:56.591><c> a</c>

02:42:56.611 --> 02:42:56.621 align:start position:0%
don't have to rely on building a
 

02:42:56.621 --> 02:42:58.350 align:start position:0%
don't have to rely on building a
business<02:42:56.891><c> model</c><02:42:57.041><c> for</c><02:42:57.251><c> Foss</c><02:42:57.851><c> and</c><02:42:57.881><c> make</c><02:42:58.271><c> an</c>

02:42:58.350 --> 02:42:58.360 align:start position:0%
business model for Foss and make an
 

02:42:58.360 --> 02:42:59.640 align:start position:0%
business model for Foss and make an
instead<02:42:58.661><c> created</c><02:42:58.961><c> a</c><02:42:58.991><c> sustainable</c><02:42:59.171><c> economy</c>

02:42:59.640 --> 02:42:59.650 align:start position:0%
instead created a sustainable economy
 

02:42:59.650 --> 02:43:01.921 align:start position:0%
instead created a sustainable economy
under<02:43:00.281><c> free</c><02:43:00.851><c> and</c><02:43:00.940><c> open-source</c><02:43:01.211><c> software</c><02:43:01.391><c> and</c>

02:43:01.921 --> 02:43:01.931 align:start position:0%
under free and open-source software and
 

02:43:01.931 --> 02:43:03.481 align:start position:0%
under free and open-source software and
also<02:43:02.471><c> what</c><02:43:02.681><c> if</c><02:43:02.771><c> you</c><02:43:02.831><c> had</c><02:43:02.921><c> a</c><02:43:02.980><c> global</c><02:43:03.281><c> project</c>

02:43:03.481 --> 02:43:03.491 align:start position:0%
also what if you had a global project
 

02:43:03.491 --> 02:43:05.970 align:start position:0%
also what if you had a global project
registry<02:43:04.061><c> of</c><02:43:04.091><c> foster</c><02:43:04.690><c> projects</c><02:43:05.110><c> allowing</c>

02:43:05.970 --> 02:43:05.980 align:start position:0%
registry of foster projects allowing
 

02:43:05.980 --> 02:43:08.251 align:start position:0%
registry of foster projects allowing
global<02:43:06.431><c> canonicity</c><02:43:06.820><c> and</c><02:43:07.241><c> discoverability</c><02:43:07.781><c> so</c>

02:43:08.251 --> 02:43:08.261 align:start position:0%
global canonicity and discoverability so
 

02:43:08.261 --> 02:43:10.140 align:start position:0%
global canonicity and discoverability so
those<02:43:08.440><c> Network</c><02:43:08.741><c> effects</c><02:43:09.101><c> that</c><02:43:09.551><c> make</c><02:43:09.761><c> it</c><02:43:10.001><c> come</c>

02:43:10.140 --> 02:43:10.150 align:start position:0%
those Network effects that make it come
 

02:43:10.150 --> 02:43:12.211 align:start position:0%
those Network effects that make it come
so<02:43:10.301><c> great</c><02:43:10.570><c> with</c><02:43:11.201><c> us</c><02:43:11.320><c> also</c><02:43:11.561><c> add</c><02:43:11.891><c> a</c><02:43:11.921><c> really</c>

02:43:12.211 --> 02:43:12.221 align:start position:0%
so great with us also add a really
 

02:43:12.221 --> 02:43:14.191 align:start position:0%
so great with us also add a really
awesome<02:43:12.431><c> security</c><02:43:12.971><c> layer</c><02:43:13.150><c> that</c><02:43:13.421><c> audible</c><02:43:14.110><c> and</c>

02:43:14.191 --> 02:43:14.201 align:start position:0%
awesome security layer that audible and
 

02:43:14.201 --> 02:43:15.871 align:start position:0%
awesome security layer that audible and
temporary<02:43:14.591><c> project</c><02:43:15.041><c> histories</c><02:43:15.431><c> kind</c><02:43:15.641><c> of</c><02:43:15.730><c> up</c>

02:43:15.871 --> 02:43:15.881 align:start position:0%
temporary project histories kind of up
 

02:43:15.881 --> 02:43:17.671 align:start position:0%
temporary project histories kind of up
the<02:43:16.061><c> security</c><02:43:16.360><c> that</c><02:43:16.721><c> we</c><02:43:16.841><c> can</c><02:43:16.991><c> have</c><02:43:17.171><c> on</c><02:43:17.440><c> any</c>

02:43:17.671 --> 02:43:17.681 align:start position:0%
the security that we can have on any
 

02:43:17.681 --> 02:43:20.161 align:start position:0%
the security that we can have on any
centralized<02:43:18.491><c> platform</c><02:43:18.701><c> so</c><02:43:19.121><c> all</c><02:43:19.271><c> this</c><02:43:19.690><c> is</c>

02:43:20.161 --> 02:43:20.171 align:start position:0%
centralized platform so all this is
 

02:43:20.171 --> 02:43:22.231 align:start position:0%
centralized platform so all this is
really<02:43:20.471><c> really</c><02:43:20.801><c> cool</c><02:43:20.980><c> and</c><02:43:21.820><c> we're</c><02:43:22.001><c> exploring</c>

02:43:22.231 --> 02:43:22.241 align:start position:0%
really really cool and we're exploring
 

02:43:22.241 --> 02:43:25.350 align:start position:0%
really really cool and we're exploring
it<02:43:22.570><c> at</c><02:43:22.721><c> radical</c><02:43:23.251><c> and</c><02:43:24.251><c> really</c><02:43:24.551><c> we</c><02:43:24.881><c> really</c><02:43:24.911><c> think</c>

02:43:25.350 --> 02:43:25.360 align:start position:0%
it at radical and really we really think
 

02:43:25.360 --> 02:43:27.781 align:start position:0%
it at radical and really we really think
that<02:43:25.421><c> code</c><02:43:25.721><c> collaboration</c><02:43:26.381><c> will</c><02:43:26.671><c> bring</c><02:43:27.671><c> about</c>

02:43:27.781 --> 02:43:27.791 align:start position:0%
that code collaboration will bring about
 

02:43:27.791 --> 02:43:29.611 align:start position:0%
that code collaboration will bring about
our<02:43:28.121><c> new</c><02:43:28.360><c> vision</c><02:43:28.631><c> of</c><02:43:28.931><c> what</c><02:43:29.201><c> is</c><02:43:29.320><c> free</c><02:43:29.501><c> and</c><02:43:29.591><c> open</c>

02:43:29.611 --> 02:43:29.621 align:start position:0%
our new vision of what is free and open
 

02:43:29.621 --> 02:43:31.621 align:start position:0%
our new vision of what is free and open
source<02:43:29.831><c> sustainability</c><02:43:30.551><c> mine</c><02:43:31.360><c> Abel</c>

02:43:31.621 --> 02:43:31.631 align:start position:0%
source sustainability mine Abel
 

02:43:31.631 --> 02:43:33.751 align:start position:0%
source sustainability mine Abel
trustless<02:43:32.141><c> workflows</c><02:43:32.650><c> or</c><02:43:32.860><c> LaValley</c><02:43:33.341><c> exchange</c>

02:43:33.751 --> 02:43:33.761 align:start position:0%
trustless workflows or LaValley exchange
 

02:43:33.761 --> 02:43:36.180 align:start position:0%
trustless workflows or LaValley exchange
and<02:43:34.001><c> global</c><02:43:34.421><c> canonicity</c><02:43:34.751><c> and</c><02:43:35.741><c> those</c><02:43:35.860><c> network</c>

02:43:36.180 --> 02:43:36.190 align:start position:0%
and global canonicity and those network
 

02:43:36.190 --> 02:43:39.871 align:start position:0%
and global canonicity and those network
effects<02:43:36.581><c> that</c><02:43:36.911><c> people</c><02:43:37.331><c> think</c><02:43:37.871><c> is</c><02:43:38.051><c> only</c><02:43:38.881><c> you</c>

02:43:39.871 --> 02:43:39.881 align:start position:0%
effects that people think is only you
 

02:43:39.881 --> 02:43:42.600 align:start position:0%
effects that people think is only you
know<02:43:39.911><c> prone</c><02:43:40.271><c> to</c><02:43:40.541><c> github</c><02:43:41.021><c> so</c><02:43:41.351><c> cool</c><02:43:41.980><c> come</c><02:43:42.371><c> find</c>

02:43:42.600 --> 02:43:42.610 align:start position:0%
know prone to github so cool come find
 

02:43:42.610 --> 02:43:45.301 align:start position:0%
know prone to github so cool come find
me<02:43:42.730><c> my</c><02:43:43.121><c> name's</c><02:43:43.301><c> Abby</c><02:43:43.511><c> I'm</c><02:43:44.051><c> on</c><02:43:44.230><c> Twitter</c><02:43:44.501><c> I</c><02:43:44.831><c> have</c>

02:43:45.301 --> 02:43:45.311 align:start position:0%
me my name's Abby I'm on Twitter I have
 

02:43:45.311 --> 02:43:47.191 align:start position:0%
me my name's Abby I'm on Twitter I have
a<02:43:45.341><c> tick</c><02:43:45.581><c> home</c><02:43:45.761><c> we're</c><02:43:46.271><c> not</c><02:43:46.391><c> doing</c><02:43:46.570><c> a</c><02:43:46.631><c> talk</c><02:43:46.811><c> but</c>

02:43:47.191 --> 02:43:47.201 align:start position:0%
a tick home we're not doing a talk but
 

02:43:47.201 --> 02:43:48.901 align:start position:0%
a tick home we're not doing a talk but
I'll<02:43:47.351><c> be</c><02:43:47.471><c> around</c><02:43:47.501><c> so</c><02:43:47.951><c> please</c><02:43:48.371><c> come</c><02:43:48.581><c> talk</c><02:43:48.730><c> to</c><02:43:48.791><c> me</c>

02:43:48.901 --> 02:43:48.911 align:start position:0%
I'll be around so please come talk to me
 

02:43:48.911 --> 02:43:50.341 align:start position:0%
I'll be around so please come talk to me
we're<02:43:49.271><c> going</c><02:43:49.360><c> to</c><02:43:49.421><c> be</c><02:43:49.511><c> building</c><02:43:49.661><c> this</c><02:43:49.871><c> really</c>

02:43:50.341 --> 02:43:50.351 align:start position:0%
we're going to be building this really
 

02:43:50.351 --> 02:43:50.911 align:start position:0%
we're going to be building this really
soon

02:43:50.911 --> 02:43:50.921 align:start position:0%
soon
 

02:43:50.921 --> 02:44:04.951 align:start position:0%
soon
so<02:43:51.251><c> I'd</c><02:43:51.371><c> love</c><02:43:51.491><c> to</c><02:44:02.730><c> yeah</c><02:44:03.730><c> so</c><02:44:04.091><c> I'm</c><02:44:04.331><c> hosting</c><02:44:04.811><c> a</c>

02:44:04.951 --> 02:44:04.961 align:start position:0%
so I'd love to yeah so I'm hosting a
 

02:44:04.961 --> 02:44:06.631 align:start position:0%
so I'd love to yeah so I'm hosting a
workshop<02:44:05.110><c> personally</c><02:44:05.650><c> on</c><02:44:05.860><c> that's</c><02:44:06.461><c> called</c>

02:44:06.631 --> 02:44:06.641 align:start position:0%
workshop personally on that's called
 

02:44:06.641 --> 02:44:09.091 align:start position:0%
workshop personally on that's called
beyond<02:44:06.911><c> aus</c><02:44:07.121><c> that's</c><02:44:07.511><c> actually</c><02:44:07.871><c> in</c><02:44:08.051><c> this</c><02:44:08.921><c> is</c>

02:44:09.091 --> 02:44:09.101 align:start position:0%
beyond aus that's actually in this is
 

02:44:09.101 --> 02:44:10.651 align:start position:0%
beyond aus that's actually in this is
like<02:44:09.251><c> what</c><02:44:09.461><c> it's</c><02:44:09.581><c> about</c><02:44:09.641><c> that's</c><02:44:09.940><c> really</c><02:44:10.391><c> great</c>

02:44:10.651 --> 02:44:10.661 align:start position:0%
like what it's about that's really great
 

02:44:10.661 --> 02:44:12.541 align:start position:0%
like what it's about that's really great
that<02:44:10.871><c> this</c><02:44:10.991><c> is</c><02:44:11.110><c> learning</c><02:44:11.381><c> here</c><02:44:11.531><c> in</c><02:44:11.591><c> our</c><02:44:12.221><c> shop</c>

02:44:12.541 --> 02:44:12.551 align:start position:0%
that this is learning here in our shop
 

02:44:12.551 --> 02:44:15.600 align:start position:0%
that this is learning here in our shop
tomorrow<02:44:12.940><c> at</c><02:44:13.421><c> 3:30</c><02:44:13.991><c> where</c><02:44:14.531><c> we're</c><02:44:15.011><c> going</c><02:44:15.131><c> to</c><02:44:15.221><c> be</c>

02:44:15.600 --> 02:44:15.610 align:start position:0%
tomorrow at 3:30 where we're going to be
 

02:44:15.610 --> 02:44:17.310 align:start position:0%
tomorrow at 3:30 where we're going to be
diving<02:44:15.820><c> into</c><02:44:16.211><c> like</c><02:44:16.421><c> doubts</c><02:44:16.661><c> as</c><02:44:16.931><c> a</c><02:44:16.961><c> design</c>

02:44:17.310 --> 02:44:17.320 align:start position:0%
diving into like doubts as a design
 

02:44:17.320 --> 02:44:19.591 align:start position:0%
diving into like doubts as a design
space<02:44:17.501><c> for</c><02:44:17.831><c> experimentation</c><02:44:18.421><c> so</c><02:44:19.421><c> would</c><02:44:19.570><c> love</c>

02:44:19.591 --> 02:44:19.601 align:start position:0%
space for experimentation so would love
 

02:44:19.601 --> 02:44:22.051 align:start position:0%
space for experimentation so would love
to<02:44:19.900><c> have</c><02:44:20.021><c> you</c><02:44:20.110><c> guys</c><02:44:20.141><c> all</c><02:44:20.531><c> here</c><02:44:20.801><c> it's</c><02:44:21.761><c> on</c><02:44:21.911><c> my</c>

02:44:22.051 --> 02:44:22.061 align:start position:0%
to have you guys all here it's on my
 

02:44:22.061 --> 02:44:30.870 align:start position:0%
to have you guys all here it's on my
Twitter<02:44:22.301><c> I've</c><02:44:22.570><c> been</c><02:44:22.931><c> posting</c><02:44:23.711><c> about</c><02:44:23.951><c> it</c>

02:44:30.870 --> 02:44:30.880 align:start position:0%
 
 

02:44:30.880 --> 02:44:33.630 align:start position:0%
 
everyone<02:44:31.930><c> Michael</c><02:44:32.930><c> for</c><02:44:33.080><c> three</c><02:44:33.290><c> bucks</c>

02:44:33.630 --> 02:44:33.640 align:start position:0%
everyone Michael for three bucks
 

02:44:33.640 --> 02:44:35.740 align:start position:0%
everyone Michael for three bucks
four-minute<02:44:34.640><c> lightning</c><02:44:34.970><c> talk</c><02:44:35.149><c> is</c><02:44:35.330><c> too</c><02:44:35.540><c> fast</c>

02:44:35.740 --> 02:44:35.750 align:start position:0%
four-minute lightning talk is too fast
 

02:44:35.750 --> 02:44:38.109 align:start position:0%
four-minute lightning talk is too fast
to<02:44:35.930><c> cover</c><02:44:36.109><c> everything</c><02:44:36.439><c> but</c><02:44:36.920><c> we'll</c><02:44:37.819><c> touch</c><02:44:38.000><c> on</c>

02:44:38.109 --> 02:44:38.119 align:start position:0%
to cover everything but we'll touch on
 

02:44:38.119 --> 02:44:39.969 align:start position:0%
to cover everything but we'll touch on
the<02:44:38.239><c> important</c><02:44:38.600><c> things</c><02:44:38.630><c> cool</c>

02:44:39.969 --> 02:44:39.979 align:start position:0%
the important things cool
 

02:44:39.979 --> 02:44:43.090 align:start position:0%
the important things cool
so<02:44:40.369><c> as</c><02:44:40.850><c> the</c><02:44:41.810><c> ipfs</c><02:44:42.290><c> team</c><02:44:42.470><c> mentioned</c><02:44:42.800><c> three</c>

02:44:43.090 --> 02:44:43.100 align:start position:0%
so as the ipfs team mentioned three
 

02:44:43.100 --> 02:44:45.760 align:start position:0%
so as the ipfs team mentioned three
boxes<02:44:43.460><c> building</c><02:44:44.020><c> identity</c><02:44:45.020><c> and</c><02:44:45.140><c> data</c><02:44:45.260><c> tooling</c>

02:44:45.760 --> 02:44:45.770 align:start position:0%
boxes building identity and data tooling
 

02:44:45.770 --> 02:44:48.070 align:start position:0%
boxes building identity and data tooling
for<02:44:45.800><c> me</c><02:44:46.069><c> to</c><02:44:46.159><c> be</c><02:44:46.279><c> apps</c><02:44:46.460><c> and</c><02:44:46.790><c> really</c><02:44:47.180><c> some</c><02:44:47.930><c> of</c><02:44:47.960><c> the</c>

02:44:48.070 --> 02:44:48.080 align:start position:0%
for me to be apps and really some of the
 

02:44:48.080 --> 02:44:49.450 align:start position:0%
for me to be apps and really some of the
needs<02:44:48.260><c> we</c><02:44:48.439><c> address</c><02:44:48.680><c> in</c><02:44:48.800><c> the</c><02:44:48.859><c> market</c><02:44:49.159><c> were</c><02:44:49.310><c> like</c>

02:44:49.450 --> 02:44:49.460 align:start position:0%
needs we address in the market were like
 

02:44:49.460 --> 02:44:52.599 align:start position:0%
needs we address in the market were like
how<02:44:50.149><c> do</c><02:44:50.210><c> we</c><02:44:50.479><c> bring</c><02:44:50.779><c> p2p</c><02:44:51.770><c> systems</c><02:44:52.220><c> to</c>

02:44:52.599 --> 02:44:52.609 align:start position:0%
how do we bring p2p systems to
 

02:44:52.609 --> 02:44:54.760 align:start position:0%
how do we bring p2p systems to
blockchain<02:44:53.479><c> users</c><02:44:53.840><c> and</c><02:44:53.989><c> developers</c><02:44:54.170><c> and</c><02:44:54.619><c> let</c>

02:44:54.760 --> 02:44:54.770 align:start position:0%
blockchain users and developers and let
 

02:44:54.770 --> 02:44:56.469 align:start position:0%
blockchain users and developers and let
them<02:44:55.010><c> together</c><02:44:55.609><c> to</c><02:44:55.939><c> create</c><02:44:55.970><c> a</c><02:44:56.239><c> better</c>

02:44:56.469 --> 02:44:56.479 align:start position:0%
them together to create a better
 

02:44:56.479 --> 02:44:59.889 align:start position:0%
them together to create a better
application<02:44:57.580><c> I'll</c><02:44:58.580><c> skip</c><02:44:58.850><c> this</c><02:44:59.029><c> and</c><02:44:59.449><c> so</c><02:44:59.659><c> yeah</c>

02:44:59.889 --> 02:44:59.899 align:start position:0%
application I'll skip this and so yeah
 

02:44:59.899 --> 02:45:01.599 align:start position:0%
application I'll skip this and so yeah
we've<02:45:00.319><c> built</c><02:45:00.529><c> a</c><02:45:00.649><c> framework</c><02:45:00.890><c> and</c><02:45:01.310><c> really</c><02:45:01.520><c> at</c>

02:45:01.599 --> 02:45:01.609 align:start position:0%
we've built a framework and really at
 

02:45:01.609 --> 02:45:04.269 align:start position:0%
we've built a framework and really at
the<02:45:01.699><c> core</c><02:45:01.880><c> of</c><02:45:01.939><c> three</c><02:45:02.210><c> boxes</c><02:45:02.859><c> and</c><02:45:03.859><c> identity</c>

02:45:04.269 --> 02:45:04.279 align:start position:0%
the core of three boxes and identity
 

02:45:04.279 --> 02:45:07.179 align:start position:0%
the core of three boxes and identity
protocol<02:45:04.729><c> and</c><02:45:05.720><c> developer</c><02:45:06.260><c> tool</c><02:45:06.439><c> so</c><02:45:06.859><c> these</c><02:45:06.979><c> two</c>

02:45:07.179 --> 02:45:07.189 align:start position:0%
protocol and developer tool so these two
 

02:45:07.189 --> 02:45:09.280 align:start position:0%
protocol and developer tool so these two
components<02:45:07.489><c> together</c><02:45:07.790><c> allow</c><02:45:08.330><c> us</c><02:45:08.840><c> to</c><02:45:08.989><c> connect</c>

02:45:09.280 --> 02:45:09.290 align:start position:0%
components together allow us to connect
 

02:45:09.290 --> 02:45:11.559 align:start position:0%
components together allow us to connect
to<02:45:09.380><c> my</c><02:45:09.800><c> PFS</c><02:45:09.949><c> storage</c><02:45:10.580><c> that</c><02:45:10.850><c> lives</c><02:45:11.029><c> on</c><02:45:11.149><c> top</c><02:45:11.300><c> of</c>

02:45:11.559 --> 02:45:11.569 align:start position:0%
to my PFS storage that lives on top of
 

02:45:11.569 --> 02:45:14.710 align:start position:0%
to my PFS storage that lives on top of
or<02:45:12.260><c> below</c><02:45:12.560><c> distributed</c><02:45:13.310><c> databases</c><02:45:13.729><c> and</c>

02:45:14.710 --> 02:45:14.720 align:start position:0%
or below distributed databases and
 

02:45:14.720 --> 02:45:16.179 align:start position:0%
or below distributed databases and
connect<02:45:14.989><c> those</c><02:45:15.109><c> to</c><02:45:15.409><c> the</c><02:45:15.560><c> clock</c><02:45:15.770><c> Jimmy</c><02:45:16.040><c> Mullins</c>

02:45:16.179 --> 02:45:16.189 align:start position:0%
connect those to the clock Jimmy Mullins
 

02:45:16.189 --> 02:45:18.820 align:start position:0%
connect those to the clock Jimmy Mullins
and<02:45:16.670><c> so</c><02:45:16.970><c> really</c><02:45:17.810><c> we</c><02:45:18.170><c> looked</c><02:45:18.380><c> up</c><02:45:18.470><c> the</c><02:45:18.500><c> needs</c><02:45:18.739><c> of</c>

02:45:18.820 --> 02:45:18.830 align:start position:0%
and so really we looked up the needs of
 

02:45:18.830 --> 02:45:21.460 align:start position:0%
and so really we looked up the needs of
DAP<02:45:19.040><c> devs</c><02:45:19.340><c> to</c><02:45:19.520><c> start</c><02:45:19.729><c> building</c><02:45:20.109><c> and</c><02:45:21.109><c> people</c>

02:45:21.460 --> 02:45:21.470 align:start position:0%
DAP devs to start building and people
 

02:45:21.470 --> 02:45:23.979 align:start position:0%
DAP devs to start building and people
really<02:45:21.939><c> that</c><02:45:22.939><c> want</c><02:45:23.180><c> to</c><02:45:23.239><c> implement</c><02:45:23.569><c> a</c><02:45:23.630><c> service</c>

02:45:23.979 --> 02:45:23.989 align:start position:0%
really that want to implement a service
 

02:45:23.989 --> 02:45:26.679 align:start position:0%
really that want to implement a service
p2p<02:45:24.319><c> architecture</c><02:45:24.949><c> really</c><02:45:25.880><c> also</c><02:45:26.330><c> just</c><02:45:26.540><c> want</c>

02:45:26.679 --> 02:45:26.689 align:start position:0%
p2p architecture really also just want
 

02:45:26.689 --> 02:45:28.780 align:start position:0%
p2p architecture really also just want
to<02:45:26.750><c> build</c><02:45:26.930><c> useful</c><02:45:27.140><c> engaging</c><02:45:27.680><c> apps</c><02:45:27.979><c> because</c>

02:45:28.780 --> 02:45:28.790 align:start position:0%
to build useful engaging apps because
 

02:45:28.790 --> 02:45:31.389 align:start position:0%
to build useful engaging apps because
they<02:45:28.880><c> still</c><02:45:29.090><c> need</c><02:45:29.239><c> users</c><02:45:29.600><c> and</c><02:45:30.050><c> so</c><02:45:30.649><c> on</c><02:45:31.220><c> the</c>

02:45:31.389 --> 02:45:31.399 align:start position:0%
they still need users and so on the
 

02:45:31.399 --> 02:45:33.189 align:start position:0%
they still need users and so on the
other<02:45:31.520><c> side</c><02:45:31.760><c> of</c><02:45:31.909><c> that</c><02:45:32.029><c> looking</c><02:45:32.810><c> at</c><02:45:32.960><c> the</c><02:45:33.050><c> needs</c>

02:45:33.189 --> 02:45:33.199 align:start position:0%
other side of that looking at the needs
 

02:45:33.199 --> 02:45:34.540 align:start position:0%
other side of that looking at the needs
of<02:45:33.290><c> users</c><02:45:33.500><c> they</c><02:45:33.830><c> really</c><02:45:34.040><c> don't</c><02:45:34.130><c> care</c><02:45:34.399><c> about</c>

02:45:34.540 --> 02:45:34.550 align:start position:0%
of users they really don't care about
 

02:45:34.550 --> 02:45:37.479 align:start position:0%
of users they really don't care about
the<02:45:34.790><c> tech</c><02:45:35.350><c> just</c><02:45:36.350><c> sort</c><02:45:36.560><c> of</c><02:45:36.619><c> what</c><02:45:37.069><c> they</c><02:45:37.189><c> can</c><02:45:37.250><c> do</c>

02:45:37.479 --> 02:45:37.489 align:start position:0%
the tech just sort of what they can do
 

02:45:37.489 --> 02:45:40.740 align:start position:0%
the tech just sort of what they can do
with<02:45:37.609><c> it</c><02:45:37.729><c> and</c><02:45:37.909><c> so</c><02:45:39.100><c> we</c><02:45:40.100><c> built</c><02:45:40.340><c> this</c><02:45:40.430><c> framework</c>

02:45:40.740 --> 02:45:40.750 align:start position:0%
with it and so we built this framework
 

02:45:40.750 --> 02:45:43.059 align:start position:0%
with it and so we built this framework
but<02:45:41.750><c> more</c><02:45:42.199><c> importantly</c><02:45:42.590><c> let's</c><02:45:42.830><c> talk</c><02:45:42.949><c> about</c>

02:45:43.059 --> 02:45:43.069 align:start position:0%
but more importantly let's talk about
 

02:45:43.069 --> 02:45:45.460 align:start position:0%
but more importantly let's talk about
this<02:45:43.310><c> cool</c><02:45:44.149><c> so</c><02:45:44.300><c> the</c><02:45:44.420><c> decentralized</c><02:45:45.020><c> identity</c>

02:45:45.460 --> 02:45:45.470 align:start position:0%
this cool so the decentralized identity
 

02:45:45.470 --> 02:45:47.950 align:start position:0%
this cool so the decentralized identity
stack<02:45:45.850><c> really</c><02:45:46.850><c> what</c><02:45:47.090><c> we</c><02:45:47.210><c> wanted</c><02:45:47.449><c> to</c><02:45:47.569><c> do</c><02:45:47.750><c> is</c>

02:45:47.950 --> 02:45:47.960 align:start position:0%
stack really what we wanted to do is
 

02:45:47.960 --> 02:45:50.170 align:start position:0%
stack really what we wanted to do is
utilize<02:45:48.350><c> the</c><02:45:48.800><c> existing</c><02:45:49.100><c> wallets</c><02:45:49.819><c> that</c><02:45:49.939><c> people</c>

02:45:50.170 --> 02:45:50.180 align:start position:0%
utilize the existing wallets that people
 

02:45:50.180 --> 02:45:51.790 align:start position:0%
utilize the existing wallets that people
already<02:45:50.390><c> have</c><02:45:50.720><c> it's</c><02:45:51.170><c> like</c><02:45:51.229><c> if</c><02:45:51.409><c> you</c><02:45:51.470><c> have</c><02:45:51.590><c> meta</c>

02:45:51.790 --> 02:45:51.800 align:start position:0%
already have it's like if you have meta
 

02:45:51.800 --> 02:45:53.011 align:start position:0%
already have it's like if you have meta
master

02:45:53.011 --> 02:45:53.021 align:start position:0%
master
 

02:45:53.021 --> 02:45:56.280 align:start position:0%
master
wallets<02:45:53.620><c> how</c><02:45:54.490><c> can</c><02:45:54.700><c> we</c><02:45:54.820><c> let</c><02:45:55.000><c> those</c><02:45:55.240><c> connect</c><02:45:56.170><c> it</c>

02:45:56.280 --> 02:45:56.290 align:start position:0%
wallets how can we let those connect it
 

02:45:56.290 --> 02:45:58.290 align:start position:0%
wallets how can we let those connect it
to<02:45:56.440><c> a</c><02:45:56.471><c> control</c><02:45:56.860><c> user</c><02:45:57.160><c> data</c><02:45:57.400><c> that's</c><02:45:57.760><c> stored</c><02:45:57.851><c> on</c>

02:45:58.290 --> 02:45:58.300 align:start position:0%
to a control user data that's stored on
 

02:45:58.300 --> 02:46:00.240 align:start position:0%
to a control user data that's stored on
the<02:45:58.450><c> distributed</c><02:45:58.900><c> weapon</c><02:45:59.200><c> so</c><02:45:59.410><c> our</c><02:46:00.010><c> first</c>

02:46:00.240 --> 02:46:00.250 align:start position:0%
the distributed weapon so our first
 

02:46:00.250 --> 02:46:02.160 align:start position:0%
the distributed weapon so our first
implementation<02:46:00.521><c> is</c><02:46:01.061><c> or</c><02:46:01.690><c> meant</c><02:46:01.900><c> to</c><02:46:02.021><c> be</c>

02:46:02.160 --> 02:46:02.170 align:start position:0%
implementation is or meant to be
 

02:46:02.170 --> 02:46:05.430 align:start position:0%
implementation is or meant to be
instances<02:46:02.710><c> that</c><02:46:03.130><c> are</c><02:46:03.190><c> manifest</c><02:46:03.990><c> but</c><02:46:04.990><c> really</c>

02:46:05.430 --> 02:46:05.440 align:start position:0%
instances that are manifest but really
 

02:46:05.440 --> 02:46:07.620 align:start position:0%
instances that are manifest but really
we<02:46:05.771><c> can</c><02:46:05.891><c> abstract</c><02:46:06.250><c> these</c><02:46:06.580><c> and</c><02:46:06.820><c> sort</c><02:46:06.910><c> of</c><02:46:07.030><c> let</c>

02:46:07.620 --> 02:46:07.630 align:start position:0%
we can abstract these and sort of let
 

02:46:07.630 --> 02:46:09.511 align:start position:0%
we can abstract these and sort of let
users<02:46:07.900><c> control</c><02:46:08.351><c> and</c><02:46:08.561><c> connect</c><02:46:08.830><c> to</c><02:46:08.891><c> many</c>

02:46:09.511 --> 02:46:09.521 align:start position:0%
users control and connect to many
 

02:46:09.521 --> 02:46:11.100 align:start position:0%
users control and connect to many
different<02:46:09.670><c> databases</c><02:46:10.240><c> that</c><02:46:10.420><c> are</c><02:46:10.480><c> sort</c><02:46:10.840><c> of</c><02:46:10.900><c> on</c>

02:46:11.100 --> 02:46:11.110 align:start position:0%
different databases that are sort of on
 

02:46:11.110 --> 02:46:13.440 align:start position:0%
different databases that are sort of on
different<02:46:11.500><c> storage</c><02:46:11.740><c> systems</c><02:46:12.221><c> and</c><02:46:12.880><c> so</c><02:46:13.030><c> here</c><02:46:13.271><c> we</c>

02:46:13.440 --> 02:46:13.450 align:start position:0%
different storage systems and so here we
 

02:46:13.450 --> 02:46:16.680 align:start position:0%
different storage systems and so here we
design<02:46:13.750><c> this</c><02:46:13.900><c> protocol</c><02:46:14.351><c> 3</c><02:46:14.860><c> ID</c><02:46:15.330><c> which</c><02:46:16.330><c> really</c>

02:46:16.680 --> 02:46:16.690 align:start position:0%
design this protocol 3 ID which really
 

02:46:16.690 --> 02:46:18.870 align:start position:0%
design this protocol 3 ID which really
an<02:46:17.110><c> enable</c><02:46:17.710><c> system</c><02:46:18.101><c> so</c><02:46:18.221><c> it's</c><02:46:18.370><c> like</c><02:46:18.490><c> an</c><02:46:18.580><c> access</c>

02:46:18.870 --> 02:46:18.880 align:start position:0%
an enable system so it's like an access
 

02:46:18.880 --> 02:46:20.700 align:start position:0%
an enable system so it's like an access
control<02:46:19.090><c> encryption</c><02:46:19.900><c> data</c><02:46:20.230><c> authentication</c>

02:46:20.700 --> 02:46:20.710 align:start position:0%
control encryption data authentication
 

02:46:20.710 --> 02:46:23.250 align:start position:0%
control encryption data authentication
protocol<02:46:21.460><c> that</c><02:46:22.000><c> allows</c><02:46:22.150><c> many</c><02:46:22.780><c> different</c>

02:46:23.250 --> 02:46:23.260 align:start position:0%
protocol that allows many different
 

02:46:23.260 --> 02:46:26.220 align:start position:0%
protocol that allows many different
accounts<02:46:24.190><c> and</c><02:46:24.280><c> keys</c><02:46:24.550><c> to</c><02:46:24.971><c> connect</c><02:46:25.840><c> to</c><02:46:25.990><c> the</c><02:46:26.080><c> same</c>

02:46:26.220 --> 02:46:26.230 align:start position:0%
accounts and keys to connect to the same
 

02:46:26.230 --> 02:46:29.100 align:start position:0%
accounts and keys to connect to the same
ID<02:46:26.471><c> which</c><02:46:27.370><c> is</c><02:46:27.610><c> actually</c><02:46:28.240><c> what</c><02:46:28.450><c> authorizes</c>

02:46:29.100 --> 02:46:29.110 align:start position:0%
ID which is actually what authorizes
 

02:46:29.110 --> 02:46:32.220 align:start position:0%
ID which is actually what authorizes
data<02:46:29.380><c> on</c><02:46:29.620><c> the</c><02:46:29.860><c> systems</c><02:46:30.721><c> and</c><02:46:31.721><c> so</c><02:46:31.900><c> all</c><02:46:32.080><c> the</c><02:46:32.200><c> other</c>

02:46:32.220 --> 02:46:32.230 align:start position:0%
data on the systems and so all the other
 

02:46:32.230 --> 02:46:35.220 align:start position:0%
data on the systems and so all the other
stuff<02:46:32.530><c> we've</c><02:46:32.710><c> built</c><02:46:33.010><c> we</c><02:46:33.221><c> have</c><02:46:33.340><c> SDKs</c><02:46:34.090><c> so</c><02:46:34.840><c> if</c>

02:46:35.220 --> 02:46:35.230 align:start position:0%
stuff we've built we have SDKs so if
 

02:46:35.230 --> 02:46:36.990 align:start position:0%
stuff we've built we have SDKs so if
you're<02:46:35.410><c> an</c><02:46:35.500><c> app</c><02:46:35.620><c> developer</c><02:46:35.650><c> you</c><02:46:36.460><c> can</c><02:46:36.730><c> use</c><02:46:36.851><c> the</c>

02:46:36.990 --> 02:46:37.000 align:start position:0%
you're an app developer you can use the
 

02:46:37.000 --> 02:46:40.200 align:start position:0%
you're an app developer you can use the
Box<02:46:37.240><c> SDK</c><02:46:37.780><c> to</c><02:46:38.500><c> do</c><02:46:38.650><c> all</c><02:46:38.891><c> these</c><02:46:39.190><c> things</c><02:46:39.250><c> so</c><02:46:39.971><c> it</c>

02:46:40.200 --> 02:46:40.210 align:start position:0%
Box SDK to do all these things so it
 

02:46:40.210 --> 02:46:42.750 align:start position:0%
Box SDK to do all these things so it
makes<02:46:40.391><c> identity</c><02:46:40.931><c> easy</c><02:46:41.170><c> authentication</c><02:46:41.760><c> user</c>

02:46:42.750 --> 02:46:42.760 align:start position:0%
makes identity easy authentication user
 

02:46:42.760 --> 02:46:45.140 align:start position:0%
makes identity easy authentication user
profiles<02:46:43.330><c> for</c><02:46:43.630><c> social</c><02:46:44.050><c> interactions</c>

02:46:45.140 --> 02:46:45.150 align:start position:0%
profiles for social interactions
 

02:46:45.150 --> 02:46:47.761 align:start position:0%
profiles for social interactions
generalized<02:46:46.150><c> storage</c><02:46:46.601><c> for</c><02:46:46.900><c> our</c><02:46:47.050><c> content</c>

02:46:47.761 --> 02:46:47.771 align:start position:0%
generalized storage for our content
 

02:46:47.771 --> 02:46:52.261 align:start position:0%
generalized storage for our content
specific<02:46:48.160><c> data</c><02:46:48.370><c> and</c><02:46:49.740><c> messaging</c><02:46:50.740><c> and</c><02:46:51.090><c> to</c><02:46:52.090><c> make</c>

02:46:52.261 --> 02:46:52.271 align:start position:0%
specific data and messaging and to make
 

02:46:52.271 --> 02:46:55.440 align:start position:0%
specific data and messaging and to make
it<02:46:52.300><c> even</c><02:46:52.570><c> easier</c><02:46:52.891><c> if</c><02:46:53.891><c> you're</c><02:46:54.101><c> lazy</c><02:46:54.311><c> we</c><02:46:54.910><c> have</c><02:46:55.150><c> a</c>

02:46:55.440 --> 02:46:55.450 align:start position:0%
it even easier if you're lazy we have a
 

02:46:55.450 --> 02:46:57.270 align:start position:0%
it even easier if you're lazy we have a
hub<02:46:55.960><c> which</c><02:46:56.230><c> is</c><02:46:56.351><c> already</c><02:46:56.561><c> an</c><02:46:56.891><c> out-of-the-box</c>

02:46:57.270 --> 02:46:57.280 align:start position:0%
hub which is already an out-of-the-box
 

02:46:57.280 --> 02:46:59.730 align:start position:0%
hub which is already an out-of-the-box
profile<02:46:57.790><c> application</c><02:46:58.410><c> profile</c><02:46:59.410><c> numbers</c>

02:46:59.730 --> 02:46:59.740 align:start position:0%
profile application profile numbers
 

02:46:59.740 --> 02:47:01.470 align:start position:0%
profile application profile numbers
which<02:46:59.950><c> is</c><02:47:00.040><c> a</c><02:47:00.101><c> drop</c><02:47:00.311><c> in</c><02:47:00.340><c> component</c><02:47:01.030><c> that</c><02:47:01.210><c> is</c>

02:47:01.470 --> 02:47:01.480 align:start position:0%
which is a drop in component that is
 

02:47:01.480 --> 02:47:02.820 align:start position:0%
which is a drop in component that is
like<02:47:01.690><c> Twitter</c><02:47:01.960><c> when</c><02:47:02.141><c> you</c><02:47:02.230><c> hover</c><02:47:02.351><c> over</c><02:47:02.471><c> name</c>

02:47:02.820 --> 02:47:02.830 align:start position:0%
like Twitter when you hover over name
 

02:47:02.830 --> 02:47:04.520 align:start position:0%
like Twitter when you hover over name
you<02:47:03.190><c> get</c><02:47:03.311><c> the</c><02:47:03.400><c> social</c><02:47:03.730><c> profile</c><02:47:04.061><c> and</c><02:47:04.240><c> vote</c>

02:47:04.520 --> 02:47:04.530 align:start position:0%
you get the social profile and vote
 

02:47:04.530 --> 02:47:06.841 align:start position:0%
you get the social profile and vote
comments<02:47:05.530><c> rejecting</c><02:47:05.920><c> demo</c><02:47:06.280><c> was</c><02:47:06.610><c> just</c><02:47:06.760><c> the</c>

02:47:06.841 --> 02:47:06.851 align:start position:0%
comments rejecting demo was just the
 

02:47:06.851 --> 02:47:08.580 align:start position:0%
comments rejecting demo was just the
commenting<02:47:07.360><c> plugin</c><02:47:07.721><c> kind</c><02:47:07.960><c> of</c><02:47:08.021><c> like</c><02:47:08.141><c> discussed</c>

02:47:08.580 --> 02:47:08.590 align:start position:0%
commenting plugin kind of like discussed
 

02:47:08.590 --> 02:47:11.250 align:start position:0%
commenting plugin kind of like discussed
but<02:47:09.070><c> built</c><02:47:09.311><c> on</c><02:47:09.460><c> the</c><02:47:09.580><c> sentiment</c><02:47:09.971><c> systems</c><02:47:10.360><c> and</c>

02:47:11.250 --> 02:47:11.260 align:start position:0%
but built on the sentiment systems and
 

02:47:11.260 --> 02:47:13.200 align:start position:0%
but built on the sentiment systems and
chat<02:47:11.530><c> box</c><02:47:11.771><c> there's</c><02:47:12.010><c> a</c><02:47:12.130><c> little</c><02:47:12.400><c> tool</c><02:47:12.610><c> box</c><02:47:12.880><c> for</c>

02:47:13.200 --> 02:47:13.210 align:start position:0%
chat box there's a little tool box for
 

02:47:13.210 --> 02:47:15.450 align:start position:0%
chat box there's a little tool box for
the<02:47:13.271><c> corner</c><02:47:13.590><c> and</c><02:47:14.590><c> identity</c><02:47:15.101><c> wallet</c><02:47:15.370><c> is</c>

02:47:15.450 --> 02:47:15.460 align:start position:0%
the corner and identity wallet is
 

02:47:15.460 --> 02:47:16.650 align:start position:0%
the corner and identity wallet is
actually<02:47:15.790><c> what</c><02:47:15.940><c> wallet</c><02:47:16.210><c> developers</c>

02:47:16.650 --> 02:47:16.660 align:start position:0%
actually what wallet developers
 

02:47:16.660 --> 02:47:18.961 align:start position:0%
actually what wallet developers
implement<02:47:16.840><c> to</c><02:47:17.681><c> add</c><02:47:17.860><c> three</c><02:47:18.160><c> ID</c><02:47:18.340><c> to</c><02:47:18.851><c> their</c>

02:47:18.961 --> 02:47:18.971 align:start position:0%
implement to add three ID to their
 

02:47:18.971 --> 02:47:20.280 align:start position:0%
implement to add three ID to their
system<02:47:19.391><c> and</c><02:47:19.570><c> kind</c><02:47:19.660><c> of</c><02:47:19.750><c> like</c><02:47:19.870><c> ties</c><02:47:20.080><c> it</c><02:47:20.230><c> all</c>

02:47:20.280 --> 02:47:20.290 align:start position:0%
system and kind of like ties it all
 

02:47:20.290 --> 02:47:22.910 align:start position:0%
system and kind of like ties it all
together<02:47:20.971><c> we</c><02:47:21.971><c> just</c><02:47:22.000><c> talked</c><02:47:22.271><c> about</c><02:47:22.300><c> this</c>

02:47:22.910 --> 02:47:22.920 align:start position:0%
together we just talked about this
 

02:47:22.920 --> 02:47:25.350 align:start position:0%
together we just talked about this
agenda<02:47:23.920><c> new</c><02:47:24.101><c> all</c><02:47:24.221><c> SDKs</c><02:47:24.700><c> like</c><02:47:24.910><c> why</c><02:47:25.090><c> would</c><02:47:25.330><c> you</c>

02:47:25.350 --> 02:47:25.360 align:start position:0%
agenda new all SDKs like why would you
 

02:47:25.360 --> 02:47:27.450 align:start position:0%
agenda new all SDKs like why would you
do<02:47:25.630><c> this</c><02:47:25.660><c> this</c><02:47:26.530><c> is</c><02:47:26.650><c> actually</c><02:47:26.920><c> what</c><02:47:27.010><c> implements</c>

02:47:27.450 --> 02:47:27.460 align:start position:0%
do this this is actually what implements
 

02:47:27.460 --> 02:47:30.150 align:start position:0%
do this this is actually what implements
three<02:47:27.641><c> ID</c><02:47:27.820><c> kind</c><02:47:28.601><c> of</c><02:47:28.660><c> like</c><02:47:28.840><c> web</c><02:47:29.710><c> through</c><02:47:29.920><c> junior</c>

02:47:30.150 --> 02:47:30.160 align:start position:0%
three ID kind of like web through junior
 

02:47:30.160 --> 02:47:32.131 align:start position:0%
three ID kind of like web through junior
ethers<02:47:30.550><c> dance</c><02:47:30.790><c> does</c><02:47:31.120><c> for</c><02:47:31.480><c> the</c><02:47:31.750><c> etherium</c>

02:47:32.131 --> 02:47:32.141 align:start position:0%
ethers dance does for the etherium
 

02:47:32.141 --> 02:47:34.500 align:start position:0%
ethers dance does for the etherium
protocol<02:47:32.590><c> identity</c><02:47:33.400><c> wallet</c><02:47:33.670><c> does</c><02:47:33.940><c> for</c><02:47:34.271><c> three</c>

02:47:34.500 --> 02:47:34.510 align:start position:0%
protocol identity wallet does for three
 

02:47:34.510 --> 02:47:37.110 align:start position:0%
protocol identity wallet does for three
ID<02:47:34.660><c> so</c><02:47:35.290><c> it</c><02:47:35.320><c> sort</c><02:47:35.590><c> of</c><02:47:35.650><c> works</c><02:47:35.860><c> the</c><02:47:36.010><c> same</c><02:47:36.160><c> way</c>

02:47:37.110 --> 02:47:37.120 align:start position:0%
ID so it sort of works the same way
 

02:47:37.120 --> 02:47:38.091 align:start position:0%
ID so it sort of works the same way
it's

02:47:38.091 --> 02:47:38.101 align:start position:0%
it's
 

02:47:38.101 --> 02:47:41.060 align:start position:0%
it's
with<02:47:38.670><c> existing</c><02:47:38.940><c> keys</c><02:47:39.590><c> it</c><02:47:40.590><c> works</c><02:47:40.830><c> in</c><02:47:41.040><c> different</c>

02:47:41.060 --> 02:47:41.070 align:start position:0%
with existing keys it works in different
 

02:47:41.070 --> 02:47:43.990 align:start position:0%
with existing keys it works in different
contexts<02:47:41.880><c> react</c><02:47:42.181><c> native</c><02:47:42.360><c> nodejs</c>

02:47:43.990 --> 02:47:44.000 align:start position:0%
contexts react native nodejs
 

02:47:44.000 --> 02:47:46.341 align:start position:0%
contexts react native nodejs
can<02:47:45.000><c> support</c><02:47:45.240><c> different</c><02:47:45.450><c> transports</c><02:47:46.110><c> between</c>

02:47:46.341 --> 02:47:46.351 align:start position:0%
can support different transports between
 

02:47:46.351 --> 02:47:48.020 align:start position:0%
can support different transports between
wallets<02:47:46.681><c> and</c><02:47:46.771><c> apps</c><02:47:46.950><c> like</c><02:47:47.190><c> wallet</c><02:47:47.460><c> connect</c><02:47:47.761><c> or</c>

02:47:48.020 --> 02:47:48.030 align:start position:0%
wallets and apps like wallet connect or
 

02:47:48.030 --> 02:47:51.261 align:start position:0%
wallets and apps like wallet connect or
directly<02:47:48.330><c> in</c><02:47:48.450><c> the</c><02:47:48.511><c> browser</c><02:47:49.641><c> yeah</c><02:47:50.670><c> and</c><02:47:50.910><c> it's</c>

02:47:51.261 --> 02:47:51.271 align:start position:0%
directly in the browser yeah and it's
 

02:47:51.271 --> 02:47:54.711 align:start position:0%
directly in the browser yeah and it's
more<02:47:51.450><c> secure</c><02:47:51.811><c> for</c><02:47:52.051><c> signing</c><02:47:52.410><c> keys</c><02:47:52.700><c> cool</c><02:47:53.721><c> so</c>

02:47:54.711 --> 02:47:54.721 align:start position:0%
more secure for signing keys cool so
 

02:47:54.721 --> 02:47:55.881 align:start position:0%
more secure for signing keys cool so
here's<02:47:54.900><c> how</c><02:47:55.021><c> you</c><02:47:55.080><c> can</c><02:47:55.200><c> build</c><02:47:55.290><c> app</c><02:47:55.530><c> so</c><02:47:55.681><c> three</c>

02:47:55.881 --> 02:47:55.891 align:start position:0%
here's how you can build app so three
 

02:47:55.891 --> 02:47:56.930 align:start position:0%
here's how you can build app so three
locks<02:47:56.101><c> there's</c><02:47:56.280><c> really</c><02:47:56.400><c> like</c><02:47:56.610><c> three</c>

02:47:56.930 --> 02:47:56.940 align:start position:0%
locks there's really like three
 

02:47:56.940 --> 02:47:59.240 align:start position:0%
locks there's really like three
different<02:47:57.271><c> models</c><02:47:57.420><c> so</c><02:47:58.351><c> if</c><02:47:58.740><c> your</c><02:47:58.860><c> app</c><02:47:59.011><c> has</c><02:47:59.040><c> a</c>

02:47:59.240 --> 02:47:59.250 align:start position:0%
different models so if your app has a
 

02:47:59.250 --> 02:48:00.110 align:start position:0%
different models so if your app has a
built-in<02:47:59.670><c> wallet</c>

02:48:00.110 --> 02:48:00.120 align:start position:0%
built-in wallet
 

02:48:00.120 --> 02:48:01.850 align:start position:0%
built-in wallet
so<02:48:00.420><c> it's</c><02:48:00.601><c> either</c><02:48:00.780><c> self-contained</c><02:48:01.380><c> mobile</c><02:48:01.650><c> app</c>

02:48:01.850 --> 02:48:01.860 align:start position:0%
so it's either self-contained mobile app
 

02:48:01.860 --> 02:48:04.671 align:start position:0%
so it's either self-contained mobile app
or<02:48:02.601><c> if</c><02:48:03.601><c> you're</c><02:48:03.840><c> obviously</c><02:48:03.931><c> posting</c><02:48:04.440><c> it</c><02:48:04.530><c> for</c>

02:48:04.671 --> 02:48:04.681 align:start position:0%
or if you're obviously posting it for
 

02:48:04.681 --> 02:48:05.961 align:start position:0%
or if you're obviously posting it for
your<02:48:04.771><c> users</c><02:48:05.070><c> you</c><02:48:05.250><c> can</c><02:48:05.370><c> do</c><02:48:05.490><c> something</c><02:48:05.820><c> like</c>

02:48:05.961 --> 02:48:05.971 align:start position:0%
your users you can do something like
 

02:48:05.971 --> 02:48:08.631 align:start position:0%
your users you can do something like
this<02:48:06.290><c> where</c><02:48:07.290><c> you</c><02:48:07.471><c> implement</c><02:48:07.920><c> identity</c><02:48:08.400><c> wallet</c>

02:48:08.631 --> 02:48:08.641 align:start position:0%
this where you implement identity wallet
 

02:48:08.641 --> 02:48:11.150 align:start position:0%
this where you implement identity wallet
and<02:48:08.761><c> three</c><02:48:09.061><c> March</c><02:48:09.271><c> to</c><02:48:09.450><c> s</c><02:48:09.590><c> if</c><02:48:10.590><c> it</c><02:48:10.740><c> runs</c><02:48:10.920><c> in</c><02:48:11.101><c> a</c>

02:48:11.150 --> 02:48:11.160 align:start position:0%
and three March to s if it runs in a
 

02:48:11.160 --> 02:48:13.400 align:start position:0%
and three March to s if it runs in a
browser<02:48:11.280><c> and</c><02:48:11.820><c> the</c><02:48:12.420><c> browser</c><02:48:12.450><c> is</c><02:48:12.870><c> facilitating</c>

02:48:13.400 --> 02:48:13.410 align:start position:0%
browser and the browser is facilitating
 

02:48:13.410 --> 02:48:14.961 align:start position:0%
browser and the browser is facilitating
the<02:48:13.471><c> communication</c><02:48:13.620><c> such</c><02:48:14.280><c> as</c><02:48:14.311><c> they</c><02:48:14.610><c> can</c><02:48:14.790><c> meta</c>

02:48:14.961 --> 02:48:14.971 align:start position:0%
the communication such as they can meta
 

02:48:14.971 --> 02:48:17.421 align:start position:0%
the communication such as they can meta
mask<02:48:15.240><c> it's</c><02:48:16.230><c> also</c><02:48:16.351><c> running</c><02:48:16.650><c> that</c><02:48:16.891><c> meta</c><02:48:17.221><c> mask</c>

02:48:17.421 --> 02:48:17.431 align:start position:0%
mask it's also running that meta mask
 

02:48:17.431 --> 02:48:19.761 align:start position:0%
mask it's also running that meta mask
would<02:48:17.610><c> implement</c><02:48:17.880><c> any</c><02:48:18.330><c> wallet</c><02:48:18.511><c> SDK</c><02:48:18.990><c> you</c><02:48:19.620><c> would</c>

02:48:19.761 --> 02:48:19.771 align:start position:0%
would implement any wallet SDK you would
 

02:48:19.771 --> 02:48:21.830 align:start position:0%
would implement any wallet SDK you would
pass<02:48:19.950><c> the</c><02:48:20.160><c> provider</c><02:48:20.551><c> to</c><02:48:21.330><c> the</c><02:48:21.360><c> app</c><02:48:21.601><c> that's</c>

02:48:21.830 --> 02:48:21.840 align:start position:0%
pass the provider to the app that's
 

02:48:21.840 --> 02:48:25.160 align:start position:0%
pass the provider to the app that's
integrated<02:48:22.500><c> with</c><02:48:22.650><c> free</c><02:48:22.980><c> box</c><02:48:23.190><c> tasks</c><02:48:23.790><c> and</c><02:48:24.750><c> also</c>

02:48:25.160 --> 02:48:25.170 align:start position:0%
integrated with free box tasks and also
 

02:48:25.170 --> 02:48:27.110 align:start position:0%
integrated with free box tasks and also
external<02:48:25.891><c> wallet</c><02:48:26.190><c> so</c><02:48:26.370><c> this</c><02:48:26.521><c> is</c><02:48:26.641><c> like</c><02:48:26.790><c> a</c><02:48:26.820><c> mobile</c>

02:48:27.110 --> 02:48:27.120 align:start position:0%
external wallet so this is like a mobile
 

02:48:27.120 --> 02:48:28.970 align:start position:0%
external wallet so this is like a mobile
wallet<02:48:27.450><c> that</c><02:48:28.080><c> uses</c><02:48:28.351><c> wallet</c><02:48:28.620><c> and</c><02:48:28.771><c> I'm</c><02:48:28.860><c> sure</c>

02:48:28.970 --> 02:48:28.980 align:start position:0%
wallet that uses wallet and I'm sure
 

02:48:28.980 --> 02:48:30.501 align:start position:0%
wallet that uses wallet and I'm sure
some<02:48:29.160><c> other</c><02:48:29.311><c> transport</c><02:48:29.940><c> to</c><02:48:30.090><c> connect</c><02:48:30.330><c> to</c><02:48:30.450><c> an</c>

02:48:30.501 --> 02:48:30.511 align:start position:0%
some other transport to connect to an
 

02:48:30.511 --> 02:48:33.291 align:start position:0%
some other transport to connect to an
application<02:48:31.610><c> yeah</c><02:48:32.610><c> here's</c><02:48:32.910><c> some</c><02:48:32.971><c> plugins</c>

02:48:33.291 --> 02:48:33.301 align:start position:0%
application yeah here's some plugins
 

02:48:33.301 --> 02:48:36.950 align:start position:0%
application yeah here's some plugins
will<02:48:34.230><c> make</c><02:48:34.771><c> it</c><02:48:34.891><c> really</c><02:48:35.040><c> easy</c><02:48:35.130><c> to</c><02:48:35.460><c> build</c><02:48:35.960><c> and</c>

02:48:36.950 --> 02:48:36.960 align:start position:0%
will make it really easy to build and
 

02:48:36.960 --> 02:48:38.751 align:start position:0%
will make it really easy to build and
that's<02:48:37.351><c> probably</c><02:48:37.801><c> all</c><02:48:37.950><c> we</c><02:48:38.130><c> have</c><02:48:38.280><c> you</c><02:48:38.551><c> can</c><02:48:38.670><c> make</c>

02:48:38.751 --> 02:48:38.761 align:start position:0%
that's probably all we have you can make
 

02:48:38.761 --> 02:48:43.609 align:start position:0%
that's probably all we have you can make
a<02:48:38.790><c> profile</c><02:48:39.240><c> thanks</c>

02:48:43.609 --> 02:48:43.619 align:start position:0%
 
 

02:48:43.619 --> 02:48:47.399 align:start position:0%
 
okay<02:48:44.669><c> so</c><02:48:45.669><c> I'm</c><02:48:46.089><c> actually</c><02:48:46.299><c> proposing</c><02:48:47.199><c> something</c>

02:48:47.399 --> 02:48:47.409 align:start position:0%
okay so I'm actually proposing something
 

02:48:47.409 --> 02:48:50.219 align:start position:0%
okay so I'm actually proposing something
but<02:48:47.859><c> I'm</c><02:48:48.159><c> basically</c><02:48:48.819><c> a</c><02:48:49.119><c> collection</c><02:48:49.569><c> of</c><02:48:49.899><c> do</c><02:48:50.079><c> to</c>

02:48:50.219 --> 02:48:50.229 align:start position:0%
but I'm basically a collection of do to
 

02:48:50.229 --> 02:48:51.869 align:start position:0%
but I'm basically a collection of do to
prisoner<02:48:50.709><c> since</c><02:48:51.069><c> it</c><02:48:51.279><c> ever</c><02:48:51.429><c> going</c><02:48:51.579><c> to</c><02:48:51.669><c> share</c>

02:48:51.869 --> 02:48:51.879 align:start position:0%
prisoner since it ever going to share
 

02:48:51.879 --> 02:48:54.449 align:start position:0%
prisoner since it ever going to share
what<02:48:52.119><c> propose</c><02:48:52.419><c> oh</c><02:48:52.600><c> that</c><02:48:52.869><c> is</c><02:48:53.109><c> pure</c><02:48:53.529><c> long</c><02:48:53.739><c> finger</c>

02:48:54.449 --> 02:48:54.459 align:start position:0%
what propose oh that is pure long finger
 

02:48:54.459 --> 02:48:56.999 align:start position:0%
what propose oh that is pure long finger
brother<02:48:54.819><c> Research</c><02:48:55.479><c> Board</c><02:48:55.659><c> which</c><02:48:56.469><c> is</c><02:48:56.499><c> someone</c>

02:48:56.999 --> 02:48:57.009 align:start position:0%
brother Research Board which is someone
 

02:48:57.009 --> 02:48:58.709 align:start position:0%
brother Research Board which is someone
close<02:48:57.429><c> to</c><02:48:57.759><c> have</c><02:48:57.969><c> the</c><02:48:58.060><c> humming</c><02:48:58.299><c> browning</c><02:48:58.629><c> on</c>

02:48:58.709 --> 02:48:58.719 align:start position:0%
close to have the humming browning on
 

02:48:58.719 --> 02:49:01.050 align:start position:0%
close to have the humming browning on
your<02:48:58.839><c> theory</c><02:48:58.989><c> it's</c><02:48:59.469><c> not</c><02:48:59.589><c> a</c><02:48:59.829><c> so</c><02:49:00.129><c> so</c><02:49:00.879><c> Who</c>

02:49:01.050 --> 02:49:01.060 align:start position:0%
your theory it's not a so so Who
 

02:49:01.060 --> 02:49:03.059 align:start position:0%
your theory it's not a so so Who
am<02:49:01.119><c> I</c><02:49:01.299><c> the</c><02:49:01.600><c> gym</c><02:49:01.810><c> I'm</c><02:49:02.049><c> jutsu</c><02:49:02.439><c> from</c><02:49:02.619><c> Taiwan</c>

02:49:03.059 --> 02:49:03.069 align:start position:0%
am I the gym I'm jutsu from Taiwan
 

02:49:03.069 --> 02:49:05.579 align:start position:0%
am I the gym I'm jutsu from Taiwan
Taipei<02:49:03.279><c> I'm</c><02:49:03.579><c> a</c><02:49:03.850><c> Washington</c><02:49:04.749><c> TLT</c><02:49:05.199><c> researcher</c>

02:49:05.579 --> 02:49:05.589 align:start position:0%
Taipei I'm a Washington TLT researcher
 

02:49:05.589 --> 02:49:09.869 align:start position:0%
Taipei I'm a Washington TLT researcher
and<02:49:06.629><c> so</c><02:49:07.629><c> I</c><02:49:08.020><c> basically</c><02:49:08.859><c> do</c><02:49:09.310><c> a</c><02:49:09.339><c> bunch</c><02:49:09.789><c> of</c>

02:49:09.869 --> 02:49:09.879 align:start position:0%
and so I basically do a bunch of
 

02:49:09.879 --> 02:49:11.550 align:start position:0%
and so I basically do a bunch of
different<02:49:10.329><c> different</c><02:49:11.289><c> researchers</c>

02:49:11.550 --> 02:49:11.560 align:start position:0%
different different researchers
 

02:49:11.560 --> 02:49:13.349 align:start position:0%
different different researchers
including<02:49:12.189><c> comes</c><02:49:12.369><c> in</c><02:49:12.489><c> support</c><02:49:12.789><c> of</c><02:49:12.819><c> ghosts</c><02:49:12.999><c> and</c>

02:49:13.349 --> 02:49:13.359 align:start position:0%
including comes in support of ghosts and
 

02:49:13.359 --> 02:49:15.389 align:start position:0%
including comes in support of ghosts and
unfortunately<02:49:14.350><c> one</c><02:49:14.619><c> of</c><02:49:14.739><c> my</c><02:49:14.889><c> article</c><02:49:15.310><c> is</c>

02:49:15.389 --> 02:49:15.399 align:start position:0%
unfortunately one of my article is
 

02:49:15.399 --> 02:49:17.819 align:start position:0%
unfortunately one of my article is
twitted<02:49:15.759><c> by</c><02:49:15.879><c> Potomac</c><02:49:16.449><c> like</c><02:49:16.719><c> one</c><02:49:17.079><c> week</c><02:49:17.199><c> ago</c><02:49:17.350><c> and</c>

02:49:17.819 --> 02:49:17.829 align:start position:0%
twitted by Potomac like one week ago and
 

02:49:17.829 --> 02:49:20.969 align:start position:0%
twitted by Potomac like one week ago and
just<02:49:18.039><c> to</c><02:49:18.100><c> talk</c><02:49:18.279><c> about</c><02:49:18.429><c> Casper</c><02:49:18.879><c> MFG</c><02:49:19.979><c> explainer</c>

02:49:20.969 --> 02:49:20.979 align:start position:0%
just to talk about Casper MFG explainer
 

02:49:20.979 --> 02:49:26.340 align:start position:0%
just to talk about Casper MFG explainer
so<02:49:21.819><c> speed</c><02:49:22.119><c> also</c><02:49:22.589><c> so</c><02:49:23.589><c> and</c><02:49:24.100><c> today</c><02:49:25.060><c> so</c><02:49:25.810><c> yesterday</c>

02:49:26.340 --> 02:49:26.350 align:start position:0%
so speed also so and today so yesterday
 

02:49:26.350 --> 02:49:28.019 align:start position:0%
so speed also so and today so yesterday
I<02:49:26.560><c> just</c><02:49:26.619><c> published</c><02:49:27.100><c> the</c><02:49:27.249><c> article</c><02:49:27.279><c> that</c><02:49:27.789><c> talked</c>

02:49:28.019 --> 02:49:28.029 align:start position:0%
I just published the article that talked
 

02:49:28.029 --> 02:49:29.519 align:start position:0%
I just published the article that talked
about<02:49:28.060><c> privacy</c><02:49:28.659><c> function</c><02:49:29.079><c> and</c><02:49:29.199><c> I'm</c><02:49:29.259><c> kind</c><02:49:29.469><c> of</c>

02:49:29.519 --> 02:49:29.529 align:start position:0%
about privacy function and I'm kind of
 

02:49:29.529 --> 02:49:32.039 align:start position:0%
about privacy function and I'm kind of
routing<02:49:29.739><c> such</c><02:49:30.039><c> Adam</c><02:49:30.249><c> Koch</c><02:49:30.520><c> to</c><02:49:30.819><c> avail</c><02:49:31.479><c> about</c><02:49:31.749><c> it</c>

02:49:32.039 --> 02:49:32.049 align:start position:0%
routing such Adam Koch to avail about it
 

02:49:32.049 --> 02:49:36.209 align:start position:0%
routing such Adam Koch to avail about it
so<02:49:33.039><c> I</c><02:49:33.069><c> big</c><02:49:33.549><c> cared</c><02:49:33.759><c> about</c><02:49:33.879><c> privacy</c><02:49:34.479><c> analogy</c><02:49:35.289><c> so</c>

02:49:36.209 --> 02:49:36.219 align:start position:0%
so I big cared about privacy analogy so
 

02:49:36.219 --> 02:49:38.309 align:start position:0%
so I big cared about privacy analogy so
people<02:49:36.699><c> sometimes</c><02:49:37.179><c> confuse</c><02:49:37.539><c> about</c><02:49:37.989><c> these</c><02:49:38.139><c> two</c>

02:49:38.309 --> 02:49:38.319 align:start position:0%
people sometimes confuse about these two
 

02:49:38.319 --> 02:49:40.609 align:start position:0%
people sometimes confuse about these two
ideas<02:49:38.499><c> its</c><02:49:39.069><c> privacy</c><02:49:39.489><c> is</c><02:49:39.879><c> something</c><02:49:40.060><c> that</c>

02:49:40.609 --> 02:49:40.619 align:start position:0%
ideas its privacy is something that
 

02:49:40.619 --> 02:49:42.989 align:start position:0%
ideas its privacy is something that
people<02:49:41.619><c> know</c><02:49:41.889><c> where</c><02:49:42.069><c> you</c><02:49:42.189><c> are</c><02:49:42.219><c> but</c><02:49:42.579><c> then</c><02:49:42.789><c> don't</c>

02:49:42.989 --> 02:49:42.999 align:start position:0%
people know where you are but then don't
 

02:49:42.999 --> 02:49:44.699 align:start position:0%
people know where you are but then don't
know<02:49:43.089><c> what</c><02:49:43.239><c> to</c><02:49:43.299><c> do</c><02:49:43.479><c> what</c><02:49:43.779><c> they're</c><02:49:43.869><c> doing</c><02:49:43.899><c> but</c>

02:49:44.699 --> 02:49:44.709 align:start position:0%
know what to do what they're doing but
 

02:49:44.709 --> 02:49:46.349 align:start position:0%
know what to do what they're doing but
but<02:49:45.369><c> not</c><02:49:45.520><c> know</c><02:49:45.699><c> this</c><02:49:45.759><c> isn't</c><02:49:46.029><c> the</c><02:49:46.060><c> other</c><02:49:46.209><c> way</c>

02:49:46.349 --> 02:49:46.359 align:start position:0%
but not know this isn't the other way
 

02:49:46.359 --> 02:49:48.269 align:start position:0%
but not know this isn't the other way
around<02:49:46.419><c> this</c><02:49:46.719><c> it's</c><02:49:47.259><c> like</c><02:49:47.409><c> people</c><02:49:47.649><c> don't</c><02:49:48.069><c> know</c>

02:49:48.269 --> 02:49:48.279 align:start position:0%
around this it's like people don't know
 

02:49:48.279 --> 02:49:50.429 align:start position:0%
around this it's like people don't know
anymore<02:49:48.489><c> but</c><02:49:48.969><c> they</c><02:49:49.509><c> know</c><02:49:49.659><c> what</c><02:49:50.020><c> you're</c><02:49:50.169><c> doing</c>

02:49:50.429 --> 02:49:50.439 align:start position:0%
anymore but they know what you're doing
 

02:49:50.439 --> 02:49:54.599 align:start position:0%
anymore but they know what you're doing
so<02:49:50.619><c> I</c><02:49:51.399><c> mean</c><02:49:51.879><c> I</c><02:49:51.909><c> don't</c><02:49:52.270><c> even</c><02:49:52.449><c> see</c><02:49:52.689><c> his</c><02:49:52.899><c> wad</c><02:49:53.609><c> I'm</c>

02:49:54.599 --> 02:49:54.609 align:start position:0%
so I mean I don't even see his wad I'm
 

02:49:54.609 --> 02:49:56.639 align:start position:0%
so I mean I don't even see his wad I'm
gonna<02:49:55.089><c> do</c><02:49:55.270><c> this</c><02:49:55.479><c> one</c>

02:49:56.639 --> 02:49:56.649 align:start position:0%
gonna do this one
 

02:49:56.649 --> 02:50:00.040 align:start position:0%
gonna do this one
so<02:49:57.649><c> it's</c><02:49:58.340><c> actually</c><02:49:58.579><c> has</c><02:49:59.569><c> something</c><02:49:59.749><c> to</c><02:49:59.869><c> do</c>

02:50:00.040 --> 02:50:00.050 align:start position:0%
so it's actually has something to do
 

02:50:00.050 --> 02:50:02.410 align:start position:0%
so it's actually has something to do
with<02:50:00.199><c> it</c><02:50:00.380><c> being</c><02:50:00.590><c> like</c><02:50:00.800><c> lime</c><02:50:01.039><c> because</c><02:50:01.420><c> it's</c>

02:50:02.410 --> 02:50:02.420 align:start position:0%
with it being like lime because it's
 

02:50:02.420 --> 02:50:04.029 align:start position:0%
with it being like lime because it's
pretty<02:50:02.569><c> critical</c><02:50:02.840><c> to</c><02:50:03.170><c> charting</c><02:50:03.560><c> right</c><02:50:03.890><c> the</c>

02:50:04.029 --> 02:50:04.039 align:start position:0%
pretty critical to charting right the
 

02:50:04.039 --> 02:50:05.529 align:start position:0%
pretty critical to charting right the
Charlie<02:50:04.399><c> you</c><02:50:04.520><c> don't</c><02:50:04.640><c> want</c><02:50:04.850><c> any</c><02:50:05.029><c> node</c><02:50:05.270><c> to</c><02:50:05.479><c> store</c>

02:50:05.529 --> 02:50:05.539 align:start position:0%
Charlie you don't want any node to store
 

02:50:05.539 --> 02:50:07.540 align:start position:0%
Charlie you don't want any node to store
order<02:50:05.930><c> data</c><02:50:06.109><c> so</c><02:50:06.439><c> we</c><02:50:06.619><c> have</c><02:50:06.859><c> to</c><02:50:07.039><c> explain</c><02:50:07.310><c> to</c><02:50:07.369><c> them</c>

02:50:07.540 --> 02:50:07.550 align:start position:0%
order data so we have to explain to them
 

02:50:07.550 --> 02:50:09.460 align:start position:0%
order data so we have to explain to them
they'll<02:50:07.699><c> into</c><02:50:07.999><c> two</c><02:50:08.180><c> ropes</c><02:50:08.510><c> one</c><02:50:09.079><c> is</c><02:50:09.199><c> the</c><02:50:09.289><c> Pony</c>

02:50:09.460 --> 02:50:09.470 align:start position:0%
they'll into two ropes one is the Pony
 

02:50:09.470 --> 02:50:12.460 align:start position:0%
they'll into two ropes one is the Pony
Express<02:50:09.999><c> process</c><02:50:10.999><c> and</c><02:50:11.149><c> store</c><02:50:11.329><c> data</c><02:50:11.749><c> and</c><02:50:12.380><c> the</c>

02:50:12.460 --> 02:50:12.470 align:start position:0%
Express process and store data and the
 

02:50:12.470 --> 02:50:15.040 align:start position:0%
Express process and store data and the
other<02:50:12.499><c> one</c><02:50:13.130><c> is</c><02:50:13.249><c> like</c><02:50:13.399><c> climb</c><02:50:13.699><c> but</c><02:50:14.239><c> the</c><02:50:14.659><c> problem</c>

02:50:15.040 --> 02:50:15.050 align:start position:0%
other one is like climb but the problem
 

02:50:15.050 --> 02:50:16.870 align:start position:0%
other one is like climb but the problem
is<02:50:15.140><c> how</c><02:50:15.319><c> can</c><02:50:15.350><c> you</c><02:50:15.649><c> prove</c><02:50:15.920><c> that</c><02:50:15.979><c> data</c><02:50:16.460><c> is</c>

02:50:16.870 --> 02:50:16.880 align:start position:0%
is how can you prove that data is
 

02:50:16.880 --> 02:50:17.710 align:start position:0%
is how can you prove that data is
available

02:50:17.710 --> 02:50:17.720 align:start position:0%
available
 

02:50:17.720 --> 02:50:21.309 align:start position:0%
available
on<02:50:17.869><c> a</c><02:50:18.079><c> cool</c><02:50:18.289><c> note</c><02:50:18.499><c> right</c><02:50:18.829><c> so</c><02:50:19.220><c> the</c><02:50:20.020><c> so</c><02:50:21.020><c> what</c><02:50:21.229><c> if</c>

02:50:21.309 --> 02:50:21.319 align:start position:0%
on a cool note right so the so what if
 

02:50:21.319 --> 02:50:25.149 align:start position:0%
on a cool note right so the so what if
solution<02:50:21.770><c> is</c><02:50:21.920><c> to</c><02:50:22.100><c> put</c><02:50:22.369><c> the</c><02:50:22.569><c> troops</c><02:50:23.569><c> and</c><02:50:24.159><c> and</c>

02:50:25.149 --> 02:50:25.159 align:start position:0%
solution is to put the troops and and
 

02:50:25.159 --> 02:50:27.040 align:start position:0%
solution is to put the troops and and
and<02:50:25.489><c> and</c><02:50:25.939><c> the</c><02:50:26.180><c> didn't</c><02:50:26.479><c> know</c><02:50:26.630><c> who's</c><02:50:26.930><c> supposed</c>

02:50:27.040 --> 02:50:27.050 align:start position:0%
and and the didn't know who's supposed
 

02:50:27.050 --> 02:50:29.950 align:start position:0%
and and the didn't know who's supposed
to<02:50:27.380><c> do</c><02:50:27.499><c> that</c><02:50:27.680><c> on</c><02:50:28.069><c> a</c><02:50:28.130><c> smoker</c><02:50:28.460><c> track</c><02:50:28.789><c> and</c><02:50:29.149><c> so</c><02:50:29.779><c> that</c>

02:50:29.950 --> 02:50:29.960 align:start position:0%
to do that on a smoker track and so that
 

02:50:29.960 --> 02:50:31.779 align:start position:0%
to do that on a smoker track and so that
the<02:50:30.170><c> third</c><02:50:30.350><c> party</c><02:50:30.649><c> can</c><02:50:30.859><c> just</c><02:50:31.159><c> access</c><02:50:31.369><c> the</c>

02:50:31.779 --> 02:50:31.789 align:start position:0%
the third party can just access the
 

02:50:31.789 --> 02:50:34.149 align:start position:0%
the third party can just access the
smoke<02:50:32.060><c> might</c><02:50:32.180><c> read</c><02:50:32.359><c> ham</c><02:50:32.590><c> senators</c><02:50:33.590><c> action</c><02:50:33.949><c> and</c>

02:50:34.149 --> 02:50:34.159 align:start position:0%
smoke might read ham senators action and
 

02:50:34.159 --> 02:50:37.569 align:start position:0%
smoke might read ham senators action and
then<02:50:34.720><c> for</c><02:50:35.720><c> attention</c><02:50:36.020><c> to</c><02:50:36.109><c> data</c><02:50:36.590><c> ability</c><02:50:37.010><c> right</c>

02:50:37.569 --> 02:50:37.579 align:start position:0%
then for attention to data ability right
 

02:50:37.579 --> 02:50:41.290 align:start position:0%
then for attention to data ability right
so<02:50:38.890><c> but</c><02:50:39.890><c> but</c><02:50:40.189><c> that's</c><02:50:40.340><c> a</c><02:50:40.460><c> problem</c><02:50:40.670><c> so</c><02:50:41.119><c> the</c>

02:50:41.290 --> 02:50:41.300 align:start position:0%
so but but that's a problem so the
 

02:50:41.300 --> 02:50:45.849 align:start position:0%
so but but that's a problem so the
solutions<02:50:41.720><c> that</c><02:50:43.749><c> the</c><02:50:44.749><c> problem</c><02:50:45.050><c> is</c><02:50:45.109><c> that</c><02:50:45.289><c> the</c>

02:50:45.849 --> 02:50:45.859 align:start position:0%
solutions that the problem is that the
 

02:50:45.859 --> 02:50:47.889 align:start position:0%
solutions that the problem is that the
full<02:50:46.100><c> nail</c><02:50:46.279><c> probably</c><02:50:46.789><c> can</c><02:50:46.999><c> just</c><02:50:47.180><c> a</c><02:50:47.270><c> sensor</c><02:50:47.659><c> the</c>

02:50:47.889 --> 02:50:47.899 align:start position:0%
full nail probably can just a sensor the
 

02:50:47.899 --> 02:50:49.389 align:start position:0%
full nail probably can just a sensor the
electron<02:50:48.289><c> so</c><02:50:48.529><c> this</c><02:50:48.680><c> little</c><02:50:48.920><c> solution</c><02:50:49.279><c> to</c><02:50:49.369><c> that</c>

02:50:49.389 --> 02:50:49.399 align:start position:0%
electron so this little solution to that
 

02:50:49.399 --> 02:50:52.450 align:start position:0%
electron so this little solution to that
is<02:50:49.760><c> is</c><02:50:50.270><c> to</c><02:50:50.479><c> make</c><02:50:50.630><c> the</c><02:50:50.749><c> client</c><02:50:51.260><c> anonymous</c><02:50:51.920><c> thank</c>

02:50:52.450 --> 02:50:52.460 align:start position:0%
is is to make the client anonymous thank
 

02:50:52.460 --> 02:50:55.779 align:start position:0%
is is to make the client anonymous thank
you<02:50:52.609><c> and</c><02:50:53.359><c> so</c><02:50:53.989><c> this</c><02:50:54.800><c> game</c><02:50:55.039><c> is</c><02:50:55.069><c> to</c><02:50:55.340><c> use</c><02:50:55.520><c> the</c><02:50:55.670><c> iron</c>

02:50:55.779 --> 02:50:55.789 align:start position:0%
you and so this game is to use the iron
 

02:50:55.789 --> 02:50:58.479 align:start position:0%
you and so this game is to use the iron
rally<02:50:56.090><c> so</c><02:50:57.020><c> this</c><02:50:57.409><c> is</c><02:50:57.560><c> how</c><02:50:57.649><c> the</c><02:50:57.710><c> right</c><02:50:58.130><c> user</c><02:50:58.340><c> can</c>

02:50:58.479 --> 02:50:58.489 align:start position:0%
rally so this is how the right user can
 

02:50:58.489 --> 02:51:00.929 align:start position:0%
rally so this is how the right user can
construct<02:50:58.909><c> so</c><02:50:59.210><c> basically</c><02:50:59.689><c> you</c><02:51:00.109><c> have</c><02:51:00.590><c> to</c>

02:51:00.929 --> 02:51:00.939 align:start position:0%
construct so basically you have to
 

02:51:00.939 --> 02:51:05.170 align:start position:0%
construct so basically you have to
choose<02:51:01.939><c> the</c><02:51:01.970><c> fool</c><02:51:02.739><c> the</c><02:51:03.739><c> field</c><02:51:03.949><c> hops</c><02:51:04.220><c> right</c><02:51:04.550><c> so</c>

02:51:05.170 --> 02:51:05.180 align:start position:0%
choose the fool the field hops right so
 

02:51:05.180 --> 02:51:08.380 align:start position:0%
choose the fool the field hops right so
these<02:51:05.359><c> are</c><02:51:05.539><c> basically</c><02:51:05.899><c> the</c><02:51:06.050><c> EEPROM</c><02:51:06.499><c> notes</c><02:51:07.390><c> so</c>

02:51:08.380 --> 02:51:08.390 align:start position:0%
these are basically the EEPROM notes so
 

02:51:08.390 --> 02:51:10.809 align:start position:0%
these are basically the EEPROM notes so
you<02:51:08.449><c> have</c><02:51:08.689><c> to</c><02:51:08.840><c> like</c><02:51:09.050><c> contract</c><02:51:09.890><c> this</c><02:51:10.039><c> circuit</c>

02:51:10.809 --> 02:51:10.819 align:start position:0%
you have to like contract this circuit
 

02:51:10.819 --> 02:51:11.500 align:start position:0%
you have to like contract this circuit
one<02:51:10.970><c> by</c><02:51:11.090><c> one</c>

02:51:11.500 --> 02:51:11.510 align:start position:0%
one by one
 

02:51:11.510 --> 02:51:14.290 align:start position:0%
one by one
and<02:51:11.859><c> this</c><02:51:12.859><c> what</c><02:51:13.100><c> what's</c><02:51:13.399><c> specialty</c><02:51:13.880><c> here</c><02:51:14.060><c> is</c>

02:51:14.290 --> 02:51:14.300 align:start position:0%
and this what what's specialty here is
 

02:51:14.300 --> 02:51:17.710 align:start position:0%
and this what what's specialty here is
that<02:51:14.479><c> it's</c><02:51:14.869><c> not</c><02:51:15.020><c> just</c><02:51:16.149><c> these</c><02:51:17.149><c> two</c><02:51:17.359><c> notes</c><02:51:17.630><c> are</c>

02:51:17.710 --> 02:51:17.720 align:start position:0%
that it's not just these two notes are
 

02:51:17.720 --> 02:51:19.719 align:start position:0%
that it's not just these two notes are
not<02:51:17.869><c> just</c><02:51:18.079><c> in</c><02:51:18.229><c> two</c><02:51:18.439><c> keys</c><02:51:18.680><c> but</c><02:51:19.279><c> they're</c>

02:51:19.719 --> 02:51:19.729 align:start position:0%
not just in two keys but they're
 

02:51:19.729 --> 02:51:21.460 align:start position:0%
not just in two keys but they're
actually<02:51:19.970><c> using</c><02:51:20.420><c> some</c><02:51:20.600><c> three</c><02:51:21.050><c> or</c><02:51:21.109><c> five</c><02:51:21.350><c> of</c>

02:51:21.460 --> 02:51:21.470 align:start position:0%
actually using some three or five of
 

02:51:21.470 --> 02:51:23.649 align:start position:0%
actually using some three or five of
rhythm<02:51:21.739><c> functions</c><02:51:22.130><c> to</c><02:51:22.609><c> generate</c><02:51:23.329><c> it</c><02:51:23.510><c> written</c>

02:51:23.649 --> 02:51:23.659 align:start position:0%
rhythm functions to generate it written
 

02:51:23.659 --> 02:51:26.590 align:start position:0%
rhythm functions to generate it written
over<02:51:23.810><c> here</c><02:51:23.930><c> and</c><02:51:24.680><c> then</c><02:51:24.829><c> so</c><02:51:25.279><c> they're</c><02:51:26.239><c> not</c><02:51:26.420><c> really</c>

02:51:26.590 --> 02:51:26.600 align:start position:0%
over here and then so they're not really
 

02:51:26.600 --> 02:51:28.750 align:start position:0%
over here and then so they're not really
operate<02:51:27.079><c> so</c><02:51:27.499><c> that</c><02:51:27.529><c> the</c><02:51:28.159><c> bread</c><02:51:28.369><c> number</c><02:51:28.640><c> is</c>

02:51:28.750 --> 02:51:28.760 align:start position:0%
operate so that the bread number is
 

02:51:28.760 --> 02:51:31.479 align:start position:0%
operate so that the bread number is
unpredictable<02:51:29.180><c> to</c><02:51:29.600><c> the</c><02:51:29.689><c> next</c><02:51:29.930><c> relay</c><02:51:30.199><c> so</c><02:51:30.680><c> they</c>

02:51:31.479 --> 02:51:31.489 align:start position:0%
unpredictable to the next relay so they
 

02:51:31.489 --> 02:51:33.849 align:start position:0%
unpredictable to the next relay so they
each<02:51:31.850><c> gain</c><02:51:32.090><c> over</c><02:51:32.239><c> 800</c><02:51:32.749><c> number</c><02:51:33.020><c> at</c><02:51:33.380><c> a</c><02:51:33.560><c> time</c>

02:51:33.849 --> 02:51:33.859 align:start position:0%
each gain over 800 number at a time
 

02:51:33.859 --> 02:51:36.399 align:start position:0%
each gain over 800 number at a time
and<02:51:34.039><c> finally</c><02:51:34.460><c> Bureau</c><02:51:34.640><c> circuit</c><02:51:35.029><c> so</c><02:51:35.630><c> that</c><02:51:36.079><c> is</c><02:51:36.260><c> it</c>

02:51:36.399 --> 02:51:36.409 align:start position:0%
and finally Bureau circuit so that is it
 

02:51:36.409 --> 02:51:39.099 align:start position:0%
and finally Bureau circuit so that is it
no<02:51:36.560><c> it's</c><02:51:36.829><c> actually</c><02:51:36.979><c> it's</c><02:51:37.310><c> anonymous</c><02:51:37.520><c> to</c><02:51:38.109><c> basic</c>

02:51:39.099 --> 02:51:39.109 align:start position:0%
no it's actually it's anonymous to basic
 

02:51:39.109 --> 02:51:41.590 align:start position:0%
no it's actually it's anonymous to basic
to<02:51:39.229><c> anyone</c><02:51:39.590><c> right</c><02:51:40.039><c> so</c><02:51:40.520><c> this</c><02:51:40.909><c> is</c><02:51:40.970><c> for</c><02:51:41.210><c> nope</c><02:51:41.390><c> so</c>

02:51:41.590 --> 02:51:41.600 align:start position:0%
to anyone right so this is for nope so
 

02:51:41.600 --> 02:51:43.840 align:start position:0%
to anyone right so this is for nope so
the<02:51:42.050><c> opponent</c><02:51:42.350><c> doesn't</c><02:51:42.470><c> know</c><02:51:42.680><c> who</c><02:51:43.130><c> is</c><02:51:43.579><c> their</c>

02:51:43.840 --> 02:51:43.850 align:start position:0%
the opponent doesn't know who is their
 

02:51:43.850 --> 02:51:46.239 align:start position:0%
the opponent doesn't know who is their
true<02:51:44.180><c> unlike</c><02:51:45.020><c> like</c><02:51:45.199><c> yours</c><02:51:45.439><c> so</c><02:51:45.739><c> that</c><02:51:46.100><c> basically</c>

02:51:46.239 --> 02:51:46.249 align:start position:0%
true unlike like yours so that basically
 

02:51:46.249 --> 02:51:48.790 align:start position:0%
true unlike like yours so that basically
protect<02:51:46.819><c> this</c><02:51:47.390><c> is</c><02:51:47.539><c> our</c><02:51:47.659><c> ship</c><02:51:47.810><c> attack</c><02:51:48.050><c> right</c>

02:51:48.790 --> 02:51:48.800 align:start position:0%
protect this is our ship attack right
 

02:51:48.800 --> 02:51:49.330 align:start position:0%
protect this is our ship attack right
that's<02:51:49.039><c> it</c>

02:51:49.330 --> 02:51:49.340 align:start position:0%
that's it
 

02:51:49.340 --> 02:51:53.399 align:start position:0%
that's it
so<02:51:49.489><c> I</c><02:51:49.520><c> hope</c><02:51:50.079><c> this</c><02:51:51.079><c> really</c><02:51:51.380><c> pretty</c><02:51:51.939><c> quick</c>

02:51:53.399 --> 02:51:53.409 align:start position:0%
so I hope this really pretty quick
 

02:51:53.409 --> 02:51:54.960 align:start position:0%
so I hope this really pretty quick
introduction

02:51:54.960 --> 02:51:54.970 align:start position:0%
introduction
 

02:51:54.970 --> 02:51:57.660 align:start position:0%
introduction
and<02:51:55.090><c> happy</c><02:51:55.569><c> to</c><02:51:55.720><c> dig</c><02:51:56.260><c> more</c><02:51:56.410><c> into</c><02:51:56.529><c> this</c><02:51:57.279><c> concept</c>

02:51:57.660 --> 02:51:57.670 align:start position:0%
and happy to dig more into this concept
 

02:51:57.670 --> 02:52:06.360 align:start position:0%
and happy to dig more into this concept
thank<02:51:57.819><c> you</c><02:52:03.270><c> hi</c><02:52:04.270><c> I'm</c><02:52:04.720><c> Alex</c><02:52:05.170><c> Brown</c><02:52:05.439><c> and</c><02:52:05.920><c> I</c><02:52:06.189><c> work</c>

02:52:06.360 --> 02:52:06.370 align:start position:0%
thank you hi I'm Alex Brown and I work
 

02:52:06.370 --> 02:52:09.090 align:start position:0%
thank you hi I'm Alex Brown and I work
in<02:52:06.580><c> the</c><02:52:06.729><c> CRX</c><02:52:07.149><c> I'm</c><02:52:07.989><c> here</c><02:52:08.319><c> to</c><02:52:08.500><c> talk</c><02:52:08.649><c> about</c><02:52:08.890><c> how</c><02:52:09.040><c> we</c>

02:52:09.090 --> 02:52:09.100 align:start position:0%
in the CRX I'm here to talk about how we
 

02:52:09.100 --> 02:52:12.450 align:start position:0%
in the CRX I'm here to talk about how we
used<02:52:09.430><c> the</c><02:52:09.729><c> tippy</c><02:52:10.149><c> and</c><02:52:10.180><c> webassembly</c><02:52:11.170><c> to</c><02:52:11.770><c> enable</c>

02:52:12.450 --> 02:52:12.460 align:start position:0%
used the tippy and webassembly to enable
 

02:52:12.460 --> 02:52:17.219 align:start position:0%
used the tippy and webassembly to enable
peer-to-peer<02:52:12.819><c> training</c><02:52:13.330><c> in</c><02:52:13.750><c> the</c><02:52:13.810><c> browser</c><02:52:16.229><c> 0x</c>

02:52:17.219 --> 02:52:17.229 align:start position:0%
peer-to-peer training in the browser 0x
 

02:52:17.229 --> 02:52:19.469 align:start position:0%
peer-to-peer training in the browser 0x
is<02:52:17.500><c> a</c><02:52:17.560><c> protocol</c><02:52:18.399><c> for</c><02:52:18.460><c> a</c><02:52:18.790><c> decentralized</c>

02:52:19.469 --> 02:52:19.479 align:start position:0%
is a protocol for a decentralized
 

02:52:19.479 --> 02:52:22.139 align:start position:0%
is a protocol for a decentralized
exchange<02:52:19.630><c> that</c><02:52:20.260><c> anybody</c><02:52:20.770><c> can</c><02:52:20.890><c> use</c><02:52:21.100><c> to</c><02:52:21.640><c> trade</c>

02:52:22.139 --> 02:52:22.149 align:start position:0%
exchange that anybody can use to trade
 

02:52:22.149 --> 02:52:25.170 align:start position:0%
exchange that anybody can use to trade
digital<02:52:22.569><c> assets</c><02:52:23.020><c> including</c><02:52:23.830><c> a</c><02:52:23.859><c> or</c><02:52:24.160><c> C</c><02:52:24.340><c> 20</c><02:52:24.670><c> or</c><02:52:24.970><c> C</c>

02:52:25.170 --> 02:52:25.180 align:start position:0%
digital assets including a or C 20 or C
 

02:52:25.180 --> 02:52:27.960 align:start position:0%
digital assets including a or C 20 or C
721<02:52:25.950><c> your</c><02:52:26.950><c> transitional</c><02:52:27.399><c> assets</c><02:52:27.790><c> with</c>

02:52:27.960 --> 02:52:27.970 align:start position:0%
721 your transitional assets with
 

02:52:27.970 --> 02:52:33.349 align:start position:0%
721 your transitional assets with
anybody<02:52:28.359><c> in</c><02:52:28.479><c> the</c><02:52:28.510><c> world</c><02:52:29.040><c> to</c><02:52:30.040><c> trust</c><02:52:30.310><c> this</c><02:52:30.399><c> way</c>

02:52:33.349 --> 02:52:33.359 align:start position:0%
 
 

02:52:33.359 --> 02:52:37.200 align:start position:0%
 
0x<02:52:34.359><c> protocol</c><02:52:34.930><c> features</c><02:52:35.470><c> an</c><02:52:36.340><c> off</c><02:52:36.520><c> chain</c><02:52:36.819><c> relay</c>

02:52:37.200 --> 02:52:37.210 align:start position:0%
0x protocol features an off chain relay
 

02:52:37.210 --> 02:52:39.719 align:start position:0%
0x protocol features an off chain relay
and<02:52:37.510><c> on</c><02:52:37.689><c> chain</c><02:52:37.989><c> settlement</c><02:52:38.529><c> so</c><02:52:39.340><c> what</c><02:52:39.609><c> that</c>

02:52:39.719 --> 02:52:39.729 align:start position:0%
and on chain settlement so what that
 

02:52:39.729 --> 02:52:42.450 align:start position:0%
and on chain settlement so what that
means<02:52:39.939><c> is</c><02:52:40.090><c> that</c><02:52:40.120><c> you</c><02:52:40.330><c> share</c><02:52:40.660><c> orders</c><02:52:41.310><c> offers</c><02:52:42.310><c> to</c>

02:52:42.450 --> 02:52:42.460 align:start position:0%
means is that you share orders offers to
 

02:52:42.460 --> 02:52:43.530 align:start position:0%
means is that you share orders offers to
buy<02:52:42.609><c> or</c><02:52:42.670><c> sell</c><02:52:42.970><c> samatha</c>

02:52:43.530 --> 02:52:43.540 align:start position:0%
buy or sell samatha
 

02:52:43.540 --> 02:52:46.349 align:start position:0%
buy or sell samatha
with<02:52:44.350><c> people</c><02:52:44.830><c> and</c><02:52:45.340><c> have</c><02:52:45.460><c> an</c><02:52:45.580><c> off</c><02:52:45.760><c> chain</c><02:52:46.060><c> and</c>

02:52:46.349 --> 02:52:46.359 align:start position:0%
with people and have an off chain and
 

02:52:46.359 --> 02:52:48.479 align:start position:0%
with people and have an off chain and
then<02:52:47.260><c> when</c><02:52:47.439><c> it</c><02:52:47.529><c> comes</c><02:52:47.620><c> time</c><02:52:47.800><c> to</c><02:52:47.950><c> settle</c><02:52:48.340><c> the</c>

02:52:48.479 --> 02:52:48.489 align:start position:0%
then when it comes time to settle the
 

02:52:48.489 --> 02:52:50.040 align:start position:0%
then when it comes time to settle the
orders<02:52:48.760><c> you</c><02:52:48.850><c> go</c><02:52:49.029><c> on</c><02:52:49.270><c> chain</c><02:52:49.569><c> and</c><02:52:49.750><c> use</c><02:52:49.840><c> smart</c>

02:52:50.040 --> 02:52:50.050 align:start position:0%
orders you go on chain and use smart
 

02:52:50.050 --> 02:52:52.020 align:start position:0%
orders you go on chain and use smart
contracts<02:52:50.590><c> to</c><02:52:50.680><c> do</c><02:52:50.800><c> entrusted</c><02:52:51.220><c> sub</c>

02:52:52.020 --> 02:52:52.030 align:start position:0%
contracts to do entrusted sub
 

02:52:52.030 --> 02:52:54.511 align:start position:0%
contracts to do entrusted sub
[Music]

02:52:54.511 --> 02:52:54.521 align:start position:0%
[Music]
 

02:52:54.521 --> 02:52:58.140 align:start position:0%
[Music]
Xerox<02:52:55.210><c> mesh</c><02:52:55.721><c> is</c><02:52:56.110><c> a</c><02:52:56.200><c> way</c><02:52:56.561><c> to</c><02:52:56.620><c> exchange</c><02:52:57.400><c> orders</c>

02:52:58.140 --> 02:52:58.150 align:start position:0%
Xerox mesh is a way to exchange orders
 

02:52:58.150 --> 02:53:00.690 align:start position:0%
Xerox mesh is a way to exchange orders
and<02:52:58.480><c> it</c><02:52:58.870><c> totally</c><02:52:59.320><c> decentralized</c><02:53:00.221><c> appear</c><02:53:00.610><c> to</c>

02:53:00.690 --> 02:53:00.700 align:start position:0%
and it totally decentralized appear to
 

02:53:00.700 --> 02:53:02.970 align:start position:0%
and it totally decentralized appear to
appear<02:53:00.851><c> fashion</c><02:53:01.271><c> it</c><02:53:02.170><c> allows</c><02:53:02.410><c> users</c><02:53:02.830><c> to</c><02:53:02.860><c> share</c>

02:53:02.970 --> 02:53:02.980 align:start position:0%
appear fashion it allows users to share
 

02:53:02.980 --> 02:53:04.620 align:start position:0%
appear fashion it allows users to share
what<02:53:03.431><c> air</c><02:53:03.550><c> is</c><02:53:03.641><c> directly</c><02:53:04.061><c> with</c><02:53:04.300><c> each</c><02:53:04.420><c> other</c>

02:53:04.620 --> 02:53:04.630 align:start position:0%
what air is directly with each other
 

02:53:04.630 --> 02:53:07.711 align:start position:0%
what air is directly with each other
using<02:53:04.931><c> computer</c><02:53:05.471><c> network</c><02:53:05.800><c> as</c><02:53:06.521><c> opposed</c><02:53:06.910><c> to</c><02:53:07.090><c> the</c>

02:53:07.711 --> 02:53:07.721 align:start position:0%
using computer network as opposed to the
 

02:53:07.721 --> 02:53:09.211 align:start position:0%
using computer network as opposed to the
alternatives<02:53:08.260><c> day</c><02:53:08.440><c> which</c><02:53:08.650><c> is</c><02:53:08.771><c> using</c><02:53:09.070><c> a</c>

02:53:09.211 --> 02:53:09.221 align:start position:0%
alternatives day which is using a
 

02:53:09.221 --> 02:53:11.640 align:start position:0%
alternatives day which is using a
centralized<02:53:09.760><c> service</c><02:53:09.971><c> to</c><02:53:10.480><c> collect</c><02:53:11.290><c> orders</c>

02:53:11.640 --> 02:53:11.650 align:start position:0%
centralized service to collect orders
 

02:53:11.650 --> 02:53:18.030 align:start position:0%
centralized service to collect orders
and<02:53:11.920><c> I</c><02:53:12.101><c> create</c><02:53:12.340><c> a</c><02:53:12.370><c> field</c><02:53:16.500><c> Xerox</c><02:53:17.500><c> masters</c><02:53:17.860><c> grid</c>

02:53:18.030 --> 02:53:18.040 align:start position:0%
and I create a field Xerox masters grid
 

02:53:18.040 --> 02:53:20.870 align:start position:0%
and I create a field Xerox masters grid
didn't<02:53:18.280><c> go</c><02:53:18.400><c> and</c><02:53:19.181><c> we</c><02:53:19.420><c> decided</c><02:53:19.840><c> to</c><02:53:19.960><c> use</c>

02:53:20.870 --> 02:53:20.880 align:start position:0%
didn't go and we decided to use
 

02:53:20.880 --> 02:53:23.430 align:start position:0%
didn't go and we decided to use
webassembly<02:53:21.880><c> which</c><02:53:22.271><c> allows</c><02:53:22.540><c> us</c><02:53:22.750><c> to</c><02:53:22.780><c> have</c><02:53:22.931><c> an</c>

02:53:23.430 --> 02:53:23.440 align:start position:0%
webassembly which allows us to have an
 

02:53:23.440 --> 02:53:25.110 align:start position:0%
webassembly which allows us to have an
isomorphic<02:53:24.040><c> average</c><02:53:24.610><c> intern</c><02:53:24.851><c> in</c><02:53:24.971><c> one</c>

02:53:25.110 --> 02:53:25.120 align:start position:0%
isomorphic average intern in one
 

02:53:25.120 --> 02:53:27.990 align:start position:0%
isomorphic average intern in one
language<02:53:25.380><c> we</c><02:53:26.380><c> can</c><02:53:26.530><c> compile</c><02:53:26.891><c> 0x</c><02:53:27.340><c> mesh</c><02:53:27.580><c> to</c><02:53:27.790><c> run</c>

02:53:27.990 --> 02:53:28.000 align:start position:0%
language we can compile 0x mesh to run
 

02:53:28.000 --> 02:53:30.720 align:start position:0%
language we can compile 0x mesh to run
in<02:53:28.210><c> the</c><02:53:28.330><c> browser</c><02:53:28.510><c> or</c><02:53:29.200><c> sera</c><02:53:29.650><c> as</c><02:53:30.070><c> a</c><02:53:30.340><c> standalone</c>

02:53:30.720 --> 02:53:30.730 align:start position:0%
in the browser or sera as a standalone
 

02:53:30.730 --> 02:53:34.620 align:start position:0%
in the browser or sera as a standalone
node<02:53:31.090><c> or</c><02:53:32.021><c> annika</c><02:53:32.320><c> back</c><02:53:32.590><c> insert</c><02:53:33.300><c> other</c><02:53:34.300><c> couple</c>

02:53:34.620 --> 02:53:34.630 align:start position:0%
node or annika back insert other couple
 

02:53:34.630 --> 02:53:36.421 align:start position:0%
node or annika back insert other couple
reasons<02:53:34.750><c> for</c><02:53:34.990><c> this</c><02:53:35.110><c> we</c><02:53:35.410><c> think</c><02:53:35.530><c> they</c><02:53:35.710><c> go</c><02:53:35.980><c> the</c><02:53:36.101><c> PP</c>

02:53:36.421 --> 02:53:36.431 align:start position:0%
reasons for this we think they go the PP
 

02:53:36.431 --> 02:53:38.370 align:start position:0%
reasons for this we think they go the PP
is<02:53:36.580><c> the</c><02:53:36.940><c> original</c><02:53:37.540><c> implementation</c><02:53:37.660><c> would</c><02:53:38.260><c> be</c>

02:53:38.370 --> 02:53:38.380 align:start position:0%
is the original implementation would be
 

02:53:38.380 --> 02:53:40.500 align:start position:0%
is the original implementation would be
to<02:53:38.471><c> be</c><02:53:38.590><c> as</c><02:53:38.800><c> a</c><02:53:38.830><c> lot</c><02:53:39.010><c> more</c><02:53:39.130><c> active</c><02:53:39.460><c> also</c><02:53:40.181><c> some</c>

02:53:40.500 --> 02:53:40.510 align:start position:0%
to be as a lot more active also some
 

02:53:40.510 --> 02:53:42.091 align:start position:0%
to be as a lot more active also some
smaller<02:53:40.811><c> factors</c><02:53:41.290><c> are</c><02:53:41.440><c> more</c><02:53:41.590><c> familiar</c><02:53:41.740><c> with</c>

02:53:42.091 --> 02:53:42.101 align:start position:0%
smaller factors are more familiar with
 

02:53:42.101 --> 02:53:44.211 align:start position:0%
smaller factors are more familiar with
language<02:53:42.851><c> get</c><02:53:43.660><c> better</c><02:53:43.840><c> performance</c>

02:53:44.211 --> 02:53:44.221 align:start position:0%
language get better performance
 

02:53:44.221 --> 02:53:46.320 align:start position:0%
language get better performance
characteristics<02:53:45.221><c> or</c><02:53:45.700><c> a</c><02:53:45.760><c> million</c><02:53:46.181><c> better</c>

02:53:46.320 --> 02:53:46.330 align:start position:0%
characteristics or a million better
 

02:53:46.330 --> 02:53:51.360 align:start position:0%
characteristics or a million better
tools<02:53:49.080><c> the</c><02:53:50.080><c> cool</c><02:53:50.260><c> thing</c><02:53:50.410><c> is</c><02:53:50.471><c> that</c><02:53:50.650><c> most</c><02:53:50.830><c> Lipke</c>

02:53:51.360 --> 02:53:51.370 align:start position:0%
tools the cool thing is that most Lipke
 

02:53:51.370 --> 02:53:53.700 align:start position:0%
tools the cool thing is that most Lipke
to<02:53:51.460><c> be</c><02:53:51.580><c> components</c><02:53:52.210><c> were</c><02:53:52.960><c> crowned</c><02:53:53.351><c> on</c><02:53:53.440><c> the</c><02:53:53.500><c> box</c>

02:53:53.700 --> 02:53:53.710 align:start position:0%
to be components were crowned on the box
 

02:53:53.710 --> 02:53:55.410 align:start position:0%
to be components were crowned on the box
everything<02:53:54.400><c> that</c><02:53:54.580><c> wasn't</c><02:53:54.730><c> here</c><02:53:55.000><c> from</c><02:53:55.210><c> piles</c>

02:53:55.410 --> 02:53:55.420 align:start position:0%
everything that wasn't here from piles
 

02:53:55.420 --> 02:53:57.240 align:start position:0%
everything that wasn't here from piles
to<02:53:55.601><c> webassembly</c><02:53:55.960><c> works</c><02:53:56.891><c> in</c><02:53:57.040><c> the</c><02:53:57.101><c> browser</c>

02:53:57.240 --> 02:53:57.250 align:start position:0%
to webassembly works in the browser
 

02:53:57.250 --> 02:53:58.801 align:start position:0%
to webassembly works in the browser
right<02:53:57.670><c> away</c><02:53:57.940><c> without</c><02:53:58.120><c> any</c><02:53:58.480><c> additional</c>

02:53:58.801 --> 02:53:58.811 align:start position:0%
right away without any additional
 

02:53:58.811 --> 02:54:00.961 align:start position:0%
right away without any additional
changes<02:53:59.070><c> within</c><02:54:00.070><c> within</c><02:54:00.280><c> th</c><02:54:00.460><c> to</c><02:54:00.670><c> you</c><02:54:00.760><c> for</c>

02:54:00.961 --> 02:54:00.971 align:start position:0%
changes within within th to you for
 

02:54:00.971 --> 02:54:03.540 align:start position:0%
changes within within th to you for
discovery<02:54:01.540><c> things</c><02:54:02.230><c> like</c><02:54:02.380><c> Auto</c><02:54:02.561><c> dadada</c><02:54:03.160><c> relay</c>

02:54:03.540 --> 02:54:03.550 align:start position:0%
discovery things like Auto dadada relay
 

02:54:03.550 --> 02:54:06.650 align:start position:0%
discovery things like Auto dadada relay
and<02:54:03.910><c> gossips</c><02:54:04.630><c> a</c><02:54:04.750><c> number</c><02:54:05.260><c> of</c><02:54:05.320><c> other</c><02:54:05.440><c> things</c>

02:54:06.650 --> 02:54:06.660 align:start position:0%
and gossips a number of other things
 

02:54:06.660 --> 02:54:09.240 align:start position:0%
and gossips a number of other things
there<02:54:07.660><c> really</c><02:54:07.780><c> only</c><02:54:07.931><c> two</c><02:54:08.320><c> components</c><02:54:08.980><c> that</c><02:54:09.010><c> we</c>

02:54:09.240 --> 02:54:09.250 align:start position:0%
there really only two components that we
 

02:54:09.250 --> 02:54:11.729 align:start position:0%
there really only two components that we
needed<02:54:09.431><c> to</c><02:54:09.550><c> make</c><02:54:10.061><c> modifications</c><02:54:10.360><c> for</c><02:54:10.931><c> door</c>

02:54:11.729 --> 02:54:11.739 align:start position:0%
needed to make modifications for door
 

02:54:11.739 --> 02:54:14.010 align:start position:0%
needed to make modifications for door
Houser<02:54:12.189><c> the</c><02:54:12.909><c> first</c><02:54:13.149><c> of</c><02:54:13.299><c> the</c><02:54:13.390><c> transport</c><02:54:13.989><c> layer</c>

02:54:14.010 --> 02:54:14.020 align:start position:0%
Houser the first of the transport layer
 

02:54:14.020 --> 02:54:17.760 align:start position:0%
Houser the first of the transport layer
so<02:54:14.529><c> let</c><02:54:14.739><c> me</c><02:54:14.829><c> -</c><02:54:14.919><c> Pia</c><02:54:15.069><c> Transport</c><02:54:15.729><c> is</c><02:54:16.770><c> networking</c>

02:54:17.760 --> 02:54:17.770 align:start position:0%
so let me - Pia Transport is networking
 

02:54:17.770 --> 02:54:19.710 align:start position:0%
so let me - Pia Transport is networking
TCP<02:54:18.310><c> or</c><02:54:18.489><c> WebSockets</c><02:54:19.149><c> that</c><02:54:19.359><c> allows</c><02:54:19.509><c> you</c><02:54:19.689><c> to</c>

02:54:19.710 --> 02:54:19.720 align:start position:0%
TCP or WebSockets that allows you to
 

02:54:19.720 --> 02:54:21.989 align:start position:0%
TCP or WebSockets that allows you to
send<02:54:19.959><c> messages</c><02:54:20.020><c> with</c><02:54:20.499><c> their</c><02:54:20.619><c> peers</c><02:54:20.879><c> so</c><02:54:21.879><c> what</c>

02:54:21.989 --> 02:54:21.999 align:start position:0%
send messages with their peers so what
 

02:54:21.999 --> 02:54:23.249 align:start position:0%
send messages with their peers so what
we've<02:54:22.089><c> done</c><02:54:22.239><c> is</c><02:54:22.299><c> we</c><02:54:22.539><c> wrote</c><02:54:22.749><c> webassembly</c>

02:54:23.249 --> 02:54:23.259 align:start position:0%
we've done is we wrote webassembly
 

02:54:23.259 --> 02:54:25.409 align:start position:0%
we've done is we wrote webassembly
bindings<02:54:23.890><c> for</c><02:54:24.189><c> the</c><02:54:24.399><c> WebSocket</c><02:54:24.850><c> transport</c><02:54:25.299><c> and</c>

02:54:25.409 --> 02:54:25.419 align:start position:0%
bindings for the WebSocket transport and
 

02:54:25.419 --> 02:54:27.779 align:start position:0%
bindings for the WebSocket transport and
the<02:54:25.479><c> p2p</c><02:54:25.770><c> that's</c><02:54:26.770><c> already</c><02:54:26.919><c> done</c><02:54:27.129><c> there's</c><02:54:27.459><c> a</c><02:54:27.520><c> PR</c>

02:54:27.779 --> 02:54:27.789 align:start position:0%
the p2p that's already done there's a PR
 

02:54:27.789 --> 02:54:29.880 align:start position:0%
the p2p that's already done there's a PR
the<02:54:28.449><c> dopin</c><02:54:28.749><c> we're</c><02:54:28.930><c> going</c><02:54:29.319><c> to</c><02:54:29.409><c> be</c><02:54:29.470><c> marriage</c><02:54:29.739><c> off</c>

02:54:29.880 --> 02:54:29.890 align:start position:0%
the dopin we're going to be marriage off
 

02:54:29.890 --> 02:54:31.170 align:start position:0%
the dopin we're going to be marriage off
street<02:54:30.129><c> but</c><02:54:30.249><c> we're</c><02:54:30.369><c> already</c><02:54:30.520><c> using</c><02:54:30.879><c> it</c><02:54:30.970><c> in</c><02:54:31.089><c> our</c>

02:54:31.170 --> 02:54:31.180 align:start position:0%
street but we're already using it in our
 

02:54:31.180 --> 02:54:34.889 align:start position:0%
street but we're already using it in our
own<02:54:31.209><c> applications</c><02:54:33.359><c> we're</c><02:54:34.359><c> also</c><02:54:34.449><c> working</c><02:54:34.689><c> on</c>

02:54:34.889 --> 02:54:34.899 align:start position:0%
own applications we're also working on
 

02:54:34.899 --> 02:54:37.409 align:start position:0%
own applications we're also working on
adding<02:54:35.169><c> support</c><02:54:35.470><c> for</c><02:54:35.709><c> web</c><02:54:36.039><c> RTC</c><02:54:36.339><c> transport</c><02:54:37.149><c> so</c>

02:54:37.409 --> 02:54:37.419 align:start position:0%
adding support for web RTC transport so
 

02:54:37.419 --> 02:54:39.599 align:start position:0%
adding support for web RTC transport so
whoever<02:54:37.629><c> TC</c><02:54:38.049><c> can</c><02:54:38.289><c> enable</c><02:54:38.680><c> -</c><02:54:38.919><c> browser-based</c>

02:54:39.599 --> 02:54:39.609 align:start position:0%
whoever TC can enable - browser-based
 

02:54:39.609 --> 02:54:41.249 align:start position:0%
whoever TC can enable - browser-based
appears<02:54:40.089><c> to</c><02:54:40.390><c> redial</c><02:54:40.689><c> each</c><02:54:40.899><c> other</c><02:54:41.079><c> directly</c>

02:54:41.249 --> 02:54:41.259 align:start position:0%
appears to redial each other directly
 

02:54:41.259 --> 02:54:47.550 align:start position:0%
appears to redial each other directly
without<02:54:42.249><c> relying</c><02:54:42.850><c> on</c><02:54:43.089><c> everything</c><02:54:43.989><c> out</c><02:54:46.560><c> the</c>

02:54:47.550 --> 02:54:47.560 align:start position:0%
without relying on everything out the
 

02:54:47.560 --> 02:54:48.630 align:start position:0%
without relying on everything out the
other<02:54:47.680><c> major</c><02:54:47.949><c> component</c><02:54:48.039><c> that</c><02:54:48.369><c> we</c><02:54:48.459><c> had</c><02:54:48.579><c> to</c>

02:54:48.630 --> 02:54:48.640 align:start position:0%
other major component that we had to
 

02:54:48.640 --> 02:54:51.179 align:start position:0%
other major component that we had to
replace<02:54:48.850><c> is</c><02:54:49.270><c> the</c><02:54:49.779><c> storage</c><02:54:50.169><c> layer</c><02:54:50.350><c> so</c><02:54:51.069><c> what</c>

02:54:51.179 --> 02:54:51.189 align:start position:0%
replace is the storage layer so what
 

02:54:51.189 --> 02:54:52.949 align:start position:0%
replace is the storage layer so what
we're<02:54:51.310><c> doing</c><02:54:51.339><c> is</c><02:54:51.819><c> we're</c><02:54:52.060><c> using</c><02:54:52.209><c> level</c><02:54:52.689><c> Eenie</c>

02:54:52.949 --> 02:54:52.959 align:start position:0%
we're doing is we're using level Eenie
 

02:54:52.959 --> 02:54:56.189 align:start position:0%
we're doing is we're using level Eenie
we<02:54:53.829><c> added</c><02:54:54.249><c> webassembly</c><02:54:55.089><c> bindings</c><02:54:55.659><c> for</c><02:54:55.869><c> level</c>

02:54:56.189 --> 02:54:56.199 align:start position:0%
we added webassembly bindings for level
 

02:54:56.199 --> 02:54:58.499 align:start position:0%
we added webassembly bindings for level
gb<02:54:56.409><c> just</c><02:54:57.129><c> replacing</c><02:54:57.640><c> these</c><02:54:57.819><c> underlying</c>

02:54:58.499 --> 02:54:58.509 align:start position:0%
gb just replacing these underlying
 

02:54:58.509 --> 02:55:00.960 align:start position:0%
gb just replacing these underlying
storage<02:54:58.959><c> component</c><02:54:59.579><c> laughter</c><02:55:00.579><c> we</c><02:55:00.669><c> did</c><02:55:00.819><c> that</c>

02:55:00.960 --> 02:55:00.970 align:start position:0%
storage component laughter we did that
 

02:55:00.970 --> 02:55:02.519 align:start position:0%
storage component laughter we did that
everything<02:55:01.329><c> worked</c><02:55:01.479><c> pretty</c><02:55:01.629><c> well</c><02:55:01.869><c> the</c><02:55:02.229><c> pdb</c>

02:55:02.519 --> 02:55:02.529 align:start position:0%
everything worked pretty well the pdb
 

02:55:02.529 --> 02:55:04.619 align:start position:0%
everything worked pretty well the pdb
already<02:55:02.739><c> has</c><02:55:02.890><c> support</c><02:55:03.279><c> for</c><02:55:03.430><c> using</c><02:55:03.759><c> level</c><02:55:04.539><c> 2b</c>

02:55:04.619 --> 02:55:04.629 align:start position:0%
already has support for using level 2b
 

02:55:04.629 --> 02:55:07.170 align:start position:0%
already has support for using level 2b
as<02:55:04.989><c> in</c><02:55:05.319><c> the</c><02:55:05.409><c> datastore</c><02:55:05.789><c> so</c><02:55:06.789><c> we</c><02:55:06.879><c> just</c><02:55:06.999><c> had</c><02:55:07.119><c> to</c>

02:55:07.170 --> 02:55:07.180 align:start position:0%
as in the datastore so we just had to
 

02:55:07.180 --> 02:55:08.789 align:start position:0%
as in the datastore so we just had to
put<02:55:07.299><c> the</c><02:55:07.359><c> pieces</c><02:55:07.509><c> together</c><02:55:07.689><c> we</c><02:55:08.529><c> were</c><02:55:08.619><c> on</c><02:55:08.709><c> the</c>

02:55:08.789 --> 02:55:08.799 align:start position:0%
put the pieces together we were on the
 

02:55:08.799 --> 02:55:09.960 align:start position:0%
put the pieces together we were on the
browser<02:55:09.009><c> we</c><02:55:09.220><c> use</c><02:55:09.339><c> something</c><02:55:09.489><c> called</c><02:55:09.579><c> browser</c>

02:55:09.960 --> 02:55:09.970 align:start position:0%
browser we use something called browser
 

02:55:09.970 --> 02:55:12.989 align:start position:0%
browser we use something called browser
FS<02:55:10.419><c> on</c><02:55:11.109><c> top</c><02:55:11.289><c> of</c><02:55:11.439><c> local</c><02:55:11.649><c> storage</c><02:55:11.890><c> to</c><02:55:12.009><c> shim</c><02:55:12.459><c> have</c>

02:55:12.989 --> 02:55:12.999 align:start position:0%
FS on top of local storage to shim have
 

02:55:12.999 --> 02:55:18.179 align:start position:0%
FS on top of local storage to shim have
a<02:55:13.029><c> file</c><02:55:13.329><c> system</c><02:55:16.109><c> so</c><02:55:17.109><c> all</c><02:55:17.259><c> the</c><02:55:17.379><c> Spoils</c><02:55:17.709><c> down</c><02:55:17.890><c> to</c>

02:55:18.179 --> 02:55:18.189 align:start position:0%
a file system so all the Spoils down to
 

02:55:18.189 --> 02:55:21.329 align:start position:0%
a file system so all the Spoils down to
single<02:55:19.089><c> time</c><02:55:19.779><c> script</c><02:55:20.049><c> or</c><02:55:20.140><c> JavaScript</c><02:55:20.619><c> library</c>

02:55:21.329 --> 02:55:21.339 align:start position:0%
single time script or JavaScript library
 

02:55:21.339 --> 02:55:24.239 align:start position:0%
single time script or JavaScript library
on<02:55:21.640><c> NPM</c><02:55:21.970><c> that</c><02:55:22.749><c> users</c><02:55:23.229><c> can</c><02:55:23.379><c> download</c><02:55:23.499><c> to</c><02:55:24.009><c> build</c>

02:55:24.239 --> 02:55:24.249 align:start position:0%
on NPM that users can download to build
 

02:55:24.249 --> 02:55:27.090 align:start position:0%
on NPM that users can download to build
applications<02:55:24.999><c> on</c><02:55:25.419><c> top</c><02:55:25.629><c> of</c><02:55:25.749><c> mesh</c><02:55:25.959><c> it's</c><02:55:26.829><c> super</c>

02:55:27.090 --> 02:55:27.100 align:start position:0%
applications on top of mesh it's super
 

02:55:27.100 --> 02:55:28.529 align:start position:0%
applications on top of mesh it's super
easy<02:55:27.279><c> it</c><02:55:27.549><c> feels</c><02:55:27.789><c> like</c><02:55:27.970><c> you're</c><02:55:28.119><c> using</c><02:55:28.149><c> any</c>

02:55:28.529 --> 02:55:28.539 align:start position:0%
easy it feels like you're using any
 

02:55:28.539 --> 02:55:32.249 align:start position:0%
easy it feels like you're using any
other<02:55:28.629><c> JavaScript</c><02:55:29.439><c> or</c><02:55:29.560><c> typescript</c><02:55:29.919><c> lender</c><02:55:31.259><c> ok</c>

02:55:32.249 --> 02:55:32.259 align:start position:0%
other JavaScript or typescript lender ok
 

02:55:32.259 --> 02:55:33.569 align:start position:0%
other JavaScript or typescript lender ok
hopefully<02:55:32.560><c> if</c><02:55:32.799><c> we</c><02:55:32.890><c> have</c><02:55:32.979><c> time</c><02:55:33.189><c> I'm</c><02:55:33.399><c> going</c><02:55:33.520><c> to</c>

02:55:33.569 --> 02:55:33.579 align:start position:0%
hopefully if we have time I'm going to
 

02:55:33.579 --> 02:55:34.051 align:start position:0%
hopefully if we have time I'm going to
do<02:55:33.699><c> it</c>

02:55:34.051 --> 02:55:34.061 align:start position:0%
do it
 

02:55:34.061 --> 02:55:37.140 align:start position:0%
do it
quick<02:55:34.210><c> demo</c><02:55:35.250><c> my</c><02:55:36.250><c> minutes</c><02:55:36.641><c> left</c>

02:55:37.140 --> 02:55:37.150 align:start position:0%
quick demo my minutes left
 

02:55:37.150 --> 02:55:40.140 align:start position:0%
quick demo my minutes left
cool<02:55:37.540><c> so</c><02:55:38.320><c> I</c><02:55:38.650><c> have</c><02:55:39.070><c> to</c><02:55:39.280><c> give</c><02:55:39.790><c> a</c><02:55:39.820><c> disclaimer</c>

02:55:40.140 --> 02:55:40.150 align:start position:0%
cool so I have to give a disclaimer
 

02:55:40.150 --> 02:55:42.870 align:start position:0%
cool so I have to give a disclaimer
which<02:55:40.570><c> is</c><02:55:40.690><c> that</c><02:55:41.521><c> United</c><02:55:42.521><c> here</c><02:55:42.641><c> is</c><02:55:42.700><c> really</c>

02:55:42.870 --> 02:55:42.880 align:start position:0%
which is that United here is really
 

02:55:42.880 --> 02:55:44.341 align:start position:0%
which is that United here is really
wonky<02:55:43.120><c> I'm</c><02:55:43.480><c> currently</c><02:55:43.721><c> going</c><02:55:43.900><c> through</c><02:55:44.230><c> my</c>

02:55:44.341 --> 02:55:44.351 align:start position:0%
wonky I'm currently going through my
 

02:55:44.351 --> 02:55:46.200 align:start position:0%
wonky I'm currently going through my
phone<02:55:44.561><c> a</c><02:55:44.590><c> hotspot</c><02:55:45.400><c> connection</c><02:55:45.820><c> but</c><02:55:45.940><c> hopefully</c>

02:55:46.200 --> 02:55:46.210 align:start position:0%
phone a hotspot connection but hopefully
 

02:55:46.210 --> 02:55:48.690 align:start position:0%
phone a hotspot connection but hopefully
it'll<02:55:46.330><c> work</c><02:55:46.710><c> right</c><02:55:47.710><c> now</c><02:55:47.830><c> my</c><02:55:48.011><c> browser</c><02:55:48.340><c> is</c>

02:55:48.690 --> 02:55:48.700 align:start position:0%
it'll work right now my browser is
 

02:55:48.700 --> 02:55:52.830 align:start position:0%
it'll work right now my browser is
running<02:55:48.730><c> -</c><02:55:49.530><c> it's</c><02:55:50.530><c> running</c><02:55:51.340><c> webassembly</c><02:55:51.910><c> we're</c>

02:55:52.830 --> 02:55:52.840 align:start position:0%
running - it's running webassembly we're
 

02:55:52.840 --> 02:55:54.930 align:start position:0%
running - it's running webassembly we're
hopefully<02:55:53.290><c> connecting</c><02:55:53.800><c> to</c><02:55:53.920><c> the</c><02:55:54.011><c> DHT</c><02:55:54.250><c> and</c>

02:55:54.930 --> 02:55:54.940 align:start position:0%
hopefully connecting to the DHT and
 

02:55:54.940 --> 02:55:57.270 align:start position:0%
hopefully connecting to the DHT and
finding<02:55:55.391><c> peers</c><02:55:55.601><c> to</c><02:55:55.750><c> connect</c><02:55:56.021><c> to</c><02:55:56.170><c> and</c><02:55:56.561><c> that</c>

02:55:57.270 --> 02:55:57.280 align:start position:0%
finding peers to connect to and that
 

02:55:57.280 --> 02:55:59.120 align:start position:0%
finding peers to connect to and that
process<02:55:57.460><c> go</c><02:55:57.880><c> smoothly</c><02:55:58.210><c> we'll</c><02:55:58.540><c> start</c><02:55:58.780><c> to</c><02:55:58.931><c> see</c>

02:55:59.120 --> 02:55:59.130 align:start position:0%
process go smoothly we'll start to see
 

02:55:59.130 --> 02:56:02.011 align:start position:0%
process go smoothly we'll start to see
Xerox<02:56:00.130><c> orders</c><02:56:00.521><c> coming</c><02:56:00.820><c> in</c><02:56:01.000><c> there's</c><02:56:01.660><c> a</c><02:56:01.750><c> lot</c>

02:56:02.011 --> 02:56:02.021 align:start position:0%
Xerox orders coming in there's a lot
 

02:56:02.021 --> 02:56:09.450 align:start position:0%
Xerox orders coming in there's a lot
about<02:56:06.420><c> yeah</c><02:56:07.530><c> I'm</c><02:56:08.530><c> using</c><02:56:08.771><c> my</c><02:56:09.011><c> house</c><02:56:09.221><c> but</c>

02:56:09.450 --> 02:56:09.460 align:start position:0%
about yeah I'm using my house but
 

02:56:09.460 --> 02:56:11.910 align:start position:0%
about yeah I'm using my house but
hopefully<02:56:10.000><c> we're</c><02:56:10.870><c> really</c><02:56:11.141><c> really</c><02:56:11.440><c> out</c><02:56:11.710><c> with</c>

02:56:11.910 --> 02:56:11.920 align:start position:0%
hopefully we're really really out with
 

02:56:11.920 --> 02:56:15.570 align:start position:0%
hopefully we're really really out with
our<02:56:12.160><c> Butler</c><02:56:12.880><c> graduates</c><02:56:13.181><c> teaser</c><02:56:14.580><c> when</c>

02:56:15.570 --> 02:56:15.580 align:start position:0%
our Butler graduates teaser when
 

02:56:15.580 --> 02:56:17.910 align:start position:0%
our Butler graduates teaser when
everyone<02:56:16.090><c> else</c><02:56:16.240><c> in</c><02:56:16.420><c> have</c><02:56:16.570><c> a</c><02:56:16.601><c> backup</c><02:56:16.920><c> video</c>

02:56:17.910 --> 02:56:17.920 align:start position:0%
everyone else in have a backup video
 

02:56:17.920 --> 02:56:24.180 align:start position:0%
everyone else in have a backup video
method<02:56:18.431><c> so</c><02:56:18.610><c> I</c><02:56:18.670><c> just</c><02:56:18.880><c> can't</c><02:56:22.050><c> this</c><02:56:23.050><c> would</c><02:56:23.860><c> be</c>

02:56:24.180 --> 02:56:24.190 align:start position:0%
method so I just can't this would be
 

02:56:24.190 --> 02:56:31.200 align:start position:0%
method so I just can't this would be
running<02:56:24.460><c> in</c><02:56:24.550><c> the</c><02:56:24.580><c> browser</c><02:56:28.860><c> so</c><02:56:29.860><c> hi</c><02:56:30.250><c> I</c><02:56:30.580><c> am</c><02:56:30.820><c> here</c>

02:56:31.200 --> 02:56:31.210 align:start position:0%
running in the browser so hi I am here
 

02:56:31.210 --> 02:56:34.261 align:start position:0%
running in the browser so hi I am here
to<02:56:31.330><c> talk</c><02:56:31.511><c> briefly</c><02:56:31.811><c> about</c><02:56:32.021><c> IP</c><02:56:32.681><c> LD</c><02:56:33.070><c> yeah</c><02:56:33.730><c> this</c><02:56:34.120><c> is</c>

02:56:34.261 --> 02:56:34.271 align:start position:0%
to talk briefly about IP LD yeah this is
 

02:56:34.271 --> 02:56:36.240 align:start position:0%
to talk briefly about IP LD yeah this is
one<02:56:34.420><c> of</c><02:56:34.511><c> the</c><02:56:34.650><c> interplanetary</c><02:56:35.650><c> and</c><02:56:35.920><c> family</c>

02:56:36.240 --> 02:56:36.250 align:start position:0%
one of the interplanetary and family
 

02:56:36.250 --> 02:56:38.400 align:start position:0%
one of the interplanetary and family
projects<02:56:36.851><c> the</c><02:56:37.181><c> IP</c><02:56:37.391><c> is</c><02:56:37.601><c> for</c><02:56:38.080><c> interplanetary</c>

02:56:38.400 --> 02:56:38.410 align:start position:0%
projects the IP is for interplanetary
 

02:56:38.410 --> 02:56:41.970 align:start position:0%
projects the IP is for interplanetary
the<02:56:38.950><c> LD</c><02:56:39.370><c> is</c><02:56:39.490><c> for</c><02:56:39.761><c> linked</c><02:56:40.030><c> data</c><02:56:40.300><c> so</c><02:56:41.050><c> the</c><02:56:41.410><c> IP</c><02:56:41.590><c> part</c>

02:56:41.970 --> 02:56:41.980 align:start position:0%
the LD is for linked data so the IP part
 

02:56:41.980 --> 02:56:45.150 align:start position:0%
the LD is for linked data so the IP part
sort<02:56:42.670><c> of</c><02:56:42.761><c> just</c><02:56:42.971><c> like</c><02:56:43.271><c> shared</c><02:56:44.200><c> identity</c><02:56:44.771><c> with</c>

02:56:45.150 --> 02:56:45.160 align:start position:0%
sort of just like shared identity with
 

02:56:45.160 --> 02:56:46.620 align:start position:0%
sort of just like shared identity with
the<02:56:45.190><c> ipfs</c><02:56:45.730><c> project</c><02:56:46.120><c> which</c><02:56:46.210><c> is</c><02:56:46.360><c> where</c><02:56:46.511><c> this</c>

02:56:46.620 --> 02:56:46.630 align:start position:0%
the ipfs project which is where this
 

02:56:46.630 --> 02:56:48.690 align:start position:0%
the ipfs project which is where this
comes<02:56:46.811><c> out</c><02:56:47.141><c> of</c><02:56:47.290><c> but</c><02:56:47.530><c> also</c><02:56:47.681><c> of</c><02:56:47.920><c> course</c><02:56:48.160><c> part</c><02:56:48.641><c> of</c>

02:56:48.690 --> 02:56:48.700 align:start position:0%
comes out of but also of course part of
 

02:56:48.700 --> 02:56:49.701 align:start position:0%
comes out of but also of course part of
the<02:56:48.820><c> nation-state</c>

02:56:49.701 --> 02:56:49.711 align:start position:0%
the nation-state
 

02:56:49.711 --> 02:56:52.551 align:start position:0%
the nation-state
we<02:56:50.671><c> want</c><02:56:50.911><c> to</c><02:56:51.091><c> build</c><02:56:51.301><c> data</c><02:56:51.751><c> structures</c><02:56:52.200><c> and</c>

02:56:52.551 --> 02:56:52.561 align:start position:0%
we want to build data structures and
 

02:56:52.561 --> 02:56:54.261 align:start position:0%
we want to build data structures and
linking<02:56:53.011><c> conventions</c><02:56:53.610><c> which</c><02:56:53.730><c> are</c><02:56:53.881><c> good</c><02:56:54.150><c> for</c>

02:56:54.261 --> 02:56:54.271 align:start position:0%
linking conventions which are good for
 

02:56:54.271 --> 02:56:55.821 align:start position:0%
linking conventions which are good for
when<02:56:54.570><c> we're</c><02:56:54.721><c> building</c><02:56:54.841><c> applications</c><02:56:55.621><c> that</c>

02:56:55.821 --> 02:56:55.831 align:start position:0%
when we're building applications that
 

02:56:55.831 --> 02:56:58.281 align:start position:0%
when we're building applications that
work<02:56:56.101><c> at</c><02:56:56.371><c> extremely</c><02:56:57.030><c> high</c><02:56:57.181><c> latency</c><02:56:57.601><c> offline</c>

02:56:58.281 --> 02:56:58.291 align:start position:0%
work at extremely high latency offline
 

02:56:58.291 --> 02:57:01.850 align:start position:0%
work at extremely high latency offline
and<02:56:58.621><c> interplanetary</c><02:56:59.371><c> galactic</c><02:57:00.181><c> whatever</c><02:57:00.860><c> so</c>

02:57:01.850 --> 02:57:01.860 align:start position:0%
and interplanetary galactic whatever so
 

02:57:01.860 --> 02:57:04.310 align:start position:0%
and interplanetary galactic whatever so
to<02:57:02.730><c> build</c><02:57:02.911><c> data</c><02:57:03.211><c> structures</c><02:57:03.661><c> for</c><02:57:03.690><c> distributed</c>

02:57:04.310 --> 02:57:04.320 align:start position:0%
to build data structures for distributed
 

02:57:04.320 --> 02:57:06.861 align:start position:0%
to build data structures for distributed
applications<02:57:04.831><c> on</c><02:57:04.950><c> this</c><02:57:05.070><c> scale</c><02:57:05.631><c> we</c><02:57:06.631><c> need</c><02:57:06.690><c> to</c>

02:57:06.861 --> 02:57:06.871 align:start position:0%
applications on this scale we need to
 

02:57:06.871 --> 02:57:08.541 align:start position:0%
applications on this scale we need to
get<02:57:06.990><c> a</c><02:57:07.021><c> couple</c><02:57:07.291><c> of</c><02:57:07.381><c> things</c><02:57:07.711><c> that</c><02:57:08.161><c> are</c><02:57:08.311><c> like</c>

02:57:08.541 --> 02:57:08.551 align:start position:0%
get a couple of things that are like
 

02:57:08.551 --> 02:57:10.251 align:start position:0%
get a couple of things that are like
kind<02:57:08.851><c> of</c><02:57:08.881><c> a</c><02:57:08.971><c> great</c><02:57:09.211><c> opponent</c><02:57:09.450><c> foundational</c>

02:57:10.251 --> 02:57:10.261 align:start position:0%
kind of a great opponent foundational
 

02:57:10.261 --> 02:57:11.901 align:start position:0%
kind of a great opponent foundational
concepts<02:57:10.650><c> picked</c><02:57:10.891><c> out</c><02:57:11.070><c> so</c><02:57:11.280><c> one</c><02:57:11.431><c> of</c><02:57:11.521><c> those</c><02:57:11.730><c> is</c>

02:57:11.901 --> 02:57:11.911 align:start position:0%
concepts picked out so one of those is
 

02:57:11.911 --> 02:57:15.551 align:start position:0%
concepts picked out so one of those is
of<02:57:12.061><c> course</c><02:57:12.501><c> Merkel</c><02:57:13.501><c> ization</c><02:57:13.771><c> and</c><02:57:14.221><c> linking</c>

02:57:15.551 --> 02:57:15.561 align:start position:0%
of course Merkel ization and linking
 

02:57:15.561 --> 02:57:18.020 align:start position:0%
of course Merkel ization and linking
that's<02:57:16.561><c> such</c><02:57:16.711><c> a</c><02:57:16.740><c> gimme</c><02:57:17.131><c> in</c><02:57:17.400><c> this</c><02:57:17.551><c> audience</c><02:57:17.820><c> I'm</c>

02:57:18.020 --> 02:57:18.030 align:start position:0%
that's such a gimme in this audience I'm
 

02:57:18.030 --> 02:57:19.491 align:start position:0%
that's such a gimme in this audience I'm
not<02:57:18.150><c> gonna</c><02:57:18.360><c> talk</c><02:57:18.601><c> about</c><02:57:18.721><c> it</c><02:57:18.900><c> anymore</c><02:57:19.110><c> of</c>

02:57:19.491 --> 02:57:19.501 align:start position:0%
not gonna talk about it anymore of
 

02:57:19.501 --> 02:57:21.350 align:start position:0%
not gonna talk about it anymore of
course<02:57:19.621><c> we</c><02:57:19.891><c> need</c><02:57:20.011><c> actual</c><02:57:20.371><c> things</c><02:57:20.521><c> let's</c><02:57:21.150><c> just</c>

02:57:21.350 --> 02:57:21.360 align:start position:0%
course we need actual things let's just
 

02:57:21.360 --> 02:57:23.541 align:start position:0%
course we need actual things let's just
do<02:57:21.541><c> it</c><02:57:21.570><c> I</c><02:57:21.871><c> filled</c><02:57:22.681><c> the</c><02:57:22.801><c> air</c><02:57:22.891><c> some</c><02:57:23.070><c> specs</c><02:57:23.371><c> for</c>

02:57:23.541 --> 02:57:23.551 align:start position:0%
do it I filled the air some specs for
 

02:57:23.551 --> 02:57:26.331 align:start position:0%
do it I filled the air some specs for
how<02:57:23.730><c> to</c><02:57:23.791><c> do</c><02:57:24.030><c> anything</c><02:57:24.921><c> since</c><02:57:25.921><c> we</c><02:57:26.011><c> want</c><02:57:26.161><c> to</c><02:57:26.251><c> talk</c>

02:57:26.331 --> 02:57:26.341 align:start position:0%
how to do anything since we want to talk
 

02:57:26.341 --> 02:57:27.711 align:start position:0%
how to do anything since we want to talk
about<02:57:26.400><c> data</c><02:57:26.820><c> structures</c><02:57:27.121><c> the</c><02:57:27.360><c> other</c><02:57:27.480><c> thing</c><02:57:27.631><c> we</c>

02:57:27.711 --> 02:57:27.721 align:start position:0%
about data structures the other thing we
 

02:57:27.721 --> 02:57:29.571 align:start position:0%
about data structures the other thing we
have<02:57:27.811><c> to</c><02:57:27.931><c> figure</c><02:57:28.381><c> out</c><02:57:28.411><c> is</c><02:57:28.650><c> what</c><02:57:29.011><c> indeed</c><02:57:29.371><c> is</c><02:57:29.551><c> a</c>

02:57:29.571 --> 02:57:29.581 align:start position:0%
have to figure out is what indeed is a
 

02:57:29.581 --> 02:57:33.321 align:start position:0%
have to figure out is what indeed is a
data<02:57:29.911><c> structure</c><02:57:30.211><c> and</c><02:57:30.931><c> so</c><02:57:31.320><c> an</c><02:57:31.591><c> IPL</c><02:57:31.921><c> D</c><02:57:32.331><c> we're</c>

02:57:33.321 --> 02:57:33.331 align:start position:0%
data structure and so an IPL D we're
 

02:57:33.331 --> 02:57:35.001 align:start position:0%
data structure and so an IPL D we're
going<02:57:33.480><c> to</c><02:57:33.570><c> sort</c><02:57:33.751><c> of</c><02:57:33.811><c> aim</c><02:57:34.021><c> for</c><02:57:34.471><c> eventually</c>

02:57:35.001 --> 02:57:35.011 align:start position:0%
going to sort of aim for eventually
 

02:57:35.011 --> 02:57:37.190 align:start position:0%
going to sort of aim for eventually
getting<02:57:35.190><c> towards</c><02:57:35.551><c> some</c><02:57:35.730><c> data</c><02:57:36.631><c> definition</c>

02:57:37.190 --> 02:57:37.200 align:start position:0%
getting towards some data definition
 

02:57:37.200 --> 02:57:38.930 align:start position:0%
getting towards some data definition
languages<02:57:37.621><c> like</c><02:57:37.950><c> the</c><02:57:38.101><c> imagine</c><02:57:38.431><c> schemas</c><02:57:38.911><c> for</c>

02:57:38.930 --> 02:57:38.940 align:start position:0%
languages like the imagine schemas for
 

02:57:38.940 --> 02:57:40.751 align:start position:0%
languages like the imagine schemas for
databases<02:57:39.541><c> but</c><02:57:39.900><c> now</c><02:57:40.021><c> for</c><02:57:40.261><c> decentralized</c>

02:57:40.751 --> 02:57:40.761 align:start position:0%
databases but now for decentralized
 

02:57:40.761 --> 02:57:44.751 align:start position:0%
databases but now for decentralized
serialization<02:57:41.761><c> concepts</c><02:57:43.311><c> but</c><02:57:44.311><c> that's</c><02:57:44.641><c> going</c>

02:57:44.751 --> 02:57:44.761 align:start position:0%
serialization concepts but that's going
 

02:57:44.761 --> 02:57:46.131 align:start position:0%
serialization concepts but that's going
to<02:57:44.820><c> be</c><02:57:44.881><c> the</c><02:57:45.001><c> aim</c><02:57:45.181><c> and</c><02:57:45.661><c> we're</c><02:57:45.811><c> actually</c><02:57:45.931><c> going</c>

02:57:46.131 --> 02:57:46.141 align:start position:0%
to be the aim and we're actually going
 

02:57:46.141 --> 02:57:47.390 align:start position:0%
to be the aim and we're actually going
to<02:57:46.200><c> start</c><02:57:46.291><c> somewhere</c><02:57:46.591><c> a</c><02:57:46.711><c> little</c><02:57:46.801><c> simpler</c><02:57:47.251><c> and</c>

02:57:47.390 --> 02:57:47.400 align:start position:0%
to start somewhere a little simpler and
 

02:57:47.400 --> 02:57:49.310 align:start position:0%
to start somewhere a little simpler and
I<02:57:47.461><c> feel</c><02:57:47.671><c> deep</c><02:57:47.881><c> and</c><02:57:48.450><c> we</c><02:57:48.541><c> want</c><02:57:48.751><c> some</c><02:57:49.051><c> sort</c><02:57:49.230><c> of</c>

02:57:49.310 --> 02:57:49.320 align:start position:0%
I feel deep and we want some sort of
 

02:57:49.320 --> 02:57:52.371 align:start position:0%
I feel deep and we want some sort of
common<02:57:50.041><c> data</c><02:57:50.371><c> model</c><02:57:50.570><c> that</c><02:57:51.570><c> works</c><02:57:51.990><c> regardless</c>

02:57:52.371 --> 02:57:52.381 align:start position:0%
common data model that works regardless
 

02:57:52.381 --> 02:57:54.081 align:start position:0%
common data model that works regardless
of<02:57:52.771><c> how</c><02:57:52.980><c> you're</c><02:57:53.131><c> going</c><02:57:53.251><c> to</c><02:57:53.341><c> serialize</c><02:57:53.791><c> things</c>

02:57:54.081 --> 02:57:54.091 align:start position:0%
of how you're going to serialize things
 

02:57:54.091 --> 02:57:55.551 align:start position:0%
of how you're going to serialize things
and<02:57:54.421><c> regardless</c><02:57:54.811><c> of</c><02:57:54.871><c> the</c><02:57:54.961><c> application</c><02:57:55.471><c> logic</c>

02:57:55.551 --> 02:57:55.561 align:start position:0%
and regardless of the application logic
 

02:57:55.561 --> 02:57:57.341 align:start position:0%
and regardless of the application logic
you're<02:57:55.860><c> about</c><02:57:56.070><c> to</c><02:57:56.251><c> bring</c><02:57:56.371><c> on</c><02:57:56.551><c> top</c><02:57:56.761><c> of</c><02:57:56.881><c> it</c><02:57:57.001><c> so</c>

02:57:57.341 --> 02:57:57.351 align:start position:0%
you're about to bring on top of it so
 

02:57:57.351 --> 02:58:00.890 align:start position:0%
you're about to bring on top of it so
maybe<02:57:58.431><c> serialization</c><02:57:59.431><c> oriented</c><02:58:00.360><c> thinking</c>

02:58:00.890 --> 02:58:00.900 align:start position:0%
maybe serialization oriented thinking
 

02:58:00.900 --> 02:58:03.020 align:start position:0%
maybe serialization oriented thinking
about<02:58:01.291><c> the</c><02:58:01.381><c> data</c><02:58:01.561><c> model</c><02:58:01.860><c> but</c><02:58:02.490><c> not</c><02:58:02.671><c> like</c>

02:58:03.020 --> 02:58:03.030 align:start position:0%
about the data model but not like
 

02:58:03.030 --> 02:58:03.750 align:start position:0%
about the data model but not like
implement

02:58:03.750 --> 02:58:03.760 align:start position:0%
implement
 

02:58:03.760 --> 02:58:06.059 align:start position:0%
implement
-<02:58:03.970><c> fine</c><02:58:04.210><c> so</c><02:58:04.510><c> we</c><02:58:04.660><c> want</c><02:58:04.870><c> to</c><02:58:04.960><c> have</c><02:58:05.080><c> a</c><02:58:05.350><c> model</c><02:58:05.859><c> which</c>

02:58:06.059 --> 02:58:06.069 align:start position:0%
- fine so we want to have a model which
 

02:58:06.069 --> 02:58:08.309 align:start position:0%
- fine so we want to have a model which
feels<02:58:06.670><c> like</c><02:58:07.000><c> JSON</c><02:58:07.510><c> so</c><02:58:07.689><c> we</c><02:58:07.779><c> can</c><02:58:07.899><c> reason</c><02:58:08.260><c> about</c>

02:58:08.309 --> 02:58:08.319 align:start position:0%
feels like JSON so we can reason about
 

02:58:08.319 --> 02:58:10.950 align:start position:0%
feels like JSON so we can reason about
malison<02:58:09.010><c> lists</c><02:58:09.340><c> and</c><02:58:09.490><c> strings</c><02:58:09.670><c> and</c><02:58:09.970><c> so</c><02:58:10.120><c> on</c><02:58:10.270><c> but</c>

02:58:10.950 --> 02:58:10.960 align:start position:0%
malison lists and strings and so on but
 

02:58:10.960 --> 02:58:12.599 align:start position:0%
malison lists and strings and so on but
doesn't<02:58:11.229><c> need</c><02:58:11.290><c> to</c><02:58:11.410><c> be</c><02:58:11.500><c> defined</c><02:58:11.920><c> by</c><02:58:12.189><c> the</c><02:58:12.250><c> white</c>

02:58:12.599 --> 02:58:12.609 align:start position:0%
doesn't need to be defined by the white
 

02:58:12.609 --> 02:58:14.790 align:start position:0%
doesn't need to be defined by the white
4<02:58:12.819><c> byte</c><02:58:12.970><c> serialization</c><02:58:13.540><c> problems</c><02:58:14.140><c> up</c><02:58:14.290><c> to</c><02:58:14.470><c> JSON</c>

02:58:14.790 --> 02:58:14.800 align:start position:0%
4 byte serialization problems up to JSON
 

02:58:14.800 --> 02:58:16.290 align:start position:0%
4 byte serialization problems up to JSON
so<02:58:15.220><c> we</c><02:58:15.430><c> should</c><02:58:15.580><c> be</c><02:58:15.609><c> able</c><02:58:15.760><c> to</c><02:58:15.910><c> bring</c><02:58:16.060><c> something</c>

02:58:16.290 --> 02:58:16.300 align:start position:0%
so we should be able to bring something
 

02:58:16.300 --> 02:58:18.059 align:start position:0%
so we should be able to bring something
like<02:58:16.420><c> C</c><02:58:16.720><c> or</c><02:58:16.899><c> and</c><02:58:17.140><c> have</c><02:58:17.229><c> an</c><02:58:17.380><c> amount</c><02:58:17.680><c> the</c><02:58:17.890><c> same</c>

02:58:18.059 --> 02:58:18.069 align:start position:0%
like C or and have an amount the same
 

02:58:18.069 --> 02:58:20.309 align:start position:0%
like C or and have an amount the same
item<02:58:18.399><c> or</c><02:58:18.760><c> JSON</c><02:58:19.300><c> what</c><02:58:19.479><c> you</c><02:58:19.569><c> do</c><02:58:19.720><c> want</c><02:58:19.960><c> to</c><02:58:19.990><c> keep</c><02:58:20.170><c> up</c>

02:58:20.309 --> 02:58:20.319 align:start position:0%
item or JSON what you do want to keep up
 

02:58:20.319 --> 02:58:21.900 align:start position:0%
item or JSON what you do want to keep up
or<02:58:20.620><c> cut</c><02:58:21.069><c> above</c><02:58:21.279><c> when</c><02:58:21.460><c> you</c><02:58:21.550><c> all</c><02:58:21.700><c> make</c><02:58:21.880><c> this</c>

02:58:21.900 --> 02:58:21.910 align:start position:0%
or cut above when you all make this
 

02:58:21.910 --> 02:58:23.900 align:start position:0%
or cut above when you all make this
other<02:58:22.180><c> strategy</c><02:58:22.689><c> entirely</c><02:58:23.020><c> this</c><02:58:23.260><c> really</c><02:58:23.529><c> fast</c>

02:58:23.900 --> 02:58:23.910 align:start position:0%
other strategy entirely this really fast
 

02:58:23.910 --> 02:58:25.860 align:start position:0%
other strategy entirely this really fast
we<02:58:24.910><c> should</c><02:58:25.060><c> be</c><02:58:25.149><c> able</c><02:58:25.240><c> to</c><02:58:25.359><c> use</c><02:58:25.510><c> all</c><02:58:25.660><c> of</c><02:58:25.689><c> these</c>

02:58:25.860 --> 02:58:25.870 align:start position:0%
we should be able to use all of these
 

02:58:25.870 --> 02:58:27.900 align:start position:0%
we should be able to use all of these
things<02:58:26.109><c> interchangeably</c><02:58:26.740><c> this</c><02:58:27.609><c> is</c><02:58:27.729><c> what</c><02:58:27.880><c> I</c>

02:58:27.900 --> 02:58:27.910 align:start position:0%
things interchangeably this is what I
 

02:58:27.910 --> 02:58:29.820 align:start position:0%
things interchangeably this is what I
peel<02:58:28.149><c> D</c><02:58:28.270><c> is</c><02:58:28.359><c> about</c><02:58:28.479><c> standardizing</c><02:58:29.350><c> this</c><02:58:29.560><c> data</c>

02:58:29.820 --> 02:58:29.830 align:start position:0%
peel D is about standardizing this data
 

02:58:29.830 --> 02:58:31.200 align:start position:0%
peel D is about standardizing this data
model<02:58:30.160><c> and</c><02:58:30.279><c> making</c><02:58:30.670><c> it</c><02:58:30.760><c> connects</c><02:58:31.180><c> to</c>

02:58:31.200 --> 02:58:31.210 align:start position:0%
model and making it connects to
 

02:58:31.210 --> 02:58:33.120 align:start position:0%
model and making it connects to
everything<02:58:31.660><c> codec</c><02:58:32.410><c> should</c><02:58:32.620><c> be</c><02:58:32.740><c> able</c><02:58:32.890><c> to</c><02:58:32.979><c> come</c>

02:58:33.120 --> 02:58:33.130 align:start position:0%
everything codec should be able to come
 

02:58:33.130 --> 02:58:34.769 align:start position:0%
everything codec should be able to come
and<02:58:33.279><c> go</c><02:58:33.370><c> from</c><02:58:33.580><c> here</c><02:58:33.670><c> as</c><02:58:33.910><c> they</c><02:58:34.029><c> please</c>

02:58:34.769 --> 02:58:34.779 align:start position:0%
and go from here as they please
 

02:58:34.779 --> 02:58:38.400 align:start position:0%
and go from here as they please
now<02:58:35.590><c> once</c><02:58:35.920><c> we</c><02:58:36.130><c> have</c><02:58:36.490><c> a</c><02:58:36.939><c> state</c><02:58:37.450><c> model</c><02:58:37.630><c> we</c><02:58:38.260><c> can</c>

02:58:38.400 --> 02:58:38.410 align:start position:0%
now once we have a state model we can
 

02:58:38.410 --> 02:58:40.710 align:start position:0%
now once we have a state model we can
also<02:58:38.529><c> take</c><02:58:38.859><c> those</c><02:58:39.220><c> concepts</c><02:58:39.939><c> announcement</c>

02:58:40.710 --> 02:58:40.720 align:start position:0%
also take those concepts announcement
 

02:58:40.720 --> 02:58:43.260 align:start position:0%
also take those concepts announcement
lists<02:58:41.580><c> and</c><02:58:42.580><c> we</c><02:58:42.609><c> can</c><02:58:42.850><c> build</c><02:58:43.000><c> functional</c>

02:58:43.260 --> 02:58:43.270 align:start position:0%
lists and we can build functional
 

02:58:43.270 --> 02:58:45.840 align:start position:0%
lists and we can build functional
operations<02:58:43.930><c> on</c><02:58:44.050><c> top</c><02:58:44.319><c> of</c><02:58:44.470><c> these</c><02:58:44.620><c> like</c><02:58:45.250><c> any</c><02:58:45.640><c> kind</c>

02:58:45.840 --> 02:58:45.850 align:start position:0%
operations on top of these like any kind
 

02:58:45.850 --> 02:58:47.940 align:start position:0%
operations on top of these like any kind
of<02:58:45.910><c> traversal</c><02:58:46.479><c> and</c><02:58:46.660><c> fullness</c><02:58:47.020><c> or</c><02:58:47.410><c> selections</c>

02:58:47.940 --> 02:58:47.950 align:start position:0%
of traversal and fullness or selections
 

02:58:47.950 --> 02:58:48.990 align:start position:0%
of traversal and fullness or selections
that<02:58:48.100><c> you've</c><02:58:48.220><c> ever</c><02:58:48.370><c> heard</c><02:58:48.580><c> of</c><02:58:48.640><c> from</c><02:58:48.850><c> any</c>

02:58:48.990 --> 02:58:49.000 align:start position:0%
that you've ever heard of from any
 

02:58:49.000 --> 02:58:50.760 align:start position:0%
that you've ever heard of from any
functional<02:58:49.479><c> programming</c><02:58:49.779><c> language</c><02:58:50.080><c> we're</c>

02:58:50.760 --> 02:58:50.770 align:start position:0%
functional programming language we're
 

02:58:50.770 --> 02:58:52.200 align:start position:0%
functional programming language we're
trying<02:58:50.979><c> to</c><02:58:51.100><c> write</c><02:58:51.160><c> a</c><02:58:51.220><c> standardized</c><02:58:51.729><c> way</c><02:58:51.760><c> to</c><02:58:51.939><c> do</c>

02:58:52.200 --> 02:58:52.210 align:start position:0%
trying to write a standardized way to do
 

02:58:52.210 --> 02:58:56.370 align:start position:0%
trying to write a standardized way to do
this<02:58:52.390><c> on</c><02:58:52.630><c> top</c><02:58:52.960><c> of</c><02:58:53.170><c> this</c><02:58:53.740><c> table</c><02:58:54.270><c> so</c><02:58:55.270><c> if</c><02:58:55.750><c> you</c><02:58:56.109><c> have</c>

02:58:56.370 --> 02:58:56.380 align:start position:0%
this on top of this table so if you have
 

02:58:56.380 --> 02:58:58.769 align:start position:0%
this on top of this table so if you have
any<02:58:56.770><c> structure</c><02:58:57.399><c> that</c><02:58:57.430><c> you</c><02:58:57.939><c> can</c><02:58:57.970><c> map</c><02:58:58.359><c> into</c><02:58:58.750><c> the</c>

02:58:58.769 --> 02:58:58.779 align:start position:0%
any structure that you can map into the
 

02:58:58.779 --> 02:59:00.750 align:start position:0%
any structure that you can map into the
data<02:58:59.050><c> models</c><02:58:59.470><c> with</c><02:58:59.680><c> your</c><02:58:59.859><c> serialize</c><02:59:00.279><c> formats</c>

02:59:00.750 --> 02:59:00.760 align:start position:0%
data models with your serialize formats
 

02:59:00.760 --> 02:59:02.820 align:start position:0%
data models with your serialize formats
then<02:59:01.540><c> we</c><02:59:01.990><c> can</c><02:59:02.170><c> give</c><02:59:02.319><c> you</c><02:59:02.410><c> a</c><02:59:02.470><c> bunch</c><02:59:02.680><c> of</c>

02:59:02.820 --> 02:59:02.830 align:start position:0%
then we can give you a bunch of
 

02:59:02.830 --> 02:59:04.440 align:start position:0%
then we can give you a bunch of
libraries<02:59:03.399><c> where</c><02:59:03.729><c> these</c><02:59:03.850><c> charges</c><02:59:04.300><c> or</c>

02:59:04.440 --> 02:59:04.450 align:start position:0%
libraries where these charges or
 

02:59:04.450 --> 02:59:06.550 align:start position:0%
libraries where these charges or
thoughts<02:59:04.750><c> and</c><02:59:04.899><c> songs</c>

02:59:06.550 --> 02:59:06.560 align:start position:0%
thoughts and songs
 

02:59:06.560 --> 02:59:08.979 align:start position:0%
thoughts and songs
on<02:59:06.949><c> top</c><02:59:07.550><c> of</c><02:59:07.699><c> all</c><02:59:07.850><c> this</c><02:59:07.999><c> we</c><02:59:08.060><c> are</c><02:59:08.239><c> now</c><02:59:08.569><c> trying</c><02:59:08.810><c> to</c>

02:59:08.979 --> 02:59:08.989 align:start position:0%
on top of all this we are now trying to
 

02:59:08.989 --> 02:59:10.989 align:start position:0%
on top of all this we are now trying to
also<02:59:09.170><c> build</c><02:59:09.499><c> schemas</c><02:59:10.279><c> which</c><02:59:10.579><c> allow</c><02:59:10.819><c> you</c><02:59:10.880><c> to</c>

02:59:10.989 --> 02:59:10.999 align:start position:0%
also build schemas which allow you to
 

02:59:10.999 --> 02:59:12.639 align:start position:0%
also build schemas which allow you to
have<02:59:11.149><c> a</c><02:59:11.209><c> plan</c><02:59:11.420><c> the</c><02:59:11.899><c> way</c><02:59:12.020><c> you</c><02:59:12.079><c> interact</c><02:59:12.439><c> with</c>

02:59:12.639 --> 02:59:12.649 align:start position:0%
have a plan the way you interact with
 

02:59:12.649 --> 02:59:15.099 align:start position:0%
have a plan the way you interact with
your<02:59:12.770><c> data</c><02:59:13.119><c> name</c><02:59:14.119><c> sometimes</c><02:59:14.449><c> even</c><02:59:14.959><c> if</c><02:59:15.020><c> you</c>

02:59:15.099 --> 02:59:15.109 align:start position:0%
your data name sometimes even if you
 

02:59:15.109 --> 02:59:17.109 align:start position:0%
your data name sometimes even if you
don't<02:59:15.289><c> see</c><02:59:15.499><c> realized</c><02:59:15.800><c> schema</c><02:59:16.609><c> free</c><02:59:16.880><c> data</c>

02:59:17.109 --> 02:59:17.119 align:start position:0%
don't see realized schema free data
 

02:59:17.119 --> 02:59:31.809 align:start position:0%
don't see realized schema free data
analyst<02:59:17.600><c> Chema's</c><02:59:17.930><c> at</c><02:59:18.050><c> the</c><02:59:18.140><c> same</c><02:59:18.350><c> time</c><02:59:30.819><c> our</c>

02:59:31.809 --> 02:59:31.819 align:start position:0%
analyst Chema's at the same time our
 

02:59:31.819 --> 02:59:35.439 align:start position:0%
analyst Chema's at the same time our
research<02:59:32.779><c> I'm</c><02:59:33.560><c> a</c><02:59:33.619><c> researcher</c><02:59:34.220><c> from</c><02:59:34.760><c> total</c>

02:59:35.439 --> 02:59:35.449 align:start position:0%
research I'm a researcher from total
 

02:59:35.449 --> 02:59:37.929 align:start position:0%
research I'm a researcher from total
debt<02:59:35.630><c> top</c><02:59:36.079><c> Institute</c><02:59:36.529><c> of</c><02:59:36.649><c> Technology</c><02:59:37.310><c> so</c><02:59:37.550><c> I'm</c>

02:59:37.929 --> 02:59:37.939 align:start position:0%
debt top Institute of Technology so I'm
 

02:59:37.939 --> 02:59:39.699 align:start position:0%
debt top Institute of Technology so I'm
reading<02:59:38.149><c> in</c><02:59:38.359><c> Japan</c><02:59:38.659><c> that</c><02:59:38.689><c> they</c><02:59:38.989><c> welcome</c><02:59:39.529><c> you</c>

02:59:39.699 --> 02:59:39.709 align:start position:0%
reading in Japan that they welcome you
 

02:59:39.709 --> 02:59:43.149 align:start position:0%
reading in Japan that they welcome you
back<02:59:40.010><c> and</c><02:59:40.369><c> that</c><02:59:41.329><c> conduct</c><02:59:41.899><c> is</c><02:59:42.260><c> not</c><02:59:42.649><c> a</c><02:59:42.800><c> network</c>

02:59:43.149 --> 02:59:43.159 align:start position:0%
back and that conduct is not a network
 

02:59:43.159 --> 02:59:46.090 align:start position:0%
back and that conduct is not a network
research<02:59:43.760><c> and</c><02:59:44.119><c> I</c><02:59:44.569><c> give</c><02:59:45.319><c> you</c><02:59:45.350><c> an</c><02:59:45.619><c> information</c>

02:59:46.090 --> 02:59:46.100 align:start position:0%
research and I give you an information
 

02:59:46.100 --> 02:59:51.550 align:start position:0%
research and I give you an information
of<02:59:46.939><c> our</c><02:59:47.209><c> product</c><02:59:47.930><c> names</c><02:59:48.859><c> in</c><02:59:49.130><c> rock</c><02:59:49.369><c> in</c><02:59:49.670><c> a</c><02:59:50.560><c> public</c>

02:59:51.550 --> 02:59:51.560 align:start position:0%
of our product names in rock in a public
 

02:59:51.560 --> 02:59:55.330 align:start position:0%
of our product names in rock in a public
forest<02:59:52.489><c> blockchain</c><02:59:53.109><c> network</c><02:59:54.109><c> simulator</c><02:59:54.560><c> so</c>

02:59:55.330 --> 02:59:55.340 align:start position:0%
forest blockchain network simulator so
 

02:59:55.340 --> 03:00:02.080 align:start position:0%
forest blockchain network simulator so
you<02:59:55.699><c> see</c><02:59:55.970><c> now</c><02:59:56.300><c> that</c><02:59:58.180><c> when</c><02:59:59.180><c> you</c><02:59:59.359><c> adopt</c><03:00:00.579><c> 2015</c><03:00:01.579><c> and</c>

03:00:02.080 --> 03:00:02.090 align:start position:0%
you see now that when you adopt 2015 and
 

03:00:02.090 --> 03:00:06.670 align:start position:0%
you see now that when you adopt 2015 and
we<03:00:02.749><c> are</c><03:00:02.810><c> taking</c><03:00:03.670><c> Internet</c><03:00:04.899><c> emitter</c><03:00:05.899><c> and</c><03:00:06.289><c> wrote</c>

03:00:06.670 --> 03:00:06.680 align:start position:0%
we are taking Internet emitter and wrote
 

03:00:06.680 --> 03:00:09.639 align:start position:0%
we are taking Internet emitter and wrote
a<03:00:06.709><c> parameter</c><03:00:07.189><c> for</c><03:00:07.609><c> as</c><03:00:08.029><c> of</c><03:00:08.149><c> today</c><03:00:08.479><c> so</c><03:00:09.260><c> anyway</c>

03:00:09.639 --> 03:00:09.649 align:start position:0%
a parameter for as of today so anyway
 

03:00:09.649 --> 03:00:13.439 align:start position:0%
a parameter for as of today so anyway
you<03:00:10.430><c> see</c><03:00:10.670><c> make</c><03:00:11.329><c> dots</c><03:00:11.630><c> of</c><03:00:12.319><c> course</c><03:00:12.649><c> state</c>

03:00:13.439 --> 03:00:13.449 align:start position:0%
you see make dots of course state
 

03:00:13.449 --> 03:00:18.090 align:start position:0%
you see make dots of course state
represents<03:00:14.449><c> between</c><03:00:15.319><c> old</c><03:00:15.529><c> and</c><03:00:16.149><c> drive</c>

03:00:18.090 --> 03:00:18.100 align:start position:0%
represents between old and drive
 

03:00:18.100 --> 03:00:22.090 align:start position:0%
represents between old and drive
truncations<03:00:19.100><c> of</c><03:00:19.430><c> rocks</c><03:00:21.100><c> transmitting</c>

03:00:22.090 --> 03:00:22.100 align:start position:0%
truncations of rocks transmitting
 

03:00:22.100 --> 03:00:26.769 align:start position:0%
truncations of rocks transmitting
between<03:00:22.609><c> nodes</c><03:00:23.180><c> and</c><03:00:23.840><c> why</c><03:00:24.770><c> why</c><03:00:25.489><c> did</c><03:00:25.729><c> we</c><03:00:25.909><c> develop</c>

03:00:26.769 --> 03:00:26.779 align:start position:0%
between nodes and why why did we develop
 

03:00:26.779 --> 03:00:30.010 align:start position:0%
between nodes and why why did we develop
this<03:00:26.899><c> kind</c><03:00:27.140><c> of</c><03:00:27.350><c> software</c>

03:00:30.010 --> 03:00:30.020 align:start position:0%
 
 

03:00:30.020 --> 03:00:33.949 align:start position:0%
 
and<03:00:31.020><c> it's</c><03:00:31.859><c> very</c><03:00:32.039><c> kind</c><03:00:32.399><c> of</c><03:00:32.670><c> easy</c><03:00:33.149><c> to</c><03:00:33.300><c> find</c><03:00:33.630><c> this</c>

03:00:33.949 --> 03:00:33.959 align:start position:0%
and it's very kind of easy to find this
 

03:00:33.959 --> 03:00:37.160 align:start position:0%
and it's very kind of easy to find this
demonstration<03:00:34.920><c> test</c><03:00:35.489><c> by</c><03:00:35.729><c> searching</c><03:00:36.029><c> read</c><03:00:36.569><c> the</c>

03:00:37.160 --> 03:00:37.170 align:start position:0%
demonstration test by searching read the
 

03:00:37.170 --> 03:00:41.059 align:start position:0%
demonstration test by searching read the
QR<03:00:38.840><c> single</c><03:00:39.840><c> as</c><03:00:40.260><c> I</c><03:00:40.529><c> am</c>

03:00:41.059 --> 03:00:41.069 align:start position:0%
QR single as I am
 

03:00:41.069 --> 03:00:44.449 align:start position:0%
QR single as I am
Yosuke<03:00:42.029><c> and</c><03:00:42.479><c> visualizer</c><03:00:42.899><c> you</c><03:00:43.439><c> can</c><03:00:43.680><c> access</c><03:00:44.279><c> and</c>

03:00:44.449 --> 03:00:44.459 align:start position:0%
Yosuke and visualizer you can access and
 

03:00:44.459 --> 03:00:50.719 align:start position:0%
Yosuke and visualizer you can access and
see<03:00:44.699><c> on</c><03:00:44.970><c> your</c><03:00:45.149><c> browser</c><03:00:45.959><c> and</c><03:00:47.329><c> now</c><03:00:48.499><c> let</c><03:00:49.499><c> me</c><03:00:49.739><c> both</c>

03:00:50.719 --> 03:00:50.729 align:start position:0%
see on your browser and now let me both
 

03:00:50.729 --> 03:00:57.170 align:start position:0%
see on your browser and now let me both
to<03:00:50.970><c> you</c><03:00:51.060><c> might</c><03:00:54.079><c> go</c><03:00:55.340><c> talk</c><03:00:56.340><c> about</c><03:00:56.369><c> boys</c><03:00:56.909><c> of</c>

03:00:57.170 --> 03:00:57.180 align:start position:0%
to you might go talk about boys of
 

03:00:57.180 --> 03:00:59.330 align:start position:0%
to you might go talk about boys of
course<03:00:57.329><c> performance</c><03:00:57.959><c> and</c><03:00:58.170><c> we're</c><03:00:58.499><c> doing</c>

03:00:59.330 --> 03:00:59.340 align:start position:0%
course performance and we're doing
 

03:00:59.340 --> 03:01:03.279 align:start position:0%
course performance and we're doing
research<03:00:59.609><c> on</c><03:01:01.220><c> securities</c><03:01:02.220><c> and</c><03:01:02.520><c> we</c><03:01:02.880><c> give</c><03:01:03.180><c> a</c>

03:01:03.279 --> 03:01:03.289 align:start position:0%
research on securities and we give a
 

03:01:03.289 --> 03:01:06.649 align:start position:0%
research on securities and we give a
talk<03:01:04.289><c> about</c><03:01:04.770><c> our</c><03:01:05.039><c> security</c><03:01:05.310><c> search</c><03:01:05.789><c> about</c>

03:01:06.649 --> 03:01:06.659 align:start position:0%
talk about our security search about
 

03:01:06.659 --> 03:01:10.699 align:start position:0%
talk about our security search about
eternal<03:01:07.350><c> III</c><03:01:07.949><c> m</c><03:01:08.189><c> in</c><03:01:08.850><c> Thursday</c><03:01:09.630><c> writing</c><03:01:10.439><c> talk</c>

03:01:10.699 --> 03:01:10.709 align:start position:0%
eternal III m in Thursday writing talk
 

03:01:10.709 --> 03:01:20.390 align:start position:0%
eternal III m in Thursday writing talk
session<03:01:10.949><c> in</c><03:01:11.640><c> the</c><03:01:12.090><c> evening</c><03:01:12.439><c> so</c><03:01:17.300><c> your</c>

03:01:20.390 --> 03:01:20.400 align:start position:0%
 
 

03:01:20.400 --> 03:01:24.150 align:start position:0%
 
Sunanda<03:01:21.931><c> decided</c><03:01:22.931><c> about</c><03:01:23.051><c> the</c><03:01:23.381><c> sniper</c><03:01:23.771><c> and</c>

03:01:24.150 --> 03:01:24.160 align:start position:0%
Sunanda decided about the sniper and
 

03:01:24.160 --> 03:01:26.820 align:start position:0%
Sunanda decided about the sniper and
this<03:01:24.881><c> is</c><03:01:25.030><c> a</c><03:01:25.061><c> public</c><03:01:25.780><c> vote</c><03:01:26.080><c> senator</c><03:01:26.410><c> straight</c>

03:01:26.820 --> 03:01:26.830 align:start position:0%
this is a public vote senator straight
 

03:01:26.830 --> 03:01:30.390 align:start position:0%
this is a public vote senator straight
so<03:01:27.311><c> first</c><03:01:28.211><c> target</c><03:01:28.601><c> is</c><03:01:28.750><c> a</c><03:01:28.841><c> world</c><03:01:29.530><c> Bitcoin</c><03:01:30.221><c> right</c>

03:01:30.390 --> 03:01:30.400 align:start position:0%
so first target is a world Bitcoin right
 

03:01:30.400 --> 03:01:35.161 align:start position:0%
so first target is a world Bitcoin right
when<03:01:30.700><c> those</c><03:01:31.271><c> coin</c><03:01:31.601><c> and</c><03:01:32.641><c> naturally</c><03:01:33.641><c> of</c><03:01:33.931><c> 43m</c><03:01:34.931><c> and</c>

03:01:35.161 --> 03:01:35.171 align:start position:0%
when those coin and naturally of 43m and
 

03:01:35.171 --> 03:01:39.240 align:start position:0%
when those coin and naturally of 43m and
as<03:01:35.620><c> I</c><03:01:35.830><c> said</c><03:01:36.131><c> we</c><03:01:36.881><c> didn't</c><03:01:37.120><c> talk</c><03:01:37.240><c> about</c><03:01:38.250><c> consent</c>

03:01:39.240 --> 03:01:39.250 align:start position:0%
as I said we didn't talk about consent
 

03:01:39.250 --> 03:01:45.390 align:start position:0%
as I said we didn't talk about consent
and<03:01:39.900><c> we</c><03:01:41.431><c> provide</c><03:01:42.540><c> riser</c><03:01:43.540><c> and</c><03:01:43.961><c> we</c><03:01:44.681><c> provided</c>

03:01:45.390 --> 03:01:45.400 align:start position:0%
and we provide riser and we provided
 

03:01:45.400 --> 03:01:49.701 align:start position:0%
and we provide riser and we provided
demo<03:01:45.790><c> and</c><03:01:46.061><c> so</c><03:01:46.950><c> that's</c><03:01:47.950><c> right</c><03:01:48.160><c> as</c><03:01:48.370><c> you</c><03:01:48.580><c> do</c>

03:01:49.701 --> 03:01:49.711 align:start position:0%
demo and so that's right as you do
 

03:01:49.711 --> 03:01:52.890 align:start position:0%
demo and so that's right as you do
routine<03:01:50.711><c> network</c><03:01:51.070><c> research</c><03:01:51.431><c> by</c><03:01:52.120><c> Josefa</c><03:01:52.480><c> I</c>

03:01:52.890 --> 03:01:52.900 align:start position:0%
routine network research by Josefa I
 

03:01:52.900 --> 03:01:57.381 align:start position:0%
routine network research by Josefa I
seem<03:01:53.561><c> to</c><03:01:53.740><c> find</c><03:01:54.311><c> on</c><03:01:54.671><c> it</c><03:01:55.091><c> on</c><03:01:55.391><c> the</c><03:01:55.841><c> type</c>

03:01:57.381 --> 03:01:57.391 align:start position:0%
seem to find on it on the type
 

03:01:57.391 --> 03:02:05.720 align:start position:0%
seem to find on it on the type
interchanging<03:01:58.391><c> that</c><03:01:58.601><c> you</c><03:01:58.750><c> do</c><03:01:59.471><c> your</c><03:01:59.650><c> research</c>

03:02:05.720 --> 03:02:05.730 align:start position:0%
 
 

03:02:05.730 --> 03:02:09.780 align:start position:0%
 
say<03:02:06.730><c> like</c><03:02:06.910><c> we'll</c><03:02:07.120><c> do</c><03:02:07.211><c> you</c><03:02:07.271><c> like</c><03:02:08.040><c> around</c><03:02:09.040><c> 25</c>

03:02:09.780 --> 03:02:09.790 align:start position:0%
say like we'll do you like around 25
 

03:02:09.790 --> 03:02:12.680 align:start position:0%
say like we'll do you like around 25
minutes<03:02:09.971><c> or</c><03:02:10.450><c> 20</c><03:02:10.721><c> minutes</c><03:02:10.750><c> and</c><03:02:11.051><c> small</c><03:02:11.290><c> groups</c>

03:02:12.680 --> 03:02:12.690 align:start position:0%
minutes or 20 minutes and small groups
 

03:02:12.690 --> 03:02:18.609 align:start position:0%
minutes or 20 minutes and small groups
what<03:02:13.690><c> if</c><03:02:13.780><c> okay</c><03:02:13.990><c> that's</c><03:02:14.141><c> it</c><03:02:14.440><c> smugglers</c>

03:02:18.609 --> 03:02:18.619 align:start position:0%
 
 

03:02:18.619 --> 03:02:21.080 align:start position:0%
 
and<03:02:19.619><c> then</c><03:02:19.859><c> we'll</c><03:02:20.100><c> come</c><03:02:20.369><c> back</c><03:02:20.399><c> here</c><03:02:20.550><c> report</c>

03:02:21.080 --> 03:02:21.090 align:start position:0%
and then we'll come back here report
 

03:02:21.090 --> 03:02:22.350 align:start position:0%
and then we'll come back here report
back

03:02:22.350 --> 03:02:22.360 align:start position:0%
back
 

03:02:22.360 --> 03:02:31.630 align:start position:0%
back
[Music]

03:02:31.630 --> 03:02:31.640 align:start position:0%
 
 

03:02:31.640 --> 03:02:36.309 align:start position:0%
 
okay<03:02:33.489><c> so</c><03:02:34.489><c> for</c><03:02:34.670><c> the</c><03:02:34.729><c> small</c><03:02:34.939><c> groups</c><03:02:35.210><c> but</c><03:02:36.170><c> it's</c>

03:02:36.309 --> 03:02:36.319 align:start position:0%
okay so for the small groups but it's
 

03:02:36.319 --> 03:02:38.559 align:start position:0%
okay so for the small groups but it's
like<03:02:36.470><c> basically</c><03:02:37.340><c> popcorn</c><03:02:38.029><c> office'</c><03:02:38.420><c> like</c>

03:02:38.559 --> 03:02:38.569 align:start position:0%
like basically popcorn office' like
 

03:02:38.569 --> 03:02:39.760 align:start position:0%
like basically popcorn office' like
raise<03:02:38.779><c> your</c><03:02:38.899><c> hand</c><03:02:39.080><c> and</c><03:02:39.229><c> say</c><03:02:39.380><c> something</c><03:02:39.680><c> about</c>

03:02:39.760 --> 03:02:39.770 align:start position:0%
raise your hand and say something about
 

03:02:39.770 --> 03:02:42.450 align:start position:0%
raise your hand and say something about
like<03:02:39.920><c> a</c><03:02:40.040><c> topic</c><03:02:40.489><c> they'd</c><03:02:40.670><c> like</c><03:02:40.939><c> to</c><03:02:40.970><c> discuss</c>

03:02:42.450 --> 03:02:42.460 align:start position:0%
like a topic they'd like to discuss
 

03:02:42.460 --> 03:02:45.070 align:start position:0%
like a topic they'd like to discuss
so<03:02:43.460><c> one</c><03:02:44.000><c> topic</c><03:02:44.330><c> I</c><03:02:44.449><c> would</c><03:02:44.569><c> just</c><03:02:44.750><c> like</c><03:02:45.050><c> to</c>

03:02:45.070 --> 03:02:45.080 align:start position:0%
so one topic I would just like to
 

03:02:45.080 --> 03:02:50.380 align:start position:0%
so one topic I would just like to
provide<03:02:45.380><c> for</c><03:02:45.560><c> myself</c><03:02:45.680><c> is</c><03:02:46.130><c> a</c><03:02:47.800><c> network</c><03:02:49.390><c> light</c>

03:02:50.380 --> 03:02:50.390 align:start position:0%
provide for myself is a network light
 

03:02:50.390 --> 03:03:11.801 align:start position:0%
provide for myself is a network light
what<03:02:51.430><c> is</c><03:02:52.430><c> there</c><03:02:52.609><c> like</c><03:02:52.960><c> networking</c><03:02:53.960><c> like</c><03:02:54.430><c> DHT</c>

03:03:11.801 --> 03:03:11.811 align:start position:0%
 
 

03:03:11.811 --> 03:03:17.290 align:start position:0%
 
funding<03:03:12.620><c> the</c><03:03:13.521><c> funding</c><03:03:13.730><c> boom</c><03:03:15.070><c> okay</c><03:03:16.240><c> any</c><03:03:17.240><c> other</c>

03:03:17.290 --> 03:03:17.300 align:start position:0%
funding the funding boom okay any other
 

03:03:17.300 --> 03:03:24.751 align:start position:0%
funding the funding boom okay any other
topics<03:03:17.721><c> this</c><03:03:19.511><c> browser</c><03:03:20.511><c> seemingly</c><03:03:23.050><c> that's</c>

03:03:24.751 --> 03:03:24.761 align:start position:0%
topics this browser seemingly that's
 

03:03:24.761 --> 03:03:48.301 align:start position:0%
topics this browser seemingly that's
building<03:03:25.761><c> browsers</c><03:03:26.210><c> or</c>

03:03:48.301 --> 03:03:48.311 align:start position:0%
 
 

03:03:48.311 --> 03:04:08.160 align:start position:0%
 
yeah

03:04:08.160 --> 03:04:08.170 align:start position:0%
 
 

03:04:08.170 --> 03:04:10.850 align:start position:0%
 
yeah

03:04:10.850 --> 03:04:10.860 align:start position:0%
 
 

03:04:10.860 --> 03:04:20.511 align:start position:0%
 
data<03:04:12.410><c> availability</c>

03:04:20.511 --> 03:04:20.521 align:start position:0%
 
 

03:04:20.521 --> 03:04:27.020 align:start position:0%
 
right

03:04:27.020 --> 03:04:27.030 align:start position:0%
 
 

03:04:27.030 --> 03:04:30.810 align:start position:0%
 
don't<03:04:28.030><c> worry</c><03:04:28.240><c> about</c><03:04:28.450><c> much</c><03:04:29.490><c> we</c><03:04:30.490><c> get</c><03:04:30.640><c> more</c>

03:04:30.810 --> 03:04:30.820 align:start position:0%
don't worry about much we get more
 

03:04:30.820 --> 03:04:37.020 align:start position:0%
don't worry about much we get more
granular<03:04:35.490><c> there's</c><03:04:36.490><c> actually</c><03:04:36.790><c> a</c><03:04:36.820><c> lot</c><03:04:37.000><c> more</c>

03:04:37.020 --> 03:04:37.030 align:start position:0%
granular there's actually a lot more
 

03:04:37.030 --> 03:04:38.640 align:start position:0%
granular there's actually a lot more
people<03:04:37.390><c> here</c><03:04:37.660><c> than</c><03:04:37.690><c> I</c><03:04:37.900><c> expected</c><03:04:38.320><c> so</c><03:04:38.380><c> if</c><03:04:38.561><c> you</c>

03:04:38.640 --> 03:04:38.650 align:start position:0%
people here than I expected so if you
 

03:04:38.650 --> 03:04:42.270 align:start position:0%
people here than I expected so if you
probably<03:04:39.010><c> just</c><03:04:39.190><c> do</c><03:04:39.370><c> it</c><03:04:40.320><c> yeah</c><03:04:41.320><c> I</c><03:04:41.351><c> think</c><03:04:41.650><c> so</c>

03:04:42.270 --> 03:04:42.280 align:start position:0%
probably just do it yeah I think so
 

03:04:42.280 --> 03:04:43.680 align:start position:0%
probably just do it yeah I think so
yeah<03:04:42.490><c> that's</c><03:04:42.760><c> really</c><03:04:42.910><c> like</c><03:04:43.061><c> a</c><03:04:43.180><c> like</c><03:04:43.450><c> a</c><03:04:43.480><c> big</c>

03:04:43.680 --> 03:04:43.690 align:start position:0%
yeah that's really like a like a big
 

03:04:43.690 --> 03:04:48.500 align:start position:0%
yeah that's really like a like a big
group<03:04:43.840><c> yeah</c><03:04:44.230><c> yeah</c><03:04:45.450><c> yeah</c><03:04:46.450><c> come</c><03:04:46.690><c> over</c><03:04:46.900><c> here</c>

03:04:48.500 --> 03:04:48.510 align:start position:0%
group yeah yeah yeah come over here
 

03:04:48.510 --> 03:05:07.970 align:start position:0%
group yeah yeah yeah come over here
boom<03:04:49.660><c> s</c><03:04:51.540><c> cars</c><03:04:56.550><c> maybe</c><03:04:57.550><c> I</c><03:04:57.670><c> put</c><03:04:58.000><c> it</c><03:05:00.750><c> yeah</c>

03:05:07.970 --> 03:05:07.980 align:start position:0%
 
 

03:05:07.980 --> 03:05:10.410 align:start position:0%
 
sorry

03:05:10.410 --> 03:05:10.420 align:start position:0%
sorry
 

03:05:10.420 --> 03:05:12.689 align:start position:0%
sorry
we<03:05:10.870><c> can</c><03:05:11.020><c> have</c><03:05:11.109><c> someone</c><03:05:11.380><c> take</c><03:05:11.680><c> back</c><03:05:12.130><c> the</c><03:05:12.550><c> life</c>

03:05:12.689 --> 03:05:12.699 align:start position:0%
we can have someone take back the life
 

03:05:12.699 --> 03:05:14.729 align:start position:0%
we can have someone take back the life
instantly<03:05:13.090><c> do</c><03:05:13.930><c> a</c><03:05:13.960><c> raise</c><03:05:14.170><c> our</c><03:05:14.319><c> hands</c><03:05:14.470><c> on</c><03:05:14.649><c> this</c>

03:05:14.729 --> 03:05:14.739 align:start position:0%
instantly do a raise our hands on this
 

03:05:14.739 --> 03:05:37.800 align:start position:0%
instantly do a raise our hands on this
hot<03:05:14.949><c> picture</c><03:05:15.340><c> there's</c><03:05:25.710><c> that</c><03:05:26.710><c> red</c><03:05:26.890><c> petals</c><03:05:27.520><c> red</c>

03:05:37.800 --> 03:05:37.810 align:start position:0%
 
 

03:05:37.810 --> 03:05:40.240 align:start position:0%
 
first<03:05:38.810><c> thing</c><03:05:38.960><c> you</c><03:05:39.020><c> little</c><03:05:39.229><c> next</c><03:05:39.710><c> you're</c>

03:05:40.240 --> 03:05:40.250 align:start position:0%
first thing you little next you're
 

03:05:40.250 --> 03:05:44.370 align:start position:0%
first thing you little next you're
single<03:05:40.700><c> if</c><03:05:41.600><c> you</c><03:05:41.720><c> own</c><03:05:41.810><c> the</c><03:05:41.960><c> interjects</c><03:05:42.710><c> purple</c>

03:05:44.370 --> 03:05:44.380 align:start position:0%
single if you own the interjects purple
 

03:05:44.380 --> 03:05:49.120 align:start position:0%
single if you own the interjects purple
said<03:05:45.380><c> again</c><03:05:46.510><c> 100</c><03:05:47.510><c> next</c><03:05:48.050><c> side</c><03:05:48.740><c> let</c><03:05:48.890><c> the</c><03:05:48.950><c> person</c>

03:05:49.120 --> 03:05:49.130 align:start position:0%
said again 100 next side let the person
 

03:05:49.130 --> 03:05:51.099 align:start position:0%
said again 100 next side let the person
finish<03:05:49.520><c> in</c><03:05:49.640><c> a</c><03:05:49.729><c> little</c><03:05:50.060><c> Kaltura</c><03:05:50.450><c> okay</c>

03:05:51.099 --> 03:05:51.109 align:start position:0%
finish in a little Kaltura okay
 

03:05:51.109 --> 03:05:52.420 align:start position:0%
finish in a little Kaltura okay
you'll<03:05:51.260><c> need</c><03:05:51.410><c> to</c><03:05:51.560><c> checked</c><03:05:51.800><c> on</c><03:05:51.950><c> something</c><03:05:52.250><c> with</c>

03:05:52.420 --> 03:05:52.430 align:start position:0%
you'll need to checked on something with
 

03:05:52.430 --> 03:05:53.860 align:start position:0%
you'll need to checked on something with
two<03:05:52.609><c> thumbs</c><03:05:52.819><c> up</c><03:05:52.939><c> everybody</c><03:05:53.420><c> the</c><03:05:53.479><c> person</c><03:05:53.750><c> will</c>

03:05:53.860 --> 03:05:53.870 align:start position:0%
two thumbs up everybody the person will
 

03:05:53.870 --> 03:05:58.120 align:start position:0%
two thumbs up everybody the person will
see<03:05:54.020><c> you</c><03:05:54.170><c> they</c><03:05:54.740><c> said</c><03:05:54.950><c> everyone</c><03:05:55.399><c> cool</c><03:05:57.130><c> yeah</c>

03:05:58.120 --> 03:05:58.130 align:start position:0%
see you they said everyone cool yeah
 

03:05:58.130 --> 03:06:09.400 align:start position:0%
see you they said everyone cool yeah
that's<03:05:58.910><c> nice</c><03:06:06.550><c> yes</c><03:06:07.550><c> so</c><03:06:07.790><c> I</c><03:06:08.149><c> really</c><03:06:08.390><c> liked</c><03:06:08.600><c> that</c><03:06:08.689><c> a</c>

03:06:09.400 --> 03:06:09.410 align:start position:0%
that's nice yes so I really liked that a
 

03:06:09.410 --> 03:06:11.950 align:start position:0%
that's nice yes so I really liked that a
lot<03:06:09.830><c> of</c><03:06:10.100><c> the</c><03:06:10.189><c> talks</c><03:06:10.430><c> had</c><03:06:10.780><c> social</c><03:06:11.780><c> and</c>

03:06:11.950 --> 03:06:11.960 align:start position:0%
lot of the talks had social and
 

03:06:11.960 --> 03:06:13.540 align:start position:0%
lot of the talks had social and
political<03:06:12.080><c> implications</c><03:06:13.010><c> and</c><03:06:13.189><c> likely</c><03:06:13.460><c> to</c>

03:06:13.540 --> 03:06:13.550 align:start position:0%
political implications and likely to
 

03:06:13.550 --> 03:06:16.179 align:start position:0%
political implications and likely to
talked<03:06:13.790><c> about</c><03:06:14.060><c> why</c><03:06:14.960><c> their</c><03:06:15.380><c> topic</c><03:06:15.740><c> why</c><03:06:15.950><c> their</c>

03:06:16.179 --> 03:06:16.189 align:start position:0%
talked about why their topic why their
 

03:06:16.189 --> 03:06:19.660 align:start position:0%
talked about why their topic why their
projects<03:06:16.670><c> were</c><03:06:16.819><c> important</c><03:06:17.479><c> to</c><03:06:18.670><c> system</c>

03:06:19.660 --> 03:06:19.670 align:start position:0%
projects were important to system
 

03:06:19.670 --> 03:06:22.540 align:start position:0%
projects were important to system
outside<03:06:20.450><c> of</c><03:06:20.600><c> just</c><03:06:20.780><c> like</c><03:06:21.220><c> here</c><03:06:22.220><c> at</c><03:06:22.340><c> a</c><03:06:22.370><c> whole</c>

03:06:22.540 --> 03:06:22.550 align:start position:0%
outside of just like here at a whole
 

03:06:22.550 --> 03:06:23.920 align:start position:0%
outside of just like here at a whole
stuff<03:06:22.790><c> which</c><03:06:23.000><c> is</c><03:06:23.120><c> important</c><03:06:23.479><c> also</c><03:06:23.600><c> but</c>

03:06:23.920 --> 03:06:23.930 align:start position:0%
stuff which is important also but
 

03:06:23.930 --> 03:06:34.040 align:start position:0%
stuff which is important also but
there's<03:06:24.290><c> no</c><03:06:24.590><c> limitations</c>

03:06:34.040 --> 03:06:34.050 align:start position:0%
 
 

03:06:34.050 --> 03:06:36.319 align:start position:0%
 
I<03:06:34.079><c> personally</c><03:06:34.800><c> and</c><03:06:35.369><c> I</c><03:06:35.699><c> would</c><03:06:35.880><c> say</c><03:06:36.029><c> that</c><03:06:36.210><c> in</c>

03:06:36.319 --> 03:06:36.329 align:start position:0%
I personally and I would say that in
 

03:06:36.329 --> 03:06:39.139 align:start position:0%
I personally and I would say that in
country<03:06:36.659><c> said</c><03:06:36.960><c> the</c><03:06:37.640><c> authoritarian</c><03:06:38.640><c> countries</c>

03:06:39.139 --> 03:06:39.149 align:start position:0%
country said the authoritarian countries
 

03:06:39.149 --> 03:06:42.529 align:start position:0%
country said the authoritarian countries
like<03:06:39.359><c> my</c><03:06:39.840><c> country</c><03:06:40.289><c> Venezuela</c><03:06:41.029><c> and</c><03:06:42.029><c> see</c><03:06:42.270><c> that</c>

03:06:42.529 --> 03:06:42.539 align:start position:0%
like my country Venezuela and see that
 

03:06:42.539 --> 03:06:43.760 align:start position:0%
like my country Venezuela and see that
there<03:06:42.720><c> are</c><03:06:42.750><c> some</c><03:06:42.930><c> lot</c><03:06:43.079><c> of</c><03:06:43.170><c> people</c><03:06:43.439><c> that</c><03:06:43.619><c> are</c>

03:06:43.760 --> 03:06:43.770 align:start position:0%
there are some lot of people that are
 

03:06:43.770 --> 03:06:45.710 align:start position:0%
there are some lot of people that are
actually<03:06:44.670><c> using</c><03:06:44.939><c> a</c><03:06:45.210><c> lot</c><03:06:45.359><c> of</c><03:06:45.420><c> peer-to-peer</c>

03:06:45.710 --> 03:06:45.720 align:start position:0%
actually using a lot of peer-to-peer
 

03:06:45.720 --> 03:06:48.260 align:start position:0%
actually using a lot of peer-to-peer
networks<03:06:46.520><c> there's</c><03:06:47.520><c> one</c><03:06:47.729><c> that</c><03:06:47.880><c> is</c><03:06:47.970><c> going</c><03:06:48.180><c> to</c>

03:06:48.260 --> 03:06:48.270 align:start position:0%
networks there's one that is going to
 

03:06:48.270 --> 03:06:50.840 align:start position:0%
networks there's one that is going to
our<03:06:48.420><c> chat</c><03:06:48.630><c> network</c><03:06:48.989><c> and</c><03:06:49.399><c> you</c><03:06:50.399><c> know</c><03:06:50.489><c> these</c><03:06:50.670><c> guys</c>

03:06:50.840 --> 03:06:50.850 align:start position:0%
our chat network and you know these guys
 

03:06:50.850 --> 03:06:53.719 align:start position:0%
our chat network and you know these guys
have<03:06:51.000><c> nothing</c><03:06:51.810><c> they</c><03:06:52.619><c> have</c><03:06:52.770><c> no</c><03:06:52.949><c> money</c><03:06:53.159><c> so</c>

03:06:53.719 --> 03:06:53.729 align:start position:0%
have nothing they have no money so
 

03:06:53.729 --> 03:06:54.950 align:start position:0%
have nothing they have no money so
they're<03:06:53.880><c> just</c><03:06:54.090><c> doing</c><03:06:54.270><c> all</c><03:06:54.569><c> this</c>

03:06:54.950 --> 03:06:54.960 align:start position:0%
they're just doing all this
 

03:06:54.960 --> 03:06:57.710 align:start position:0%
they're just doing all this
together<03:06:55.680><c> they</c><03:06:56.010><c> you</c><03:06:56.369><c> can</c><03:06:56.550><c> find</c><03:06:56.760><c> it</c><03:06:56.909><c> on</c><03:06:57.359><c> Twitter</c>

03:06:57.710 --> 03:06:57.720 align:start position:0%
together they you can find it on Twitter
 

03:06:57.720 --> 03:07:00.319 align:start position:0%
together they you can find it on Twitter
it's<03:06:57.930><c> called</c><03:06:58.170><c> logic</c><03:06:58.529><c> Network</c><03:06:58.920><c> and</c><03:06:59.220><c> this</c><03:07:00.180><c> is</c>

03:07:00.319 --> 03:07:00.329 align:start position:0%
it's called logic Network and this is
 

03:07:00.329 --> 03:07:02.200 align:start position:0%
it's called logic Network and this is
what<03:07:00.449><c> we</c><03:07:00.569><c> do</c><03:07:00.689><c> is</c><03:07:00.840><c> use</c><03:07:00.989><c> a</c><03:07:01.140><c> mesh</c><03:07:01.319><c> network</c><03:07:01.350><c> and</c>

03:07:02.200 --> 03:07:02.210 align:start position:0%
what we do is use a mesh network and
 

03:07:02.210 --> 03:07:04.429 align:start position:0%
what we do is use a mesh network and
they're<03:07:03.210><c> just</c><03:07:03.390><c> communicating</c><03:07:03.989><c> between</c><03:07:04.079><c> them</c>

03:07:04.429 --> 03:07:04.439 align:start position:0%
they're just communicating between them
 

03:07:04.439 --> 03:07:06.769 align:start position:0%
they're just communicating between them
and<03:07:04.949><c> also</c><03:07:05.159><c> they're</c><03:07:05.399><c> listening</c><03:07:05.729><c> for</c><03:07:05.789><c> Bitcoin</c>

03:07:06.769 --> 03:07:06.779 align:start position:0%
and also they're listening for Bitcoin
 

03:07:06.779 --> 03:07:09.469 align:start position:0%
and also they're listening for Bitcoin
transactions<03:07:07.350><c> and</c><03:07:07.770><c> I</c><03:07:07.979><c> find</c><03:07:08.220><c> this</c><03:07:08.310><c> super</c><03:07:08.489><c> super</c>

03:07:09.469 --> 03:07:09.479 align:start position:0%
transactions and I find this super super
 

03:07:09.479 --> 03:07:11.210 align:start position:0%
transactions and I find this super super
amazing<03:07:10.319><c> that</c><03:07:10.439><c> these</c><03:07:10.529><c> guys</c><03:07:10.710><c> are</c><03:07:10.920><c> doing</c><03:07:11.010><c> this</c>

03:07:11.210 --> 03:07:11.220 align:start position:0%
amazing that these guys are doing this
 

03:07:11.220 --> 03:07:13.219 align:start position:0%
amazing that these guys are doing this
 news<03:07:11.789><c> because</c><03:07:12.210><c> you</c><03:07:12.479><c> know</c><03:07:13.050><c> they're</c><03:07:13.199><c> just</c>

03:07:13.219 --> 03:07:13.229 align:start position:0%
 news because you know they're just
 

03:07:13.229 --> 03:07:16.010 align:start position:0%
 news because you know they're just
trying<03:07:13.800><c> to</c><03:07:13.920><c> find</c><03:07:14.159><c> ways</c><03:07:14.729><c> of</c><03:07:14.939><c> communicating</c><03:07:15.479><c> and</c>

03:07:16.010 --> 03:07:16.020 align:start position:0%
trying to find ways of communicating and
 

03:07:16.020 --> 03:07:19.630 align:start position:0%
trying to find ways of communicating and
avoiding<03:07:16.829><c> the</c><03:07:17.520><c> government</c><03:07:18.060><c> because</c>

03:07:19.630 --> 03:07:19.640 align:start position:0%
avoiding the government because
 

03:07:19.640 --> 03:07:23.059 align:start position:0%
avoiding the government because
personally<03:07:20.640><c> I</c><03:07:20.789><c> was</c><03:07:21.890><c> targeted</c><03:07:22.890><c> by</c><03:07:23.010><c> the</c>

03:07:23.059 --> 03:07:23.069 align:start position:0%
personally I was targeted by the
 

03:07:23.069 --> 03:07:26.000 align:start position:0%
personally I was targeted by the
government<03:07:23.609><c> in</c><03:07:24.119><c> Venezuela</c><03:07:24.600><c> when</c><03:07:24.840><c> I</c><03:07:24.869><c> was</c><03:07:25.109><c> doing</c>

03:07:26.000 --> 03:07:26.010 align:start position:0%
government in Venezuela when I was doing
 

03:07:26.010 --> 03:07:29.990 align:start position:0%
government in Venezuela when I was doing
a<03:07:26.279><c> revolution</c><03:07:27.090><c> kind</c><03:07:27.390><c> of</c><03:07:27.510><c> and</c><03:07:28.609><c> like</c><03:07:29.609><c> they</c><03:07:29.789><c> look</c>

03:07:29.990 --> 03:07:30.000 align:start position:0%
a revolution kind of and like they look
 

03:07:30.000 --> 03:07:33.170 align:start position:0%
a revolution kind of and like they look
on<03:07:30.390><c> my</c><03:07:30.600><c> social</c><03:07:31.109><c> media</c><03:07:31.590><c> they</c><03:07:32.550><c> become</c><03:07:32.850><c> all</c><03:07:33.000><c> my</c>

03:07:33.170 --> 03:07:33.180 align:start position:0%
on my social media they become all my
 

03:07:33.180 --> 03:07:36.469 align:start position:0%
on my social media they become all my
stuff<03:07:33.449><c> so</c><03:07:33.619><c> it's</c><03:07:34.619><c> like</c><03:07:34.909><c> very</c><03:07:35.909><c> important</c><03:07:36.329><c> that</c>

03:07:36.469 --> 03:07:36.479 align:start position:0%
stuff so it's like very important that
 

03:07:36.479 --> 03:07:38.210 align:start position:0%
stuff so it's like very important that
we<03:07:36.630><c> use</c><03:07:36.869><c> these</c><03:07:37.199><c> kind</c><03:07:37.380><c> of</c><03:07:37.500><c> networks</c><03:07:37.920><c> in</c><03:07:38.069><c> order</c>

03:07:38.210 --> 03:07:38.220 align:start position:0%
we use these kind of networks in order
 

03:07:38.220 --> 03:07:40.670 align:start position:0%
we use these kind of networks in order
to<03:07:38.340><c> communicate</c><03:07:38.930><c> even</c><03:07:39.930><c> more</c><03:07:40.170><c> it's</c><03:07:40.289><c> important</c>

03:07:40.670 --> 03:07:40.680 align:start position:0%
to communicate even more it's important
 

03:07:40.680 --> 03:07:42.319 align:start position:0%
to communicate even more it's important
in<03:07:40.800><c> these</c><03:07:40.920><c> countries</c><03:07:41.250><c> where</c><03:07:41.640><c> we</c><03:07:41.909><c> don't</c><03:07:42.090><c> have</c>

03:07:42.319 --> 03:07:42.329 align:start position:0%
in these countries where we don't have
 

03:07:42.329 --> 03:07:47.480 align:start position:0%
in these countries where we don't have
freedom

03:07:47.480 --> 03:07:47.490 align:start position:0%
 
 

03:07:47.490 --> 03:07:49.940 align:start position:0%
 
it's<03:07:48.060><c> more</c><03:07:48.270><c> like</c><03:07:48.420><c> a</c><03:07:48.450><c> question</c><03:07:48.770><c> is</c><03:07:49.770><c> it</c>

03:07:49.940 --> 03:07:49.950 align:start position:0%
it's more like a question is it
 

03:07:49.950 --> 03:07:51.920 align:start position:0%
it's more like a question is it
important<03:07:50.430><c> for</c><03:07:50.640><c> these</c><03:07:50.729><c> countries</c><03:07:50.970><c> that</c><03:07:51.540><c> these</c>

03:07:51.920 --> 03:07:51.930 align:start position:0%
important for these countries that these
 

03:07:51.930 --> 03:07:57.469 align:start position:0%
important for these countries that these
systems<03:07:52.320><c> work</c><03:07:52.800><c> on</c><03:07:53.130><c> mobile</c><03:07:54.560><c> 100%</c><03:07:55.560><c> because</c><03:07:56.479><c> they</c>

03:07:57.469 --> 03:07:57.479 align:start position:0%
systems work on mobile 100% because they
 

03:07:57.479 --> 03:07:59.000 align:start position:0%
systems work on mobile 100% because they
don't<03:07:57.660><c> have</c><03:07:57.750><c> computers</c><03:07:58.170><c> how</c><03:07:58.380><c> much</c><03:07:58.530><c> does</c><03:07:58.979><c> it</c>

03:07:59.000 --> 03:07:59.010 align:start position:0%
don't have computers how much does it
 

03:07:59.010 --> 03:08:02.840 align:start position:0%
don't have computers how much does it
cost<03:07:59.130><c> the</c><03:07:59.340><c> computer</c><03:07:59.700><c> 500</c><03:08:00.270><c> $700</c><03:08:01.160><c> $800</c><03:08:02.160><c> and</c><03:08:02.400><c> the</c>

03:08:02.840 --> 03:08:02.850 align:start position:0%
cost the computer 500 $700 $800 and the
 

03:08:02.850 --> 03:08:06.350 align:start position:0%
cost the computer 500 $700 $800 and the
mobile<03:08:03.150><c> phone</c><03:08:03.330><c> in</c><03:08:03.479><c> Casa</c><03:08:03.690><c> anyone</c><03:08:04.350><c> $80</c><03:08:04.950><c> $90</c><03:08:05.700><c> so</c>

03:08:06.350 --> 03:08:06.360 align:start position:0%
mobile phone in Casa anyone $80 $90 so
 

03:08:06.360 --> 03:08:09.260 align:start position:0%
mobile phone in Casa anyone $80 $90 so
yes<03:08:06.810><c> it</c><03:08:07.200><c> is</c><03:08:07.260><c> super</c><03:08:07.800><c> important</c><03:08:08.280><c> and</c><03:08:08.520><c> also</c><03:08:08.880><c> in</c>

03:08:09.260 --> 03:08:09.270 align:start position:0%
yes it is super important and also in
 

03:08:09.270 --> 03:08:11.630 align:start position:0%
yes it is super important and also in
Africa<03:08:09.600><c> in</c><03:08:10.170><c> Africa</c><03:08:10.530><c> the</c><03:08:10.710><c> African</c><03:08:11.070><c> Regency</c><03:08:11.490><c> is</c>

03:08:11.630 --> 03:08:11.640 align:start position:0%
Africa in Africa the African Regency is
 

03:08:11.640 --> 03:08:13.100 align:start position:0%
Africa in Africa the African Regency is
super<03:08:12.030><c> important</c><03:08:12.420><c> that</c><03:08:12.450><c> we</c><03:08:12.630><c> have</c><03:08:12.780><c> these</c><03:08:12.870><c> kind</c>

03:08:13.100 --> 03:08:13.110 align:start position:0%
super important that we have these kind
 

03:08:13.110 --> 03:08:20.690 align:start position:0%
super important that we have these kind
of<03:08:13.140><c> connections</c><03:08:13.850><c> Java</c><03:08:14.850><c> 6</c><03:08:16.250><c> sorry</c><03:08:17.250><c> Java</c><03:08:17.940><c> 6</c><03:08:19.670><c> yes</c>

03:08:20.690 --> 03:08:20.700 align:start position:0%
of connections Java 6 sorry Java 6 yes
 

03:08:20.700 --> 03:08:23.540 align:start position:0%
of connections Java 6 sorry Java 6 yes
hundred<03:08:21.300><c> I'm</c><03:08:21.840><c> also</c><03:08:22.200><c> we</c><03:08:22.320><c> have</c><03:08:22.500><c> this</c><03:08:23.190><c> kind</c><03:08:23.400><c> of</c>

03:08:23.540 --> 03:08:23.550 align:start position:0%
hundred I'm also we have this kind of
 

03:08:23.550 --> 03:08:29.210 align:start position:0%
hundred I'm also we have this kind of
phones<03:08:24.450><c> that</c><03:08:24.840><c> are</c><03:08:25.610><c> very</c><03:08:27.380><c> light</c><03:08:28.380><c> phones</c><03:08:28.920><c> they</c>

03:08:29.210 --> 03:08:29.220 align:start position:0%
phones that are very light phones they
 

03:08:29.220 --> 03:08:33.440 align:start position:0%
phones that are very light phones they
call<03:08:29.430><c> it</c><03:08:30.200><c> they're</c><03:08:31.200><c> reaching</c><03:08:31.470><c> like</c><03:08:31.950><c> $40</c><03:08:32.729><c> 50</c><03:08:33.270><c> RS</c>

03:08:33.440 --> 03:08:33.450 align:start position:0%
call it they're reaching like $40 50 RS
 

03:08:33.450 --> 03:08:34.219 align:start position:0%
call it they're reaching like $40 50 RS
phones

03:08:34.219 --> 03:08:34.229 align:start position:0%
phones
 

03:08:34.229 --> 03:08:37.640 align:start position:0%
phones
Chinese<03:08:34.950><c> phones</c><03:08:35.900><c> yeah</c><03:08:36.900><c> that's</c><03:08:37.140><c> what</c><03:08:37.530><c> people</c>

03:08:37.640 --> 03:08:37.650 align:start position:0%
Chinese phones yeah that's what people
 

03:08:37.650 --> 03:08:41.780 align:start position:0%
Chinese phones yeah that's what people
are<03:08:37.830><c> using</c><03:08:38.070><c> currently</c><03:08:40.160><c> doing</c><03:08:41.160><c> a</c><03:08:41.580><c> lot</c><03:08:41.670><c> of</c>

03:08:41.780 --> 03:08:41.790 align:start position:0%
are using currently doing a lot of
 

03:08:41.790 --> 03:08:44.690 align:start position:0%
are using currently doing a lot of
mobile<03:08:41.940><c> stuff</c><03:08:42.270><c> Network</c><03:08:42.780><c> glue</c><03:08:43.080><c> worth</c><03:08:43.770><c> in</c>

03:08:44.690 --> 03:08:44.700 align:start position:0%
mobile stuff Network glue worth in
 

03:08:44.700 --> 03:08:48.400 align:start position:0%
mobile stuff Network glue worth in
Ecuador<03:08:45.060><c> Peru</c><03:08:45.390><c> big</c><03:08:46.170><c> mobile</c><03:08:46.770><c> stuff</c><03:08:46.950><c> there</c><03:08:47.400><c> and</c>

03:08:48.400 --> 03:08:48.410 align:start position:0%
Ecuador Peru big mobile stuff there and
 

03:08:48.410 --> 03:08:52.660 align:start position:0%
Ecuador Peru big mobile stuff there and
actually<03:08:49.410><c> the</c><03:08:49.650><c> issue</c><03:08:49.770><c> is</c><03:08:50.040><c> auto</c><03:08:50.580><c> updating</c>

03:08:52.660 --> 03:08:52.670 align:start position:0%
actually the issue is auto updating
 

03:08:52.670 --> 03:08:56.480 align:start position:0%
actually the issue is auto updating
whatsoever<03:08:53.670><c> yes</c><03:08:54.060><c> there's</c><03:08:54.750><c> some</c><03:08:55.490><c> sometimes</c>

03:08:56.480 --> 03:08:56.490 align:start position:0%
whatsoever yes there's some sometimes
 

03:08:56.490 --> 03:08:57.890 align:start position:0%
whatsoever yes there's some sometimes
like<03:08:56.700><c> different</c><03:08:57.479><c> there's</c><03:08:57.630><c> like</c><03:08:57.780><c> different</c>

03:08:57.890 --> 03:08:57.900 align:start position:0%
like different there's like different
 

03:08:57.900 --> 03:08:59.780 align:start position:0%
like different there's like different
firewall<03:08:58.530><c> like</c><03:08:58.770><c> this</c><03:08:59.010><c> actually</c><03:08:59.190><c> happened</c><03:08:59.640><c> in</c>

03:08:59.780 --> 03:08:59.790 align:start position:0%
firewall like this actually happened in
 

03:08:59.790 --> 03:09:01.370 align:start position:0%
firewall like this actually happened in
real<03:08:59.820><c> life</c><03:09:00.210><c> like</c><03:09:00.420><c> we</c><03:09:00.810><c> were</c><03:09:00.930><c> about</c><03:09:01.110><c> to</c><03:09:01.260><c> do</c><03:09:01.350><c> a</c>

03:09:01.370 --> 03:09:01.380 align:start position:0%
real life like we were about to do a
 

03:09:01.380 --> 03:09:02.751 align:start position:0%
real life like we were about to do a
deployment<03:09:01.740><c> and</c><03:09:02.160><c> it</c>

03:09:02.751 --> 03:09:02.761 align:start position:0%
deployment and it
 

03:09:02.761 --> 03:09:04.610 align:start position:0%
deployment and it
or<03:09:03.000><c> enjoy</c><03:09:03.120><c> training</c><03:09:03.450><c> and</c><03:09:04.051><c> then</c><03:09:04.261><c> like</c><03:09:04.410><c> you</c><03:09:04.591><c> know</c>

03:09:04.610 --> 03:09:04.620 align:start position:0%
or enjoy training and then like you know
 

03:09:04.620 --> 03:09:06.081 align:start position:0%
or enjoy training and then like you know
some<03:09:04.950><c> house</c><03:09:05.131><c> some</c><03:09:05.551><c> of</c><03:09:05.671><c> the</c><03:09:05.730><c> phones</c><03:09:05.940><c> had</c>

03:09:06.081 --> 03:09:06.091 align:start position:0%
some house some of the phones had
 

03:09:06.091 --> 03:09:08.150 align:start position:0%
some house some of the phones had
updated<03:09:06.511><c> select</c><03:09:06.841><c> Android</c><03:09:07.620><c> ten</c><03:09:07.860><c> or</c><03:09:08.040><c> whatever</c>

03:09:08.150 --> 03:09:08.160 align:start position:0%
updated select Android ten or whatever
 

03:09:08.160 --> 03:09:11.121 align:start position:0%
updated select Android ten or whatever
might<03:09:08.551><c> go</c><03:09:09.181><c> to</c><03:09:09.301><c> us</c><03:09:09.450><c> they're</c><03:09:09.931><c> like</c><03:09:10.080><c> didn't</c><03:09:10.410><c> they</c>

03:09:11.121 --> 03:09:11.131 align:start position:0%
might go to us they're like didn't they
 

03:09:11.131 --> 03:09:13.280 align:start position:0%
might go to us they're like didn't they
have<03:09:11.311><c> added</c><03:09:11.881><c> some</c><03:09:12.061><c> new</c><03:09:12.181><c> firewall</c><03:09:12.690><c> things</c><03:09:13.021><c> so</c>

03:09:13.280 --> 03:09:13.290 align:start position:0%
have added some new firewall things so
 

03:09:13.290 --> 03:09:14.720 align:start position:0%
have added some new firewall things so
then<03:09:13.440><c> you</c><03:09:13.591><c> might</c><03:09:13.740><c> then</c><03:09:14.131><c> like</c><03:09:14.370><c> to</c><03:09:14.521><c> stay</c><03:09:14.671><c> to</c>

03:09:14.720 --> 03:09:14.730 align:start position:0%
then you might then like to stay to
 

03:09:14.730 --> 03:09:18.530 align:start position:0%
then you might then like to stay to
connect<03:09:15.181><c> to</c><03:09:15.301><c> the</c><03:09:15.421><c> emptiness</c><03:09:15.950><c> that</c><03:09:17.421><c> was</c><03:09:18.421><c> an</c>

03:09:18.530 --> 03:09:18.540 align:start position:0%
connect to the emptiness that was an
 

03:09:18.540 --> 03:09:23.591 align:start position:0%
connect to the emptiness that was an
issue

03:09:23.591 --> 03:09:23.601 align:start position:0%
 
 

03:09:23.601 --> 03:09:26.600 align:start position:0%
 
for<03:09:24.601><c> really</c><03:09:24.930><c> could</c><03:09:25.110><c> be</c><03:09:25.290><c> very</c><03:09:25.530><c> big</c><03:09:26.070><c> so</c><03:09:26.250><c> this</c><03:09:26.430><c> is</c>

03:09:26.600 --> 03:09:26.610 align:start position:0%
for really could be very big so this is
 

03:09:26.610 --> 03:09:29.030 align:start position:0%
for really could be very big so this is
holding<03:09:26.970><c> cosine</c><03:09:27.360><c> reduction</c><03:09:27.870><c> so</c><03:09:28.050><c> that's</c><03:09:28.290><c> that</c>

03:09:29.030 --> 03:09:29.040 align:start position:0%
holding cosine reduction so that's that
 

03:09:29.040 --> 03:09:32.450 align:start position:0%
holding cosine reduction so that's that
that's<03:09:29.340><c> the</c><03:09:29.610><c> point</c><03:09:29.820><c> right</c><03:09:30.061><c> for</c><03:09:30.930><c> me</c><03:09:31.050><c> for</c><03:09:31.380><c> out</c><03:09:31.530><c> of</c>

03:09:32.450 --> 03:09:32.460 align:start position:0%
that's the point right for me for out of
 

03:09:32.460 --> 03:09:33.890 align:start position:0%
that's the point right for me for out of
this<03:09:32.610><c> workshop</c><03:09:33.000><c> I</c><03:09:33.150><c> would</c><03:09:33.271><c> like</c><03:09:33.450><c> that's</c><03:09:33.750><c> like</c>

03:09:33.890 --> 03:09:33.900 align:start position:0%
this workshop I would like that's like
 

03:09:33.900 --> 03:09:35.870 align:start position:0%
this workshop I would like that's like
the<03:09:34.050><c> smallest</c><03:09:34.351><c> of</c><03:09:34.740><c> the</c><03:09:34.830><c> things</c><03:09:35.040><c> that</c><03:09:35.311><c> we</c><03:09:35.490><c> have</c>

03:09:35.870 --> 03:09:35.880 align:start position:0%
the smallest of the things that we have
 

03:09:35.880 --> 03:09:38.690 align:start position:0%
the smallest of the things that we have
to<03:09:36.660><c> do</c><03:09:36.840><c> projects</c><03:09:37.380><c> themselves</c><03:09:37.530><c> right</c><03:09:38.130><c> we're</c>

03:09:38.690 --> 03:09:38.700 align:start position:0%
to do projects themselves right we're
 

03:09:38.700 --> 03:09:40.850 align:start position:0%
to do projects themselves right we're
just<03:09:38.730><c> like</c><03:09:39.061><c> may</c><03:09:39.720><c> finally</c><03:09:40.230><c> be</c><03:09:40.351><c> censored</c>

03:09:40.850 --> 03:09:40.860 align:start position:0%
just like may finally be censored
 

03:09:40.860 --> 03:09:42.620 align:start position:0%
just like may finally be censored
Americans<03:09:41.430><c> but</c><03:09:41.610><c> probably</c><03:09:41.940><c> is</c><03:09:42.090><c> it</c><03:09:42.240><c> probably</c>

03:09:42.620 --> 03:09:42.630 align:start position:0%
Americans but probably is it probably
 

03:09:42.630 --> 03:09:43.970 align:start position:0%
Americans but probably is it probably
there<03:09:42.750><c> are</c><03:09:42.870><c> more</c><03:09:43.050><c> things</c><03:09:43.200><c> falling</c><03:09:43.500><c> in</c><03:09:43.740><c> fact</c>

03:09:43.970 --> 03:09:43.980 align:start position:0%
there are more things falling in fact
 

03:09:43.980 --> 03:09:46.970 align:start position:0%
there are more things falling in fact
like<03:09:44.190><c> I'm</c><03:09:44.610><c> thinking</c><03:09:44.790><c> for</c><03:09:45.120><c> example</c><03:09:45.170><c> okay</c><03:09:46.170><c> so</c><03:09:46.680><c> I</c>

03:09:46.970 --> 03:09:46.980 align:start position:0%
like I'm thinking for example okay so I
 

03:09:46.980 --> 03:09:49.460 align:start position:0%
like I'm thinking for example okay so I
am<03:09:47.220><c> a</c><03:09:47.311><c> developer</c><03:09:47.610><c> and</c><03:09:48.120><c> I</c><03:09:48.570><c> want</c><03:09:48.930><c> to</c><03:09:49.050><c> like</c><03:09:49.170><c> create</c>

03:09:49.460 --> 03:09:49.470 align:start position:0%
am a developer and I want to like create
 

03:09:49.470 --> 03:09:51.440 align:start position:0%
am a developer and I want to like create
for<03:09:49.830><c> example</c><03:09:49.890><c> you</c><03:09:50.250><c> know</c><03:09:50.370><c> about</c><03:09:50.521><c> a</c><03:09:50.580><c> lot</c><03:09:50.730><c> lately</c>

03:09:51.440 --> 03:09:51.450 align:start position:0%
for example you know about a lot lately
 

03:09:51.450 --> 03:09:53.990 align:start position:0%
for example you know about a lot lately
where<03:09:52.170><c> do</c><03:09:52.351><c> are</c><03:09:52.530><c> you</c><03:09:52.740><c> you</c><03:09:52.980><c> know</c><03:09:53.101><c> do</c><03:09:53.340><c> I</c><03:09:53.430><c> just</c><03:09:53.670><c> run</c>

03:09:53.990 --> 03:09:54.000 align:start position:0%
where do are you you know do I just run
 

03:09:54.000 --> 03:09:57.230 align:start position:0%
where do are you you know do I just run
at<03:09:54.210><c> least</c><03:09:54.740><c> jumping</c><03:09:55.740><c> like</c><03:09:55.980><c> whichever</c><03:09:56.640><c> project</c>

03:09:57.230 --> 03:09:57.240 align:start position:0%
at least jumping like whichever project
 

03:09:57.240 --> 03:09:59.091 align:start position:0%
at least jumping like whichever project
has<03:09:57.390><c> better</c><03:09:57.690><c> the</c><03:09:57.870><c> foundation</c><03:09:58.351><c> of</c><03:09:58.470><c> the</c><03:09:58.561><c> time</c><03:09:58.800><c> or</c>

03:09:59.091 --> 03:09:59.101 align:start position:0%
has better the foundation of the time or
 

03:09:59.101 --> 03:10:01.460 align:start position:0%
has better the foundation of the time or
is<03:09:59.220><c> there</c><03:09:59.370><c> like</c><03:09:59.570><c> sources</c><03:10:00.570><c> to</c><03:10:00.811><c> move</c><03:10:00.960><c> somewhere</c>

03:10:01.460 --> 03:10:01.470 align:start position:0%
is there like sources to move somewhere
 

03:10:01.470 --> 03:10:03.380 align:start position:0%
is there like sources to move somewhere
is<03:10:01.680><c> that</c><03:10:01.860><c> gonna</c><03:10:01.980><c> be</c><03:10:02.160><c> a</c><03:10:02.190><c> white</c><03:10:02.460><c> look</c><03:10:02.730><c> report</c><03:10:03.150><c> of</c>

03:10:03.380 --> 03:10:03.390 align:start position:0%
is that gonna be a white look report of
 

03:10:03.390 --> 03:10:05.210 align:start position:0%
is that gonna be a white look report of
like<03:10:03.570><c> which</c><03:10:03.840><c> stack</c><03:10:04.140><c> actually</c><03:10:04.650><c> works</c><03:10:04.950><c> and</c>

03:10:05.210 --> 03:10:05.220 align:start position:0%
like which stack actually works and
 

03:10:05.220 --> 03:10:07.100 align:start position:0%
like which stack actually works and
works<03:10:05.430><c> if</c><03:10:05.610><c> we</c><03:10:05.760><c> scale</c><03:10:06.150><c> and</c><03:10:06.570><c> like</c><03:10:06.811><c> you</c><03:10:06.960><c> know</c>

03:10:07.100 --> 03:10:07.110 align:start position:0%
works if we scale and like you know
 

03:10:07.110 --> 03:10:08.330 align:start position:0%
works if we scale and like you know
where<03:10:07.590><c> do</c><03:10:07.740><c> I</c><03:10:07.830><c> go</c>

03:10:08.330 --> 03:10:08.340 align:start position:0%
where do I go
 

03:10:08.340 --> 03:10:11.000 align:start position:0%
where do I go
orientate<03:10:08.880><c> myself</c><03:10:09.110><c> around</c><03:10:10.110><c> how</c><03:10:10.410><c> quite</c><03:10:10.740><c> great</c>

03:10:11.000 --> 03:10:11.010 align:start position:0%
orientate myself around how quite great
 

03:10:11.010 --> 03:10:13.011 align:start position:0%
orientate myself around how quite great
news<03:10:11.190><c> things</c><03:10:11.521><c> in</c><03:10:11.760><c> any</c><03:10:12.150><c> way</c><03:10:12.300><c> that</c><03:10:12.780><c> actually</c>

03:10:13.011 --> 03:10:13.021 align:start position:0%
news things in any way that actually
 

03:10:13.021 --> 03:10:15.591 align:start position:0%
news things in any way that actually
works<03:10:13.561><c> right</c><03:10:13.980><c> so</c><03:10:14.311><c> for</c><03:10:14.760><c> me</c><03:10:14.910><c> I</c><03:10:15.120><c> know</c><03:10:15.330><c> how</c><03:10:15.540><c> we</c>

03:10:15.591 --> 03:10:15.601 align:start position:0%
works right so for me I know how we
 

03:10:15.601 --> 03:10:17.360 align:start position:0%
works right so for me I know how we
would<03:10:15.780><c> even</c><03:10:15.930><c> call</c><03:10:16.140><c> that</c><03:10:16.200><c> right</c><03:10:16.680><c> and</c><03:10:16.920><c> maybe</c><03:10:17.190><c> you</c>

03:10:17.360 --> 03:10:17.370 align:start position:0%
would even call that right and maybe you
 

03:10:17.370 --> 03:10:18.860 align:start position:0%
would even call that right and maybe you
guys<03:10:17.610><c> disagree</c><03:10:17.970><c> maybe</c><03:10:18.180><c> there</c><03:10:18.480><c> is</c><03:10:18.570><c> a</c><03:10:18.601><c> place</c><03:10:18.750><c> in</c>

03:10:18.860 --> 03:10:18.870 align:start position:0%
guys disagree maybe there is a place in
 

03:10:18.870 --> 03:10:20.360 align:start position:0%
guys disagree maybe there is a place in
the<03:10:19.050><c> web</c><03:10:19.200><c> like</c><03:10:19.351><c> that</c><03:10:19.620><c> I</c><03:10:19.800><c> just</c><03:10:19.860><c> don't</c><03:10:20.220><c> know</c>

03:10:20.360 --> 03:10:20.370 align:start position:0%
the web like that I just don't know
 

03:10:20.370 --> 03:10:24.110 align:start position:0%
the web like that I just don't know
about<03:10:20.490><c> right</c><03:10:21.061><c> that</c><03:10:22.490><c> death</c><03:10:23.490><c> for</c><03:10:23.730><c> me</c><03:10:23.820><c> would</c><03:10:23.940><c> be</c>

03:10:24.110 --> 03:10:24.120 align:start position:0%
about right that death for me would be
 

03:10:24.120 --> 03:10:26.301 align:start position:0%
about right that death for me would be
interesting<03:10:24.630><c> but</c><03:10:24.720><c> Bunny</c><03:10:25.050><c> General</c><03:10:25.500><c> might</c><03:10:25.680><c> this</c>

03:10:26.301 --> 03:10:26.311 align:start position:0%
interesting but Bunny General might this
 

03:10:26.311 --> 03:10:27.920 align:start position:0%
interesting but Bunny General might this
is<03:10:26.460><c> one</c><03:10:26.670><c> of</c><03:10:26.700><c> my</c><03:10:26.910><c> points</c><03:10:27.090><c> like</c><03:10:27.360><c> this</c><03:10:27.540><c> source</c><03:10:27.780><c> it</c>

03:10:27.920 --> 03:10:27.930 align:start position:0%
is one of my points like this source it
 

03:10:27.930 --> 03:10:30.801 align:start position:0%
is one of my points like this source it
through<03:10:28.170><c> but</c><03:10:28.440><c> but</c><03:10:28.800><c> bigger</c><03:10:29.190><c> one</c><03:10:29.400><c> is</c><03:10:29.640><c> like</c><03:10:29.910><c> who</c>

03:10:30.801 --> 03:10:30.811 align:start position:0%
through but but bigger one is like who
 

03:10:30.811 --> 03:10:33.261 align:start position:0%
through but but bigger one is like who
has<03:10:30.960><c> ideas</c><03:10:31.170><c> for</c><03:10:31.530><c> what</c><03:10:31.950><c> is</c><03:10:32.101><c> actually</c><03:10:32.580><c> only</c><03:10:32.820><c> not</c>

03:10:33.261 --> 03:10:33.271 align:start position:0%
has ideas for what is actually only not
 

03:10:33.271 --> 03:10:35.180 align:start position:0%
has ideas for what is actually only not
only<03:10:33.390><c> the</c><03:10:33.811><c> beauty</c><03:10:34.021><c> probably</c><03:10:34.590><c> expect</c><03:10:34.920><c> right</c>

03:10:35.180 --> 03:10:35.190 align:start position:0%
only the beauty probably expect right
 

03:10:35.190 --> 03:10:37.850 align:start position:0%
only the beauty probably expect right
thus<03:10:35.370><c> we</c><03:10:35.490><c> be</c><03:10:35.640><c> headed</c><03:10:35.910><c> for</c><03:10:35.940><c> a</c><03:10:36.150><c> long</c><03:10:36.300><c> time</c><03:10:36.630><c> and</c><03:10:37.021><c> by</c>

03:10:37.850 --> 03:10:37.860 align:start position:0%
thus we be headed for a long time and by
 

03:10:37.860 --> 03:10:39.770 align:start position:0%
thus we be headed for a long time and by
the<03:10:37.890><c> way</c><03:10:38.070><c> like</c><03:10:38.280><c> I</c><03:10:38.460><c> I</c><03:10:38.790><c> really</c><03:10:39.510><c> like</c><03:10:39.630><c> the</c>

03:10:39.770 --> 03:10:39.780 align:start position:0%
the way like I I really like the
 

03:10:39.780 --> 03:10:41.870 align:start position:0%
the way like I I really like the
Harrises<03:10:40.170><c> talk</c><03:10:40.380><c> that</c><03:10:40.620><c> that</c><03:10:40.890><c> there</c><03:10:41.130><c> was</c><03:10:41.311><c> that</c>

03:10:41.870 --> 03:10:41.880 align:start position:0%
Harrises talk that that there was that
 

03:10:41.880 --> 03:10:44.270 align:start position:0%
Harrises talk that that there was that
there<03:10:42.090><c> was</c><03:10:42.300><c> there</c><03:10:42.601><c> was</c><03:10:42.860><c> listening</c><03:10:43.860><c> that</c><03:10:44.040><c> there</c>

03:10:44.270 --> 03:10:44.280 align:start position:0%
there was there was listening that there
 

03:10:44.280 --> 03:10:47.030 align:start position:0%
there was there was listening that there
was<03:10:44.430><c> one</c><03:10:45.000><c> point</c><03:10:45.180><c> six</c><03:10:45.450><c> million</c><03:10:45.690><c> since</c><03:10:46.230><c> 2013</c>

03:10:47.030 --> 03:10:47.040 align:start position:0%
was one point six million since 2013
 

03:10:47.040 --> 03:10:49.341 align:start position:0%
was one point six million since 2013
right<03:10:47.370><c> but</c><03:10:47.880><c> that's</c><03:10:48.030><c> the</c><03:10:48.180><c> money</c><03:10:48.450><c> and</c><03:10:48.840><c> I'm</c><03:10:49.170><c> also</c>

03:10:49.341 --> 03:10:49.351 align:start position:0%
right but that's the money and I'm also
 

03:10:49.351 --> 03:10:51.500 align:start position:0%
right but that's the money and I'm also
wondering<03:10:49.650><c> like</c><03:10:50.160><c> if</c><03:10:50.610><c> you</c><03:10:50.760><c> tried</c><03:10:51.030><c> counting</c>

03:10:51.500 --> 03:10:51.510 align:start position:0%
wondering like if you tried counting
 

03:10:51.510 --> 03:10:53.500 align:start position:0%
wondering like if you tried counting
contributors<03:10:52.110><c> time</c>

03:10:53.500 --> 03:10:53.510 align:start position:0%
contributors time
 

03:10:53.510 --> 03:10:55.360 align:start position:0%
contributors time
light<03:10:53.750><c> starts</c><03:10:54.140><c> very</c><03:10:54.319><c> qualified</c><03:10:54.649><c> people</c><03:10:54.920><c> so</c>

03:10:55.360 --> 03:10:55.370 align:start position:0%
light starts very qualified people so
 

03:10:55.370 --> 03:10:56.920 align:start position:0%
light starts very qualified people so
their<03:10:55.550><c> time</c><03:10:55.729><c> is</c><03:10:55.880><c> where</c><03:10:56.090><c> it</c><03:10:56.149><c> belongs</c><03:10:56.270><c> so</c><03:10:56.750><c> like</c>

03:10:56.920 --> 03:10:56.930 align:start position:0%
their time is where it belongs so like
 

03:10:56.930 --> 03:11:01.000 align:start position:0%
their time is where it belongs so like
how<03:10:57.140><c> do</c><03:10:57.200><c> we</c><03:10:57.500><c> you</c><03:10:57.890><c> know</c><03:10:57.920><c> met</c><03:10:58.420><c> with</c><03:10:59.420><c> them</c><03:10:59.740><c> who</c><03:11:00.740><c> are</c>

03:11:01.000 --> 03:11:01.010 align:start position:0%
how do we you know met with them who are
 

03:11:01.010 --> 03:11:07.360 align:start position:0%
how do we you know met with them who are
swiping

03:11:07.360 --> 03:11:07.370 align:start position:0%
 
 

03:11:07.370 --> 03:11:09.490 align:start position:0%
 
so<03:11:08.240><c> I</c><03:11:08.270><c> don't</c><03:11:08.540><c> think</c><03:11:08.750><c> what</c><03:11:08.899><c> book</c><03:11:09.050><c> or</c><03:11:09.170><c> Forsman</c>

03:11:09.490 --> 03:11:09.500 align:start position:0%
so I don't think what book or Forsman
 

03:11:09.500 --> 03:11:11.500 align:start position:0%
so I don't think what book or Forsman
out<03:11:09.620><c> that</c><03:11:09.890><c> much</c><03:11:10.100><c> but</c><03:11:10.670><c> I</c><03:11:10.880><c> think</c><03:11:11.210><c> this</c><03:11:11.359><c> is</c>

03:11:11.500 --> 03:11:11.510 align:start position:0%
out that much but I think this is
 

03:11:11.510 --> 03:11:12.969 align:start position:0%
out that much but I think this is
something<03:11:11.689><c> that</c><03:11:11.840><c> lifts</c><03:11:12.200><c> me</c><03:11:12.350><c> to</c><03:11:12.470><c> meet</c><03:11:12.620><c> some</c>

03:11:12.969 --> 03:11:12.979 align:start position:0%
something that lifts me to meet some
 

03:11:12.979 --> 03:11:14.200 align:start position:0%
something that lifts me to meet some
point<03:11:13.250><c> like</c><03:11:13.430><c> kind</c><03:11:13.670><c> of</c><03:11:13.700><c> like</c><03:11:13.819><c> an</c><03:11:13.970><c> ordinary</c>

03:11:14.200 --> 03:11:14.210 align:start position:0%
point like kind of like an ordinary
 

03:11:14.210 --> 03:11:16.809 align:start position:0%
point like kind of like an ordinary
level<03:11:14.779><c> things</c><03:11:15.050><c> because</c><03:11:15.859><c> it's</c><03:11:16.040><c> not</c><03:11:16.279><c> just</c><03:11:16.609><c> your</c>

03:11:16.809 --> 03:11:16.819 align:start position:0%
level things because it's not just your
 

03:11:16.819 --> 03:11:19.450 align:start position:0%
level things because it's not just your
app<03:11:17.180><c> it's</c><03:11:17.510><c> also</c><03:11:17.689><c> gonna</c><03:11:18.410><c> be</c><03:11:18.529><c> sent</c><03:11:18.890><c> to</c><03:11:19.010><c> G</c><03:11:19.130><c> to</c><03:11:19.250><c> do</c>

03:11:19.450 --> 03:11:19.460 align:start position:0%
app it's also gonna be sent to G to do
 

03:11:19.460 --> 03:11:23.050 align:start position:0%
app it's also gonna be sent to G to do
things<03:11:19.850><c> for</c><03:11:20.479><c> example</c><03:11:21.520><c> that's</c><03:11:22.520><c> a</c><03:11:22.640><c> very</c><03:11:22.939><c> good</c>

03:11:23.050 --> 03:11:23.060 align:start position:0%
things for example that's a very good
 

03:11:23.060 --> 03:11:24.760 align:start position:0%
things for example that's a very good
choice<03:11:23.120><c> if</c><03:11:23.720><c> you</c><03:11:23.899><c> need</c><03:11:24.050><c> to</c><03:11:24.170><c> have</c><03:11:24.319><c> Street</c>

03:11:24.760 --> 03:11:24.770 align:start position:0%
choice if you need to have Street
 

03:11:24.770 --> 03:11:35.200 align:start position:0%
choice if you need to have Street
central<03:11:25.399><c> pub</c><03:11:25.640><c> just</c><03:11:26.439><c> watching</c><03:11:33.790><c> you</c><03:11:34.790><c> just</c><03:11:34.939><c> want</c>

03:11:35.200 --> 03:11:35.210 align:start position:0%
central pub just watching you just want
 

03:11:35.210 --> 03:11:40.680 align:start position:0%
central pub just watching you just want
to<03:11:35.270><c> like</c><03:11:35.720><c> be</c><03:11:35.960><c> put</c><03:11:36.170><c> in</c><03:11:36.290><c> place</c><03:11:36.580><c> out</c><03:11:37.580><c> there</c>

03:11:40.680 --> 03:11:40.690 align:start position:0%
 
 

03:11:40.690 --> 03:11:42.961 align:start position:0%
 
investments<03:11:41.591><c> to</c><03:11:41.710><c> understand</c><03:11:42.070><c> that</c><03:11:42.521><c> you</c><03:11:42.851><c> were</c>

03:11:42.961 --> 03:11:42.971 align:start position:0%
investments to understand that you were
 

03:11:42.971 --> 03:11:47.820 align:start position:0%
investments to understand that you were
not<03:11:43.120><c> tied</c><03:11:43.391><c> to</c><03:11:44.070><c> instant</c><03:11:45.070><c> change</c><03:11:46.320><c> can</c><03:11:47.320><c> change</c><03:11:47.530><c> or</c>

03:11:47.820 --> 03:11:47.830 align:start position:0%
not tied to instant change can change or
 

03:11:47.830 --> 03:11:49.911 align:start position:0%
not tied to instant change can change or
nice<03:11:48.221><c> Main</c><03:11:48.431><c> St</c><03:11:48.521><c> crisper</c><03:11:49.210><c> integration</c><03:11:49.631><c> song</c>

03:11:49.911 --> 03:11:49.921 align:start position:0%
nice Main St crisper integration song
 

03:11:49.921 --> 03:11:54.541 align:start position:0%
nice Main St crisper integration song
things<03:11:50.921><c> so</c><03:11:51.221><c> I</c><03:11:51.490><c> think</c><03:11:52.150><c> it's</c><03:11:53.160><c> something</c><03:11:54.160><c> though</c>

03:11:54.541 --> 03:11:54.551 align:start position:0%
things so I think it's something though
 

03:11:54.551 --> 03:11:56.930 align:start position:0%
things so I think it's something though
and

03:11:56.930 --> 03:11:56.940 align:start position:0%
and
 

03:11:56.940 --> 03:11:59.291 align:start position:0%
and
we've<03:11:57.931><c> seen</c><03:11:58.200><c> a</c><03:11:58.230><c> mobile</c><03:11:58.591><c> change</c><03:11:58.830><c> because</c>

03:11:59.291 --> 03:11:59.301 align:start position:0%
we've seen a mobile change because
 

03:11:59.301 --> 03:12:03.130 align:start position:0%
we've seen a mobile change because
absent<03:12:00.301><c> that</c><03:12:01.080><c> means</c><03:12:01.381><c> with</c><03:12:01.591><c> more</c>

03:12:03.130 --> 03:12:03.140 align:start position:0%
absent that means with more
 

03:12:03.140 --> 03:12:07.050 align:start position:0%
absent that means with more
sensitive<03:12:03.979><c> difference</c><03:12:04.310><c> rehearsals</c>

03:12:07.050 --> 03:12:07.060 align:start position:0%
 
 

03:12:07.060 --> 03:12:09.239 align:start position:0%
 
yeah<03:12:07.629><c> you</c><03:12:07.810><c> want</c><03:12:07.989><c> to</c><03:12:08.020><c> interpret</c><03:12:08.350><c> but</c><03:12:08.890><c> just</c>

03:12:09.239 --> 03:12:09.249 align:start position:0%
yeah you want to interpret but just
 

03:12:09.249 --> 03:12:10.739 align:start position:0%
yeah you want to interpret but just
wanted<03:12:09.520><c> to</c><03:12:09.609><c> say</c><03:12:09.789><c> that</c><03:12:10.029><c> I'm</c><03:12:10.270><c> not</c><03:12:10.419><c> even</c><03:12:10.629><c> talking</c>

03:12:10.739 --> 03:12:10.749 align:start position:0%
wanted to say that I'm not even talking
 

03:12:10.749 --> 03:12:12.659 align:start position:0%
wanted to say that I'm not even talking
about<03:12:10.930><c> dungeons</c><03:12:11.499><c> as</c><03:12:11.680><c> much</c><03:12:11.890><c> because</c><03:12:12.100><c> like</c><03:12:12.430><c> that</c>

03:12:12.659 --> 03:12:12.669 align:start position:0%
about dungeons as much because like that
 

03:12:12.669 --> 03:12:15.599 align:start position:0%
about dungeons as much because like that
there<03:12:12.879><c> are</c><03:12:13.379><c> verses</c><03:12:14.379><c> for</c><03:12:14.609><c> multi-protocol</c>

03:12:15.599 --> 03:12:15.609 align:start position:0%
there are verses for multi-protocol
 

03:12:15.609 --> 03:12:17.609 align:start position:0%
there are verses for multi-protocol
right<03:12:15.850><c> right</c><03:12:16.539><c> so</c><03:12:16.810><c> that</c><03:12:17.109><c> I</c><03:12:17.350><c> can't</c><03:12:17.560><c> imagine</c>

03:12:17.609 --> 03:12:17.619 align:start position:0%
right right so that I can't imagine
 

03:12:17.619 --> 03:12:19.319 align:start position:0%
right right so that I can't imagine
where<03:12:18.039><c> I'm</c><03:12:18.129><c> going</c><03:12:18.459><c> to</c><03:12:18.549><c> go</c><03:12:18.640><c> on</c><03:12:18.760><c> the</c><03:12:18.879><c> web</c><03:12:19.029><c> like</c>

03:12:19.319 --> 03:12:19.329 align:start position:0%
where I'm going to go on the web like
 

03:12:19.329 --> 03:12:21.329 align:start position:0%
where I'm going to go on the web like
but<03:12:19.989><c> I'm</c><03:12:20.169><c> talking</c><03:12:20.409><c> about</c><03:12:20.470><c> like</c><03:12:20.770><c> more</c><03:12:21.129><c> like</c>

03:12:21.329 --> 03:12:21.339 align:start position:0%
but I'm talking about like more like
 

03:12:21.339 --> 03:12:27.949 align:start position:0%
but I'm talking about like more like
like<03:12:21.939><c> new</c><03:12:22.810><c> projects</c><03:12:23.229><c> like</c><03:12:23.409><c> that</c><03:12:24.539><c> where</c><03:12:25.539><c> I</c><03:12:25.569><c> go</c>

03:12:27.949 --> 03:12:27.959 align:start position:0%
 
 

03:12:27.959 --> 03:12:33.680 align:start position:0%
 
telegram<03:12:29.100><c> like</c><03:12:30.100><c> get</c><03:12:30.819><c> started</c>

03:12:33.680 --> 03:12:33.690 align:start position:0%
 
 

03:12:33.690 --> 03:12:36.540 align:start position:0%
 
and<03:12:34.690><c> it's</c><03:12:35.021><c> a</c><03:12:35.110><c> discount</c><03:12:35.470><c> of</c><03:12:35.650><c> some</c><03:12:36.070><c> place</c><03:12:36.370><c> where</c>

03:12:36.540 --> 03:12:36.550 align:start position:0%
and it's a discount of some place where
 

03:12:36.550 --> 03:12:40.310 align:start position:0%
and it's a discount of some place where
people<03:12:36.641><c> go</c><03:12:36.970><c> through</c><03:12:37.120><c> for</c><03:12:37.630><c> new</c><03:12:37.780><c> developments</c><03:12:38.650><c> I</c>

03:12:40.310 --> 03:12:40.320 align:start position:0%
people go through for new developments I
 

03:12:40.320 --> 03:12:47.150 align:start position:0%
people go through for new developments I
[Music]

03:12:47.150 --> 03:12:47.160 align:start position:0%
 
 

03:12:47.160 --> 03:12:51.870 align:start position:0%
 
just<03:12:48.811><c> so</c><03:12:49.811><c> did</c><03:12:50.351><c> I</c><03:12:50.470><c> get</c><03:12:50.710><c> your</c><03:12:50.860><c> question</c><03:12:51.280><c> right</c><03:12:51.460><c> so</c>

03:12:51.870 --> 03:12:51.880 align:start position:0%
just so did I get your question right so
 

03:12:51.880 --> 03:12:55.520 align:start position:0%
just so did I get your question right so
your<03:12:52.030><c> question</c><03:12:52.391><c> was</c><03:12:52.420><c> I</c><03:12:52.660><c> um</c><03:12:52.960><c> I</c><03:12:53.200><c> think</c><03:12:53.530><c> like</c><03:12:54.420><c> my</c>

03:12:55.520 --> 03:12:55.530 align:start position:0%
your question was I um I think like my
 

03:12:55.530 --> 03:12:58.290 align:start position:0%
your question was I um I think like my
application<03:12:56.530><c> that</c><03:12:56.800><c> this</c><03:12:57.010><c> tactic</c><03:12:57.490><c> works</c><03:12:57.760><c> is</c>

03:12:58.290 --> 03:12:58.300 align:start position:0%
application that this tactic works is
 

03:12:58.300 --> 03:12:59.910 align:start position:0%
application that this tactic works is
that<03:12:58.480><c> what</c><03:12:58.601><c> you</c><03:12:58.690><c> were</c><03:12:58.811><c> asking</c><03:12:58.990><c> or</c><03:12:59.380><c> is</c><03:12:59.590><c> that</c><03:12:59.680><c> I'm</c>

03:12:59.910 --> 03:12:59.920 align:start position:0%
that what you were asking or is that I'm
 

03:12:59.920 --> 03:13:01.650 align:start position:0%
that what you were asking or is that I'm
thinking<03:13:00.250><c> about</c><03:13:00.340><c> so</c><03:13:00.700><c> what</c><03:13:00.910><c> is</c><03:13:01.061><c> holding</c><03:13:01.391><c> me</c><03:13:01.540><c> to</c>

03:13:01.650 --> 03:13:01.660 align:start position:0%
thinking about so what is holding me to
 

03:13:01.660 --> 03:13:03.631 align:start position:0%
thinking about so what is holding me to
the<03:13:01.750><c> projects</c><03:13:02.170><c> back</c><03:13:02.380><c> so</c><03:13:02.710><c> like</c><03:13:02.950><c> if</c><03:13:03.370><c> there</c><03:13:03.550><c> are</c>

03:13:03.631 --> 03:13:03.641 align:start position:0%
the projects back so like if there are
 

03:13:03.641 --> 03:13:05.131 align:start position:0%
the projects back so like if there are
more<03:13:03.790><c> developers</c><03:13:04.300><c> building</c><03:13:04.601><c> on</c><03:13:04.750><c> a</c><03:13:04.840><c> smart</c>

03:13:05.131 --> 03:13:05.141 align:start position:0%
more developers building on a smart
 

03:13:05.141 --> 03:13:06.511 align:start position:0%
more developers building on a smart
developers<03:13:05.500><c> are</c><03:13:05.680><c> going</c><03:13:05.740><c> to</c><03:13:05.891><c> be</c><03:13:05.950><c> contributing</c>

03:13:06.511 --> 03:13:06.521 align:start position:0%
developers are going to be contributing
 

03:13:06.521 --> 03:13:08.341 align:start position:0%
developers are going to be contributing
and<03:13:06.790><c> like</c><03:13:07.000><c> thinking</c><03:13:07.360><c> about</c><03:13:07.450><c> barriers</c><03:13:08.080><c> for</c>

03:13:08.341 --> 03:13:08.351 align:start position:0%
and like thinking about barriers for
 

03:13:08.351 --> 03:13:10.080 align:start position:0%
and like thinking about barriers for
developers<03:13:08.891><c> to</c><03:13:09.040><c> use</c><03:13:09.101><c> a</c><03:13:09.340><c> blank</c><03:13:09.610><c> developer</c>

03:13:10.080 --> 03:13:10.090 align:start position:0%
developers to use a blank developer
 

03:13:10.090 --> 03:13:11.580 align:start position:0%
developers to use a blank developer
recording<03:13:10.540><c> and</c><03:13:10.690><c> knowing</c><03:13:10.960><c> what's</c><03:13:11.170><c> out</c><03:13:11.351><c> it's</c>

03:13:11.580 --> 03:13:11.590 align:start position:0%
recording and knowing what's out it's
 

03:13:11.590 --> 03:13:12.960 align:start position:0%
recording and knowing what's out it's
like<03:13:11.680><c> one</c><03:13:11.891><c> of</c><03:13:12.010><c> them</c><03:13:12.160><c> looks</c><03:13:12.370><c> like</c><03:13:12.400><c> you</c><03:13:12.880><c> know</c>

03:13:12.960 --> 03:13:12.970 align:start position:0%
like one of them looks like you know
 

03:13:12.970 --> 03:13:14.520 align:start position:0%
like one of them looks like you know
that<03:13:13.150><c> you</c><03:13:13.300><c> want</c><03:13:13.480><c> to</c><03:13:13.540><c> be</c><03:13:13.750><c> afternoo</c><03:13:14.170><c> like</c><03:13:14.351><c> the</c>

03:13:14.520 --> 03:13:14.530 align:start position:0%
that you want to be afternoo like the
 

03:13:14.530 --> 03:13:16.140 align:start position:0%
that you want to be afternoo like the
stopping<03:13:14.920><c> in</c><03:13:15.040><c> 60</c><03:13:15.340><c> to</c><03:13:15.370><c> 90</c><03:13:15.700><c> minutes</c><03:13:15.820><c> and</c><03:13:16.061><c> have</c>

03:13:16.140 --> 03:13:16.150 align:start position:0%
stopping in 60 to 90 minutes and have
 

03:13:16.150 --> 03:13:17.850 align:start position:0%
stopping in 60 to 90 minutes and have
something<03:13:16.391><c> working</c><03:13:16.900><c> but</c><03:13:17.320><c> that's</c><03:13:17.530><c> not</c><03:13:17.740><c> the</c>

03:13:17.850 --> 03:13:17.860 align:start position:0%
something working but that's not the
 

03:13:17.860 --> 03:13:19.320 align:start position:0%
something working but that's not the
experience<03:13:18.400><c> that</c><03:13:18.641><c> you're</c><03:13:18.851><c> going</c><03:13:18.880><c> to</c><03:13:19.030><c> have</c><03:13:19.120><c> to</c>

03:13:19.320 --> 03:13:19.330 align:start position:0%
experience that you're going to have to
 

03:13:19.330 --> 03:13:20.730 align:start position:0%
experience that you're going to have to
both<03:13:19.540><c> of</c><03:13:19.720><c> those</c><03:13:19.811><c> projects</c><03:13:20.230><c> at</c><03:13:20.351><c> least</c><03:13:20.530><c> not</c><03:13:20.710><c> in</c>

03:13:20.730 --> 03:13:20.740 align:start position:0%
both of those projects at least not in
 

03:13:20.740 --> 03:13:22.801 align:start position:0%
both of those projects at least not in
an<03:13:20.950><c> easy</c><03:13:21.130><c> way</c><03:13:21.370><c> right</c><03:13:21.641><c> so</c><03:13:21.880><c> I</c><03:13:22.180><c> think</c><03:13:22.210><c> where</c><03:13:22.601><c> do</c><03:13:22.750><c> I</c>

03:13:22.801 --> 03:13:22.811 align:start position:0%
an easy way right so I think where do I
 

03:13:22.811 --> 03:13:24.120 align:start position:0%
an easy way right so I think where do I
go<03:13:23.021><c> to</c><03:13:23.080><c> orient</c><03:13:23.500><c> it</c><03:13:23.620><c> myself</c>

03:13:24.120 --> 03:13:24.130 align:start position:0%
go to orient it myself
 

03:13:24.130 --> 03:13:31.040 align:start position:0%
go to orient it myself
enough<03:13:24.400><c> research</c><03:13:24.730><c> whether</c><03:13:25.030><c> it's</c><03:13:25.480><c> myself</c>

03:13:31.040 --> 03:13:31.050 align:start position:0%
 
 

03:13:31.050 --> 03:13:33.630 align:start position:0%
 
because<03:13:32.050><c> usually</c><03:13:32.439><c> you</c><03:13:32.830><c> are</c><03:13:32.890><c> trying</c><03:13:33.279><c> to</c><03:13:33.399><c> lock</c>

03:13:33.630 --> 03:13:33.640 align:start position:0%
because usually you are trying to lock
 

03:13:33.640 --> 03:13:37.180 align:start position:0%
because usually you are trying to lock
the<03:13:34.180><c> information</c><03:13:34.840><c> and</c><03:13:35.050><c> this</c><03:13:35.170><c> is</c>

03:13:37.180 --> 03:13:37.190 align:start position:0%
the information and this is
 

03:13:37.190 --> 03:13:38.490 align:start position:0%
the information and this is
[Music]

03:13:38.490 --> 03:13:38.500 align:start position:0%
[Music]
 

03:13:38.500 --> 03:13:42.120 align:start position:0%
[Music]
my<03:13:39.760><c> problem</c><03:13:40.760><c> quite</c><03:13:40.940><c> developers</c>

03:13:42.120 --> 03:13:42.130 align:start position:0%
my problem quite developers
 

03:13:42.130 --> 03:13:47.710 align:start position:0%
my problem quite developers
which<03:13:42.790><c> have</c><03:13:43.029><c> been</c><03:13:43.060><c> pruned</c><03:13:43.479><c> away</c>

03:13:47.710 --> 03:13:47.720 align:start position:0%
 
 

03:13:47.720 --> 03:13:54.469 align:start position:0%
 
monetization<03:13:48.720><c> a</c><03:13:52.490><c> little</c><03:13:53.490><c> confused</c><03:13:54.240><c> by</c><03:13:54.450><c> the</c>

03:13:54.469 --> 03:13:54.479 align:start position:0%
monetization a little confused by the
 

03:13:54.479 --> 03:13:57.350 align:start position:0%
monetization a little confused by the
question<03:13:54.689><c> or</c><03:13:55.680><c> extra</c><03:13:56.400><c> the</c><03:13:56.520><c> whole</c><03:13:56.760><c> thing</c><03:13:57.180><c> or</c>

03:13:57.350 --> 03:13:57.360 align:start position:0%
question or extra the whole thing or
 

03:13:57.360 --> 03:13:59.480 align:start position:0%
question or extra the whole thing or
read<03:13:57.479><c> history</c><03:13:57.750><c> of</c><03:13:58.050><c> discussing</c><03:13:58.410><c> the</c><03:13:58.770><c> yeah</c>

03:13:59.480 --> 03:13:59.490 align:start position:0%
read history of discussing the yeah
 

03:13:59.490 --> 03:14:05.890 align:start position:0%
read history of discussing the yeah
because<03:13:59.760><c> I</c><03:14:00.060><c> hear</c><03:14:00.360><c> this</c><03:14:00.540><c> because</c><03:14:01.229><c> it</c><03:14:01.530><c> says</c>

03:14:05.890 --> 03:14:05.900 align:start position:0%
 
 

03:14:05.900 --> 03:14:09.920 align:start position:0%
 
sorry<03:14:06.900><c> for</c><03:14:07.170><c> we're</c><03:14:07.460><c> attitude</c><03:14:08.460><c> like</c><03:14:08.640><c> I</c><03:14:09.180><c> was</c><03:14:09.900><c> just</c>

03:14:09.920 --> 03:14:09.930 align:start position:0%
sorry for we're attitude like I was just
 

03:14:09.930 --> 03:14:12.410 align:start position:0%
sorry for we're attitude like I was just
curious<03:14:10.229><c> about</c><03:14:10.439><c> what</c><03:14:10.880><c> we</c><03:14:11.880><c> should</c><03:14:11.910><c> like</c><03:14:12.180><c> what</c>

03:14:12.410 --> 03:14:12.420 align:start position:0%
curious about what we should like what
 

03:14:12.420 --> 03:14:15.020 align:start position:0%
curious about what we should like what
the<03:14:12.600><c> poll</c><03:14:12.810><c> was</c><03:14:13.380><c> -</c><03:14:13.710><c> yeah</c><03:14:14.100><c> I</c><03:14:14.370><c> feel</c><03:14:14.580><c> like</c><03:14:14.640><c> right</c>

03:14:15.020 --> 03:14:15.030 align:start position:0%
the poll was - yeah I feel like right
 

03:14:15.030 --> 03:14:16.820 align:start position:0%
the poll was - yeah I feel like right
now<03:14:15.210><c> really</c>

03:14:16.820 --> 03:14:16.830 align:start position:0%
now really
 

03:14:16.830 --> 03:14:19.770 align:start position:0%
now really
Chavez<03:14:17.830><c> video</c><03:14:18.070><c> to</c><03:14:18.550><c> just</c><03:14:18.790><c> travel</c><03:14:19.000><c> to</c><03:14:19.240><c> just</c><03:14:19.540><c> like</c>

03:14:19.770 --> 03:14:19.780 align:start position:0%
Chavez video to just travel to just like
 

03:14:19.780 --> 03:14:21.720 align:start position:0%
Chavez video to just travel to just like
debrief<03:14:20.320><c> I'm</c><03:14:20.561><c> gonna</c><03:14:20.680><c> be</c><03:14:20.771><c> this</c><03:14:20.891><c> mess</c><03:14:21.130><c> but</c><03:14:21.490><c> if</c>

03:14:21.720 --> 03:14:21.730 align:start position:0%
debrief I'm gonna be this mess but if
 

03:14:21.730 --> 03:14:25.080 align:start position:0%
debrief I'm gonna be this mess but if
people<03:14:21.880><c> like</c><03:14:23.190><c> no</c><03:14:24.190><c> no</c><03:14:24.490><c> I'm</c><03:14:24.550><c> sorry</c>

03:14:25.080 --> 03:14:25.090 align:start position:0%
people like no no I'm sorry
 

03:14:25.090 --> 03:14:29.610 align:start position:0%
people like no no I'm sorry
yeah<03:14:25.720><c> I'm</c><03:14:25.870><c> just</c><03:14:25.990><c> trying</c><03:14:26.170><c> to</c><03:14:26.320><c> like</c><03:14:26.500><c> Congrats</c>

03:14:29.610 --> 03:14:29.620 align:start position:0%
 
 

03:14:29.620 --> 03:14:31.470 align:start position:0%
 
I<03:14:29.760><c> do</c><03:14:30.760><c> you</c><03:14:30.851><c> think</c><03:14:31.030><c> that</c><03:14:31.120><c> people</c><03:14:31.240><c> just</c><03:14:31.420><c> need</c>

03:14:31.470 --> 03:14:31.480 align:start position:0%
I do you think that people just need
 

03:14:31.480 --> 03:14:33.840 align:start position:0%
I do you think that people just need
better<03:14:31.660><c> documentation</c>

03:14:33.840 --> 03:14:33.850 align:start position:0%
better documentation
 

03:14:33.850 --> 03:14:37.099 align:start position:0%
better documentation
to<03:14:34.119><c> answer</c><03:14:34.479><c> your</c><03:14:34.630><c> question</c><03:14:35.170><c> about</c><03:14:35.909><c> 7:45</c>

03:14:37.099 --> 03:14:37.109 align:start position:0%
to answer your question about 7:45
 

03:14:37.109 --> 03:14:39.149 align:start position:0%
to answer your question about 7:45
fact-finding<03:14:38.109><c> Commission</c><03:14:38.290><c> and</c><03:14:38.770><c> I</c><03:14:39.010><c> actually</c>

03:14:39.149 --> 03:14:39.159 align:start position:0%
fact-finding Commission and I actually
 

03:14:39.159 --> 03:14:41.010 align:start position:0%
fact-finding Commission and I actually
don't<03:14:39.640><c> know</c><03:14:39.880><c> this</c><03:14:40.119><c> is</c><03:14:40.270><c> why</c><03:14:40.449><c> I'm</c><03:14:40.600><c> asking</c>

03:14:41.010 --> 03:14:41.020 align:start position:0%
don't know this is why I'm asking
 

03:14:41.020 --> 03:14:42.840 align:start position:0%
don't know this is why I'm asking
like<03:14:41.290><c> you</c><03:14:41.500><c> know</c><03:14:41.649><c> season</c><03:14:41.979><c> to</c><03:14:42.069><c> me</c><03:14:42.189><c> to</c><03:14:42.310><c> people</c>

03:14:42.840 --> 03:14:42.850 align:start position:0%
like you know season to me to people
 

03:14:42.850 --> 03:14:48.599 align:start position:0%
like you know season to me to people
that's<03:14:43.000><c> like</c><03:14:43.380><c> this</c><03:14:44.380><c> really</c><03:14:44.680><c> is</c><03:14:47.430><c> is</c><03:14:48.430><c> it</c>

03:14:48.599 --> 03:14:48.609 align:start position:0%
that's like this really is is it
 

03:14:48.609 --> 03:14:50.429 align:start position:0%
that's like this really is is it
worrisome<03:14:49.119><c> that</c><03:14:49.359><c> like</c><03:14:49.510><c> the</c><03:14:49.720><c> barrier</c><03:14:50.140><c> to</c><03:14:50.380><c> entry</c>

03:14:50.429 --> 03:14:50.439 align:start position:0%
worrisome that like the barrier to entry
 

03:14:50.439 --> 03:14:52.080 align:start position:0%
worrisome that like the barrier to entry
and<03:14:50.739><c> I</c><03:14:50.800><c> like</c><03:14:50.920><c> work</c><03:14:51.130><c> on</c><03:14:51.310><c> these</c><03:14:51.520><c> things</c><03:14:51.790><c> is</c><03:14:52.060><c> very</c>

03:14:52.080 --> 03:14:52.090 align:start position:0%
and I like work on these things is very
 

03:14:52.090 --> 03:14:55.590 align:start position:0%
and I like work on these things is very
I<03:14:52.810><c> was</c><03:14:53.319><c> like</c><03:14:53.439><c> a</c><03:14:53.560><c> sort</c><03:14:54.399><c> of</c><03:14:54.489><c> like</c><03:14:54.670><c> a</c><03:14:55.060><c> privileged</c>

03:14:55.590 --> 03:14:55.600 align:start position:0%
I was like a sort of like a privileged
 

03:14:55.600 --> 03:14:58.680 align:start position:0%
I was like a sort of like a privileged
feeling

03:14:58.680 --> 03:14:58.690 align:start position:0%
 
 

03:14:58.690 --> 03:15:01.500 align:start position:0%
 
why<03:14:59.320><c> why</c><03:14:59.620><c> provisioning</c><03:15:00.311><c> it's</c><03:15:00.700><c> the</c><03:15:00.851><c> closing</c>

03:15:01.500 --> 03:15:01.510 align:start position:0%
why why provisioning it's the closing
 

03:15:01.510 --> 03:15:02.820 align:start position:0%
why why provisioning it's the closing
minutes<03:15:01.660><c> and</c><03:15:02.021><c> they're</c><03:15:02.141><c> everything</c><03:15:02.470><c> is</c><03:15:02.680><c> like</c>

03:15:02.820 --> 03:15:02.830 align:start position:0%
minutes and they're everything is like
 

03:15:02.830 --> 03:15:04.980 align:start position:0%
minutes and they're everything is like
has<03:15:03.070><c> really</c><03:15:03.430><c> big</c><03:15:03.670><c> words</c><03:15:04.000><c> I</c><03:15:04.330><c> feel</c><03:15:04.540><c> like</c><03:15:04.690><c> there</c>

03:15:04.980 --> 03:15:04.990 align:start position:0%
has really big words I feel like there
 

03:15:04.990 --> 03:15:06.720 align:start position:0%
has really big words I feel like there
are<03:15:05.080><c> a</c><03:15:05.110><c> lot</c><03:15:05.290><c> a</c><03:15:05.320><c> lot</c><03:15:05.620><c> of</c><03:15:05.680><c> it</c><03:15:05.830><c> we've</c><03:15:06.400><c> had</c><03:15:06.430><c> this</c>

03:15:06.720 --> 03:15:06.730 align:start position:0%
are a lot a lot of it we've had this
 

03:15:06.730 --> 03:15:12.340 align:start position:0%
are a lot a lot of it we've had this
discussion<03:15:06.940><c> I</c><03:15:08.340><c> had</c><03:15:09.340><c> this</c><03:15:09.460><c> is</c><03:15:09.610><c> settled</c>

03:15:12.340 --> 03:15:12.350 align:start position:0%
 
 

03:15:12.350 --> 03:15:14.380 align:start position:0%
 
look<03:15:13.159><c> yeah</c><03:15:13.430><c> go</c><03:15:13.640><c> ahead</c><03:15:13.669><c> in</c><03:15:13.939><c> the</c><03:15:14.029><c> vacuum</c>

03:15:14.380 --> 03:15:14.390 align:start position:0%
look yeah go ahead in the vacuum
 

03:15:14.390 --> 03:15:18.969 align:start position:0%
look yeah go ahead in the vacuum
cocktail<03:15:14.810><c> hi</c><03:15:15.279><c> so</c><03:15:16.279><c> I</c><03:15:16.550><c> always</c><03:15:17.499><c> thought</c><03:15:18.499><c> it</c><03:15:18.770><c> gets</c>

03:15:18.969 --> 03:15:18.979 align:start position:0%
cocktail hi so I always thought it gets
 

03:15:18.979 --> 03:15:20.619 align:start position:0%
cocktail hi so I always thought it gets
to<03:15:19.069><c> have</c><03:15:19.189><c> a</c><03:15:19.220><c> lot</c><03:15:19.339><c> of</c><03:15:19.369><c> it</c><03:15:19.579><c> works</c><03:15:19.760><c> cause</c><03:15:20.300><c> really</c>

03:15:20.619 --> 03:15:20.629 align:start position:0%
to have a lot of it works cause really
 

03:15:20.629 --> 03:15:22.119 align:start position:0%
to have a lot of it works cause really
complicated<03:15:21.140><c> that</c><03:15:21.379><c> were</c><03:15:21.560><c> starting</c><03:15:21.859><c> out</c><03:15:21.979><c> with</c>

03:15:22.119 --> 03:15:22.129 align:start position:0%
complicated that were starting out with
 

03:15:22.129 --> 03:15:24.189 align:start position:0%
complicated that were starting out with
a<03:15:22.249><c> factor</c><03:15:22.609><c> so</c><03:15:23.239><c> if</c><03:15:23.390><c> you</c><03:15:23.479><c> can</c><03:15:23.600><c> dump</c><03:15:23.779><c> into</c><03:15:23.959><c> how</c><03:15:24.169><c> to</c>

03:15:24.189 --> 03:15:24.199 align:start position:0%
a factor so if you can dump into how to
 

03:15:24.199 --> 03:15:26.780 align:start position:0%
a factor so if you can dump into how to
use<03:15:24.729><c> significant</c><03:15:25.729><c> lessons</c>

03:15:26.780 --> 03:15:26.790 align:start position:0%
use significant lessons
 

03:15:26.790 --> 03:15:28.750 align:start position:0%
use significant lessons
but<03:15:26.970><c> it's</c><03:15:27.149><c> not</c><03:15:27.330><c> going</c><03:15:27.689><c> to</c>

03:15:28.750 --> 03:15:28.760 align:start position:0%
but it's not going to
 

03:15:28.760 --> 03:15:31.030 align:start position:0%
but it's not going to
so<03:15:29.660><c> that</c><03:15:29.930><c> then</c><03:15:30.110><c> it's</c><03:15:30.260><c> like</c><03:15:30.470><c> the</c><03:15:30.680><c> minutes</c><03:15:30.950><c> of</c>

03:15:31.030 --> 03:15:31.040 align:start position:0%
so that then it's like the minutes of
 

03:15:31.040 --> 03:15:33.820 align:start position:0%
so that then it's like the minutes of
documentation<03:15:31.780><c> it's</c><03:15:32.780><c> an</c><03:15:33.170><c> occupational</c>

03:15:33.820 --> 03:15:33.830 align:start position:0%
documentation it's an occupational
 

03:15:33.830 --> 03:15:36.670 align:start position:0%
documentation it's an occupational
training<03:15:33.950><c> so</c><03:15:34.880><c> it's</c><03:15:35.080><c> a</c><03:15:36.080><c> lot</c><03:15:36.380><c> of</c><03:15:36.470><c> it</c><03:15:36.560><c> like</c>

03:15:36.670 --> 03:15:36.680 align:start position:0%
training so it's a lot of it like
 

03:15:36.680 --> 03:15:38.710 align:start position:0%
training so it's a lot of it like
there's<03:15:37.010><c> a</c><03:15:37.070><c> lot</c><03:15:37.490><c> of</c><03:15:37.760><c> stuff</c><03:15:38.210><c> you</c><03:15:38.240><c> need</c><03:15:38.510><c> to</c><03:15:38.570><c> know</c>

03:15:38.710 --> 03:15:38.720 align:start position:0%
there's a lot of stuff you need to know
 

03:15:38.720 --> 03:15:42.700 align:start position:0%
there's a lot of stuff you need to know
who<03:15:39.200><c> is</c><03:15:39.350><c> he</c><03:15:39.470><c> a</c><03:15:39.500><c> secret</c><03:15:39.830><c> document</c><03:15:39.950><c> did</c><03:15:40.460><c> but</c><03:15:41.710><c> you</c>

03:15:42.700 --> 03:15:42.710 align:start position:0%
who is he a secret document did but you
 

03:15:42.710 --> 03:15:45.640 align:start position:0%
who is he a secret document did but you
have<03:15:42.950><c> to</c><03:15:43.100><c> train</c><03:15:43.310><c> your</c><03:15:43.460><c> transaction</c><03:15:44.650><c> first</c>

03:15:45.640 --> 03:15:45.650 align:start position:0%
have to train your transaction first
 

03:15:45.650 --> 03:15:47.260 align:start position:0%
have to train your transaction first
thing<03:15:45.890><c> I</c><03:15:46.100><c> think</c><03:15:46.400><c> one</c><03:15:46.550><c> thing</c><03:15:46.700><c> in</c><03:15:46.850><c> New</c><03:15:47.030><c> Year's</c>

03:15:47.260 --> 03:15:47.270 align:start position:0%
thing I think one thing in New Year's
 

03:15:47.270 --> 03:15:50.620 align:start position:0%
thing I think one thing in New Year's
and<03:15:47.870><c> highlight</c><03:15:48.229><c> areas</c><03:15:48.620><c> of</c><03:15:48.880><c> knowledge</c><03:15:49.880><c> in</c>

03:15:50.620 --> 03:15:50.630 align:start position:0%
and highlight areas of knowledge in
 

03:15:50.630 --> 03:16:20.000 align:start position:0%
and highlight areas of knowledge in
Interlaken

03:16:20.000 --> 03:16:20.010 align:start position:0%
 
 

03:16:20.010 --> 03:16:24.120 align:start position:0%
 
one<03:16:21.010><c> problem</c><03:16:21.490><c> that</c><03:16:21.520><c> I</c><03:16:21.760><c> think</c><03:16:21.940><c> is</c><03:16:22.740><c> pretty</c><03:16:23.740><c> core</c>

03:16:24.120 --> 03:16:24.130 align:start position:0%
one problem that I think is pretty core
 

03:16:24.130 --> 03:16:27.890 align:start position:0%
one problem that I think is pretty core
to<03:16:24.430><c> the</c><03:16:24.610><c> whole</c><03:16:24.820><c> issue</c><03:16:24.970><c> is</c><03:16:25.270><c> that</c><03:16:25.710><c> p2p</c><03:16:26.850><c> just</c>

03:16:27.890 --> 03:16:27.900 align:start position:0%
to the whole issue is that p2p just
 

03:16:27.900 --> 03:16:31.620 align:start position:0%
to the whole issue is that p2p just
doesn't<03:16:28.900><c> seem</c><03:16:29.200><c> to</c><03:16:29.380><c> be</c><03:16:29.530><c> able</c><03:16:29.710><c> to</c><03:16:29.920><c> just</c><03:16:30.300><c> pick</c><03:16:31.300><c> a</c>

03:16:31.620 --> 03:16:31.630 align:start position:0%
doesn't seem to be able to just pick a
 

03:16:31.630 --> 03:16:34.680 align:start position:0%
doesn't seem to be able to just pick a
single<03:16:32.440><c> horse</c><03:16:32.800><c> and</c><03:16:33.040><c> like</c><03:16:33.190><c> go</c><03:16:33.430><c> with</c><03:16:33.640><c> it</c><03:16:33.820><c> so</c>

03:16:34.680 --> 03:16:34.690 align:start position:0%
single horse and like go with it so
 

03:16:34.690 --> 03:16:39.440 align:start position:0%
single horse and like go with it so
there's<03:16:34.930><c> like</c><03:16:35.320><c> people</c><03:16:35.740><c> are</c><03:16:38.070><c> specific</c>

03:16:39.440 --> 03:16:39.450 align:start position:0%
there's like people are specific
 

03:16:39.450 --> 03:16:47.360 align:start position:0%
there's like people are specific
networks<03:16:40.450><c> and</c><03:16:40.720><c> wind</c><03:16:40.960><c> are</c><03:16:42.210><c> incompatible</c><03:16:43.210><c> and</c>

03:16:47.360 --> 03:16:47.370 align:start position:0%
 
 

03:16:47.370 --> 03:16:49.830 align:start position:0%
 
communism<03:16:48.370><c> right</c><03:16:48.700><c> like</c><03:16:48.940><c> I</c><03:16:48.970><c> mean</c><03:16:49.210><c> everybody</c>

03:16:49.830 --> 03:16:49.840 align:start position:0%
communism right like I mean everybody
 

03:16:49.840 --> 03:16:51.600 align:start position:0%
communism right like I mean everybody
was<03:16:49.960><c> into</c><03:16:50.260><c> communism</c><03:16:50.800><c> Vegas</c><03:16:51.070><c> reading</c><03:16:51.430><c> to</c>

03:16:51.600 --> 03:16:51.610 align:start position:0%
was into communism Vegas reading to
 

03:16:51.610 --> 03:16:54.600 align:start position:0%
was into communism Vegas reading to
communism<03:16:52.030><c> but</c><03:16:52.680><c> you</c><03:16:53.680><c> can</c><03:16:54.130><c> still</c><03:16:54.370><c> totally</c>

03:16:54.600 --> 03:16:54.610 align:start position:0%
communism but you can still totally
 

03:16:54.610 --> 03:16:57.030 align:start position:0%
communism but you can still totally
disagree<03:16:55.330><c> about</c><03:16:55.510><c> you</c><03:16:55.900><c> know</c><03:16:56.050><c> like</c><03:16:56.260><c> trance</c><03:16:56.830><c> Q</c>

03:16:57.030 --> 03:16:57.040 align:start position:0%
disagree about you know like trance Q
 

03:16:57.040 --> 03:17:00.900 align:start position:0%
disagree about you know like trance Q
over<03:16:57.280><c> you</c><03:16:57.520><c> know</c><03:16:57.610><c> like</c><03:16:57.970><c> it's</c><03:16:59.520><c> they</c><03:17:00.520><c> just</c><03:17:00.760><c> don't</c>

03:17:00.900 --> 03:17:00.910 align:start position:0%
over you know like it's they just don't
 

03:17:00.910 --> 03:17:02.310 align:start position:0%
over you know like it's they just don't
get<03:17:01.030><c> along</c><03:17:01.180><c> right</c><03:17:01.510><c> and</c><03:17:01.720><c> turn</c><03:17:01.810><c> on</c><03:17:01.930><c> you</c><03:17:02.020><c> I</c><03:17:02.050><c> feel</c>

03:17:02.310 --> 03:17:02.320 align:start position:0%
get along right and turn on you I feel
 

03:17:02.320 --> 03:17:04.260 align:start position:0%
get along right and turn on you I feel
that<03:17:02.350><c> it's</c><03:17:02.650><c> the</c><03:17:02.740><c> same</c><03:17:02.950><c> with</c><03:17:03.190><c> like</c><03:17:03.340><c> a</c><03:17:03.670><c> lot</c><03:17:04.150><c> of</c>

03:17:04.260 --> 03:17:04.270 align:start position:0%
that it's the same with like a lot of
 

03:17:04.270 --> 03:17:06.360 align:start position:0%
that it's the same with like a lot of
p2p<03:17:04.570><c> discussion</c><03:17:05.200><c> for</c><03:17:05.380><c> their</c><03:17:05.560><c> site</c><03:17:05.800><c> so</c><03:17:06.160><c> many</c>

03:17:06.360 --> 03:17:06.370 align:start position:0%
p2p discussion for their site so many
 

03:17:06.370 --> 03:17:09.900 align:start position:0%
p2p discussion for their site so many
opinions<03:17:07.270><c> and</c><03:17:07.780><c> like</c><03:17:07.930><c> technologies</c><03:17:08.650><c> using</c><03:17:09.550><c> but</c>

03:17:09.900 --> 03:17:09.910 align:start position:0%
opinions and like technologies using but
 

03:17:09.910 --> 03:17:12.540 align:start position:0%
opinions and like technologies using but
they're<03:17:10.060><c> all</c><03:17:10.300><c> like</c><03:17:10.979><c> slightly</c><03:17:11.979><c> different</c><03:17:12.400><c> and</c>

03:17:12.540 --> 03:17:12.550 align:start position:0%
they're all like slightly different and
 

03:17:12.550 --> 03:17:13.620 align:start position:0%
they're all like slightly different and
it's<03:17:12.670><c> just</c><03:17:12.850><c> really</c><03:17:13.060><c> weird</c>

03:17:13.620 --> 03:17:13.630 align:start position:0%
it's just really weird
 

03:17:13.630 --> 03:17:33.740 align:start position:0%
it's just really weird
I<03:17:13.750><c> feel</c><03:17:14.410><c> working</c><03:17:14.770><c> much</c><03:17:14.920><c> easier</c><03:17:15.310><c> like</c><03:17:32.040><c> project</c>

03:17:33.740 --> 03:17:33.750 align:start position:0%
I feel working much easier like project
 

03:17:33.750 --> 03:17:36.240 align:start position:0%
I feel working much easier like project
design<03:17:34.750><c> decisions</c><03:17:35.380><c> and</c><03:17:35.470><c> trade-offs</c><03:17:35.800><c> that</c>

03:17:36.240 --> 03:17:36.250 align:start position:0%
design decisions and trade-offs that
 

03:17:36.250 --> 03:17:38.580 align:start position:0%
design decisions and trade-offs that
they<03:17:36.370><c> are</c><03:17:36.430><c> making</c><03:17:36.850><c> so</c><03:17:37.510><c> I'm</c><03:17:37.660><c> familiar</c><03:17:38.140><c> with</c>

03:17:38.580 --> 03:17:38.590 align:start position:0%
they are making so I'm familiar with
 

03:17:38.590 --> 03:17:41.160 align:start position:0%
they are making so I'm familiar with
some<03:17:38.830><c> of</c><03:17:38.860><c> them</c><03:17:39.160><c> but</c><03:17:39.820><c> some</c><03:17:40.060><c> others</c><03:17:40.390><c> I</c><03:17:40.660><c> am</c><03:17:40.780><c> not</c>

03:17:41.160 --> 03:17:41.170 align:start position:0%
some of them but some others I am not
 

03:17:41.170 --> 03:17:43.380 align:start position:0%
some of them but some others I am not
familiar<03:17:41.770><c> enough</c><03:17:42.100><c> for</c><03:17:42.550><c> example</c><03:17:42.880><c> I'm</c><03:17:43.120><c> going</c><03:17:43.180><c> to</c>

03:17:43.380 --> 03:17:43.390 align:start position:0%
familiar enough for example I'm going to
 

03:17:43.390 --> 03:17:45.660 align:start position:0%
familiar enough for example I'm going to
think<03:17:43.780><c> about</c><03:17:44.050><c> every</c><03:17:44.380><c> two</c><03:17:44.500><c> P</c><03:17:44.680><c> I</c><03:17:44.920><c> am</c><03:17:45.280><c> not</c><03:17:45.460><c> too</c>

03:17:45.660 --> 03:17:45.670 align:start position:0%
think about every two P I am not too
 

03:17:45.670 --> 03:17:47.490 align:start position:0%
think about every two P I am not too
familiar<03:17:45.850><c> with</c><03:17:46.150><c> all</c><03:17:46.450><c> the</c><03:17:46.630><c> designs</c><03:17:46.960><c> and</c><03:17:47.350><c> how</c>

03:17:47.490 --> 03:17:47.500 align:start position:0%
familiar with all the designs and how
 

03:17:47.500 --> 03:17:49.620 align:start position:0%
familiar with all the designs and how
they<03:17:47.650><c> compare</c><03:17:47.860><c> to</c><03:17:48.250><c> other</c><03:17:48.520><c> systems</c><03:17:48.970><c> and</c><03:17:49.450><c> what</c>

03:17:49.620 --> 03:17:49.630 align:start position:0%
they compare to other systems and what
 

03:17:49.630 --> 03:17:51.690 align:start position:0%
they compare to other systems and what
they<03:17:49.750><c> do</c><03:17:49.870><c> and</c><03:17:50.200><c> I</c><03:17:50.470><c> think</c><03:17:50.530><c> there's</c><03:17:50.890><c> my</c><03:17:51.400><c> knowledge</c>

03:17:51.690 --> 03:17:51.700 align:start position:0%
they do and I think there's my knowledge
 

03:17:51.700 --> 03:17:53.940 align:start position:0%
they do and I think there's my knowledge
is<03:17:51.940><c> not</c><03:17:52.300><c> like</c><03:17:52.510><c> a</c><03:17:52.540><c> peer</c><03:17:52.870><c> comparison</c><03:17:53.560><c> and</c><03:17:53.770><c> the</c>

03:17:53.940 --> 03:17:53.950 align:start position:0%
is not like a peer comparison and the
 

03:17:53.950 --> 03:17:56.100 align:start position:0%
is not like a peer comparison and the
talk<03:17:54.130><c> again</c><03:17:54.370><c> just</c><03:17:54.580><c> like</c><03:17:54.640><c> a</c><03:17:54.700><c> table</c><03:17:55.270><c> remark</c><03:17:55.900><c> some</c>

03:17:56.100 --> 03:17:56.110 align:start position:0%
talk again just like a table remark some
 

03:17:56.110 --> 03:17:58.860 align:start position:0%
talk again just like a table remark some
features<03:17:56.530><c> but</c><03:17:56.710><c> maybe</c><03:17:56.890><c> some</c><03:17:57.160><c> more</c><03:17:57.420><c> the</c><03:17:58.420><c> quality</c>

03:17:58.860 --> 03:17:58.870 align:start position:0%
features but maybe some more the quality
 

03:17:58.870 --> 03:18:04.500 align:start position:0%
features but maybe some more the quality
description<03:17:59.650><c> that</c><03:18:00.160><c> explains</c><03:18:00.550><c> the</c>

03:18:04.500 --> 03:18:04.510 align:start position:0%
 
 

03:18:04.510 --> 03:18:21.990 align:start position:0%
 
Ginetta<03:18:05.260><c> pretty</c><03:18:05.800><c> sacred</c><03:18:20.069><c> like</c><03:18:21.069><c> what</c><03:18:21.760><c> are</c><03:18:21.880><c> the</c>

03:18:21.990 --> 03:18:22.000 align:start position:0%
Ginetta pretty sacred like what are the
 

03:18:22.000 --> 03:18:23.820 align:start position:0%
Ginetta pretty sacred like what are the
trade-offs<03:18:22.300><c> and</c><03:18:22.750><c> different</c><03:18:23.260><c> features</c><03:18:23.439><c> for</c>

03:18:23.820 --> 03:18:23.830 align:start position:0%
trade-offs and different features for
 

03:18:23.830 --> 03:18:28.469 align:start position:0%
trade-offs and different features for
white<03:18:24.160><c> wines</c><03:18:24.490><c> people</c><03:18:25.120><c> decide</c><03:18:25.450><c> to</c><03:18:25.590><c> waste</c><03:18:27.479><c> time</c>

03:18:28.469 --> 03:18:28.479 align:start position:0%
white wines people decide to waste time
 

03:18:28.479 --> 03:18:45.090 align:start position:0%
white wines people decide to waste time
for<03:18:42.750><c> perspective</c><03:18:43.750><c> but</c><03:18:43.990><c> now</c><03:18:44.319><c> driving</c><03:18:44.740><c> into</c><03:18:45.010><c> the</c>

03:18:45.090 --> 03:18:45.100 align:start position:0%
for perspective but now driving into the
 

03:18:45.100 --> 03:18:46.700 align:start position:0%
for perspective but now driving into the
people<03:18:45.370><c> you</c><03:18:45.460><c> are</c><03:18:45.490><c> one</c><03:18:45.910><c> of</c><03:18:46.029><c> the</c>

03:18:46.700 --> 03:18:46.710 align:start position:0%
people you are one of the
 

03:18:46.710 --> 03:18:49.219 align:start position:0%
people you are one of the
we<03:18:46.920><c> keep</c><03:18:47.250><c> talking</c><03:18:47.490><c> about</c><03:18:47.610><c> adoption</c><03:18:47.940><c> I</c><03:18:48.360><c> think</c>

03:18:49.219 --> 03:18:49.229 align:start position:0%
we keep talking about adoption I think
 

03:18:49.229 --> 03:18:51.200 align:start position:0%
we keep talking about adoption I think
that<03:18:49.410><c> p2p</c><03:18:50.010><c> networks</c><03:18:50.610><c> have</c><03:18:50.760><c> a</c><03:18:50.790><c> different</c><03:18:51.090><c> value</c>

03:18:51.200 --> 03:18:51.210 align:start position:0%
that p2p networks have a different value
 

03:18:51.210 --> 03:18:53.840 align:start position:0%
that p2p networks have a different value
proposition

03:18:53.840 --> 03:18:53.850 align:start position:0%
proposition
 

03:18:53.850 --> 03:18:56.330 align:start position:0%
proposition
but<03:18:54.330><c> that</c><03:18:54.480><c> doesn't</c><03:18:54.780><c> mean</c><03:18:54.930><c> that</c><03:18:55.680><c> they</c><03:18:56.040><c> aren't</c>

03:18:56.330 --> 03:18:56.340 align:start position:0%
but that doesn't mean that they aren't
 

03:18:56.340 --> 03:18:59.840 align:start position:0%
but that doesn't mean that they aren't
able<03:18:56.550><c> to</c><03:18:56.760><c> capture</c><03:18:57.600><c> value</c><03:18:58.170><c> right</c><03:18:58.710><c> so</c><03:18:59.010><c> like</c><03:18:59.430><c> when</c>

03:18:59.840 --> 03:18:59.850 align:start position:0%
able to capture value right so like when
 

03:18:59.850 --> 03:19:03.110 align:start position:0%
able to capture value right so like when
we<03:19:00.000><c> keep</c><03:19:00.240><c> talking</c><03:19:00.390><c> about</c><03:19:01.610><c> like</c><03:19:02.610><c> security</c>

03:19:03.110 --> 03:19:03.120 align:start position:0%
we keep talking about like security
 

03:19:03.120 --> 03:19:05.240 align:start position:0%
we keep talking about like security
convenience<03:19:03.870><c> /</c><03:19:04.260><c> security</c><03:19:04.710><c> and</c><03:19:04.830><c> how</c><03:19:04.950><c> people</c>

03:19:05.240 --> 03:19:05.250 align:start position:0%
convenience / security and how people
 

03:19:05.250 --> 03:19:07.070 align:start position:0%
convenience / security and how people
are<03:19:05.310><c> risking</c><03:19:05.790><c> an</c><03:19:05.940><c> inconvenience</c><03:19:06.690><c> they</c><03:19:06.810><c> don't</c>

03:19:07.070 --> 03:19:07.080 align:start position:0%
are risking an inconvenience they don't
 

03:19:07.080 --> 03:19:09.380 align:start position:0%
are risking an inconvenience they don't
think<03:19:07.320><c> that</c><03:19:07.530><c> that's</c><03:19:07.710><c> actually</c><03:19:08.070><c> true</c><03:19:08.880><c> I</c><03:19:09.150><c> think</c>

03:19:09.380 --> 03:19:09.390 align:start position:0%
think that that's actually true I think
 

03:19:09.390 --> 03:19:12.470 align:start position:0%
think that that's actually true I think
that<03:19:09.570><c> we</c><03:19:10.110><c> can</c><03:19:10.260><c> start</c><03:19:10.730><c> finding</c><03:19:11.730><c> design</c><03:19:12.150><c> spaces</c>

03:19:12.470 --> 03:19:12.480 align:start position:0%
that we can start finding design spaces
 

03:19:12.480 --> 03:19:16.490 align:start position:0%
that we can start finding design spaces
and<03:19:13.440><c> people</c><03:19:14.250><c> experiencing</c><03:19:15.030><c> problems</c><03:19:15.500><c> that</c>

03:19:16.490 --> 03:19:16.500 align:start position:0%
and people experiencing problems that
 

03:19:16.500 --> 03:19:18.770 align:start position:0%
and people experiencing problems that
resonate<03:19:17.010><c> with</c><03:19:17.040><c> the</c><03:19:17.550><c> PMP</c><03:19:17.940><c> value</c><03:19:18.210><c> proposition</c>

03:19:18.770 --> 03:19:18.780 align:start position:0%
resonate with the PMP value proposition
 

03:19:18.780 --> 03:19:22.850 align:start position:0%
resonate with the PMP value proposition
and<03:19:19.050><c> building</c><03:19:19.771><c> for</c><03:19:19.980><c> those</c><03:19:20.330><c> problems</c><03:19:21.410><c> and</c><03:19:22.410><c> I</c>

03:19:22.850 --> 03:19:22.860 align:start position:0%
and building for those problems and I
 

03:19:22.860 --> 03:19:23.930 align:start position:0%
and building for those problems and I
was<03:19:23.010><c> going</c><03:19:23.160><c> to</c><03:19:23.190><c> say</c><03:19:23.310><c> something</c><03:19:23.370><c> that</c><03:19:23.670><c> was</c>

03:19:23.930 --> 03:19:23.940 align:start position:0%
was going to say something that was
 

03:19:23.940 --> 03:19:27.100 align:start position:0%
was going to say something that was
relevant<03:19:24.420><c> to</c><03:19:24.860><c> this</c>

03:19:27.100 --> 03:19:27.110 align:start position:0%
relevant to this
 

03:19:27.110 --> 03:19:30.171 align:start position:0%
relevant to this
I<03:19:27.430><c> love</c><03:19:28.430><c> this</c><03:19:28.610><c> kind</c><03:19:28.820><c> of</c>

03:19:30.171 --> 03:19:30.181 align:start position:0%
I love this kind of
 

03:19:30.181 --> 03:19:35.461 align:start position:0%
I love this kind of
yeah<03:19:31.181><c> okay</c><03:19:31.780><c> yeah</c><03:19:32.280><c> they're</c><03:19:33.280><c> all</c><03:19:33.400><c> yeah</c>

03:19:35.461 --> 03:19:35.471 align:start position:0%
yeah okay yeah they're all yeah
 

03:19:35.471 --> 03:19:37.501 align:start position:0%
yeah okay yeah they're all yeah
like<03:19:35.980><c> the</c><03:19:36.190><c> education</c><03:19:36.820><c> I</c><03:19:37.091><c> want</c><03:19:37.150><c> to</c><03:19:37.240><c> make</c><03:19:37.391><c> this</c>

03:19:37.501 --> 03:19:37.511 align:start position:0%
like the education I want to make this
 

03:19:37.511 --> 03:19:39.511 align:start position:0%
like the education I want to make this
you<03:19:38.201><c> know</c><03:19:38.320><c> it's</c><03:19:38.711><c> me</c><03:19:38.831><c> actually</c><03:19:39.011><c> on</c><03:19:39.221><c> that</c><03:19:39.280><c> point</c>

03:19:39.511 --> 03:19:39.521 align:start position:0%
you know it's me actually on that point
 

03:19:39.521 --> 03:19:42.060 align:start position:0%
you know it's me actually on that point
but<03:19:40.121><c> their</c><03:19:40.570><c> particular</c><03:19:40.811><c> use</c><03:19:41.081><c> cases</c><03:19:41.291><c> that</c><03:19:41.440><c> uses</c>

03:19:42.060 --> 03:19:42.070 align:start position:0%
but their particular use cases that uses
 

03:19:42.070 --> 03:19:44.161 align:start position:0%
but their particular use cases that uses
as<03:19:42.280><c> Springs</c><03:19:42.851><c> for</c><03:19:43.150><c> this</c><03:19:43.301><c> like</c><03:19:43.541><c> it's</c><03:19:43.871><c> a</c><03:19:43.931><c> movie</c>

03:19:44.161 --> 03:19:44.171 align:start position:0%
as Springs for this like it's a movie
 

03:19:44.171 --> 03:19:46.411 align:start position:0%
as Springs for this like it's a movie
like<03:19:44.501><c> what</c><03:19:45.221><c> would</c><03:19:45.341><c> it</c><03:19:45.400><c> work</c><03:19:45.701><c> electability</c><03:19:46.091><c> be</c>

03:19:46.411 --> 03:19:46.421 align:start position:0%
like what would it work electability be
 

03:19:46.421 --> 03:19:48.511 align:start position:0%
like what would it work electability be
a<03:19:46.451><c> clear</c><03:19:46.690><c> economic</c><03:19:46.921><c> message</c><03:19:47.921><c> consistent</c><03:19:48.341><c> per</c>

03:19:48.511 --> 03:19:48.521 align:start position:0%
a clear economic message consistent per
 

03:19:48.521 --> 03:19:50.430 align:start position:0%
a clear economic message consistent per
se<03:19:48.701><c> like</c><03:19:48.730><c> a</c><03:19:49.091><c> conflict</c><03:19:49.480><c> something</c><03:19:49.871><c> that's</c><03:19:50.351><c> very</c>

03:19:50.430 --> 03:19:50.440 align:start position:0%
se like a conflict something that's very
 

03:19:50.440 --> 03:19:52.921 align:start position:0%
se like a conflict something that's very
precise<03:19:50.831><c> like</c><03:19:51.251><c> it</c><03:19:52.061><c> hasn't</c><03:19:52.211><c> it</c><03:19:52.511><c> needs</c><03:19:52.661><c> certain</c>

03:19:52.921 --> 03:19:52.931 align:start position:0%
precise like it hasn't it needs certain
 

03:19:52.931 --> 03:19:54.691 align:start position:0%
precise like it hasn't it needs certain
properties<03:19:53.351><c> together</c><03:19:53.681><c> to</c><03:19:54.101><c> find</c><03:19:54.311><c> this</c><03:19:54.461><c> case</c>

03:19:54.691 --> 03:19:54.701 align:start position:0%
properties together to find this case
 

03:19:54.701 --> 03:19:56.611 align:start position:0%
properties together to find this case
just<03:19:55.301><c> getting</c><03:19:55.511><c> a</c><03:19:55.570><c> sense</c><03:19:55.721><c> in</c><03:19:55.900><c> those</c><03:19:56.051><c> contexts</c>

03:19:56.611 --> 03:19:56.621 align:start position:0%
just getting a sense in those contexts
 

03:19:56.621 --> 03:19:58.411 align:start position:0%
just getting a sense in those contexts
like<03:19:57.131><c> what</c><03:19:57.730><c> the</c><03:19:57.851><c> difference</c><03:19:58.150><c> is</c><03:19:58.271><c> in</c>

03:19:58.411 --> 03:19:58.421 align:start position:0%
like what the difference is in
 

03:19:58.421 --> 03:20:00.270 align:start position:0%
like what the difference is in
trade-offs<03:19:58.751><c> are</c><03:19:58.931><c> usually</c><03:19:59.650><c> different</c><03:19:59.831><c> pension</c>

03:20:00.270 --> 03:20:00.280 align:start position:0%
trade-offs are usually different pension
 

03:20:00.280 --> 03:20:02.551 align:start position:0%
trade-offs are usually different pension
systems<03:20:00.641><c> I</c><03:20:01.091><c> think</c><03:20:01.451><c> like</c><03:20:01.690><c> priceless</c><03:20:02.320><c> or</c><03:20:02.411><c> some</c>

03:20:02.551 --> 03:20:02.561 align:start position:0%
systems I think like priceless or some
 

03:20:02.561 --> 03:20:06.691 align:start position:0%
systems I think like priceless or some
examples<03:20:02.980><c> were</c><03:20:03.101><c> useful</c><03:20:03.610><c> just</c><03:20:04.331><c> in</c><03:20:04.980><c> from</c><03:20:05.980><c> our</c>

03:20:06.691 --> 03:20:06.701 align:start position:0%
examples were useful just in from our
 

03:20:06.701 --> 03:20:14.210 align:start position:0%
examples were useful just in from our
survey<03:20:07.530><c> appearances</c><03:20:08.530><c> thanks</c>

03:20:14.210 --> 03:20:14.220 align:start position:0%
 
 

03:20:14.220 --> 03:20:16.519 align:start position:0%
 
yeah<03:20:14.729><c> even</c><03:20:15.090><c> wasn't</c><03:20:15.449><c> a</c><03:20:15.539><c> dad</c><03:20:15.720><c> ecosystem</c><03:20:16.350><c> like</c>

03:20:16.519 --> 03:20:16.529 align:start position:0%
yeah even wasn't a dad ecosystem like
 

03:20:16.529 --> 03:20:18.439 align:start position:0%
yeah even wasn't a dad ecosystem like
they're<03:20:17.069><c> not</c><03:20:17.279><c> necessarily</c><03:20:17.819><c> compatible</c><03:20:18.180><c> to</c>

03:20:18.439 --> 03:20:18.449 align:start position:0%
they're not necessarily compatible to
 

03:20:18.449 --> 03:20:18.889 align:start position:0%
they're not necessarily compatible to
each<03:20:18.539><c> other</c>

03:20:18.889 --> 03:20:18.899 align:start position:0%
each other
 

03:20:18.899 --> 03:20:20.689 align:start position:0%
each other
so<03:20:19.260><c> unless</c><03:20:19.649><c> they're</c><03:20:19.859><c> like</c><03:20:19.979><c> directly</c><03:20:20.399><c> like</c>

03:20:20.689 --> 03:20:20.699 align:start position:0%
so unless they're like directly like
 

03:20:20.699 --> 03:20:25.609 align:start position:0%
so unless they're like directly like
using<03:20:21.060><c> metric</c><03:20:21.329><c> or</c><03:20:21.479><c> inline</c><03:20:23.749><c> and</c><03:20:24.749><c> so</c><03:20:25.140><c> but</c><03:20:25.590><c> I</c>

03:20:25.609 --> 03:20:25.619 align:start position:0%
using metric or inline and so but I
 

03:20:25.619 --> 03:20:27.080 align:start position:0%
using metric or inline and so but I
think<03:20:25.859><c> that</c><03:20:25.979><c> in</c><03:20:26.069><c> some</c><03:20:26.100><c> ways</c><03:20:26.399><c> that's</c><03:20:26.520><c> a</c><03:20:26.670><c> benefit</c>

03:20:27.080 --> 03:20:27.090 align:start position:0%
think that in some ways that's a benefit
 

03:20:27.090 --> 03:20:29.210 align:start position:0%
think that in some ways that's a benefit
because<03:20:27.569><c> the</c><03:20:27.869><c> project</c><03:20:28.260><c> can</c><03:20:28.529><c> then</c><03:20:28.680><c> succeed</c>

03:20:29.210 --> 03:20:29.220 align:start position:0%
because the project can then succeed
 

03:20:29.220 --> 03:20:32.660 align:start position:0%
because the project can then succeed
with<03:20:29.459><c> Pentacles</c><03:20:30.029><c> so</c><03:20:30.659><c> like</c><03:20:31.130><c> not</c><03:20:32.130><c> use</c><03:20:32.430><c> it</c><03:20:32.550><c> it's</c>

03:20:32.660 --> 03:20:32.670 align:start position:0%
with Pentacles so like not use it it's
 

03:20:32.670 --> 03:20:34.580 align:start position:0%
with Pentacles so like not use it it's
like<03:20:32.760><c> kind</c><03:20:32.939><c> of</c><03:20:32.999><c> like</c><03:20:33.149><c> this</c><03:20:33.300><c> design</c><03:20:33.630><c> you</c><03:20:34.350><c> start</c>

03:20:34.580 --> 03:20:34.590 align:start position:0%
like kind of like this design you start
 

03:20:34.590 --> 03:20:35.719 align:start position:0%
like kind of like this design you start
with<03:20:34.680><c> the</c><03:20:34.770><c> design</c><03:20:35.039><c> of</c><03:20:35.069><c> like</c><03:20:35.369><c> what</c><03:20:35.579><c> are</c><03:20:35.670><c> the</c>

03:20:35.719 --> 03:20:35.729 align:start position:0%
with the design of like what are the
 

03:20:35.729 --> 03:20:37.910 align:start position:0%
with the design of like what are the
requirements<03:20:36.119><c> for</c><03:20:36.689><c> the</c><03:20:37.050><c> app</c><03:20:37.289><c> and</c><03:20:37.649><c> then</c><03:20:37.859><c> you</c>

03:20:37.910 --> 03:20:37.920 align:start position:0%
requirements for the app and then you
 

03:20:37.920 --> 03:20:40.760 align:start position:0%
requirements for the app and then you
pick<03:20:38.249><c> yes</c><03:20:39.239><c> I</c><03:20:39.630><c> shall</c><03:20:40.050><c> lot</c><03:20:40.229><c> of</c><03:20:40.289><c> people</c><03:20:40.499><c> who</c><03:20:40.560><c> come</c>

03:20:40.760 --> 03:20:40.770 align:start position:0%
pick yes I shall lot of people who come
 

03:20:40.770 --> 03:20:43.130 align:start position:0%
pick yes I shall lot of people who come
to<03:20:41.039><c> dad</c><03:20:41.340><c> try</c><03:20:41.999><c> it</c><03:20:42.060><c> out</c><03:20:42.239><c> at</c><03:20:42.510><c> the</c><03:20:42.630><c> best</c><03:20:42.869><c> first</c>

03:20:43.130 --> 03:20:43.140 align:start position:0%
to dad try it out at the best first
 

03:20:43.140 --> 03:20:45.139 align:start position:0%
to dad try it out at the best first
because<03:20:43.680><c> that's</c><03:20:43.859><c> like</c><03:20:44.010><c> there</c><03:20:44.159><c> are</c><03:20:44.369><c> many</c><03:20:44.579><c> and</c>

03:20:45.139 --> 03:20:45.149 align:start position:0%
because that's like there are many and
 

03:20:45.149 --> 03:20:46.849 align:start position:0%
because that's like there are many and
then<03:20:45.420><c> they</c><03:20:45.510><c> figured</c><03:20:46.199><c> out</c><03:20:46.289><c> they</c><03:20:46.439><c> like</c><03:20:46.649><c> being</c>

03:20:46.849 --> 03:20:46.859 align:start position:0%
then they figured out they like being
 

03:20:46.859 --> 03:20:48.469 align:start position:0%
then they figured out they like being
the<03:20:47.100><c> content</c><03:20:47.399><c> addressability</c><03:20:47.880><c> or</c><03:20:48.180><c> something</c>

03:20:48.469 --> 03:20:48.479 align:start position:0%
the content addressability or something
 

03:20:48.479 --> 03:20:50.599 align:start position:0%
the content addressability or something
and<03:20:48.930><c> then</c><03:20:49.319><c> that</c><03:20:49.499><c> doesn't</c><03:20:49.859><c> have</c><03:20:49.949><c> that</c><03:20:49.979><c> big</c><03:20:50.220><c> into</c>

03:20:50.599 --> 03:20:50.609 align:start position:0%
and then that doesn't have that big into
 

03:20:50.609 --> 03:20:52.309 align:start position:0%
and then that doesn't have that big into
them<03:20:50.760><c> they</c><03:20:50.880><c> come</c><03:20:51.029><c> on</c><03:20:51.149><c> my</c><03:20:51.270><c> but</c><03:20:51.659><c> like</c><03:20:51.810><c> I</c><03:20:52.020><c> think</c>

03:20:52.309 --> 03:20:52.319 align:start position:0%
them they come on my but like I think
 

03:20:52.319 --> 03:20:55.519 align:start position:0%
them they come on my but like I think
that<03:20:52.670><c> when</c><03:20:53.670><c> you're</c><03:20:53.819><c> doing</c><03:20:54.420><c> us</c><03:20:54.659><c> unfortunately</c>

03:20:55.519 --> 03:20:55.529 align:start position:0%
that when you're doing us unfortunately
 

03:20:55.529 --> 03:20:58.279 align:start position:0%
that when you're doing us unfortunately
it's<03:20:55.680><c> like</c><03:20:56.090><c> currently</c><03:20:57.090><c> you</c><03:20:57.209><c> have</c><03:20:57.270><c> to</c><03:20:57.569><c> have</c><03:20:58.020><c> an</c>

03:20:58.279 --> 03:20:58.289 align:start position:0%
it's like currently you have to have an
 

03:20:58.289 --> 03:20:59.479 align:start position:0%
it's like currently you have to have an
understanding<03:20:58.619><c> of</c><03:20:58.979><c> distributed</c><03:20:59.430><c> systems</c>

03:20:59.479 --> 03:20:59.489 align:start position:0%
understanding of distributed systems
 

03:20:59.489 --> 03:21:01.160 align:start position:0%
understanding of distributed systems
that<03:20:59.999><c> have</c><03:21:00.149><c> some</c><03:21:00.510><c> computer</c><03:21:00.899><c> science</c>

03:21:01.160 --> 03:21:01.170 align:start position:0%
that have some computer science
 

03:21:01.170 --> 03:21:03.889 align:start position:0%
that have some computer science
background<03:21:01.380><c> so</c><03:21:02.159><c> like</c><03:21:02.340><c> really</c><03:21:03.029><c> name</c><03:21:03.209><c> these</c>

03:21:03.889 --> 03:21:03.899 align:start position:0%
background so like really name these
 

03:21:03.899 --> 03:21:05.750 align:start position:0%
background so like really name these
like<03:21:04.079><c> properties</c><03:21:04.560><c> of</c><03:21:04.739><c> the</c><03:21:04.949><c> database</c>

03:21:05.750 --> 03:21:05.760 align:start position:0%
like properties of the database
 

03:21:05.760 --> 03:21:08.150 align:start position:0%
like properties of the database
what<03:21:06.000><c> you</c><03:21:06.120><c> want</c><03:21:06.330><c> and</c><03:21:06.600><c> then</c><03:21:06.770><c> find</c><03:21:07.770><c> that</c><03:21:07.890><c> which</c>

03:21:08.150 --> 03:21:08.160 align:start position:0%
what you want and then find that which
 

03:21:08.160 --> 03:21:13.620 align:start position:0%
what you want and then find that which
tools<03:21:08.430><c> you</c><03:21:08.580><c> need</c><03:21:11.180><c> yeah</c>

03:21:13.620 --> 03:21:13.630 align:start position:0%
tools you need yeah
 

03:21:13.630 --> 03:21:15.929 align:start position:0%
tools you need yeah
but<03:21:14.140><c> on</c><03:21:14.470><c> that</c><03:21:14.770><c> point</c><03:21:14.949><c> which</c><03:21:15.279><c> I</c><03:21:15.430><c> think</c><03:21:15.460><c> when</c>

03:21:15.929 --> 03:21:15.939 align:start position:0%
but on that point which I think when
 

03:21:15.939 --> 03:21:17.670 align:start position:0%
but on that point which I think when
we're<03:21:16.149><c> designing</c><03:21:16.420><c> to</c><03:21:16.779><c> be</c><03:21:16.899><c> a</c><03:21:17.020><c> radical</c><03:21:17.500><c> new</c>

03:21:17.670 --> 03:21:17.680 align:start position:0%
we're designing to be a radical new
 

03:21:17.680 --> 03:21:19.139 align:start position:0%
we're designing to be a radical new
building<03:21:17.979><c> within</c><03:21:18.130><c> a</c><03:21:18.279><c> certain</c><03:21:18.640><c> design</c><03:21:18.909><c> space</c>

03:21:19.139 --> 03:21:19.149 align:start position:0%
building within a certain design space
 

03:21:19.149 --> 03:21:21.240 align:start position:0%
building within a certain design space
right<03:21:19.449><c> which</c><03:21:19.689><c> is</c><03:21:19.869><c> creating</c><03:21:20.830><c> a</c><03:21:20.859><c> good</c><03:21:21.010><c> career</c>

03:21:21.240 --> 03:21:21.250 align:start position:0%
right which is creating a good career
 

03:21:21.250 --> 03:21:23.790 align:start position:0%
right which is creating a good career
Network<03:21:21.489><c> for</c><03:21:21.819><c> resource</c><03:21:22.750><c> projects</c><03:21:23.619><c> to</c>

03:21:23.790 --> 03:21:23.800 align:start position:0%
Network for resource projects to
 

03:21:23.800 --> 03:21:25.679 align:start position:0%
Network for resource projects to
collaborate<03:21:24.310><c> that</c><03:21:24.729><c> it's</c><03:21:24.909><c> like</c><03:21:25.060><c> you</c><03:21:25.479><c> can</c>

03:21:25.679 --> 03:21:25.689 align:start position:0%
collaborate that it's like you can
 

03:21:25.689 --> 03:21:27.450 align:start position:0%
collaborate that it's like you can
easily<03:21:25.989><c> create</c><03:21:26.409><c> a</c><03:21:26.500><c> list</c><03:21:26.800><c> of</c><03:21:27.100><c> design</c>

03:21:27.450 --> 03:21:27.460 align:start position:0%
easily create a list of design
 

03:21:27.460 --> 03:21:28.320 align:start position:0%
easily create a list of design
requirements<03:21:27.970><c> but</c><03:21:28.090><c> it's</c><03:21:28.210><c> so</c><03:21:28.300><c> interesting</c>

03:21:28.320 --> 03:21:28.330 align:start position:0%
requirements but it's so interesting
 

03:21:28.330 --> 03:21:30.330 align:start position:0%
requirements but it's so interesting
because<03:21:28.779><c> we're</c><03:21:29.500><c> looking</c><03:21:29.619><c> to</c><03:21:29.890><c> scuttle</c><03:21:30.100><c> blood</c>

03:21:30.330 --> 03:21:30.340 align:start position:0%
because we're looking to scuttle blood
 

03:21:30.340 --> 03:21:31.830 align:start position:0%
because we're looking to scuttle blood
right<03:21:30.699><c> because</c><03:21:30.939><c> we're</c><03:21:31.119><c> trying</c><03:21:31.300><c> to</c><03:21:31.390><c> understand</c>

03:21:31.830 --> 03:21:31.840 align:start position:0%
right because we're trying to understand
 

03:21:31.840 --> 03:21:33.750 align:start position:0%
right because we're trying to understand
how<03:21:31.989><c> people</c><03:21:32.050><c> have</c><03:21:32.409><c> designed</c><03:21:32.680><c> before</c><03:21:33.220><c> to</c>

03:21:33.750 --> 03:21:33.760 align:start position:0%
how people have designed before to
 

03:21:33.760 --> 03:21:35.760 align:start position:0%
how people have designed before to
inform<03:21:34.119><c> the</c><03:21:34.270><c> design</c><03:21:34.449><c> of</c><03:21:34.810><c> our</c><03:21:34.899><c> actual</c><03:21:35.290><c> network</c>

03:21:35.760 --> 03:21:35.770 align:start position:0%
inform the design of our actual network
 

03:21:35.770 --> 03:21:38.070 align:start position:0%
inform the design of our actual network
and<03:21:36.010><c> so</c><03:21:36.250><c> we're</c><03:21:36.790><c> learning</c><03:21:37.270><c> off</c><03:21:37.569><c> of</c><03:21:37.720><c> each</c><03:21:37.840><c> other</c>

03:21:38.070 --> 03:21:38.080 align:start position:0%
and so we're learning off of each other
 

03:21:38.080 --> 03:21:39.530 align:start position:0%
and so we're learning off of each other
but<03:21:38.380><c> also</c><03:21:38.560><c> trying</c><03:21:38.949><c> to</c><03:21:39.069><c> create</c><03:21:39.310><c> new</c>

03:21:39.530 --> 03:21:39.540 align:start position:0%
but also trying to create new
 

03:21:39.540 --> 03:21:42.030 align:start position:0%
but also trying to create new
requirements<03:21:40.540><c> and</c><03:21:40.750><c> so</c><03:21:40.989><c> we're</c><03:21:41.590><c> running</c><03:21:41.770><c> into</c>

03:21:42.030 --> 03:21:42.040 align:start position:0%
requirements and so we're running into
 

03:21:42.040 --> 03:21:43.849 align:start position:0%
requirements and so we're running into
questions<03:21:42.520><c> that</c><03:21:42.640><c> people</c><03:21:42.790><c> have</c><03:21:43.029><c> solved</c><03:21:43.449><c> before</c>

03:21:43.849 --> 03:21:43.859 align:start position:0%
questions that people have solved before
 

03:21:43.859 --> 03:21:47.130 align:start position:0%
questions that people have solved before
that<03:21:44.859><c> have</c><03:21:45.069><c> no</c><03:21:45.460><c> actual</c><03:21:46.060><c> guide</c><03:21:46.390><c> load</c><03:21:46.569><c> if</c><03:21:46.960><c> for</c>

03:21:47.130 --> 03:21:47.140 align:start position:0%
that have no actual guide load if for
 

03:21:47.140 --> 03:21:49.649 align:start position:0%
that have no actual guide load if for
example<03:21:47.500><c> like</c><03:21:47.649><c> how</c><03:21:48.279><c> many</c><03:21:48.430><c> hops</c><03:21:48.670><c> do</c><03:21:49.119><c> we</c><03:21:49.330><c> need</c><03:21:49.479><c> to</c>

03:21:49.649 --> 03:21:49.659 align:start position:0%
example like how many hops do we need to
 

03:21:49.659 --> 03:21:51.929 align:start position:0%
example like how many hops do we need to
go<03:21:49.750><c> grab</c><03:21:49.960><c> projects</c><03:21:50.760><c> scuttlebutt</c><03:21:51.760><c> is</c>

03:21:51.929 --> 03:21:51.939 align:start position:0%
go grab projects scuttlebutt is
 

03:21:51.939 --> 03:21:53.609 align:start position:0%
go grab projects scuttlebutt is
following<03:21:52.359><c> so</c><03:21:52.689><c> you</c><03:21:52.779><c> can</c><03:21:52.960><c> see</c><03:21:53.140><c> the</c><03:21:53.260><c> post</c>

03:21:53.609 --> 03:21:53.619 align:start position:0%
following so you can see the post
 

03:21:53.619 --> 03:21:55.590 align:start position:0%
following so you can see the post
we<03:21:53.800><c> just</c><03:21:54.010><c> need</c><03:21:54.189><c> to</c><03:21:54.369><c> access</c><03:21:54.520><c> the</c><03:21:55.000><c> repo</c><03:21:55.300><c> so</c><03:21:55.510><c> we</c>

03:21:55.590 --> 03:21:55.600 align:start position:0%
we just need to access the repo so we
 

03:21:55.600 --> 03:21:57.330 align:start position:0%
we just need to access the repo so we
can<03:21:55.720><c> pull</c><03:21:55.869><c> the</c><03:21:55.960><c> code</c><03:21:56.170><c> so</c><03:21:56.500><c> it's</c><03:21:56.649><c> like</c><03:21:56.800><c> really</c>

03:21:57.330 --> 03:21:57.340 align:start position:0%
can pull the code so it's like really
 

03:21:57.340 --> 03:21:58.710 align:start position:0%
can pull the code so it's like really
interesting<03:21:57.880><c> to</c><03:21:58.119><c> start</c><03:21:58.330><c> seeing</c><03:21:58.630><c> those</c>

03:21:58.710 --> 03:21:58.720 align:start position:0%
interesting to start seeing those
 

03:21:58.720 --> 03:22:01.019 align:start position:0%
interesting to start seeing those
overlapping<03:21:59.199><c> it</c><03:21:59.409><c> not</c><03:21:59.560><c> overlapping</c><03:22:00.130><c> and</c><03:22:00.939><c> I</c>

03:22:01.019 --> 03:22:01.029 align:start position:0%
overlapping it not overlapping and I
 

03:22:01.029 --> 03:22:02.250 align:start position:0%
overlapping it not overlapping and I
think<03:22:01.239><c> that</c><03:22:01.420><c> there</c><03:22:01.600><c> could</c><03:22:01.810><c> be</c><03:22:01.840><c> a</c><03:22:01.960><c> lot</c><03:22:02.229><c> more</c>

03:22:02.250 --> 03:22:02.260 align:start position:0%
think that there could be a lot more
 

03:22:02.260 --> 03:22:04.469 align:start position:0%
think that there could be a lot more
information<03:22:03.040><c> share</c><03:22:03.250><c> how</c><03:22:03.489><c> these</c><03:22:04.000><c> networks</c><03:22:04.180><c> are</c>

03:22:04.469 --> 03:22:04.479 align:start position:0%
information share how these networks are
 

03:22:04.479 --> 03:22:06.179 align:start position:0%
information share how these networks are
designed<03:22:04.840><c> before</c><03:22:05.080><c> the</c><03:22:05.710><c> size</c><03:22:05.920><c> just</c><03:22:06.130><c> like</c>

03:22:06.179 --> 03:22:06.189 align:start position:0%
designed before the size just like
 

03:22:06.189 --> 03:22:11.070 align:start position:0%
designed before the size just like
scraping<03:22:06.729><c> through</c><03:22:07.149><c> documentation</c><03:22:09.810><c> yeah</c><03:22:10.840><c> so</c>

03:22:11.070 --> 03:22:11.080 align:start position:0%
scraping through documentation yeah so
 

03:22:11.080 --> 03:22:13.769 align:start position:0%
scraping through documentation yeah so
they<03:22:11.380><c> can</c><03:22:11.529><c> tell</c><03:22:11.739><c> something</c><03:22:12.100><c> talk</c><03:22:13.000><c> about</c><03:22:13.210><c> war</c>

03:22:13.769 --> 03:22:13.779 align:start position:0%
they can tell something talk about war
 

03:22:13.779 --> 03:22:16.950 align:start position:0%
they can tell something talk about war
zone<03:22:14.050><c> kid</c><03:22:14.979><c> networks</c><03:22:15.369><c> there's</c><03:22:16.119><c> a</c><03:22:16.449><c> talk</c><03:22:16.689><c> by</c>

03:22:16.950 --> 03:22:16.960 align:start position:0%
zone kid networks there's a talk by
 

03:22:16.960 --> 03:22:18.420 align:start position:0%
zone kid networks there's a talk by
Enoch<03:22:17.470><c> and</c><03:22:17.619><c> then</c>

03:22:18.420 --> 03:22:18.430 align:start position:0%
Enoch and then
 

03:22:18.430 --> 03:22:21.340 align:start position:0%
Enoch and then
it's<03:22:19.430><c> called</c><03:22:19.970><c> go</c><03:22:20.210><c> strike</c><03:22:20.510><c> do</c><03:22:20.659><c> you</c><03:22:20.720><c> check</c><03:22:21.199><c> it</c>

03:22:21.340 --> 03:22:21.350 align:start position:0%
it's called go strike do you check it
 

03:22:21.350 --> 03:22:23.710 align:start position:0%
it's called go strike do you check it
out<03:22:21.470><c> to</c><03:22:22.399><c> make</c><03:22:22.850><c> sure</c><03:22:22.880><c> things</c><03:22:23.090><c> go</c><03:22:23.300><c> it</c><03:22:23.510><c> looks</c>

03:22:23.710 --> 03:22:23.720 align:start position:0%
out to make sure things go it looks
 

03:22:23.720 --> 03:22:26.740 align:start position:0%
out to make sure things go it looks
where<03:22:24.290><c> I</c><03:22:24.319><c> like</c><03:22:24.529><c> the</c><03:22:24.710><c> history</c><03:22:25.609><c> books</c><03:22:26.060><c> check</c><03:22:26.689><c> it</c>

03:22:26.740 --> 03:22:26.750 align:start position:0%
where I like the history books check it
 

03:22:26.750 --> 03:22:27.309 align:start position:0%
where I like the history books check it
out

03:22:27.309 --> 03:22:27.319 align:start position:0%
out
 

03:22:27.319 --> 03:22:30.609 align:start position:0%
out
and<03:22:28.220><c> you</c><03:22:28.369><c> guys</c><03:22:28.609><c> are</c><03:22:28.790><c> game</c><03:22:29.020><c> by</c><03:22:30.020><c> both</c><03:22:30.199><c> cannot</c>

03:22:30.609 --> 03:22:30.619 align:start position:0%
and you guys are game by both cannot
 

03:22:30.619 --> 03:22:32.530 align:start position:0%
and you guys are game by both cannot
cease<03:22:30.770><c> neutral</c><03:22:31.130><c> zone</c><03:22:31.279><c> right</c><03:22:31.460><c> now</c><03:22:31.489><c> in</c><03:22:32.270><c> place</c>

03:22:32.530 --> 03:22:32.540 align:start position:0%
cease neutral zone right now in place
 

03:22:32.540 --> 03:22:34.000 align:start position:0%
cease neutral zone right now in place
for<03:22:32.750><c> some</c><03:22:32.840><c> time</c><03:22:32.899><c> too</c><03:22:33.080><c> long</c><03:22:33.199><c> this</c><03:22:33.260><c> time</c><03:22:33.319><c> if</c><03:22:33.770><c> you</c>

03:22:34.000 --> 03:22:34.010 align:start position:0%
for some time too long this time if you
 

03:22:34.010 --> 03:22:37.450 align:start position:0%
for some time too long this time if you
want<03:22:34.250><c> us</c><03:22:34.489><c> to</c><03:22:34.760><c> help</c><03:22:35.920><c> everybody</c><03:22:36.920><c> in</c><03:22:37.220><c> the</c><03:22:37.310><c> same</c>

03:22:37.450 --> 03:22:37.460 align:start position:0%
want us to help everybody in the same
 

03:22:37.460 --> 03:22:39.399 align:start position:0%
want us to help everybody in the same
room<03:22:37.640><c> and</c><03:22:37.760><c> socialize</c><03:22:38.300><c> with</c><03:22:38.330><c> salsa</c><03:22:38.810><c> feedback</c>

03:22:39.399 --> 03:22:39.409 align:start position:0%
room and socialize with salsa feedback
 

03:22:39.409 --> 03:22:41.740 align:start position:0%
room and socialize with salsa feedback
comments<03:22:40.000><c> discussions</c><03:22:41.000><c> one</c><03:22:41.119><c> get</c><03:22:41.330><c> to</c><03:22:41.420><c> connect</c>

03:22:41.740 --> 03:22:41.750 align:start position:0%
comments discussions one get to connect
 

03:22:41.750 --> 03:22:43.809 align:start position:0%
comments discussions one get to connect
works<03:22:41.930><c> we</c><03:22:42.380><c> have</c><03:22:42.409><c> a</c><03:22:42.560><c> discourse</c><03:22:42.920><c> in</c><03:22:43.430><c> sense</c><03:22:43.699><c> that</c>

03:22:43.809 --> 03:22:43.819 align:start position:0%
works we have a discourse in sense that
 

03:22:43.819 --> 03:22:46.269 align:start position:0%
works we have a discourse in sense that
means<03:22:44.119><c> they're</c><03:22:44.689><c> simply</c><03:22:45.020><c> can</c><03:22:45.680><c> also</c><03:22:45.859><c> have</c><03:22:46.069><c> to</c><03:22:46.159><c> do</c>

03:22:46.269 --> 03:22:46.279 align:start position:0%
means they're simply can also have to do
 

03:22:46.279 --> 03:22:49.280 align:start position:0%
means they're simply can also have to do
a<03:22:46.580><c> published</c><03:22:47.029><c> report</c><03:22:47.149><c> means</c><03:22:48.109><c> everybody</c>

03:22:49.280 --> 03:22:49.290 align:start position:0%
a published report means everybody
 

03:22:49.290 --> 03:22:52.220 align:start position:0%
a published report means everybody
collaborating<03:22:50.101><c> on</c><03:22:50.160><c> that</c><03:22:50.841><c> that's</c><03:22:51.841><c> talking</c>

03:22:52.220 --> 03:22:52.230 align:start position:0%
collaborating on that that's talking
 

03:22:52.230 --> 03:22:58.050 align:start position:0%
collaborating on that that's talking
chest<03:22:52.971><c> that's</c><03:22:53.971><c> also</c><03:22:54.301><c> thing</c>

03:22:58.050 --> 03:22:58.060 align:start position:0%
 
 

03:22:58.060 --> 03:23:29.740 align:start position:0%
 
[Music]

03:23:29.740 --> 03:23:29.750 align:start position:0%
 
 

03:23:29.750 --> 03:23:36.740 align:start position:0%
 
let's<03:23:31.189><c> later</c><03:23:32.189><c> so</c><03:23:34.939><c> one</c><03:23:35.939><c> problem</c><03:23:36.180><c> that</c><03:23:36.330><c> I</c><03:23:36.510><c> see</c>

03:23:36.740 --> 03:23:36.750 align:start position:0%
let's later so one problem that I see
 

03:23:36.750 --> 03:23:42.170 align:start position:0%
let's later so one problem that I see
said<03:23:37.020><c> it's</c><03:23:37.290><c> not</c><03:23:37.590><c> easy</c><03:23:37.950><c> to</c><03:23:39.050><c> like</c><03:23:40.050><c> like</c><03:23:41.180><c> if</c>

03:23:42.170 --> 03:23:42.180 align:start position:0%
said it's not easy to like like if
 

03:23:42.180 --> 03:23:44.030 align:start position:0%
said it's not easy to like like if
you're<03:23:42.330><c> building</c><03:23:42.540><c> a</c><03:23:42.780><c> network</c><03:23:42.960><c> for</c><03:23:43.260><c> phones</c><03:23:43.620><c> and</c>

03:23:44.030 --> 03:23:44.040 align:start position:0%
you're building a network for phones and
 

03:23:44.040 --> 03:23:46.280 align:start position:0%
you're building a network for phones and
usually<03:23:44.640><c> the</c><03:23:44.850><c> place</c><03:23:45.240><c> you</c><03:23:45.510><c> go</c><03:23:45.660><c> to</c><03:23:45.689><c> is</c><03:23:46.050><c> like</c>

03:23:46.280 --> 03:23:46.290 align:start position:0%
usually the place you go to is like
 

03:23:46.290 --> 03:23:49.340 align:start position:0%
usually the place you go to is like
pharmacies<03:23:46.800><c> and</c><03:23:47.100><c> you</c><03:23:48.030><c> can</c><03:23:48.210><c> just</c><03:23:48.420><c> like</c><03:23:48.750><c> there</c>

03:23:49.340 --> 03:23:49.350 align:start position:0%
pharmacies and you can just like there
 

03:23:49.350 --> 03:23:50.690 align:start position:0%
pharmacies and you can just like there
are<03:23:49.410><c> so</c><03:23:49.560><c> many</c><03:23:49.650><c> other</c><03:23:49.890><c> seeds</c><03:23:50.160><c> you</c><03:23:50.400><c> can</c><03:23:50.520><c> read</c>

03:23:50.690 --> 03:23:50.700 align:start position:0%
are so many other seeds you can read
 

03:23:50.700 --> 03:23:52.610 align:start position:0%
are so many other seeds you can read
them<03:23:50.820><c> all</c><03:23:50.970><c> you</c><03:23:51.300><c> can</c><03:23:51.360><c> read</c><03:23:51.630><c> about</c><03:23:51.720><c> like</c><03:23:52.080><c> how</c><03:23:52.560><c> the</c>

03:23:52.610 --> 03:23:52.620 align:start position:0%
them all you can read about like how the
 

03:23:52.620 --> 03:23:55.370 align:start position:0%
them all you can read about like how the
Internet<03:23:53.070><c> is</c><03:23:53.130><c> made</c><03:23:53.400><c> and</c><03:23:53.670><c> how</c><03:23:53.729><c> some</c><03:23:54.660><c> things</c><03:23:54.689><c> are</c>

03:23:55.370 --> 03:23:55.380 align:start position:0%
Internet is made and how some things are
 

03:23:55.380 --> 03:23:56.341 align:start position:0%
Internet is made and how some things are
made

03:23:56.341 --> 03:23:56.351 align:start position:0%
made
 

03:23:56.351 --> 03:23:59.651 align:start position:0%
made
maybe<03:23:57.351><c> won't</c><03:23:57.561><c> even</c><03:23:57.950><c> use</c><03:23:57.980><c> anymore</c><03:23:58.431><c> like</c><03:23:59.331><c> what</c>

03:23:59.651 --> 03:23:59.661 align:start position:0%
maybe won't even use anymore like what
 

03:23:59.661 --> 03:24:02.531 align:start position:0%
maybe won't even use anymore like what
the<03:23:59.780><c> thinking</c><03:24:00.021><c> was</c><03:24:00.200><c> like</c><03:24:00.860><c> but</c><03:24:01.671><c> way</c><03:24:01.881><c> back</c><03:24:02.150><c> with</c>

03:24:02.531 --> 03:24:02.541 align:start position:0%
the thinking was like but way back with
 

03:24:02.541 --> 03:24:04.180 align:start position:0%
the thinking was like but way back with
like<03:24:02.900><c> just</c><03:24:03.141><c> recently</c><03:24:03.320><c> for</c><03:24:03.711><c> some</c><03:24:03.891><c> like</c><03:24:04.041><c> things</c>

03:24:04.180 --> 03:24:04.190 align:start position:0%
like just recently for some like things
 

03:24:04.190 --> 03:24:05.951 align:start position:0%
like just recently for some like things
like<03:24:04.400><c> two</c><03:24:04.851><c> days</c><03:24:05.030><c> ago</c><03:24:05.181><c> it</c><03:24:05.661><c> was</c><03:24:05.721><c> really</c>

03:24:05.951 --> 03:24:05.961 align:start position:0%
like two days ago it was really
 

03:24:05.961 --> 03:24:10.571 align:start position:0%
like two days ago it was really
interesting<03:24:07.721><c> news</c><03:24:08.721><c> about</c><03:24:08.841><c> like</c><03:24:09.351><c> the</c><03:24:09.581><c> most</c>

03:24:10.571 --> 03:24:10.581 align:start position:0%
interesting news about like the most
 

03:24:10.581 --> 03:24:12.730 align:start position:0%
interesting news about like the most
protocol<03:24:11.061><c> and</c><03:24:11.631><c> actually</c><03:24:11.931><c> I</c><03:24:11.961><c> thought</c><03:24:12.530><c> that</c>

03:24:12.730 --> 03:24:12.740 align:start position:0%
protocol and actually I thought that
 

03:24:12.740 --> 03:24:14.591 align:start position:0%
protocol and actually I thought that
that<03:24:12.891><c> was</c><03:24:13.041><c> insane</c><03:24:13.490><c> because</c><03:24:13.700><c> the</c><03:24:14.240><c> thinking</c>

03:24:14.591 --> 03:24:14.601 align:start position:0%
that was insane because the thinking
 

03:24:14.601 --> 03:24:16.451 align:start position:0%
that was insane because the thinking
that<03:24:14.721><c> went</c><03:24:14.871><c> into</c><03:24:15.081><c> this</c><03:24:15.291><c> was</c><03:24:15.740><c> like</c><03:24:15.950><c> I</c><03:24:16.131><c> wasn't</c>

03:24:16.451 --> 03:24:16.461 align:start position:0%
that went into this was like I wasn't
 

03:24:16.461 --> 03:24:18.251 align:start position:0%
that went into this was like I wasn't
really<03:24:16.700><c> aware</c><03:24:17.061><c> of</c><03:24:17.181><c> it</c><03:24:17.360><c> but</c><03:24:17.751><c> the</c><03:24:17.841><c> cool</c><03:24:18.021><c> thing</c><03:24:18.051><c> is</c>

03:24:18.251 --> 03:24:18.261 align:start position:0%
really aware of it but the cool thing is
 

03:24:18.261 --> 03:24:19.901 align:start position:0%
really aware of it but the cool thing is
it<03:24:18.440><c> was</c><03:24:18.561><c> defined</c><03:24:18.950><c> in</c><03:24:19.070><c> it</c><03:24:19.221><c> in</c><03:24:19.400><c> the</c><03:24:19.461><c> door</c><03:24:19.641><c> see</c>

03:24:19.901 --> 03:24:19.911 align:start position:0%
it was defined in it in the door see
 

03:24:19.911 --> 03:24:22.571 align:start position:0%
it was defined in it in the door see
like<03:24:20.211><c> years</c><03:24:21.051><c> ago</c><03:24:21.320><c> and</c><03:24:21.860><c> I</c><03:24:21.950><c> think</c><03:24:22.011><c> I</c><03:24:22.280><c> can</c><03:24:22.431><c> still</c>

03:24:22.571 --> 03:24:22.581 align:start position:0%
like years ago and I think I can still
 

03:24:22.581 --> 03:24:24.011 align:start position:0%
like years ago and I think I can still
read<03:24:22.761><c> about</c><03:24:22.971><c> that</c><03:24:23.150><c> I</c><03:24:23.271><c> could</c><03:24:23.331><c> actually</c><03:24:23.631><c> I</c><03:24:23.811><c> was</c>

03:24:24.011 --> 03:24:24.021 align:start position:0%
read about that I could actually I was
 

03:24:24.021 --> 03:24:25.511 align:start position:0%
read about that I could actually I was
like<03:24:24.110><c> oh</c><03:24:24.261><c> yeah</c><03:24:24.501><c> they</c><03:24:24.711><c> have</c><03:24:24.921><c> some</c><03:24:25.311><c> interesting</c>

03:24:25.511 --> 03:24:25.521 align:start position:0%
like oh yeah they have some interesting
 

03:24:25.521 --> 03:24:27.281 align:start position:0%
like oh yeah they have some interesting
issues<03:24:25.820><c> and</c><03:24:26.240><c> like</c><03:24:26.690><c> these</c><03:24:26.841><c> issues</c><03:24:27.141><c> are</c>

03:24:27.281 --> 03:24:27.291 align:start position:0%
issues and like these issues are
 

03:24:27.291 --> 03:24:29.770 align:start position:0%
issues and like these issues are
relevant<03:24:27.711><c> and</c><03:24:28.221><c> like</c><03:24:28.791><c> some</c><03:24:29.240><c> of</c><03:24:29.331><c> the</c><03:24:29.450><c> system</c>

03:24:29.770 --> 03:24:29.780 align:start position:0%
relevant and like some of the system
 

03:24:29.780 --> 03:24:31.060 align:start position:0%
relevant and like some of the system
that<03:24:29.871><c> they</c><03:24:29.990><c> built</c><03:24:30.171><c> there</c><03:24:30.351><c> for</c><03:24:30.381><c> example</c><03:24:30.860><c> really</c>

03:24:31.060 --> 03:24:31.070 align:start position:0%
that they built there for example really
 

03:24:31.070 --> 03:24:32.321 align:start position:0%
that they built there for example really
similar<03:24:31.341><c> to</c><03:24:31.461><c> what</c><03:24:31.641><c> people</c><03:24:31.761><c> are</c><03:24:32.030><c> building</c>

03:24:32.321 --> 03:24:32.331 align:start position:0%
similar to what people are building
 

03:24:32.331 --> 03:24:34.591 align:start position:0%
similar to what people are building
today<03:24:32.450><c> was</c><03:24:32.871><c> basically</c><03:24:33.291><c> about</c><03:24:33.530><c> that</c><03:24:33.740><c> indexing</c>

03:24:34.591 --> 03:24:34.601 align:start position:0%
today was basically about that indexing
 

03:24:34.601 --> 03:24:37.871 align:start position:0%
today was basically about that indexing
identity<03:24:35.601><c> information</c><03:24:35.871><c> you</c><03:24:36.381><c> know</c><03:24:36.530><c> like</c><03:24:36.881><c> it</c>

03:24:37.871 --> 03:24:37.881 align:start position:0%
identity information you know like it
 

03:24:37.881 --> 03:24:40.151 align:start position:0%
identity information you know like it
was<03:24:38.061><c> was</c><03:24:38.631><c> just</c><03:24:38.661><c> had</c><03:24:39.650><c> like</c><03:24:39.771><c> a</c><03:24:39.831><c> bit</c><03:24:40.011><c> of</c><03:24:40.101><c> a</c>

03:24:40.151 --> 03:24:40.161 align:start position:0%
was was just had like a bit of a
 

03:24:40.161 --> 03:24:41.711 align:start position:0%
was was just had like a bit of a
flashback<03:24:40.610><c> I</c><03:24:40.641><c> was</c><03:24:40.971><c> like</c><03:24:41.121><c> you</c><03:24:41.240><c> know</c><03:24:41.360><c> what</c><03:24:41.601><c> why</c>

03:24:41.711 --> 03:24:41.721 align:start position:0%
flashback I was like you know what why
 

03:24:41.721 --> 03:24:43.270 align:start position:0%
flashback I was like you know what why
do<03:24:41.780><c> we</c><03:24:41.931><c> have</c><03:24:42.081><c> something</c><03:24:42.291><c> like</c><03:24:42.561><c> that</c><03:24:42.740><c> like</c>

03:24:43.270 --> 03:24:43.280 align:start position:0%
do we have something like that like
 

03:24:43.280 --> 03:24:48.161 align:start position:0%
do we have something like that like
there<03:24:43.551><c> is</c><03:24:43.641><c> no</c><03:24:43.881><c> sort</c><03:24:44.721><c> of</c><03:24:44.780><c> like</c><03:24:47.171><c> repository</c>

03:24:48.161 --> 03:24:48.171 align:start position:0%
there is no sort of like repository
 

03:24:48.171 --> 03:24:50.081 align:start position:0%
there is no sort of like repository
before<03:24:48.561><c> like</c><03:24:48.771><c> all</c><03:24:49.400><c> the</c><03:24:49.641><c> people</c><03:24:49.911><c> you</c><03:24:50.001><c> know</c>

03:24:50.081 --> 03:24:50.091 align:start position:0%
before like all the people you know
 

03:24:50.091 --> 03:24:51.701 align:start position:0%
before like all the people you know
condition<03:24:50.601><c> for</c><03:24:50.780><c> example</c><03:24:50.990><c> and</c><03:24:51.261><c> this</c><03:24:51.381><c> is</c><03:24:51.530><c> just</c>

03:24:51.701 --> 03:24:51.711 align:start position:0%
condition for example and this is just
 

03:24:51.711 --> 03:24:53.531 align:start position:0%
condition for example and this is just
about<03:24:51.860><c> basic</c><03:24:52.551><c> techniques</c><03:24:52.971><c> you</c><03:24:53.240><c> know</c><03:24:53.331><c> like</c>

03:24:53.531 --> 03:24:53.541 align:start position:0%
about basic techniques you know like
 

03:24:53.541 --> 03:24:54.821 align:start position:0%
about basic techniques you know like
thinks<03:24:53.841><c> that</c><03:24:53.871><c> you</c><03:24:54.051><c> have</c><03:24:54.230><c> to</c><03:24:54.381><c> like</c><03:24:54.501><c> everyone</c>

03:24:54.821 --> 03:24:54.831 align:start position:0%
thinks that you have to like everyone
 

03:24:54.831 --> 03:24:56.651 align:start position:0%
thinks that you have to like everyone
who<03:24:55.161><c> goes</c><03:24:55.371><c> in</c><03:24:55.581><c> the</c><03:24:55.671><c> PDP</c><03:24:56.091><c> has</c><03:24:56.240><c> to</c><03:24:56.391><c> learn</c><03:24:56.541><c> about</c>

03:24:56.651 --> 03:24:56.661 align:start position:0%
who goes in the PDP has to learn about
 

03:24:56.661 --> 03:24:58.631 align:start position:0%
who goes in the PDP has to learn about
all<03:24:57.021><c> that</c><03:24:57.230><c> stuff</c><03:24:57.530><c> over</c><03:24:57.740><c> and</c><03:24:57.950><c> over</c><03:24:58.041><c> again</c><03:24:58.311><c> and</c>

03:24:58.631 --> 03:24:58.641 align:start position:0%
all that stuff over and over again and
 

03:24:58.641 --> 03:25:00.520 align:start position:0%
all that stuff over and over again and
then<03:24:59.091><c> they</c><03:24:59.240><c> like</c><03:24:59.511><c> eventually</c><03:24:59.900><c> it</c><03:25:00.320><c> was</c>

03:25:00.520 --> 03:25:00.530 align:start position:0%
then they like eventually it was
 

03:25:00.530 --> 03:25:02.321 align:start position:0%
then they like eventually it was
covering<03:25:00.980><c> there</c><03:25:01.341><c> was</c><03:25:01.490><c> this</c><03:25:01.641><c> this</c><03:25:01.820><c> is</c><03:25:02.030><c> super</c>

03:25:02.321 --> 03:25:02.331 align:start position:0%
covering there was this this is super
 

03:25:02.331 --> 03:25:03.881 align:start position:0%
covering there was this this is super
cool<03:25:02.480><c> software</c><03:25:02.900><c> project</c><03:25:03.230><c> that</c><03:25:03.411><c> you</c><03:25:03.591><c> know</c><03:25:03.711><c> I</c>

03:25:03.881 --> 03:25:03.891 align:start position:0%
cool software project that you know I
 

03:25:03.891 --> 03:25:05.081 align:start position:0%
cool software project that you know I
didn't<03:25:04.190><c> even</c><03:25:04.221><c> know</c><03:25:04.400><c> about</c><03:25:04.581><c> and</c><03:25:04.761><c> they</c><03:25:05.061><c> have</c>

03:25:05.081 --> 03:25:05.091 align:start position:0%
didn't even know about and they have
 

03:25:05.091 --> 03:25:07.560 align:start position:0%
didn't even know about and they have
they<03:25:05.751><c> have</c><03:25:05.780><c> this</c><03:25:06.081><c> awesome</c><03:25:06.351><c> way</c><03:25:06.650><c> of</c><03:25:06.950><c> like</c>

03:25:07.560 --> 03:25:07.570 align:start position:0%
they have this awesome way of like
 

03:25:07.570 --> 03:25:10.390 align:start position:0%
they have this awesome way of like
handing<03:25:08.570><c> that</c><03:25:08.811><c> or</c><03:25:09.230><c> you</c><03:25:09.381><c> know</c><03:25:09.501><c> I</c><03:25:09.711><c> think</c><03:25:09.891><c> these</c>

03:25:10.390 --> 03:25:10.400 align:start position:0%
handing that or you know I think these
 

03:25:10.400 --> 03:25:12.071 align:start position:0%
handing that or you know I think these
kinds<03:25:10.700><c> of</c><03:25:10.761><c> things</c><03:25:10.911><c> are</c><03:25:11.121><c> just</c><03:25:11.271><c> like</c><03:25:11.601><c> I</c><03:25:11.811><c> feel</c>

03:25:12.071 --> 03:25:12.081 align:start position:0%
kinds of things are just like I feel
 

03:25:12.081 --> 03:25:14.560 align:start position:0%
kinds of things are just like I feel
like<03:25:12.141><c> the</c><03:25:12.411><c> space</c><03:25:12.980><c> right</c><03:25:13.221><c> now</c><03:25:13.431><c> is</c><03:25:13.971><c> because</c>

03:25:14.560 --> 03:25:14.570 align:start position:0%
like the space right now is because
 

03:25:14.570 --> 03:25:16.211 align:start position:0%
like the space right now is because
we're<03:25:14.751><c> not</c><03:25:14.900><c> being</c><03:25:15.171><c> in</c><03:25:15.291><c> academia</c><03:25:15.740><c> we're</c><03:25:16.041><c> just</c>

03:25:16.211 --> 03:25:16.221 align:start position:0%
we're not being in academia we're just
 

03:25:16.221 --> 03:25:19.740 align:start position:0%
we're not being in academia we're just
you<03:25:16.461><c> know</c><03:25:16.551><c> like</c><03:25:16.791><c> just</c><03:25:17.291><c> people</c><03:25:18.291><c> was</c><03:25:18.711><c> different</c>

03:25:19.740 --> 03:25:19.750 align:start position:0%
you know like just people was different
 

03:25:19.750 --> 03:25:22.860 align:start position:0%
you know like just people was different
development<03:25:20.650><c> I</c><03:25:20.710><c> guess</c><03:25:21.030><c> is</c><03:25:22.030><c> is</c><03:25:22.390><c> that</c><03:25:22.570><c> this</c><03:25:22.690><c> very</c>

03:25:22.860 --> 03:25:22.870 align:start position:0%
development I guess is is that this very
 

03:25:22.870 --> 03:25:25.050 align:start position:0%
development I guess is is that this very
product<03:25:23.380><c> eyes</c><03:25:23.590><c> the</c><03:25:24.280><c> whole</c><03:25:24.400><c> thing</c><03:25:24.640><c> like</c><03:25:24.910><c> you're</c>

03:25:25.050 --> 03:25:25.060 align:start position:0%
product eyes the whole thing like you're
 

03:25:25.060 --> 03:25:26.310 align:start position:0%
product eyes the whole thing like you're
always<03:25:25.180><c> talking</c><03:25:25.600><c> about</c><03:25:25.660><c> that</c><03:25:25.810><c> what's</c><03:25:26.200><c> my</c>

03:25:26.310 --> 03:25:26.320 align:start position:0%
always talking about that what's my
 

03:25:26.320 --> 03:25:26.850 align:start position:0%
always talking about that what's my
product

03:25:26.850 --> 03:25:26.860 align:start position:0%
product
 

03:25:26.860 --> 03:25:28.830 align:start position:0%
product
what<03:25:27.010><c> is</c><03:25:27.100><c> my</c><03:25:27.220><c> product</c><03:25:27.460><c> -</c><03:25:27.700><c> how's</c><03:25:28.240><c> my</c><03:25:28.480><c> product</c>

03:25:28.830 --> 03:25:28.840 align:start position:0%
what is my product - how's my product
 

03:25:28.840 --> 03:25:30.210 align:start position:0%
what is my product - how's my product
constructed<03:25:29.260><c> even</c><03:25:29.470><c> the</c><03:25:29.590><c> product</c><03:25:29.830><c> of</c><03:25:30.100><c> the</c>

03:25:30.210 --> 03:25:30.220 align:start position:0%
constructed even the product of the
 

03:25:30.220 --> 03:26:21.180 align:start position:0%
constructed even the product of the
source<03:26:15.270><c> this</c><03:26:16.270><c> is</c><03:26:17.160><c> so</c><03:26:18.160><c> I</c><03:26:18.460><c> mean</c><03:26:20.070><c> who's</c><03:26:21.070><c> gonna</c>

03:26:21.180 --> 03:26:21.190 align:start position:0%
source this is so I mean who's gonna
 

03:26:21.190 --> 03:26:26.280 align:start position:0%
source this is so I mean who's gonna
fund<03:26:21.490><c> that</c><03:26:22.890><c> I</c><03:26:24.180><c> mean</c><03:26:25.180><c> I</c><03:26:25.240><c> people</c><03:26:25.540><c> to</c><03:26:25.660><c> figure</c><03:26:26.110><c> that</c>

03:26:26.280 --> 03:26:26.290 align:start position:0%
fund that I mean I people to figure that
 

03:26:26.290 --> 03:26:38.840 align:start position:0%
fund that I mean I people to figure that
out

03:26:38.840 --> 03:26:38.850 align:start position:0%
 
 

03:26:38.850 --> 03:26:44.830 align:start position:0%
 
[Music]

03:26:44.830 --> 03:26:44.840 align:start position:0%
 
 

03:26:44.840 --> 03:26:50.780 align:start position:0%
 
and<03:26:46.100><c> we</c><03:26:47.100><c> look</c><03:26:47.310><c> to</c><03:26:47.340><c> kid</c><03:26:49.190><c> since</c><03:26:50.190><c> the</c><03:26:50.310><c> beginning</c>

03:26:50.780 --> 03:26:50.790 align:start position:0%
and we look to kid since the beginning
 

03:26:50.790 --> 03:26:54.200 align:start position:0%
and we look to kid since the beginning
two<03:26:51.540><c> years</c><03:26:51.720><c> ago</c><03:26:52.520><c> and</c><03:26:53.520><c> we</c><03:26:53.550><c> realized</c><03:26:53.940><c> they</c><03:26:54.090><c> were</c>

03:26:54.200 --> 03:26:54.210 align:start position:0%
two years ago and we realized they were
 

03:26:54.210 --> 03:26:59.300 align:start position:0%
two years ago and we realized they were
like<03:26:54.240><c> a</c><03:26:54.600><c> lot</c><03:26:54.810><c> of</c><03:26:54.990><c> design</c><03:26:55.710><c> yes</c><03:26:58.280><c> assumption</c><03:26:59.280><c> that</c>

03:26:59.300 --> 03:26:59.310 align:start position:0%
like a lot of design yes assumption that
 

03:26:59.310 --> 03:27:00.770 align:start position:0%
like a lot of design yes assumption that
they<03:26:59.640><c> didn't</c><03:27:00.000><c> work</c><03:27:00.150><c> for</c><03:27:00.180><c> us</c>

03:27:00.770 --> 03:27:00.780 align:start position:0%
they didn't work for us
 

03:27:00.780 --> 03:27:05.600 align:start position:0%
they didn't work for us
so<03:27:01.610><c> in</c><03:27:02.610><c> our</c><03:27:02.760><c> I</c><03:27:03.180><c> guess</c><03:27:03.560><c> problem</c><03:27:04.560><c> we</c><03:27:04.890><c> had</c><03:27:05.250><c> to</c><03:27:05.280><c> do</c>

03:27:05.600 --> 03:27:05.610 align:start position:0%
so in our I guess problem we had to do
 

03:27:05.610 --> 03:27:09.969 align:start position:0%
so in our I guess problem we had to do
like<03:27:05.820><c> a</c><03:27:05.880><c> lot</c><03:27:06.240><c> of</c><03:27:07.280><c> designs</c><03:27:08.280><c> bags</c><03:27:08.729><c> trade</c><03:27:09.210><c> our</c>

03:27:09.969 --> 03:27:09.979 align:start position:0%
like a lot of designs bags trade our
 

03:27:09.979 --> 03:27:13.580 align:start position:0%
like a lot of designs bags trade our
research<03:27:10.979><c> back</c><03:27:11.340><c> as</c><03:27:11.550><c> you</c><03:27:12.300><c> know</c><03:27:12.420><c> you</c><03:27:12.590><c> mentioned</c>

03:27:13.580 --> 03:27:13.590 align:start position:0%
research back as you know you mentioned
 

03:27:13.590 --> 03:27:25.040 align:start position:0%
research back as you know you mentioned
and<03:27:16.580><c> there's</c><03:27:17.580><c> a</c><03:27:17.700><c> lot</c><03:27:18.060><c> of</c><03:27:22.700><c> I</c><03:27:23.700><c> think</c><03:27:24.030><c> like</c><03:27:24.420><c> maybe</c>

03:27:25.040 --> 03:27:25.050 align:start position:0%
and there's a lot of I think like maybe
 

03:27:25.050 --> 03:27:27.620 align:start position:0%
and there's a lot of I think like maybe
like<03:27:25.410><c> content</c><03:27:25.860><c> to</c><03:27:26.010><c> be</c><03:27:26.130><c> that</c><03:27:26.280><c> you</c><03:27:26.460><c> like</c><03:27:26.640><c> we</c><03:27:27.360><c> like</c>

03:27:27.620 --> 03:27:27.630 align:start position:0%
like content to be that you like we like
 

03:27:27.630 --> 03:27:28.751 align:start position:0%
like content to be that you like we like
comment<03:27:28.080><c> both</c>

03:27:28.751 --> 03:27:28.761 align:start position:0%
comment both
 

03:27:28.761 --> 03:27:33.430 align:start position:0%
comment both
and<03:27:30.160><c> community</c><03:27:31.160><c> knowledge</c><03:27:32.150><c> sharing</c><03:27:32.570><c> and</c><03:27:32.900><c> big</c>

03:27:33.430 --> 03:27:33.440 align:start position:0%
and community knowledge sharing and big
 

03:27:33.440 --> 03:27:34.780 align:start position:0%
and community knowledge sharing and big
healthy<03:27:33.771><c> product</c><03:27:34.101><c> because</c><03:27:34.431><c> that</c><03:27:34.671><c> will</c>

03:27:34.780 --> 03:27:34.790 align:start position:0%
healthy product because that will
 

03:27:34.790 --> 03:27:38.440 align:start position:0%
healthy product because that will
provide<03:27:35.471><c> monetary</c><03:27:36.471><c> view</c><03:27:36.971><c> by</c><03:27:37.971><c> the</c><03:27:38.030><c> same</c><03:27:38.271><c> time</c>

03:27:38.440 --> 03:27:38.450 align:start position:0%
provide monetary view by the same time
 

03:27:38.450 --> 03:27:40.780 align:start position:0%
provide monetary view by the same time
like<03:27:38.690><c> if</c><03:27:38.900><c> you</c><03:27:39.021><c> think</c><03:27:39.261><c> how</c><03:27:39.500><c> many</c><03:27:39.790><c> graphical</c>

03:27:40.780 --> 03:27:40.790 align:start position:0%
like if you think how many graphical
 

03:27:40.790 --> 03:27:46.291 align:start position:0%
like if you think how many graphical
each<03:27:41.240><c> key</c><03:27:41.601><c> goes</c><03:27:41.870><c> into</c><03:27:42.171><c> a</c><03:27:42.200><c> other</c><03:27:43.190><c> or</c><03:27:45.040><c> Society</c><03:27:46.040><c> or</c>

03:27:46.291 --> 03:27:46.301 align:start position:0%
each key goes into a other or Society or
 

03:27:46.301 --> 03:27:48.820 align:start position:0%
each key goes into a other or Society or
ecosystem<03:27:47.301><c> measure</c><03:27:47.811><c> wasting</c><03:27:48.290><c> more</c><03:27:48.440><c> money</c><03:27:48.500><c> on</c>

03:27:48.820 --> 03:27:48.830 align:start position:0%
ecosystem measure wasting more money on
 

03:27:48.830 --> 03:27:51.610 align:start position:0%
ecosystem measure wasting more money on
that<03:27:49.070><c> side</c><03:27:49.400><c> of</c><03:27:49.761><c> like</c><03:27:50.601><c> you</c><03:27:50.690><c> know</c><03:27:50.721><c> with</c><03:27:51.471><c> the</c>

03:27:51.610 --> 03:27:51.620 align:start position:0%
that side of like you know with the
 

03:27:51.620 --> 03:27:55.930 align:start position:0%
that side of like you know with the
whole<03:27:51.860><c> life</c>

03:27:55.930 --> 03:27:55.940 align:start position:0%
 
 

03:27:55.940 --> 03:27:58.540 align:start position:0%
 
which

03:27:58.540 --> 03:27:58.550 align:start position:0%
which
 

03:27:58.550 --> 03:28:01.400 align:start position:0%
which
[Music]

03:28:01.400 --> 03:28:01.410 align:start position:0%
[Music]
 

03:28:01.410 --> 03:28:03.830 align:start position:0%
[Music]
depending<03:28:02.100><c> on</c><03:28:02.130><c> how</c><03:28:02.340><c> much</c><03:28:02.520><c> public</c><03:28:02.850><c> energy</c><03:28:03.420><c> mass</c>

03:28:03.830 --> 03:28:03.840 align:start position:0%
depending on how much public energy mass
 

03:28:03.840 --> 03:28:05.990 align:start position:0%
depending on how much public energy mass
pretty<03:28:04.500><c> medical</c><03:28:04.950><c> protocol</c><03:28:05.430><c> communications</c>

03:28:05.990 --> 03:28:06.000 align:start position:0%
pretty medical protocol communications
 

03:28:06.000 --> 03:28:08.840 align:start position:0%
pretty medical protocol communications
anyway<03:28:06.899><c> attention</c><03:28:07.410><c> to</c><03:28:07.500><c> the</c><03:28:07.590><c> project</c><03:28:07.979><c> but</c><03:28:08.610><c> not</c>

03:28:08.840 --> 03:28:08.850 align:start position:0%
anyway attention to the project but not
 

03:28:08.850 --> 03:28:11.630 align:start position:0%
anyway attention to the project but not
to<03:28:09.090><c> actually</c><03:28:09.300><c> lead</c><03:28:09.750><c> into</c><03:28:10.080><c> other</c><03:28:10.640><c> projects</c>

03:28:11.630 --> 03:28:11.640 align:start position:0%
to actually lead into other projects
 

03:28:11.640 --> 03:28:13.820 align:start position:0%
to actually lead into other projects
that<03:28:11.729><c> may</c><03:28:12.090><c> give</c><03:28:12.270><c> us</c><03:28:12.390><c> a</c><03:28:12.540><c> different</c><03:28:13.410><c> approach</c>

03:28:13.820 --> 03:28:13.830 align:start position:0%
that may give us a different approach
 

03:28:13.830 --> 03:28:16.220 align:start position:0%
that may give us a different approach
and<03:28:14.610><c> worked</c><03:28:14.970><c> through</c><03:28:15.090><c> that</c><03:28:15.420><c> and</c><03:28:15.660><c> it</c><03:28:15.750><c> also</c>

03:28:16.220 --> 03:28:16.230 align:start position:0%
and worked through that and it also
 

03:28:16.230 --> 03:28:18.650 align:start position:0%
and worked through that and it also
today<03:28:16.980><c> to</c><03:28:17.040><c> compare</c><03:28:17.610><c> them</c><03:28:17.790><c> I</c><03:28:17.940><c> think</c><03:28:18.061><c> you</c><03:28:18.450><c> just</c>

03:28:18.650 --> 03:28:18.660 align:start position:0%
today to compare them I think you just
 

03:28:18.660 --> 03:28:21.551 align:start position:0%
today to compare them I think you just
like<03:28:19.110><c> know</c><03:28:19.351><c> that</c><03:28:19.801><c> he</c><03:28:19.891><c> came</c><03:28:20.040><c> in</c><03:28:20.190><c> funding</c><03:28:20.671><c> to</c>

03:28:21.551 --> 03:28:21.561 align:start position:0%
like know that he came in funding to
 

03:28:21.561 --> 03:28:23.900 align:start position:0%
like know that he came in funding to
make<03:28:22.561><c> the</c><03:28:22.591><c> kind</c><03:28:22.950><c> of</c><03:28:22.980><c> comparison</c><03:28:23.400><c> were</c>

03:28:23.900 --> 03:28:23.910 align:start position:0%
make the kind of comparison were
 

03:28:23.910 --> 03:28:28.820 align:start position:0%
make the kind of comparison were
possible<03:28:24.690><c> then</c><03:28:25.290><c> I</c><03:28:25.671><c> person</c>

03:28:28.820 --> 03:28:28.830 align:start position:0%
 
 

03:28:28.830 --> 03:28:31.461 align:start position:0%
 
because<03:28:29.280><c> I</c><03:28:29.370><c> think</c><03:28:29.431><c> it's</c><03:28:29.700><c> worth</c><03:28:30.271><c> -</c><03:28:30.510><c> I</c><03:28:30.870><c> wasn't</c>

03:28:31.461 --> 03:28:31.471 align:start position:0%
because I think it's worth - I wasn't
 

03:28:31.471 --> 03:28:33.650 align:start position:0%
because I think it's worth - I wasn't
keeping<03:28:31.620><c> up</c><03:28:31.830><c> to</c><03:28:31.860><c> date</c><03:28:32.010><c> any</c><03:28:32.490><c> way</c><03:28:32.610><c> to</c><03:28:32.670><c> do</c><03:28:32.910><c> it</c><03:28:33.510><c> all</c>

03:28:33.650 --> 03:28:33.660 align:start position:0%
keeping up to date any way to do it all
 

03:28:33.660 --> 03:28:35.330 align:start position:0%
keeping up to date any way to do it all
so<03:28:33.690><c> basically</c><03:28:34.290><c> that</c><03:28:34.530><c> will</c><03:28:34.681><c> help</c><03:28:34.891><c> between</c>

03:28:35.330 --> 03:28:35.340 align:start position:0%
so basically that will help between
 

03:28:35.340 --> 03:28:37.551 align:start position:0%
so basically that will help between
probably<03:28:36.271><c> informants</c><03:28:36.900><c> all</c><03:28:37.050><c> these</c><03:28:37.200><c> different</c>

03:28:37.551 --> 03:28:37.561 align:start position:0%
probably informants all these different
 

03:28:37.561 --> 03:28:38.990 align:start position:0%
probably informants all these different
cues<03:28:37.771><c> about</c><03:28:37.891><c> a</c><03:28:38.010><c> different</c><03:28:38.340><c> decision</c><03:28:38.550><c> that</c><03:28:38.820><c> be</c>

03:28:38.990 --> 03:28:39.000 align:start position:0%
cues about a different decision that be
 

03:28:39.000 --> 03:28:44.900 align:start position:0%
cues about a different decision that be
more<03:28:39.271><c> aware</c><03:28:39.570><c> of</c><03:28:39.870><c> why</c><03:28:43.101><c> he</c><03:28:44.101><c> said</c><03:28:44.340><c> or</c><03:28:44.641><c> he</c><03:28:44.700><c> said</c>

03:28:44.900 --> 03:28:44.910 align:start position:0%
more aware of why he said or he said
 

03:28:44.910 --> 03:28:46.870 align:start position:0%
more aware of why he said or he said
because<03:28:45.061><c> there's</c><03:28:45.420><c> no</c><03:28:45.630><c> organization</c><03:28:46.050><c> that</c><03:28:46.530><c> is</c>

03:28:46.870 --> 03:28:46.880 align:start position:0%
because there's no organization that is
 

03:28:46.880 --> 03:28:54.051 align:start position:0%
because there's no organization that is
coordinating<03:28:47.880><c> everything</c><03:28:48.150><c> or</c><03:28:52.550><c> that</c><03:28:53.550><c> goes</c>

03:28:54.051 --> 03:28:54.061 align:start position:0%
coordinating everything or that goes
 

03:28:54.061 --> 03:28:56.480 align:start position:0%
coordinating everything or that goes
around<03:28:54.210><c> interviewing</c><03:28:54.840><c> and</c><03:28:55.410><c> collects</c><03:28:56.040><c> data</c><03:28:56.250><c> it</c>

03:28:56.480 --> 03:28:56.490 align:start position:0%
around interviewing and collects data it
 

03:28:56.490 --> 03:29:04.461 align:start position:0%
around interviewing and collects data it
keeps<03:28:56.790><c> like</c><03:28:57.000><c> a</c><03:28:57.050><c> comparison</c><03:29:03.141><c> there</c><03:29:04.141><c> with</c><03:29:04.320><c> no</c>

03:29:04.461 --> 03:29:04.471 align:start position:0%
keeps like a comparison there with no
 

03:29:04.471 --> 03:29:06.350 align:start position:0%
keeps like a comparison there with no
software<03:29:04.860><c> 25</c><03:29:05.280><c> minutes</c><03:29:05.521><c> on</c><03:29:05.641><c> like</c><03:29:05.790><c> challenges</c>

03:29:06.350 --> 03:29:06.360 align:start position:0%
software 25 minutes on like challenges
 

03:29:06.360 --> 03:29:08.600 align:start position:0%
software 25 minutes on like challenges
and<03:29:06.601><c> it</c><03:29:06.660><c> seems</c><03:29:06.870><c> like</c><03:29:06.990><c> we're</c><03:29:07.440><c> proud</c><03:29:08.340><c> of</c><03:29:08.370><c> all</c><03:29:08.580><c> we</c>

03:29:08.600 --> 03:29:08.610 align:start position:0%
and it seems like we're proud of all we
 

03:29:08.610 --> 03:29:10.131 align:start position:0%
and it seems like we're proud of all we
know<03:29:08.820><c> this</c><03:29:08.940><c> one</c><03:29:09.120><c> particular</c><03:29:09.391><c> travel</c><03:29:09.900><c> engine</c>

03:29:10.131 --> 03:29:10.141 align:start position:0%
know this one particular travel engine
 

03:29:10.141 --> 03:29:10.580 align:start position:0%
know this one particular travel engine
plane

03:29:10.580 --> 03:29:10.590 align:start position:0%
plane
 

03:29:10.590 --> 03:29:12.921 align:start position:0%
plane
who's<03:29:11.070><c> experienced</c><03:29:11.580><c> in</c><03:29:11.760><c> like</c><03:29:11.971><c> the</c><03:29:12.570><c> latest</c>

03:29:12.921 --> 03:29:12.931 align:start position:0%
who's experienced in like the latest
 

03:29:12.931 --> 03:29:14.631 align:start position:0%
who's experienced in like the latest
poll

03:29:14.631 --> 03:29:14.641 align:start position:0%
poll
 

03:29:14.641 --> 03:29:16.881 align:start position:0%
poll
this<03:29:14.971><c> alert</c><03:29:15.570><c> also</c><03:29:15.751><c> if</c><03:29:15.961><c> you</c><03:29:16.081><c> want</c><03:29:16.261><c> to</c><03:29:16.320><c> like</c><03:29:16.471><c> you</c>

03:29:16.881 --> 03:29:16.891 align:start position:0%
this alert also if you want to like you
 

03:29:16.891 --> 03:29:18.411 align:start position:0%
this alert also if you want to like you
know<03:29:17.341><c> change</c><03:29:17.791><c> topics</c>

03:29:18.411 --> 03:29:18.421 align:start position:0%
know change topics
 

03:29:18.421 --> 03:29:21.440 align:start position:0%
know change topics
or<03:29:19.851><c> proposals</c><03:29:20.851><c> we</c><03:29:20.940><c> can</c><03:29:21.091><c> still</c><03:29:21.301><c> go</c><03:29:21.421><c> through</c>

03:29:21.440 --> 03:29:21.450 align:start position:0%
or proposals we can still go through
 

03:29:21.450 --> 03:29:25.491 align:start position:0%
or proposals we can still go through
relaxed<03:29:21.990><c> last</c><03:29:22.230><c> few</c><03:29:22.410><c> people</c><03:29:23.570><c> yeah</c><03:29:24.570><c> but</c><03:29:24.841><c> be</c><03:29:25.200><c> you</c>

03:29:25.491 --> 03:29:25.501 align:start position:0%
relaxed last few people yeah but be you
 

03:29:25.501 --> 03:29:27.411 align:start position:0%
relaxed last few people yeah but be you
know<03:29:25.591><c> 20</c><03:29:26.011><c> minutes</c><03:29:26.431><c> left</c><03:29:26.581><c> we</c><03:29:26.820><c> call</c><03:29:27.001><c> so</c><03:29:27.150><c> the</c><03:29:27.211><c> top</c>

03:29:27.411 --> 03:29:27.421 align:start position:0%
know 20 minutes left we call so the top
 

03:29:27.421 --> 03:29:32.801 align:start position:0%
know 20 minutes left we call so the top
pivot<03:29:28.141><c> in</c><03:29:28.291><c> the</c><03:29:28.410><c> solution</c><03:29:29.131><c> solutions</c><03:29:30.141><c> problem</c>

03:29:32.801 --> 03:29:32.811 align:start position:0%
pivot in the solution solutions problem
 

03:29:32.811 --> 03:29:36.890 align:start position:0%
pivot in the solution solutions problem
yeah<03:29:33.811><c> that's</c><03:29:34.171><c> a</c><03:29:34.291><c> major</c><03:29:34.820><c> yeah</c><03:29:35.820><c> we</c><03:29:36.450><c> just</c><03:29:36.601><c> want</c><03:29:36.841><c> to</c>

03:29:36.890 --> 03:29:36.900 align:start position:0%
yeah that's a major yeah we just want to
 

03:29:36.900 --> 03:29:37.610 align:start position:0%
yeah that's a major yeah we just want to
look

03:29:37.610 --> 03:29:37.620 align:start position:0%
look
 

03:29:37.620 --> 03:29:39.701 align:start position:0%
look
conversation

03:29:39.701 --> 03:29:39.711 align:start position:0%
conversation
 

03:29:39.711 --> 03:29:43.060 align:start position:0%
conversation
not<03:29:40.311><c> only</c><03:29:40.551><c> did</c><03:29:41.211><c> you</c><03:29:41.320><c> get</c><03:29:42.320><c> us</c><03:29:42.471><c> continue</c><03:29:42.860><c> this</c>

03:29:43.060 --> 03:29:43.070 align:start position:0%
not only did you get us continue this
 

03:29:43.070 --> 03:29:45.371 align:start position:0%
not only did you get us continue this
ain't<03:29:43.341><c> like</c><03:29:43.490><c> we</c><03:29:43.641><c> could</c><03:29:43.881><c> like</c><03:29:44.780><c> five</c><03:29:45.200><c> minutes</c>

03:29:45.371 --> 03:29:45.381 align:start position:0%
ain't like we could like five minutes
 

03:29:45.381 --> 03:29:48.661 align:start position:0%
ain't like we could like five minutes
say<03:29:45.740><c> yeah</c><03:29:46.271><c> you</c><03:29:47.271><c> know</c><03:29:47.331><c> I</c><03:29:47.450><c> gotta</c><03:29:48.110><c> say</c><03:29:48.141><c> the</c>

03:29:48.661 --> 03:29:48.671 align:start position:0%
say yeah you know I gotta say the
 

03:29:48.671 --> 03:29:53.081 align:start position:0%
say yeah you know I gotta say the
there's<03:29:49.671><c> too</c><03:29:50.421><c> many</c><03:29:50.601><c> unsold</c><03:29:52.091><c> problems</c>

03:29:53.081 --> 03:29:53.091 align:start position:0%
there's too many unsold problems
 

03:29:53.091 --> 03:29:56.230 align:start position:0%
there's too many unsold problems
throughout<03:29:53.381><c> be</c><03:29:54.381><c> gentle</c>

03:29:56.230 --> 03:29:56.240 align:start position:0%
throughout be gentle
 

03:29:56.240 --> 03:29:59.410 align:start position:0%
throughout be gentle
I<03:29:56.270><c> think</c><03:29:56.540><c> that's</c><03:29:56.720><c> that's</c><03:29:57.290><c> part</c><03:29:57.590><c> of</c><03:29:57.710><c> what</c><03:29:58.420><c> back</c>

03:29:59.410 --> 03:29:59.420 align:start position:0%
I think that's that's part of what back
 

03:29:59.420 --> 03:30:01.599 align:start position:0%
I think that's that's part of what back
and<03:30:00.200><c> I</c><03:30:00.350><c> think</c>

03:30:01.599 --> 03:30:01.609 align:start position:0%
and I think
 

03:30:01.609 --> 03:30:04.661 align:start position:0%
and I think
respect

03:30:04.661 --> 03:30:04.671 align:start position:0%
 
 

03:30:04.671 --> 03:30:07.531 align:start position:0%
 
as<03:30:05.450><c> it</c><03:30:05.660><c> was</c><03:30:05.751><c> mentioned</c><03:30:05.931><c> the</c><03:30:06.591><c> specs</c><03:30:06.921><c> are</c>

03:30:07.531 --> 03:30:07.541 align:start position:0%
as it was mentioned the specs are
 

03:30:07.541 --> 03:30:11.111 align:start position:0%
as it was mentioned the specs are
definitely<03:30:08.541><c> important</c><03:30:08.900><c> link</c><03:30:09.311><c> right</c><03:30:10.311><c> now</c><03:30:10.431><c> an</c>

03:30:11.111 --> 03:30:11.121 align:start position:0%
definitely important link right now an
 

03:30:11.121 --> 03:30:13.720 align:start position:0%
definitely important link right now an
art<03:30:11.331><c> scene</c><03:30:11.631><c> you</c><03:30:11.751><c> can</c><03:30:11.900><c> see</c><03:30:12.081><c> now</c>

03:30:13.720 --> 03:30:13.730 align:start position:0%
art scene you can see now
 

03:30:13.730 --> 03:30:16.421 align:start position:0%
art scene you can see now
what<03:30:14.730><c> was</c><03:30:14.940><c> proposed</c><03:30:15.480><c> to</c><03:30:15.511><c> like</c><03:30:15.931><c> disappear</c>

03:30:16.421 --> 03:30:16.431 align:start position:0%
what was proposed to like disappear
 

03:30:16.431 --> 03:30:21.440 align:start position:0%
what was proposed to like disappear
whatever<03:30:17.431><c> but</c><03:30:18.351><c> the</c><03:30:19.790><c> web</c><03:30:20.790><c> brief</c><03:30:21.000><c> updates</c><03:30:21.330><c> on</c>

03:30:21.440 --> 03:30:21.450 align:start position:0%
whatever but the web brief updates on
 

03:30:21.450 --> 03:30:28.090 align:start position:0%
whatever but the web brief updates on
the<03:30:21.511><c> team</c><03:30:21.771><c> after</c><03:30:22.771><c> there</c><03:30:23.190><c> was</c><03:30:23.370><c> a</c><03:30:24.360><c> browser</c>

03:30:28.090 --> 03:30:28.100 align:start position:0%
 
 

03:30:28.100 --> 03:30:31.969 align:start position:0%
 
I<03:30:29.100><c> think</c><03:30:29.609><c> we're</c><03:30:30.079><c> still</c><03:30:31.079><c> good</c><03:30:31.289><c> for</c><03:30:31.500><c> downstate</c>

03:30:31.969 --> 03:30:31.979 align:start position:0%
I think we're still good for downstate
 

03:30:31.979 --> 03:30:33.830 align:start position:0%
I think we're still good for downstate
we're<03:30:32.819><c> still</c><03:30:33.060><c> trying</c><03:30:33.300><c> to</c><03:30:33.359><c> figure</c><03:30:33.539><c> out</c><03:30:33.750><c> the</c>

03:30:33.830 --> 03:30:33.840 align:start position:0%
we're still trying to figure out the
 

03:30:33.840 --> 03:30:35.421 align:start position:0%
we're still trying to figure out the
waters

03:30:35.421 --> 03:30:35.431 align:start position:0%
waters
 

03:30:35.431 --> 03:30:38.900 align:start position:0%
waters
I<03:30:35.460><c> don't</c><03:30:36.091><c> think</c><03:30:36.150><c> we're</c><03:30:36.420><c> ever</c><03:30:36.511><c> got</c><03:30:36.750><c> a</c><03:30:36.780><c> point</c>

03:30:38.900 --> 03:30:38.910 align:start position:0%
I don't think we're ever got a point
 

03:30:38.910 --> 03:30:41.000 align:start position:0%
I don't think we're ever got a point
you<03:30:39.330><c> know</c><03:30:39.420><c> just</c><03:30:39.689><c> like</c><03:30:39.810><c> hey</c><03:30:40.080><c> let's</c><03:30:40.350><c> just</c><03:30:40.560><c> you</c>

03:30:41.000 --> 03:30:41.010 align:start position:0%
you know just like hey let's just you
 

03:30:41.010 --> 03:30:43.219 align:start position:0%
you know just like hey let's just you
know<03:30:41.040><c> put</c><03:30:41.580><c> it</c><03:30:41.670><c> all</c><03:30:41.820><c> in</c><03:30:41.970><c> a</c><03:30:42.000><c> nice</c><03:30:42.330><c> document</c><03:30:43.140><c> that</c>

03:30:43.219 --> 03:30:43.229 align:start position:0%
know put it all in a nice document that
 

03:30:43.229 --> 03:30:45.170 align:start position:0%
know put it all in a nice document that
way<03:30:43.439><c> and</c><03:30:43.920><c> because</c><03:30:44.460><c> we</c><03:30:44.580><c> don't</c><03:30:44.760><c> have</c><03:30:44.790><c> to</c><03:30:45.000><c> say</c>

03:30:45.170 --> 03:30:45.180 align:start position:0%
way and because we don't have to say
 

03:30:45.180 --> 03:30:46.429 align:start position:0%
way and because we don't have to say
were<03:30:45.390><c> concerned</c><03:30:45.689><c> there's</c><03:30:45.899><c> just</c><03:30:46.080><c> too</c><03:30:46.320><c> many</c>

03:30:46.429 --> 03:30:46.439 align:start position:0%
were concerned there's just too many
 

03:30:46.439 --> 03:30:47.780 align:start position:0%
were concerned there's just too many
things<03:30:46.740><c> we</c><03:30:46.890><c> haven't</c><03:30:47.070><c> yet</c><03:30:47.370><c> figured</c><03:30:47.580><c> out</c>

03:30:47.780 --> 03:30:47.790 align:start position:0%
things we haven't yet figured out
 

03:30:47.790 --> 03:30:50.370 align:start position:0%
things we haven't yet figured out
properly

03:30:50.370 --> 03:30:50.380 align:start position:0%
properly
 

03:30:50.380 --> 03:30:54.899 align:start position:0%
properly
I'm<03:30:51.189><c> swishing</c><03:30:51.699><c> from</c><03:30:51.939><c> facilitator</c><03:30:53.640><c> yeah</c><03:30:54.640><c> like</c>

03:30:54.899 --> 03:30:54.909 align:start position:0%
I'm swishing from facilitator yeah like
 

03:30:54.909 --> 03:30:58.969 align:start position:0%
I'm swishing from facilitator yeah like
on<03:30:55.149><c> that</c><03:30:55.300><c> like</c><03:30:55.569><c> there's</c><03:30:56.020><c> a</c><03:30:56.290><c> teepee</c>

03:30:58.969 --> 03:30:58.979 align:start position:0%
 
 

03:30:58.979 --> 03:31:01.540 align:start position:0%
 
sssh<03:30:59.979><c> recipe</c><03:31:00.850><c> with</c>

03:31:01.540 --> 03:31:01.550 align:start position:0%
sssh recipe with
 

03:31:01.550 --> 03:31:05.660 align:start position:0%
sssh recipe with
my<03:31:02.550><c> tools</c><03:31:02.790><c> and</c><03:31:02.910><c> I</c><03:31:03.000><c> imagine</c><03:31:03.870><c> you</c><03:31:03.960><c> what</c>

03:31:05.660 --> 03:31:05.670 align:start position:0%
my tools and I imagine you what
 

03:31:05.670 --> 03:31:07.849 align:start position:0%
my tools and I imagine you what
right<03:31:06.239><c> animators</c><03:31:06.750><c> and</c><03:31:07.620><c> there's</c><03:31:07.770><c> probably</c>

03:31:07.849 --> 03:31:07.859 align:start position:0%
right animators and there's probably
 

03:31:07.859 --> 03:31:10.639 align:start position:0%
right animators and there's probably
gonna<03:31:08.130><c> be</c><03:31:08.220><c> peace</c><03:31:09.199><c> there's</c><03:31:10.199><c> probably</c><03:31:10.439><c> gonna</c><03:31:10.560><c> be</c>

03:31:10.639 --> 03:31:10.649 align:start position:0%
gonna be peace there's probably gonna be
 

03:31:10.649 --> 03:31:12.019 align:start position:0%
gonna be peace there's probably gonna be
a<03:31:10.739><c> bunch</c><03:31:10.949><c> of</c><03:31:11.069><c> stuff</c><03:31:11.310><c> that</c><03:31:11.340><c> are</c><03:31:11.609><c> gonna</c><03:31:11.790><c> be</c>

03:31:12.019 --> 03:31:12.029 align:start position:0%
a bunch of stuff that are gonna be
 

03:31:12.029 --> 03:31:15.830 align:start position:0%
a bunch of stuff that are gonna be
abandoned<03:31:12.960><c> and</c><03:31:13.109><c> forgotten</c><03:31:13.909><c> we</c><03:31:14.909><c> are</c><03:31:15.239><c> now</c><03:31:15.420><c> super</c>

03:31:15.830 --> 03:31:15.840 align:start position:0%
abandoned and forgotten we are now super
 

03:31:15.840 --> 03:31:22.780 align:start position:0%
abandoned and forgotten we are now super
excited<03:31:16.290><c> about</c><03:31:16.350><c> but</c><03:31:17.040><c> there</c>

03:31:22.780 --> 03:31:22.790 align:start position:0%
 
 

03:31:22.790 --> 03:31:26.130 align:start position:0%
 
[Music]

03:31:26.130 --> 03:31:26.140 align:start position:0%
 
 

03:31:26.140 --> 03:31:29.600 align:start position:0%
 
yeah<03:31:26.530><c> so</c><03:31:26.860><c> like</c><03:31:27.130><c> okay</c><03:31:27.340><c> so</c><03:31:27.880><c> we</c><03:31:28.150><c> find</c><03:31:28.390><c> like</c><03:31:28.900><c> a</c>

03:31:29.600 --> 03:31:29.610 align:start position:0%
yeah so like okay so we find like a
 

03:31:29.610 --> 03:31:32.130 align:start position:0%
yeah so like okay so we find like a
funding<03:31:30.610><c> entity</c><03:31:31.060><c> that</c><03:31:31.180><c> wants</c><03:31:31.390><c> to</c><03:31:31.540><c> help</c><03:31:31.780><c> me</c><03:31:32.021><c> to</c>

03:31:32.130 --> 03:31:32.140 align:start position:0%
funding entity that wants to help me to
 

03:31:32.140 --> 03:31:35.160 align:start position:0%
funding entity that wants to help me to
be<03:31:32.320><c> the</c><03:31:32.350><c> right</c><03:31:32.650><c> role</c><03:31:33.521><c> or</c><03:31:34.030><c> if</c><03:31:34.180><c> I'm</c><03:31:34.360><c> an</c><03:31:34.690><c> engineer</c>

03:31:35.160 --> 03:31:35.170 align:start position:0%
be the right role or if I'm an engineer
 

03:31:35.170 --> 03:31:37.470 align:start position:0%
be the right role or if I'm an engineer
coming<03:31:35.620><c> out</c><03:31:35.771><c> right</c><03:31:36.400><c> down</c><03:31:36.670><c> while</c><03:31:36.970><c> people</c><03:31:37.150><c> join</c>

03:31:37.470 --> 03:31:37.480 align:start position:0%
coming out right down while people join
 

03:31:37.480 --> 03:31:39.690 align:start position:0%
coming out right down while people join
the<03:31:37.510><c> space</c><03:31:37.810><c> portal</c><03:31:38.290><c> and</c><03:31:38.590><c> maybe</c><03:31:38.950><c> don't</c><03:31:39.280><c> ever</c>

03:31:39.690 --> 03:31:39.700 align:start position:0%
the space portal and maybe don't ever
 

03:31:39.700 --> 03:31:42.030 align:start position:0%
the space portal and maybe don't ever
answer<03:31:39.850><c> whatever</c><03:31:40.360><c> like</c><03:31:40.660><c> where</c><03:31:41.260><c> do</c><03:31:41.470><c> I</c><03:31:41.560><c> go</c><03:31:41.800><c> for</c>

03:31:42.030 --> 03:31:42.040 align:start position:0%
answer whatever like where do I go for
 

03:31:42.040 --> 03:31:44.400 align:start position:0%
answer whatever like where do I go for
this<03:31:42.190><c> list</c><03:31:42.430><c> of</c><03:31:42.610><c> the</c><03:31:42.700><c> problems</c><03:31:43.180><c> he's</c><03:31:43.570><c> the</c><03:31:43.840><c> for</c>

03:31:44.400 --> 03:31:44.410 align:start position:0%
this list of the problems he's the for
 

03:31:44.410 --> 03:31:54.290 align:start position:0%
this list of the problems he's the for
me<03:31:44.530><c> to</c><03:31:44.680><c> head</c>

03:31:54.290 --> 03:31:54.300 align:start position:0%
 
 

03:31:54.300 --> 03:31:59.760 align:start position:0%
 
problems<03:31:57.930><c> because</c><03:31:58.930><c> I</c><03:31:59.050><c> think</c><03:31:59.109><c> you're</c><03:31:59.350><c> right</c><03:31:59.529><c> I</c>

03:31:59.760 --> 03:31:59.770 align:start position:0%
problems because I think you're right I
 

03:31:59.770 --> 03:32:01.229 align:start position:0%
problems because I think you're right I
just<03:31:59.829><c> need</c><03:32:00.039><c> like</c><03:32:00.189><c> you</c><03:32:00.430><c> to</c><03:32:00.609><c> be</c><03:32:00.729><c> took</c><03:32:00.880><c> you</c><03:32:01.060><c> time</c>

03:32:01.229 --> 03:32:01.239 align:start position:0%
just need like you to be took you time
 

03:32:01.239 --> 03:32:02.969 align:start position:0%
just need like you to be took you time
to<03:32:01.479><c> arrive</c><03:32:01.659><c> at</c><03:32:01.810><c> this</c><03:32:01.930><c> conclusion</c><03:32:01.989><c> so</c><03:32:02.739><c> how</c><03:32:02.919><c> do</c>

03:32:02.969 --> 03:32:02.979 align:start position:0%
to arrive at this conclusion so how do
 

03:32:02.979 --> 03:32:05.699 align:start position:0%
to arrive at this conclusion so how do
we<03:32:03.159><c> speed</c><03:32:03.399><c> this</c><03:32:03.430><c> out</c><03:32:03.760><c> for</c><03:32:04.090><c> that</c><03:32:04.779><c> one</c><03:32:05.020><c> space</c>

03:32:05.699 --> 03:32:05.709 align:start position:0%
we speed this out for that one space
 

03:32:05.709 --> 03:32:07.980 align:start position:0%
we speed this out for that one space
monoxide<03:32:06.310><c> desert</c><03:32:06.699><c> island</c>

03:32:07.980 --> 03:32:07.990 align:start position:0%
monoxide desert island
 

03:32:07.990 --> 03:32:13.551 align:start position:0%
monoxide desert island
so<03:32:08.530><c> like</c><03:32:09.280><c> before</c><03:32:09.760><c> judge</c><03:32:10.270><c> my</c><03:32:10.420><c> love</c>

03:32:13.551 --> 03:32:13.561 align:start position:0%
 
 

03:32:13.561 --> 03:32:15.140 align:start position:0%
 
I<03:32:13.590><c> should</c><03:32:14.040><c> build</c><03:32:14.221><c> lose</c><03:32:14.400><c> a</c><03:32:14.431><c> bunch</c><03:32:14.761><c> of</c><03:32:14.851><c> friends</c>

03:32:15.140 --> 03:32:15.150 align:start position:0%
I should build lose a bunch of friends
 

03:32:15.150 --> 03:32:16.690 align:start position:0%
I should build lose a bunch of friends
or<03:32:15.721><c> pergola</c><03:32:16.110><c> Delta</c>

03:32:16.690 --> 03:32:16.700 align:start position:0%
or pergola Delta
 

03:32:16.700 --> 03:32:23.679 align:start position:0%
or pergola Delta
we<03:32:17.600><c> want</c><03:32:17.810><c> to</c><03:32:17.930><c> make</c><03:32:18.080><c> every</c><03:32:18.590><c> c1</c>

03:32:23.679 --> 03:32:23.689 align:start position:0%
 
 

03:32:23.689 --> 03:32:29.979 align:start position:0%
 
and<03:32:23.779><c> the</c><03:32:24.439><c> idea</c><03:32:24.709><c> was</c><03:32:24.799><c> like</c><03:32:27.999><c> neutral</c><03:32:28.999><c> zone</c><03:32:29.209><c> it's</c>

03:32:29.979 --> 03:32:29.989 align:start position:0%
and the idea was like neutral zone it's
 

03:32:29.989 --> 03:32:40.869 align:start position:0%
and the idea was like neutral zone it's
not<03:32:31.029><c> because</c><03:32:32.029><c> it's</c><03:32:39.459><c> there's</c><03:32:40.459><c> a</c><03:32:40.520><c> lot</c><03:32:40.579><c> of</c>

03:32:40.869 --> 03:32:40.879 align:start position:0%
not because it's there's a lot of
 

03:32:40.879 --> 03:32:42.819 align:start position:0%
not because it's there's a lot of
innovation<03:32:41.569><c> that</c><03:32:41.779><c> we</c><03:32:41.959><c> just</c><03:32:42.259><c> need</c><03:32:42.439><c> to</c><03:32:42.619><c> just</c>

03:32:42.819 --> 03:32:42.829 align:start position:0%
innovation that we just need to just
 

03:32:42.829 --> 03:32:46.090 align:start position:0%
innovation that we just need to just
make<03:32:43.069><c> love</c><03:32:43.429><c> equally</c><03:32:44.649><c> you're</c><03:32:45.649><c> like</c><03:32:45.770><c> really</c>

03:32:46.090 --> 03:32:46.100 align:start position:0%
make love equally you're like really
 

03:32:46.100 --> 03:32:48.599 align:start position:0%
make love equally you're like really
deserve<03:32:46.759><c> thinking</c><03:32:47.270><c> them</c><03:32:47.449><c> to</c><03:32:47.689><c> a</c><03:32:47.719><c> bit</c><03:32:47.929><c> unlucky</c>

03:32:48.599 --> 03:32:48.609 align:start position:0%
deserve thinking them to a bit unlucky
 

03:32:48.609 --> 03:32:50.699 align:start position:0%
deserve thinking them to a bit unlucky
a<03:32:48.749><c> dating</c><03:32:49.749><c> to</c><03:32:49.899><c> see</c><03:32:50.049><c> other</c><03:32:50.289><c> growth</c><03:32:50.529><c> data</c>

03:32:50.699 --> 03:32:50.709 align:start position:0%
a dating to see other growth data
 

03:32:50.709 --> 03:32:54.059 align:start position:0%
a dating to see other growth data
problem<03:32:51.810><c> directly</c><03:32:52.810><c> to</c><03:32:53.349><c> that</c><03:32:53.499><c> diluted</c><03:32:53.889><c> in</c><03:32:54.009><c> the</c>

03:32:54.059 --> 03:32:54.069 align:start position:0%
problem directly to that diluted in the
 

03:32:54.069 --> 03:32:55.619 align:start position:0%
problem directly to that diluted in the
back<03:32:54.249><c> burner</c><03:32:54.429><c> because</c><03:32:54.939><c> we</c><03:32:55.329><c> have</c><03:32:55.419><c> a</c><03:32:55.449><c> business</c>

03:32:55.619 --> 03:32:55.629 align:start position:0%
back burner because we have a business
 

03:32:55.629 --> 03:32:56.609 align:start position:0%
back burner because we have a business
to<03:32:55.869><c> run</c>

03:32:56.609 --> 03:32:56.619 align:start position:0%
to run
 

03:32:56.619 --> 03:32:59.039 align:start position:0%
to run
but<03:32:57.219><c> we're</c><03:32:57.520><c> thinkin</c><03:32:57.849><c> T</c><03:32:57.999><c> to</c><03:32:58.149><c> that</c><03:32:58.270><c> would</c><03:32:59.020><c> you</c>

03:32:59.039 --> 03:32:59.049 align:start position:0%
but we're thinkin T to that would you
 

03:32:59.049 --> 03:33:01.050 align:start position:0%
but we're thinkin T to that would you
take<03:32:59.409><c> a</c><03:32:59.679><c> synergist</c><03:33:00.279><c> yep</c><03:33:00.459><c> and</c><03:33:00.609><c> she's</c><03:33:00.759><c> a</c><03:33:00.849><c> feral</c>

03:33:01.050 --> 03:33:01.060 align:start position:0%
take a synergist yep and she's a feral
 

03:33:01.060 --> 03:33:03.449 align:start position:0%
take a synergist yep and she's a feral
nation<03:33:01.479><c> where</c><03:33:01.719><c> we</c><03:33:01.959><c> would</c><03:33:02.349><c> elect</c>

03:33:03.449 --> 03:33:03.459 align:start position:0%
nation where we would elect
 

03:33:03.459 --> 03:33:06.969 align:start position:0%
nation where we would elect
or<03:33:04.459><c> is</c><03:33:04.640><c> it</c><03:33:04.670><c> like</c><03:33:05.449><c> to</c><03:33:05.600><c> work</c><03:33:05.630><c> so</c><03:33:06.499><c> that</c><03:33:06.649><c> it's</c><03:33:06.829><c> going</c>

03:33:06.969 --> 03:33:06.979 align:start position:0%
or is it like to work so that it's going
 

03:33:06.979 --> 03:33:09.250 align:start position:0%
or is it like to work so that it's going
to<03:33:07.039><c> teach</c><03:33:07.249><c> you</c><03:33:07.340><c> crazy</c><03:33:07.670><c> from</c><03:33:07.939><c> us</c><03:33:08.090><c> I</c><03:33:08.359><c> started</c><03:33:09.140><c> to</c>

03:33:09.250 --> 03:33:09.260 align:start position:0%
to teach you crazy from us I started to
 

03:33:09.260 --> 03:33:14.450 align:start position:0%
to teach you crazy from us I started to
them

03:33:14.450 --> 03:33:14.460 align:start position:0%
 
 

03:33:14.460 --> 03:33:44.121 align:start position:0%
 
[Music]

03:33:44.121 --> 03:33:44.131 align:start position:0%
 
 

03:33:44.131 --> 03:33:47.281 align:start position:0%
 
we<03:33:45.131><c> should</c><03:33:45.551><c> have</c><03:33:45.911><c> probably</c><03:33:46.301><c> an</c><03:33:46.601><c> aggravator</c>

03:33:47.281 --> 03:33:47.291 align:start position:0%
we should have probably an aggravator
 

03:33:47.291 --> 03:33:50.100 align:start position:0%
we should have probably an aggravator
and<03:33:48.131><c> then</c><03:33:48.521><c> at</c><03:33:48.791><c> the</c><03:33:48.881><c> same</c><03:33:48.911><c> time</c><03:33:49.331><c> a</c><03:33:49.360><c> forum</c><03:33:49.900><c> with</c>

03:33:50.100 --> 03:33:50.110 align:start position:0%
and then at the same time a forum with
 

03:33:50.110 --> 03:33:55.951 align:start position:0%
and then at the same time a forum with
all<03:33:50.291><c> of</c><03:33:50.411><c> this</c><03:33:54.001><c> miners</c><03:33:55.001><c> like</c><03:33:55.450><c> you're</c><03:33:55.690><c> not</c>

03:33:55.951 --> 03:33:55.961 align:start position:0%
all of this miners like you're not
 

03:33:55.961 --> 03:33:58.350 align:start position:0%
all of this miners like you're not
seeing<03:33:56.291><c> like</c><03:33:56.831><c> fast</c><03:33:57.371><c> venture</c><03:33:57.761><c> toolbox</c><03:33:58.150><c> that</c>

03:33:58.350 --> 03:33:58.360 align:start position:0%
seeing like fast venture toolbox that
 

03:33:58.360 --> 03:34:00.060 align:start position:0%
seeing like fast venture toolbox that
Eric<03:33:58.690><c> we've</c><03:33:58.900><c> been</c><03:33:59.051><c> talking</c><03:33:59.381><c> to</c><03:33:59.501><c> love</c><03:33:59.681><c> teams</c>

03:34:00.060 --> 03:34:00.070 align:start position:0%
Eric we've been talking to love teams
 

03:34:00.070 --> 03:34:01.770 align:start position:0%
Eric we've been talking to love teams
and<03:34:00.461><c> only</c><03:34:00.641><c> been</c><03:34:00.761><c> in</c><03:34:00.851><c> touch</c><03:34:00.971><c> opinions</c><03:34:01.450><c> don't</c>

03:34:01.770 --> 03:34:01.780 align:start position:0%
and only been in touch opinions don't
 

03:34:01.780 --> 03:34:05.980 align:start position:0%
and only been in touch opinions don't
need<03:34:02.051><c> feel</c><03:34:02.261><c> about</c><03:34:02.440><c> it</c><03:34:02.820><c> there's</c><03:34:03.820><c> innovation</c>

03:34:05.980 --> 03:34:05.990 align:start position:0%
need feel about it there's innovation
 

03:34:05.990 --> 03:34:09.560 align:start position:0%
need feel about it there's innovation
lucky<03:34:06.990><c> about</c><03:34:07.790><c> particular</c><03:34:08.790><c> says</c><03:34:09.390><c> they're</c>

03:34:09.560 --> 03:34:09.570 align:start position:0%
lucky about particular says they're
 

03:34:09.570 --> 03:34:11.240 align:start position:0%
lucky about particular says they're
still<03:34:09.689><c> in</c><03:34:10.050><c> today's</c><03:34:10.350><c> where</c><03:34:10.590><c> it's</c><03:34:10.920><c> been</c><03:34:11.100><c> a</c>

03:34:11.240 --> 03:34:11.250 align:start position:0%
still in today's where it's been a
 

03:34:11.250 --> 03:34:14.940 align:start position:0%
still in today's where it's been a
product<03:34:11.520><c> built</c><03:34:12.510><c> their</c><03:34:12.660><c> custom</c>

03:34:14.940 --> 03:34:14.950 align:start position:0%
product built their custom
 

03:34:14.950 --> 03:34:18.850 align:start position:0%
product built their custom
that<03:34:15.950><c> I</c><03:34:15.980><c> only</c><03:34:16.280><c> have</c><03:34:16.490><c> 20</c><03:34:16.730><c> minutes</c><03:34:17.180><c> I</c><03:34:17.350><c> know</c><03:34:18.350><c> I</c>

03:34:18.850 --> 03:34:18.860 align:start position:0%
that I only have 20 minutes I know I
 

03:34:18.860 --> 03:34:20.350 align:start position:0%
that I only have 20 minutes I know I
wanted<03:34:19.100><c> to</c><03:34:19.190><c> say</c><03:34:19.400><c> is</c><03:34:19.460><c> that</c><03:34:19.580><c> means</c><03:34:20.000><c> before</c><03:34:20.150><c> you</c>

03:34:20.350 --> 03:34:20.360 align:start position:0%
wanted to say is that means before you
 

03:34:20.360 --> 03:34:22.990 align:start position:0%
wanted to say is that means before you
leave<03:34:20.630><c> the</c><03:34:20.780><c> room</c><03:34:20.810><c> please</c><03:34:21.460><c> take</c><03:34:22.460><c> that</c>

03:34:22.990 --> 03:34:23.000 align:start position:0%
leave the room please take that
 

03:34:23.000 --> 03:34:32.700 align:start position:0%
leave the room please take that
that<03:34:23.030><c> you</c><03:34:23.240><c> believe</c><03:34:23.990><c> in</c><03:34:24.110><c> got</c><03:34:24.290><c> behind</c><03:34:24.590><c> with</c><03:34:25.340><c> you</c>

03:34:32.700 --> 03:34:32.710 align:start position:0%
 
 

03:34:32.710 --> 03:34:35.560 align:start position:0%
 
so<03:34:33.710><c> I</c><03:34:34.010><c> wanted</c><03:34:34.430><c> to</c><03:34:34.610><c> transition</c><03:34:35.090><c> to</c><03:34:35.450><c> this</c>

03:34:35.560 --> 03:34:35.570 align:start position:0%
so I wanted to transition to this
 

03:34:35.570 --> 03:34:37.030 align:start position:0%
so I wanted to transition to this
discussion

03:34:37.030 --> 03:34:37.040 align:start position:0%
discussion
 

03:34:37.040 --> 03:34:41.050 align:start position:0%
discussion
that<03:34:37.630><c> receipt</c><03:34:38.630><c> may</c><03:34:39.410><c> be</c><03:34:39.880><c> continuing</c><03:34:40.880><c> on</c><03:34:41.000><c> the</c>

03:34:41.050 --> 03:34:41.060 align:start position:0%
that receipt may be continuing on the
 

03:34:41.060 --> 03:34:43.470 align:start position:0%
that receipt may be continuing on the
discussion<03:34:41.540><c> and</c><03:34:41.630><c> thinking</c><03:34:41.960><c> about</c><03:34:42.050><c> burdens</c>

03:34:43.470 --> 03:34:43.480 align:start position:0%
discussion and thinking about burdens
 

03:34:43.480 --> 03:34:47.230 align:start position:0%
discussion and thinking about burdens
both<03:34:44.480><c> what</c><03:34:44.780><c> sort</c><03:34:45.200><c> of</c><03:34:45.290><c> like</c><03:34:45.880><c> this</c><03:34:46.880><c> is</c><03:34:47.060><c> kind</c><03:34:47.210><c> of</c>

03:34:47.230 --> 03:34:47.240 align:start position:0%
both what sort of like this is kind of
 

03:34:47.240 --> 03:34:49.570 align:start position:0%
both what sort of like this is kind of
like<03:34:47.330><c> peer-to-peer</c><03:34:48.280><c> organization</c><03:34:49.280><c> to</c>

03:34:49.570 --> 03:34:49.580 align:start position:0%
like peer-to-peer organization to
 

03:34:49.580 --> 03:35:08.519 align:start position:0%
like peer-to-peer organization to
centralized<03:34:49.970><c> organization</c><03:34:50.180><c> space</c>

03:35:08.519 --> 03:35:08.529 align:start position:0%
 
 

03:35:08.529 --> 03:35:10.780 align:start position:0%
 
so<03:35:09.529><c> world</c><03:35:09.770><c> people</c><03:35:09.979><c> enjoy</c><03:35:10.370><c> freedom</c><03:35:10.609><c> is</c>

03:35:10.780 --> 03:35:10.790 align:start position:0%
so world people enjoy freedom is
 

03:35:10.790 --> 03:35:15.170 align:start position:0%
so world people enjoy freedom is
disgusting

03:35:15.170 --> 03:35:15.180 align:start position:0%
 
 

03:35:15.180 --> 03:35:16.699 align:start position:0%
 
though<03:35:15.689><c> people</c><03:35:15.840><c> enter</c><03:35:16.289><c> they're</c><03:35:16.499><c> just</c>

03:35:16.699 --> 03:35:16.709 align:start position:0%
though people enter they're just
 

03:35:16.709 --> 03:35:21.170 align:start position:0%
though people enter they're just
discussing<03:35:16.949><c> like</c><03:35:18.199><c> the</c><03:35:19.520><c> challenges</c><03:35:20.520><c> of</c><03:35:20.939><c> the</c>

03:35:21.170 --> 03:35:21.180 align:start position:0%
discussing like the challenges of the
 

03:35:21.180 --> 03:35:23.359 align:start position:0%
discussing like the challenges of the
peer-to-peer<03:35:21.390><c> spaces</c><03:35:22.229><c> and</c><03:35:22.859><c> one</c><03:35:23.100><c> of</c><03:35:23.220><c> the</c>

03:35:23.359 --> 03:35:23.369 align:start position:0%
peer-to-peer spaces and one of the
 

03:35:23.369 --> 03:35:25.519 align:start position:0%
peer-to-peer spaces and one of the
challenges<03:35:23.819><c> we</c><03:35:23.939><c> kind</c><03:35:24.119><c> of</c><03:35:24.180><c> founded</c><03:35:24.569><c> on</c><03:35:24.720><c> was</c><03:35:24.989><c> how</c>

03:35:25.519 --> 03:35:25.529 align:start position:0%
challenges we kind of founded on was how
 

03:35:25.529 --> 03:35:28.219 align:start position:0%
challenges we kind of founded on was how
you<03:35:25.590><c> choose</c><03:35:26.340><c> a</c><03:35:26.369><c> toolset</c><03:35:26.850><c> to</c><03:35:27.119><c> build</c><03:35:27.510><c> your</c><03:35:27.720><c> your</c>

03:35:28.219 --> 03:35:28.229 align:start position:0%
you choose a toolset to build your your
 

03:35:28.229 --> 03:35:30.739 align:start position:0%
you choose a toolset to build your your
house<03:35:28.439><c> and</c><03:35:28.890><c> then</c><03:35:29.249><c> kind</c><03:35:29.909><c> of</c><03:35:29.970><c> linens</c><03:35:30.359><c> to</c><03:35:30.539><c> like</c>

03:35:30.739 --> 03:35:30.749 align:start position:0%
house and then kind of linens to like
 

03:35:30.749 --> 03:35:33.559 align:start position:0%
house and then kind of linens to like
well<03:35:31.399><c> everyone's</c><03:35:32.399><c> kind</c><03:35:32.699><c> of</c><03:35:32.760><c> this</c><03:35:32.939><c> trying</c><03:35:33.419><c> to</c>

03:35:33.559 --> 03:35:33.569 align:start position:0%
well everyone's kind of this trying to
 

03:35:33.569 --> 03:35:35.840 align:start position:0%
well everyone's kind of this trying to
build<03:35:33.779><c> apps</c><03:35:34.020><c> and</c><03:35:34.470><c> building</c><03:35:35.279><c> on</c><03:35:35.399><c> the</c><03:35:35.489><c> product</c>

03:35:35.840 --> 03:35:35.850 align:start position:0%
build apps and building on the product
 

03:35:35.850 --> 03:35:37.099 align:start position:0%
build apps and building on the product
because<03:35:36.060><c> they're</c><03:35:36.209><c> after</c><03:35:36.359><c> other</c><03:35:36.659><c> things</c><03:35:36.779><c> an</c>

03:35:37.099 --> 03:35:37.109 align:start position:0%
because they're after other things an
 

03:35:37.109 --> 03:35:39.050 align:start position:0%
because they're after other things an
open-source<03:35:37.560><c> reading</c><03:35:38.189><c> documentation</c><03:35:38.760><c> is</c>

03:35:39.050 --> 03:35:39.060 align:start position:0%
open-source reading documentation is
 

03:35:39.060 --> 03:35:41.420 align:start position:0%
open-source reading documentation is
already<03:35:39.419><c> a</c><03:35:39.449><c> huge</c><03:35:39.720><c> challenge</c><03:35:40.050><c> alone</c><03:35:41.010><c> for</c><03:35:41.340><c> your</c>

03:35:41.420 --> 03:35:41.430 align:start position:0%
already a huge challenge alone for your
 

03:35:41.430 --> 03:35:44.239 align:start position:0%
already a huge challenge alone for your
own<03:35:41.520><c> product</c><03:35:42.560><c> compared</c><03:35:43.560><c> to</c><03:35:43.680><c> other</c><03:35:43.859><c> products</c>

03:35:44.239 --> 03:35:44.249 align:start position:0%
own product compared to other products
 

03:35:44.249 --> 03:35:46.340 align:start position:0%
own product compared to other products
that<03:35:44.459><c> make</c><03:35:44.999><c> it</c><03:35:45.720><c> easy</c><03:35:45.930><c> for</c><03:35:46.079><c> developers</c>

03:35:46.340 --> 03:35:46.350 align:start position:0%
that make it easy for developers
 

03:35:46.350 --> 03:35:49.670 align:start position:0%
that make it easy for developers
sketball<03:35:47.060><c> so</c><03:35:48.060><c> it's</c><03:35:48.600><c> become</c><03:35:49.020><c> all</c><03:35:49.140><c> sort</c><03:35:49.380><c> of</c><03:35:49.529><c> a</c>

03:35:49.670 --> 03:35:49.680 align:start position:0%
sketball so it's become all sort of a
 

03:35:49.680 --> 03:35:51.710 align:start position:0%
sketball so it's become all sort of a
difficult<03:35:50.550><c> space</c><03:35:50.729><c> adventure</c><03:35:51.270><c> for</c><03:35:51.539><c> a</c><03:35:51.569><c> lot</c><03:35:51.689><c> of</c>

03:35:51.710 --> 03:35:51.720 align:start position:0%
difficult space adventure for a lot of
 

03:35:51.720 --> 03:35:53.330 align:start position:0%
difficult space adventure for a lot of
folks<03:35:51.869><c> and</c><03:35:52.739><c> so</c><03:35:52.859><c> you're</c><03:35:52.979><c> trying</c><03:35:53.159><c> to</c><03:35:53.220><c> think</c>

03:35:53.330 --> 03:35:53.340 align:start position:0%
folks and so you're trying to think
 

03:35:53.340 --> 03:35:54.649 align:start position:0%
folks and so you're trying to think
about<03:35:53.489><c> those</c><03:35:53.880><c> kind</c><03:35:54.149><c> of</c><03:35:54.209><c> problem</c><03:35:54.569><c> you're</c>

03:35:54.649 --> 03:35:54.659 align:start position:0%
about those kind of problem you're
 

03:35:54.659 --> 03:35:56.269 align:start position:0%
about those kind of problem you're
assessing<03:35:54.899><c> and</c><03:35:55.409><c> we're</c><03:35:55.590><c> going</c><03:35:55.709><c> to</c><03:35:55.739><c> go</c><03:35:55.979><c> over</c><03:35:56.189><c> the</c>

03:35:56.269 --> 03:35:56.279 align:start position:0%
assessing and we're going to go over the
 

03:35:56.279 --> 03:36:01.580 align:start position:0%
assessing and we're going to go over the
next<03:35:56.430><c> 20</c><03:35:56.699><c> minutes</c><03:35:56.729><c> into</c><03:35:58.069><c> solutions</c><03:35:59.930><c> just</c><03:36:00.930><c> kind</c>

03:36:01.580 --> 03:36:01.590 align:start position:0%
next 20 minutes into solutions just kind
 

03:36:01.590 --> 03:36:05.059 align:start position:0%
next 20 minutes into solutions just kind
of<03:36:01.619><c> like</c><03:36:01.800><c> popping</c><03:36:02.609><c> out</c><03:36:02.819><c> solutions</c><03:36:03.890><c> making</c><03:36:04.890><c> it</c>

03:36:05.059 --> 03:36:05.069 align:start position:0%
of like popping out solutions making it
 

03:36:05.069 --> 03:36:07.720 align:start position:0%
of like popping out solutions making it
cool<03:36:05.220><c> to</c><03:36:05.399><c> like</c><03:36:05.579><c> maybe</c><03:36:06.300><c> go</c><03:36:06.600><c> around</c><03:36:06.720><c> and</c><03:36:07.229><c> see</c>

03:36:07.720 --> 03:36:07.730 align:start position:0%
cool to like maybe go around and see
 

03:36:07.730 --> 03:36:10.810 align:start position:0%
cool to like maybe go around and see
think<03:36:08.120><c> about</c><03:36:08.330><c> this</c><03:36:08.540><c> and</c><03:36:08.900><c> then</c><03:36:09.200><c> we</c><03:36:10.190><c> can</c><03:36:10.341><c> have</c><03:36:10.521><c> a</c>

03:36:10.810 --> 03:36:10.820 align:start position:0%
think about this and then we can have a
 

03:36:10.820 --> 03:36:13.020 align:start position:0%
think about this and then we can have a
discussion<03:36:11.450><c> later</c><03:36:11.811><c> or</c><03:36:11.990><c> maybe</c><03:36:12.200><c> we</c><03:36:12.381><c> can</c><03:36:12.500><c> have</c><03:36:12.681><c> a</c>

03:36:13.020 --> 03:36:13.030 align:start position:0%
discussion later or maybe we can have a
 

03:36:13.030 --> 03:36:15.730 align:start position:0%
discussion later or maybe we can have a
happy<03:36:14.030><c> hour</c><03:36:14.120><c> I</c><03:36:14.690><c> think</c><03:36:15.080><c> that</c><03:36:15.200><c> the</c><03:36:15.410><c> main</c><03:36:15.561><c> problem</c>

03:36:15.730 --> 03:36:15.740 align:start position:0%
happy hour I think that the main problem
 

03:36:15.740 --> 03:36:19.270 align:start position:0%
happy hour I think that the main problem
is<03:36:16.040><c> that</c><03:36:16.221><c> we</c><03:36:16.370><c> all</c><03:36:16.461><c> will</c><03:36:16.700><c> be</c><03:36:18.011><c> separate</c><03:36:19.011><c> and</c>

03:36:19.270 --> 03:36:19.280 align:start position:0%
is that we all will be separate and
 

03:36:19.280 --> 03:36:20.980 align:start position:0%
is that we all will be separate and
we're<03:36:19.610><c> not</c><03:36:19.761><c> collaborating</c><03:36:20.540><c> that</c><03:36:20.690><c> we're</c><03:36:20.841><c> not</c>

03:36:20.980 --> 03:36:20.990 align:start position:0%
we're not collaborating that we're not
 

03:36:20.990 --> 03:36:23.801 align:start position:0%
we're not collaborating that we're not
like<03:36:21.711><c> integrating</c><03:36:22.700><c> what</c><03:36:22.881><c> other</c><03:36:23.330><c> people</c><03:36:23.721><c> are</c>

03:36:23.801 --> 03:36:23.811 align:start position:0%
like integrating what other people are
 

03:36:23.811 --> 03:36:25.121 align:start position:0%
like integrating what other people are
doing<03:36:23.870><c> with</c><03:36:24.230><c> our</c><03:36:24.381><c> the</c><03:36:24.711><c> thing</c><03:36:24.891><c> that</c><03:36:25.040><c> I'm</c>

03:36:25.121 --> 03:36:25.131 align:start position:0%
doing with our the thing that I'm
 

03:36:25.131 --> 03:36:28.480 align:start position:0%
doing with our the thing that I'm
currently<03:36:25.521><c> doing</c><03:36:26.530><c> so</c><03:36:27.530><c> I</c><03:36:27.561><c> think</c><03:36:27.681><c> that's</c><03:36:28.070><c> one</c><03:36:28.461><c> of</c>

03:36:28.480 --> 03:36:28.490 align:start position:0%
currently doing so I think that's one of
 

03:36:28.490 --> 03:36:31.060 align:start position:0%
currently doing so I think that's one of
the<03:36:28.610><c> main</c><03:36:28.910><c> thing</c><03:36:29.421><c> and</c><03:36:29.780><c> that's</c><03:36:30.440><c> why</c><03:36:30.650><c> I</c><03:36:30.681><c> said</c>

03:36:31.060 --> 03:36:31.070 align:start position:0%
the main thing and that's why I said
 

03:36:31.070 --> 03:36:32.560 align:start position:0%
the main thing and that's why I said
that<03:36:31.101><c> we</c><03:36:31.341><c> should</c><03:36:31.370><c> probably</c><03:36:31.851><c> have</c><03:36:32.150><c> a</c><03:36:32.181><c> diamond</c>

03:36:32.560 --> 03:36:32.570 align:start position:0%
that we should probably have a diamond
 

03:36:32.570 --> 03:36:35.291 align:start position:0%
that we should probably have a diamond
grader<03:36:32.660><c> or</c><03:36:33.141><c> the</c><03:36:33.320><c> need</c><03:36:34.250><c> to</c><03:36:34.370><c> be</c><03:36:34.521><c> networks</c><03:36:35.000><c> and</c><03:36:35.181><c> at</c>

03:36:35.291 --> 03:36:35.301 align:start position:0%
grader or the need to be networks and at
 

03:36:35.301 --> 03:36:39.761 align:start position:0%
grader or the need to be networks and at
the<03:36:35.391><c> same</c><03:36:35.570><c> time</c><03:36:35.891><c> rate</c><03:36:36.891><c> them</c><03:36:37.131><c> and</c><03:36:37.461><c> that</c><03:36:38.450><c> we</c><03:36:38.771><c> put</c>

03:36:39.761 --> 03:36:39.771 align:start position:0%
the same time rate them and that we put
 

03:36:39.771 --> 03:36:43.301 align:start position:0%
the same time rate them and that we put
some<03:36:40.011><c> kind</c><03:36:40.250><c> of</c><03:36:40.341><c> rating</c><03:36:41.181><c> system</c><03:36:41.601><c> there</c><03:36:41.950><c> I</c><03:36:42.950><c> don't</c>

03:36:43.301 --> 03:36:43.311 align:start position:0%
some kind of rating system there I don't
 

03:36:43.311 --> 03:36:44.921 align:start position:0%
some kind of rating system there I don't
know<03:36:43.490><c> bro</c><03:36:43.851><c> or</c><03:36:44.000><c> something</c><03:36:44.421><c> like</c><03:36:44.480><c> this</c><03:36:44.601><c> could</c><03:36:44.841><c> be</c>

03:36:44.921 --> 03:36:44.931 align:start position:0%
know bro or something like this could be
 

03:36:44.931 --> 03:36:52.140 align:start position:0%
know bro or something like this could be
useful

03:36:52.140 --> 03:36:52.150 align:start position:0%
 
 

03:36:52.150 --> 03:36:55.990 align:start position:0%
 
our<03:36:53.150><c> systems</c><03:36:53.780><c> and</c><03:36:54.220><c> often</c><03:36:55.220><c> times</c><03:36:55.490><c> there</c><03:36:55.790><c> might</c>

03:36:55.990 --> 03:36:56.000 align:start position:0%
our systems and often times there might
 

03:36:56.000 --> 03:36:59.280 align:start position:0%
our systems and often times there might
be<03:36:56.080><c> reasons</c><03:36:57.080><c> why</c><03:36:57.320><c> certain</c><03:36:57.860><c> project</c><03:36:58.340><c> us</c>

03:36:59.280 --> 03:36:59.290 align:start position:0%
be reasons why certain project us
 

03:36:59.290 --> 03:37:02.760 align:start position:0%
be reasons why certain project us
delivered<03:36:59.800><c> differently</c><03:37:00.540><c> it's</c><03:37:01.540><c> not</c><03:37:01.720><c> easy</c><03:37:02.290><c> for</c>

03:37:02.760 --> 03:37:02.770 align:start position:0%
delivered differently it's not easy for
 

03:37:02.770 --> 03:37:10.280 align:start position:0%
delivered differently it's not easy for
somebody<03:37:03.010><c> who's</c><03:37:03.430><c> moved</c><03:37:03.700><c> to</c><03:37:04.450><c> a</c><03:37:04.479><c> figure</c><03:37:04.810><c> out</c><03:37:04.930><c> why</c>

03:37:10.280 --> 03:37:10.290 align:start position:0%
 
 

03:37:10.290 --> 03:37:11.960 align:start position:0%
 
but<03:37:10.470><c> it's</c><03:37:10.590><c> very</c><03:37:10.680><c> hard</c><03:37:11.010><c> to</c><03:37:11.279><c> figure</c><03:37:11.579><c> out</c><03:37:11.699><c> all</c>

03:37:11.960 --> 03:37:11.970 align:start position:0%
but it's very hard to figure out all
 

03:37:11.970 --> 03:37:14.179 align:start position:0%
but it's very hard to figure out all
these<03:37:12.060><c> aspects</c><03:37:12.510><c> my</c><03:37:12.989><c> heart</c><03:37:13.229><c> you</c><03:37:13.529><c> differently</c>

03:37:14.179 --> 03:37:14.189 align:start position:0%
these aspects my heart you differently
 

03:37:14.189 --> 03:37:18.080 align:start position:0%
these aspects my heart you differently
and<03:37:14.550><c> then</c><03:37:14.760><c> being</c><03:37:15.449><c> able</c><03:37:15.569><c> to</c><03:37:15.869><c> think</c><03:37:16.470><c> about</c><03:37:16.560><c> this</c>

03:37:18.080 --> 03:37:18.090 align:start position:0%
and then being able to think about this
 

03:37:18.090 --> 03:37:23.809 align:start position:0%
and then being able to think about this
but<03:37:18.779><c> maybe</c><03:37:18.960><c> resolution</c><03:37:22.189><c> well</c><03:37:23.189><c> I</c><03:37:23.520><c> don't</c><03:37:23.729><c> know</c><03:37:23.790><c> I</c>

03:37:23.809 --> 03:37:23.819 align:start position:0%
but maybe resolution well I don't know I
 

03:37:23.819 --> 03:37:25.280 align:start position:0%
but maybe resolution well I don't know I
have<03:37:24.119><c> a</c><03:37:24.149><c> feeling</c><03:37:24.479><c> that</c><03:37:24.600><c> it's</c><03:37:24.840><c> a</c><03:37:24.930><c> funding</c>

03:37:25.280 --> 03:37:25.290 align:start position:0%
have a feeling that it's a funding
 

03:37:25.290 --> 03:37:27.469 align:start position:0%
have a feeling that it's a funding
project<03:37:25.710><c> problem</c><03:37:26.460><c> because</c><03:37:26.790><c> if</c><03:37:27.000><c> there</c><03:37:27.180><c> is</c><03:37:27.270><c> more</c>

03:37:27.469 --> 03:37:27.479 align:start position:0%
project problem because if there is more
 

03:37:27.479 --> 03:37:31.099 align:start position:0%
project problem because if there is more
money<03:37:27.689><c> that</c><03:37:28.050><c> means</c><03:37:28.319><c> you</c><03:37:28.560><c> can</c><03:37:29.840><c> explain</c><03:37:30.840><c> things</c>

03:37:31.099 --> 03:37:31.109 align:start position:0%
money that means you can explain things
 

03:37:31.109 --> 03:37:32.990 align:start position:0%
money that means you can explain things
more<03:37:31.290><c> you</c><03:37:31.619><c> can</c><03:37:31.770><c> communicate</c><03:37:32.279><c> better</c><03:37:32.550><c> if</c><03:37:32.819><c> it</c>

03:37:32.990 --> 03:37:33.000 align:start position:0%
more you can communicate better if it
 

03:37:33.000 --> 03:37:34.280 align:start position:0%
more you can communicate better if it
will<03:37:33.149><c> better</c><03:37:33.329><c> documentation</c><03:37:33.899><c> with</c><03:37:34.199><c> an</c>

03:37:34.280 --> 03:37:34.290 align:start position:0%
will better documentation with an
 

03:37:34.290 --> 03:37:37.370 align:start position:0%
will better documentation with an
experiment<03:37:34.770><c> better</c><03:37:35.100><c> and</c><03:37:35.520><c> also</c><03:37:36.390><c> like</c><03:37:36.689><c> when</c><03:37:37.170><c> you</c>

03:37:37.370 --> 03:37:37.380 align:start position:0%
experiment better and also like when you
 

03:37:37.380 --> 03:37:38.899 align:start position:0%
experiment better and also like when you
are<03:37:37.500><c> trying</c><03:37:37.800><c> to</c><03:37:38.100><c> use</c><03:37:38.399><c> peer-to-peer</c>

03:37:38.899 --> 03:37:38.909 align:start position:0%
are trying to use peer-to-peer
 

03:37:38.909 --> 03:37:43.280 align:start position:0%
are trying to use peer-to-peer
technology<03:37:39.739><c> a</c><03:37:40.739><c> lot</c><03:37:41.159><c> of</c><03:37:41.310><c> times</c><03:37:41.779><c> if</c><03:37:42.779><c> you</c><03:37:42.930><c> want</c><03:37:43.199><c> to</c>

03:37:43.280 --> 03:37:43.290 align:start position:0%
technology a lot of times if you want to
 

03:37:43.290 --> 03:37:46.280 align:start position:0%
technology a lot of times if you want to
get<03:37:43.439><c> funding</c><03:37:44.010><c> like</c><03:37:44.640><c> we</c><03:37:44.939><c> are</c><03:37:45.029><c> not</c><03:37:45.180><c> creating</c><03:37:45.840><c> we</c>

03:37:46.280 --> 03:37:46.290 align:start position:0%
get funding like we are not creating we
 

03:37:46.290 --> 03:37:49.250 align:start position:0%
get funding like we are not creating we
are<03:37:46.380><c> using</c><03:37:46.680><c> that</c><03:37:47.069><c> for</c><03:37:47.340><c> example</c><03:37:47.579><c> yeah</c><03:37:48.000><c> but</c><03:37:48.449><c> then</c>

03:37:49.250 --> 03:37:49.260 align:start position:0%
are using that for example yeah but then
 

03:37:49.260 --> 03:37:51.530 align:start position:0%
are using that for example yeah but then
you<03:37:49.680><c> have</c><03:37:49.920><c> to</c><03:37:49.949><c> like</c><03:37:50.520><c> people</c><03:37:50.670><c> want</c><03:37:51.060><c> you</c><03:37:51.210><c> to</c><03:37:51.239><c> use</c>

03:37:51.530 --> 03:37:51.540 align:start position:0%
you have to like people want you to use
 

03:37:51.540 --> 03:37:53.080 align:start position:0%
you have to like people want you to use
the<03:37:51.659><c> technology</c><03:37:52.109><c> that</c><03:37:52.199><c> is</c><03:37:52.380><c> more</c><03:37:52.680><c> popular</c>

03:37:53.080 --> 03:37:53.090 align:start position:0%
the technology that is more popular
 

03:37:53.090 --> 03:37:55.760 align:start position:0%
the technology that is more popular
because<03:37:54.090><c> then</c><03:37:54.540><c> it's</c><03:37:54.659><c> easier</c><03:37:55.079><c> to</c><03:37:55.229><c> get</c><03:37:55.319><c> funding</c>

03:37:55.760 --> 03:37:55.770 align:start position:0%
because then it's easier to get funding
 

03:37:55.770 --> 03:37:59.960 align:start position:0%
because then it's easier to get funding
so<03:37:55.949><c> this</c><03:37:56.310><c> is</c><03:37:56.430><c> also</c><03:37:58.189><c> but</c><03:37:59.189><c> yeah</c><03:37:59.340><c> what</c><03:37:59.579><c> we</c><03:37:59.670><c> want</c><03:37:59.850><c> to</c>

03:37:59.960 --> 03:37:59.970 align:start position:0%
so this is also but yeah what we want to
 

03:37:59.970 --> 03:38:00.590 align:start position:0%
so this is also but yeah what we want to
do<03:38:00.210><c> wrong</c>

03:38:00.590 --> 03:38:00.600 align:start position:0%
do wrong
 

03:38:00.600 --> 03:38:02.210 align:start position:0%
do wrong
yeah<03:38:00.720><c> we'll</c><03:38:00.869><c> just</c><03:38:00.899><c> focus</c><03:38:01.350><c> on</c><03:38:01.500><c> solutions</c><03:38:01.710><c> here</c>

03:38:02.210 --> 03:38:02.220 align:start position:0%
yeah we'll just focus on solutions here
 

03:38:02.220 --> 03:38:04.040 align:start position:0%
yeah we'll just focus on solutions here
and<03:38:02.340><c> I'll</c><03:38:02.430><c> start</c><03:38:02.520><c> with</c><03:38:02.790><c> signal</c><03:38:03.149><c> on</c><03:38:03.270><c> and</c>

03:38:04.040 --> 03:38:04.050 align:start position:0%
and I'll start with signal on and
 

03:38:04.050 --> 03:38:05.330 align:start position:0%
and I'll start with signal on and
they'll<03:38:04.170><c> just</c><03:38:04.380><c> start</c><03:38:04.529><c> reading</c><03:38:04.680><c> that's</c><03:38:04.949><c> we</c><03:38:05.159><c> can</c>

03:38:05.330 --> 03:38:05.340 align:start position:0%
they'll just start reading that's we can
 

03:38:05.340 --> 03:38:08.149 align:start position:0%
they'll just start reading that's we can
see<03:38:05.550><c> yeah</c><03:38:06.270><c> let's</c><03:38:06.750><c> go</c><03:38:06.899><c> around</c><03:38:07.140><c> what</c><03:38:07.529><c> maybe</c><03:38:07.949><c> it's</c>

03:38:08.149 --> 03:38:08.159 align:start position:0%
see yeah let's go around what maybe it's
 

03:38:08.159 --> 03:38:10.609 align:start position:0%
see yeah let's go around what maybe it's
because<03:38:08.279><c> we</c><03:38:08.579><c> don't</c><03:38:08.760><c> have</c><03:38:08.819><c> we</c><03:38:09.630><c> don't</c><03:38:09.810><c> have</c><03:38:09.869><c> a</c>

03:38:10.609 --> 03:38:10.619 align:start position:0%
because we don't have we don't have a
 

03:38:10.619 --> 03:38:13.969 align:start position:0%
because we don't have we don't have a
group<03:38:11.430><c> or</c><03:38:11.699><c> something</c><03:38:12.479><c> that</c><03:38:12.689><c> who</c><03:38:13.409><c> received</c>

03:38:13.969 --> 03:38:13.979 align:start position:0%
group or something that who received
 

03:38:13.979 --> 03:38:16.250 align:start position:0%
group or something that who received
that<03:38:14.100><c> money</c><03:38:14.369><c> we</c><03:38:14.760><c> don't</c><03:38:14.880><c> have</c><03:38:15.090><c> data</c><03:38:15.630><c> organism</c>

03:38:16.250 --> 03:38:16.260 align:start position:0%
that money we don't have data organism
 

03:38:16.260 --> 03:38:20.269 align:start position:0%
that money we don't have data organism
you<03:38:16.439><c> know</c><03:38:16.590><c> maybe</c><03:38:17.489><c> we</c><03:38:17.760><c> have</c><03:38:18.600><c> a</c><03:38:19.050><c> foundation</c><03:38:19.859><c> for</c>

03:38:20.269 --> 03:38:20.279 align:start position:0%
you know maybe we have a foundation for
 

03:38:20.279 --> 03:38:22.639 align:start position:0%
you know maybe we have a foundation for
this<03:38:20.510><c> or</c><03:38:21.510><c> I</c><03:38:21.840><c> don't</c><03:38:21.960><c> know</c><03:38:22.050><c> I</c><03:38:22.229><c> don't</c><03:38:22.409><c> know</c><03:38:22.470><c> what's</c>

03:38:22.639 --> 03:38:22.649 align:start position:0%
this or I don't know I don't know what's
 

03:38:22.649 --> 03:38:25.399 align:start position:0%
this or I don't know I don't know what's
the<03:38:22.710><c> best</c><03:38:22.920><c> book</c><03:38:23.130><c> but</c><03:38:23.640><c> every</c><03:38:24.079><c> location</c><03:38:25.079><c> or</c>

03:38:25.399 --> 03:38:25.409 align:start position:0%
the best book but every location or
 

03:38:25.409 --> 03:38:32.540 align:start position:0%
the best book but every location or
something<03:38:29.210><c> here</c><03:38:30.829><c> kind</c><03:38:31.829><c> of</c><03:38:31.890><c> knows</c><03:38:32.010><c> me</c><03:38:32.399><c> out</c>

03:38:32.540 --> 03:38:32.550 align:start position:0%
something here kind of knows me out
 

03:38:32.550 --> 03:38:37.280 align:start position:0%
something here kind of knows me out
standards<03:38:32.880><c> also</c><03:38:34.279><c> very</c><03:38:35.279><c> helpful</c><03:38:35.779><c> results</c><03:38:36.779><c> like</c>

03:38:37.280 --> 03:38:37.290 align:start position:0%
standards also very helpful results like
 

03:38:37.290 --> 03:38:40.729 align:start position:0%
standards also very helpful results like
some<03:38:38.069><c> of</c><03:38:38.189><c> these</c><03:38:38.279><c> issues</c><03:38:38.550><c> would</c><03:38:39.479><c> be</c><03:38:39.510><c> if</c><03:38:40.380><c> there</c>

03:38:40.729 --> 03:38:40.739 align:start position:0%
some of these issues would be if there
 

03:38:40.739 --> 03:38:41.969 align:start position:0%
some of these issues would be if there
be

03:38:41.969 --> 03:38:41.979 align:start position:0%
be
 

03:38:41.979 --> 03:38:45.359 align:start position:0%
be
some<03:38:42.669><c> place</c><03:38:43.089><c> to</c><03:38:43.449><c> letting</c><03:38:44.219><c> publish</c><03:38:45.219><c> these</c>

03:38:45.359 --> 03:38:45.369 align:start position:0%
some place to letting publish these
 

03:38:45.369 --> 03:38:48.569 align:start position:0%
some place to letting publish these
things<03:38:45.669><c> and</c><03:38:45.939><c> I</c><03:38:46.810><c> know</c><03:38:47.529><c> that</c><03:38:47.739><c> like</c><03:38:48.039><c> these</c><03:38:48.369><c> places</c>

03:38:48.569 --> 03:38:48.579 align:start position:0%
things and I know that like these places
 

03:38:48.579 --> 03:38:50.189 align:start position:0%
things and I know that like these places
exist<03:38:48.759><c> you</c><03:38:49.270><c> know</c><03:38:49.299><c> you</c><03:38:49.509><c> could</c><03:38:49.749><c> just</c><03:38:49.930><c> you</c><03:38:50.140><c> could</c>

03:38:50.189 --> 03:38:50.199 align:start position:0%
exist you know you could just you could
 

03:38:50.199 --> 03:38:56.010 align:start position:0%
exist you know you could just you could
just<03:38:50.529><c> go</c><03:38:50.680><c> through</c><03:38:50.949><c> my</c><03:38:51.009><c> testing</c><03:38:54.539><c> for</c><03:38:55.539><c> example</c>

03:38:56.010 --> 03:38:56.020 align:start position:0%
just go through my testing for example
 

03:38:56.020 --> 03:38:59.099 align:start position:0%
just go through my testing for example
it's<03:38:56.619><c> just</c><03:38:56.739><c> that</c><03:38:57.159><c> for</c><03:38:57.909><c> a</c><03:38:58.299><c> lot</c><03:38:58.629><c> of</c><03:38:58.659><c> people</c><03:38:58.989><c> in</c>

03:38:59.099 --> 03:38:59.109 align:start position:0%
it's just that for a lot of people in
 

03:38:59.109 --> 03:39:04.769 align:start position:0%
it's just that for a lot of people in
this<03:39:00.359><c> community</c><03:39:01.359><c> also</c><03:39:01.899><c> very</c><03:39:02.259><c> like</c><03:39:03.779><c> mutilating</c>

03:39:04.769 --> 03:39:04.779 align:start position:0%
this community also very like mutilating
 

03:39:04.779 --> 03:39:07.109 align:start position:0%
this community also very like mutilating
internet<03:39:05.649><c> in</c><03:39:06.249><c> general</c><03:39:06.399><c> and</c><03:39:06.819><c> might</c><03:39:06.969><c> not</c>

03:39:07.109 --> 03:39:07.119 align:start position:0%
internet in general and might not
 

03:39:07.119 --> 03:39:08.639 align:start position:0%
internet in general and might not
actually<03:39:07.329><c> you</c><03:39:07.689><c> know</c><03:39:07.810><c> like</c><03:39:07.839><c> you</c><03:39:08.109><c> know</c><03:39:08.199><c> I'll</c><03:39:08.439><c> get</c>

03:39:08.639 --> 03:39:08.649 align:start position:0%
actually you know like you know I'll get
 

03:39:08.649 --> 03:39:10.920 align:start position:0%
actually you know like you know I'll get
into<03:39:09.009><c> these</c><03:39:09.129><c> kinds</c><03:39:09.459><c> of</c><03:39:09.520><c> things</c><03:39:09.699><c> so</c><03:39:09.999><c> it</c><03:39:10.689><c> is</c><03:39:10.779><c> the</c>

03:39:10.920 --> 03:39:10.930 align:start position:0%
into these kinds of things so it is the
 

03:39:10.930 --> 03:39:13.050 align:start position:0%
into these kinds of things so it is the
forever<03:39:11.229><c> like</c><03:39:11.739><c> it</c><03:39:11.890><c> has</c><03:39:12.039><c> a</c><03:39:12.069><c> bit</c><03:39:12.249><c> of</c><03:39:12.279><c> a</c><03:39:12.459><c> traffic</c>

03:39:13.050 --> 03:39:13.060 align:start position:0%
forever like it has a bit of a traffic
 

03:39:13.060 --> 03:39:16.349 align:start position:0%
forever like it has a bit of a traffic
problem<03:39:14.399><c> so</c><03:39:15.399><c> you</c><03:39:15.430><c> could</c><03:39:15.789><c> either</c><03:39:15.969><c> just</c><03:39:16.239><c> for</c>

03:39:16.349 --> 03:39:16.359 align:start position:0%
problem so you could either just for
 

03:39:16.359 --> 03:39:18.840 align:start position:0%
problem so you could either just for
your<03:39:16.689><c> own</c><03:39:16.810><c> standards</c><03:39:17.379><c> organization</c><03:39:18.009><c> which</c><03:39:18.699><c> is</c>

03:39:18.840 --> 03:39:18.850 align:start position:0%
your own standards organization which is
 

03:39:18.850 --> 03:39:20.579 align:start position:0%
your own standards organization which is
chrome<03:39:19.119><c> at</c><03:39:19.239><c> an</c><03:39:19.359><c> existing</c><03:39:19.659><c> one</c><03:39:20.109><c> but</c><03:39:20.319><c> then</c>

03:39:20.579 --> 03:39:20.589 align:start position:0%
chrome at an existing one but then
 

03:39:20.589 --> 03:39:24.739 align:start position:0%
chrome at an existing one but then
somehow<03:39:20.890><c> make</c><03:39:21.310><c> it</c><03:39:21.339><c> so</c><03:39:21.640><c> that</c><03:39:21.669><c> I</c><03:39:21.909><c> can</c>

03:39:24.739 --> 03:39:24.749 align:start position:0%
 
 

03:39:24.749 --> 03:39:31.019 align:start position:0%
 
what<03:39:25.749><c> about</c><03:39:25.869><c> doing</c><03:39:26.199><c> at</c><03:39:26.350><c> our</c><03:39:30.029><c> implement</c>

03:39:31.019 --> 03:39:31.029 align:start position:0%
what about doing at our implement
 

03:39:31.029 --> 03:39:34.170 align:start position:0%
what about doing at our implement
sensitive<03:39:31.829><c> document</c><03:39:32.829><c> to</c><03:39:33.100><c> get</c><03:39:33.219><c> some</c><03:39:33.459><c> key</c><03:39:33.999><c> with</c>

03:39:34.170 --> 03:39:34.180 align:start position:0%
sensitive document to get some key with
 

03:39:34.180 --> 03:39:35.679 align:start position:0%
sensitive document to get some key with
the

03:39:35.679 --> 03:39:35.689 align:start position:0%
the
 

03:39:35.689 --> 03:39:38.389 align:start position:0%
the
except<03:39:36.689><c> you're</c><03:39:36.870><c> starting</c><03:39:37.739><c> with</c><03:39:37.770><c> JavaScript</c>

03:39:38.389 --> 03:39:38.399 align:start position:0%
except you're starting with JavaScript
 

03:39:38.399 --> 03:39:40.399 align:start position:0%
except you're starting with JavaScript
or<03:39:38.550><c> something</c><03:39:38.760><c> like</c><03:39:38.850><c> that</c><03:39:38.939><c> you're</c><03:39:39.779><c> avoiding</c>

03:39:40.399 --> 03:39:40.409 align:start position:0%
or something like that you're avoiding
 

03:39:40.409 --> 03:39:42.349 align:start position:0%
or something like that you're avoiding
my<03:39:40.710><c> sister</c><03:39:41.040><c> didn't</c><03:39:41.250><c> take</c><03:39:41.609><c> it</c><03:39:41.729><c> difficulty</c>

03:39:42.349 --> 03:39:42.359 align:start position:0%
my sister didn't take it difficulty
 

03:39:42.359 --> 03:39:45.320 align:start position:0%
my sister didn't take it difficulty
music<03:39:42.659><c> go</c><03:39:44.120><c> okay</c>

03:39:45.320 --> 03:39:45.330 align:start position:0%
music go okay
 

03:39:45.330 --> 03:39:47.599 align:start position:0%
music go okay
geillis<03:39:45.659><c> listen</c><03:39:46.170><c> I</c><03:39:46.680><c> know</c><03:39:47.189><c> we've</c><03:39:47.340><c> done</c><03:39:47.370><c> a</c><03:39:47.520><c> lot</c>

03:39:47.599 --> 03:39:47.609 align:start position:0%
geillis listen I know we've done a lot
 

03:39:47.609 --> 03:39:49.760 align:start position:0%
geillis listen I know we've done a lot
of<03:39:47.819><c> problems</c><03:39:48.180><c> but</c><03:39:48.359><c> I</c><03:39:48.600><c> think</c><03:39:48.720><c> in</c><03:39:49.319><c> this</c><03:39:49.470><c> section</c>

03:39:49.760 --> 03:39:49.770 align:start position:0%
of problems but I think in this section
 

03:39:49.770 --> 03:39:51.290 align:start position:0%
of problems but I think in this section
we're<03:39:49.979><c> gonna</c><03:39:50.130><c> train</c><03:39:50.489><c> for</c><03:39:50.850><c> every</c><03:39:50.909><c> one</c><03:39:51.120><c> into</c>

03:39:51.290 --> 03:39:51.300 align:start position:0%
we're gonna train for every one into
 

03:39:51.300 --> 03:39:54.320 align:start position:0%
we're gonna train for every one into
Center<03:39:51.529><c> we're</c><03:39:52.529><c> talking</c><03:39:53.279><c> about</c><03:39:53.430><c> solutions</c><03:39:54.149><c> to</c>

03:39:54.320 --> 03:39:54.330 align:start position:0%
Center we're talking about solutions to
 

03:39:54.330 --> 03:39:55.969 align:start position:0%
Center we're talking about solutions to
the<03:39:54.420><c> issue</c><03:39:54.569><c> of</c><03:39:54.689><c> like</c><03:39:54.899><c> the</c><03:39:55.020><c> fragmentation</c><03:39:55.859><c> and</c>

03:39:55.969 --> 03:39:55.979 align:start position:0%
the issue of like the fragmentation and
 

03:39:55.979 --> 03:39:57.769 align:start position:0%
the issue of like the fragmentation and
the<03:39:56.069><c> preference</c><03:39:56.460><c> base</c><03:39:56.640><c> and</c><03:39:57.330><c> how</c><03:39:57.449><c> to</c><03:39:57.510><c> make</c><03:39:57.689><c> it</c>

03:39:57.769 --> 03:39:57.779 align:start position:0%
the preference base and how to make it
 

03:39:57.779 --> 03:40:00.500 align:start position:0%
the preference base and how to make it
easy<03:39:57.960><c> for</c><03:39:58.109><c> new</c><03:39:58.380><c> people</c><03:39:58.529><c> to</c><03:39:58.710><c> get</c><03:39:58.920><c> involved</c><03:39:59.510><c> as</c>

03:40:00.500 --> 03:40:00.510 align:start position:0%
easy for new people to get involved as
 

03:40:00.510 --> 03:40:02.330 align:start position:0%
easy for new people to get involved as
well<03:40:00.689><c> as</c><03:40:00.840><c> like</c><03:40:01.050><c> solves</c><03:40:01.770><c> for</c><03:40:01.859><c> the</c><03:40:02.010><c> questions</c>

03:40:02.330 --> 03:40:02.340 align:start position:0%
well as like solves for the questions
 

03:40:02.340 --> 03:40:05.149 align:start position:0%
well as like solves for the questions
around<03:40:02.689><c> funding</c><03:40:03.689><c> and</c><03:40:03.870><c> standards</c><03:40:04.260><c> like</c><03:40:04.979><c> that</c>

03:40:05.149 --> 03:40:05.159 align:start position:0%
around funding and standards like that
 

03:40:05.159 --> 03:40:07.960 align:start position:0%
around funding and standards like that
sensible<03:40:05.819><c> the</c><03:40:06.120><c> solution</c><03:40:06.510><c> is</c><03:40:06.600><c> not</c><03:40:06.750><c> very</c><03:40:07.109><c> simple</c>

03:40:07.960 --> 03:40:07.970 align:start position:0%
sensible the solution is not very simple
 

03:40:07.970 --> 03:40:09.889 align:start position:0%
sensible the solution is not very simple
example<03:40:08.970><c> for</c><03:40:09.090><c> tech</c><03:40:09.270><c> that</c><03:40:09.420><c> you</c><03:40:09.449><c> get</c><03:40:09.630><c> kind</c><03:40:09.870><c> of</c>

03:40:09.889 --> 03:40:09.899 align:start position:0%
example for tech that you get kind of
 

03:40:09.899 --> 03:40:11.630 align:start position:0%
example for tech that you get kind of
made<03:40:10.080><c> that</c><03:40:10.590><c> will</c><03:40:10.739><c> be</c><03:40:10.859><c> coming</c><03:40:11.040><c> across</c><03:40:11.279><c> every</c>

03:40:11.630 --> 03:40:11.640 align:start position:0%
made that will be coming across every
 

03:40:11.640 --> 03:40:15.800 align:start position:0%
made that will be coming across every
action<03:40:12.149><c> cool</c><03:40:13.640><c> we're</c><03:40:14.640><c> gonna</c><03:40:14.760><c> have</c><03:40:14.939><c> 20</c><03:40:15.210><c> 20</c><03:40:15.689><c> more</c>

03:40:15.800 --> 03:40:15.810 align:start position:0%
action cool we're gonna have 20 20 more
 

03:40:15.810 --> 03:40:20.600 align:start position:0%
action cool we're gonna have 20 20 more
minutes

03:40:20.600 --> 03:40:20.610 align:start position:0%
 
 

03:40:20.610 --> 03:40:23.240 align:start position:0%
 
I<03:40:20.640><c> think</c><03:40:21.330><c> first</c><03:40:21.900><c> of</c><03:40:22.050><c> all</c><03:40:22.170><c> I</c><03:40:22.260><c> think</c><03:40:22.320><c> it's</c><03:40:22.920><c> fine</c>

03:40:23.240 --> 03:40:23.250 align:start position:0%
I think first of all I think it's fine
 

03:40:23.250 --> 03:40:27.290 align:start position:0%
I think first of all I think it's fine
if<03:40:23.280><c> we</c><03:40:23.430><c> have</c><03:40:23.700><c> some</c><03:40:24.600><c> level</c><03:40:24.900><c> of</c><03:40:26.300><c> fragmentation</c>

03:40:27.290 --> 03:40:27.300 align:start position:0%
if we have some level of fragmentation
 

03:40:27.300 --> 03:40:28.479 align:start position:0%
if we have some level of fragmentation
and<03:40:27.690><c> expiry</c>

03:40:28.479 --> 03:40:28.489 align:start position:0%
and expiry
 

03:40:28.489 --> 03:40:30.100 align:start position:0%
and expiry
it's<03:40:28.850><c> true</c>

03:40:30.100 --> 03:40:30.110 align:start position:0%
it's true
 

03:40:30.110 --> 03:40:33.050 align:start position:0%
it's true
we're<03:40:30.470><c> trying</c><03:40:30.710><c> out</c><03:40:30.920><c> different</c><03:40:30.950><c> things</c><03:40:31.370><c> in</c>

03:40:33.050 --> 03:40:33.060 align:start position:0%
we're trying out different things in
 

03:40:33.060 --> 03:40:36.030 align:start position:0%
we're trying out different things in
but<03:40:34.060><c> it's</c><03:40:34.450><c> also</c><03:40:34.630><c> useful</c><03:40:34.900><c> to</c><03:40:35.350><c> have</c><03:40:35.650><c> any</c>

03:40:36.030 --> 03:40:36.040 align:start position:0%
but it's also useful to have any
 

03:40:36.040 --> 03:40:41.930 align:start position:0%
but it's also useful to have any
companies

03:40:41.930 --> 03:40:41.940 align:start position:0%
 
 

03:40:41.940 --> 03:40:47.830 align:start position:0%
 
eventually<03:40:43.351><c> the</c><03:40:44.351><c> most</c><03:40:45.190><c> successful</c>

03:40:47.830 --> 03:40:47.840 align:start position:0%
eventually the most successful
 

03:40:47.840 --> 03:40:50.120 align:start position:0%
eventually the most successful
the<03:40:48.840><c> solution</c><03:40:49.290><c> is</c><03:40:49.410><c> going</c><03:40:49.529><c> to</c><03:40:49.620><c> be</c><03:40:49.680><c> about</c><03:40:49.920><c> that</c>

03:40:50.120 --> 03:40:50.130 align:start position:0%
the solution is going to be about that
 

03:40:50.130 --> 03:40:57.881 align:start position:0%
the solution is going to be about that
but<03:40:50.430><c> I</c><03:40:50.670><c> think</c><03:40:50.910><c> we're</c><03:40:51.239><c> at</c><03:40:51.330><c> the</c><03:40:51.450><c> stage</c><03:40:51.479><c> where</c>

03:40:57.881 --> 03:40:57.891 align:start position:0%
 
 

03:40:57.891 --> 03:41:03.440 align:start position:0%
 
okay<03:40:59.361><c> so</c><03:41:00.381><c> we</c>

03:41:03.440 --> 03:41:03.450 align:start position:0%
 
 

03:41:03.450 --> 03:41:06.830 align:start position:0%
 
and<03:41:03.570><c> the</c><03:41:03.810><c> solution</c><03:41:04.200><c> is</c><03:41:04.320><c> is</c><03:41:04.650><c> to</c><03:41:05.280><c> have</c><03:41:06.240><c> an</c>

03:41:06.830 --> 03:41:06.840 align:start position:0%
and the solution is is to have an
 

03:41:06.840 --> 03:41:09.410 align:start position:0%
and the solution is is to have an
activator<03:41:07.500><c> please</c><03:41:07.950><c> look</c><03:41:08.340><c> at</c><03:41:08.520><c> organization</c>

03:41:09.410 --> 03:41:09.420 align:start position:0%
activator please look at organization
 

03:41:09.420 --> 03:41:29.320 align:start position:0%
activator please look at organization
yeah<03:41:09.660><c> where</c><03:41:09.840><c> we</c><03:41:09.990><c> can</c><03:41:12.560><c> stand</c><03:41:13.560><c> there's</c><03:41:13.860><c> funding</c>

03:41:29.320 --> 03:41:29.330 align:start position:0%
 
 

03:41:29.330 --> 03:41:36.480 align:start position:0%
 
for<03:41:30.260><c> what</c>

03:41:36.480 --> 03:41:36.490 align:start position:0%
 
 

03:41:36.490 --> 03:41:39.000 align:start position:0%
 
come<03:41:37.000><c> here</c>

03:41:39.000 --> 03:41:39.010 align:start position:0%
come here
 

03:41:39.010 --> 03:41:42.389 align:start position:0%
come here
I<03:41:39.039><c> mean</c><03:41:39.909><c> I'm</c><03:41:40.060><c> imagining</c><03:41:40.479><c> maybe</c><03:41:40.869><c> for</c><03:41:41.859><c> me</c><03:41:42.010><c> the</c>

03:41:42.389 --> 03:41:42.399 align:start position:0%
I mean I'm imagining maybe for me the
 

03:41:42.399 --> 03:41:44.910 align:start position:0%
I mean I'm imagining maybe for me the
quickest<03:41:43.210><c> way</c><03:41:43.300><c> that</c><03:41:44.140><c> I</c><03:41:44.229><c> think</c><03:41:44.289><c> matches</c><03:41:44.800><c> the</c>

03:41:44.910 --> 03:41:44.920 align:start position:0%
quickest way that I think matches the
 

03:41:44.920 --> 03:41:47.819 align:start position:0%
quickest way that I think matches the
depleting<03:41:45.640><c> projects</c><03:41:46.180><c> they</c><03:41:46.659><c> may</c><03:41:46.840><c> be</c><03:41:46.899><c> taken</c><03:41:47.319><c> all</c>

03:41:47.819 --> 03:41:47.829 align:start position:0%
depleting projects they may be taken all
 

03:41:47.829 --> 03:41:50.140 align:start position:0%
depleting projects they may be taken all
the<03:41:48.220><c> they</c><03:41:48.579><c> talk</c><03:41:48.760><c> to</c><03:41:48.850><c> each</c><03:41:48.909><c> other</c>

03:41:50.140 --> 03:41:50.150 align:start position:0%
the they talk to each other
 

03:41:50.150 --> 03:41:52.330 align:start position:0%
the they talk to each other
thank<03:41:50.780><c> you</c><03:41:51.021><c> their</c><03:41:51.380><c> funding</c><03:41:51.860><c> to</c><03:41:51.890><c> put</c><03:41:52.220><c> it</c>

03:41:52.330 --> 03:41:52.340 align:start position:0%
thank you their funding to put it
 

03:41:52.340 --> 03:41:55.600 align:start position:0%
thank you their funding to put it
together<03:41:52.460><c> and</c><03:41:52.940><c> say</c><03:41:53.450><c> that</c><03:41:53.750><c> some</c><03:41:54.070><c> rusty</c><03:41:55.070><c> vigil</c>

03:41:55.600 --> 03:41:55.610 align:start position:0%
together and say that some rusty vigil
 

03:41:55.610 --> 03:41:58.810 align:start position:0%
together and say that some rusty vigil
or<03:41:55.940><c> maybe</c><03:41:56.210><c> small</c><03:41:56.630><c> teeth</c><03:41:56.930><c> posed</c><03:41:57.650><c> interviews</c><03:41:58.610><c> or</c>

03:41:58.810 --> 03:41:58.820 align:start position:0%
or maybe small teeth posed interviews or
 

03:41:58.820 --> 03:42:02.350 align:start position:0%
or maybe small teeth posed interviews or
research<03:41:59.150><c> is</c><03:41:59.330><c> reduced</c><03:41:59.690><c> in</c><03:42:00.320><c> comparison</c><03:42:00.760><c> if</c><03:42:01.760><c> the</c>

03:42:02.350 --> 03:42:02.360 align:start position:0%
research is reduced in comparison if the
 

03:42:02.360 --> 03:42:04.270 align:start position:0%
research is reduced in comparison if the
team's<03:42:02.601><c> agreed</c><03:42:02.900><c> in</c><03:42:03.140><c> just</c><03:42:03.320><c> yet</c><03:42:03.710><c> for</c><03:42:03.830><c> all</c><03:42:04.130><c> their</c>

03:42:04.270 --> 03:42:04.280 align:start position:0%
team's agreed in just yet for all their
 

03:42:04.280 --> 03:42:06.640 align:start position:0%
team's agreed in just yet for all their
documentation<03:42:04.790><c> that</c><03:42:05.120><c> particular</c><03:42:05.720><c> github</c>

03:42:06.640 --> 03:42:06.650 align:start position:0%
documentation that particular github
 

03:42:06.650 --> 03:42:09.310 align:start position:0%
documentation that particular github
repo<03:42:07.010><c> or</c><03:42:07.160><c> whatever</c><03:42:07.400><c> it</c><03:42:07.580><c> is</c><03:42:07.840><c> just</c><03:42:08.840><c> a</c><03:42:08.930><c> quick</c><03:42:09.140><c> way</c>

03:42:09.310 --> 03:42:09.320 align:start position:0%
repo or whatever it is just a quick way
 

03:42:09.320 --> 03:42:11.380 align:start position:0%
repo or whatever it is just a quick way
to<03:42:09.561><c> start</c><03:42:09.830><c> so</c><03:42:10.130><c> this</c><03:42:10.250><c> is</c><03:42:10.400><c> comparison</c><03:42:10.940><c> I</c><03:42:11.030><c> have</c><03:42:11.061><c> no</c>

03:42:11.380 --> 03:42:11.390 align:start position:0%
to start so this is comparison I have no
 

03:42:11.390 --> 03:42:13.511 align:start position:0%
to start so this is comparison I have no
idea<03:42:11.811><c> maybe</c><03:42:12.140><c> they</c><03:42:12.380><c> could</c><03:42:12.561><c> pull</c><03:42:12.771><c> in</c><03:42:12.890><c> funds</c><03:42:13.250><c> and</c>

03:42:13.511 --> 03:42:13.521 align:start position:0%
idea maybe they could pull in funds and
 

03:42:13.521 --> 03:42:15.490 align:start position:0%
idea maybe they could pull in funds and
figure<03:42:13.760><c> out</c><03:42:13.880><c> what</c><03:42:14.150><c> will</c><03:42:14.300><c> be</c><03:42:14.420><c> all</c><03:42:14.630><c> need</c><03:42:15.230><c> and</c>

03:42:15.490 --> 03:42:15.500 align:start position:0%
figure out what will be all need and
 

03:42:15.500 --> 03:42:52.770 align:start position:0%
figure out what will be all need and
then<03:42:31.030><c> one</c><03:42:32.030><c> thing</c><03:42:32.210><c> that</c><03:42:32.950><c> is</c>

03:42:52.770 --> 03:42:52.780 align:start position:0%
 
 

03:42:52.780 --> 03:43:01.171 align:start position:0%
 
offering<03:42:53.780><c> that</c><03:42:53.961><c> across</c><03:42:54.261><c> all</c><03:42:54.320><c> just</c><03:42:54.891><c> universe</c>

03:43:01.171 --> 03:43:01.181 align:start position:0%
 
 

03:43:01.181 --> 03:43:11.210 align:start position:0%
 
thanks<03:43:02.181><c> for</c><03:43:02.330><c> ditching</c><03:43:02.570><c> way</c><03:43:02.950><c> protectively</c>

03:43:11.210 --> 03:43:11.220 align:start position:0%
 
 

03:43:11.220 --> 03:43:16.920 align:start position:0%
 
who's<03:43:12.220><c> here</c><03:43:12.490><c> for</c><03:43:12.670><c> the</c><03:43:12.730><c> next</c><03:43:13.060><c> floor</c><03:43:15.930><c> treatments</c>

03:43:16.920 --> 03:43:16.930 align:start position:0%
who's here for the next floor treatments
 

03:43:16.930 --> 03:43:22.620 align:start position:0%
who's here for the next floor treatments
like<03:43:17.021><c> on</c><03:43:17.230><c> my</c><03:43:17.950><c> part</c>

03:43:22.620 --> 03:43:22.630 align:start position:0%
 
 

03:43:22.630 --> 03:43:25.710 align:start position:0%
 
I<03:43:22.660><c> don't</c><03:43:23.560><c> think</c><03:43:23.620><c> a</c><03:43:23.771><c> lot</c><03:43:24.070><c> of</c><03:43:24.310><c> Fundy</c><03:43:24.820><c> was</c><03:43:25.450><c> that</c>

03:43:25.710 --> 03:43:25.720 align:start position:0%
I don't think a lot of Fundy was that
 

03:43:25.720 --> 03:43:28.590 align:start position:0%
I don't think a lot of Fundy was that
may<03:43:25.870><c> issue</c><03:43:26.110><c> wipe</c><03:43:26.470><c> these</c><03:43:27.600><c> ecosystem</c>

03:43:28.590 --> 03:43:28.600 align:start position:0%
may issue wipe these ecosystem
 

03:43:28.600 --> 03:43:31.241 align:start position:0%
may issue wipe these ecosystem
oversharing

03:43:31.241 --> 03:43:31.251 align:start position:0%
 
 

03:43:31.251 --> 03:43:40.541 align:start position:0%
 
we<03:43:31.551><c> have</c><03:43:31.791><c> been</c><03:43:32.001><c> like</c><03:43:38.171><c> and</c><03:43:39.171><c> also</c><03:43:39.411><c> I</c><03:43:39.561><c> think</c><03:43:40.251><c> like</c>

03:43:40.541 --> 03:43:40.551 align:start position:0%
we have been like and also I think like
 

03:43:40.551 --> 03:43:43.411 align:start position:0%
we have been like and also I think like
you<03:43:40.911><c> very</c><03:43:41.541><c> surprised</c><03:43:41.871><c> at</c><03:43:42.110><c> how</c><03:43:42.261><c> little</c><03:43:42.621><c> cost</c>

03:43:43.411 --> 03:43:43.421 align:start position:0%
you very surprised at how little cost
 

03:43:43.421 --> 03:43:46.270 align:start position:0%
you very surprised at how little cost
for<03:43:44.421><c> each</c><03:43:44.631><c> project</c><03:43:44.990><c> to</c><03:43:45.771><c> have</c><03:43:45.980><c> just</c><03:43:46.221><c> like</c>

03:43:46.270 --> 03:43:46.280 align:start position:0%
for each project to have just like
 

03:43:46.280 --> 03:43:48.701 align:start position:0%
for each project to have just like
community<03:43:46.940><c> people</c><03:43:47.271><c> even</c><03:43:47.961><c> wanted</c><03:43:48.320><c> to</c><03:43:48.501><c> like</c>

03:43:48.701 --> 03:43:48.711 align:start position:0%
community people even wanted to like
 

03:43:48.711 --> 03:43:55.751 align:start position:0%
community people even wanted to like
study<03:43:50.320><c> issues</c><03:43:51.820><c> and</c><03:43:53.320><c> I</c><03:43:54.320><c> mean</c><03:43:55.011><c> there's</c><03:43:55.551><c> another</c>

03:43:55.751 --> 03:43:55.761 align:start position:0%
study issues and I mean there's another
 

03:43:55.761 --> 03:43:59.020 align:start position:0%
study issues and I mean there's another
problem<03:43:56.240><c> for</c><03:43:56.650><c> which</c><03:43:57.650><c> like</c><03:43:57.860><c> the</c><03:43:58.131><c> each</c><03:43:58.730><c> project</c>

03:43:59.020 --> 03:43:59.030 align:start position:0%
problem for which like the each project
 

03:43:59.030 --> 03:44:01.871 align:start position:0%
problem for which like the each project
I<03:43:59.541><c> went</c><03:44:00.501><c> through</c><03:44:00.650><c> that</c><03:44:00.801><c> my</c><03:44:01.251><c> voice</c><03:44:01.490><c> being</c><03:44:01.701><c> like</c>

03:44:01.871 --> 03:44:01.881 align:start position:0%
I went through that my voice being like
 

03:44:01.881 --> 03:44:03.730 align:start position:0%
I went through that my voice being like
we<03:44:02.091><c> were</c><03:44:02.240><c> implementing</c><03:44:02.661><c> the</c><03:44:02.931><c> best</c><03:44:03.201><c> process</c>

03:44:03.730 --> 03:44:03.740 align:start position:0%
we were implementing the best process
 

03:44:03.740 --> 03:44:06.850 align:start position:0%
we were implementing the best process
for<03:44:03.771><c> our</c><03:44:04.161><c> project</c><03:44:05.021><c> we'll</c><03:44:06.021><c> get</c><03:44:06.171><c> a</c><03:44:06.201><c> doctor</c>

03:44:06.850 --> 03:44:06.860 align:start position:0%
for our project we'll get a doctor
 

03:44:06.860 --> 03:44:09.191 align:start position:0%
for our project we'll get a doctor
so<03:44:07.521><c> you</c><03:44:07.730><c> know</c><03:44:07.851><c> like</c><03:44:08.001><c> this</c><03:44:08.211><c> like</c><03:44:08.451><c> no</c><03:44:08.721><c> I'm</c><03:44:08.990><c> not</c>

03:44:09.191 --> 03:44:09.201 align:start position:0%
so you know like this like no I'm not
 

03:44:09.201 --> 03:44:13.270 align:start position:0%
so you know like this like no I'm not
incentive<03:44:09.801><c> to</c><03:44:10.131><c> share</c><03:44:10.871><c> right</c><03:44:11.871><c> away</c><03:44:12.141><c> we</c><03:44:12.951><c> do</c><03:44:13.131><c> want</c>

03:44:13.270 --> 03:44:13.280 align:start position:0%
incentive to share right away we do want
 

03:44:13.280 --> 03:44:15.100 align:start position:0%
incentive to share right away we do want
to<03:44:13.311><c> share</c><03:44:13.490><c> later</c><03:44:13.791><c> after</c><03:44:14.421><c> the</c><03:44:14.541><c> fact</c><03:44:14.780><c> because</c>

03:44:15.100 --> 03:44:15.110 align:start position:0%
to share later after the fact because
 

03:44:15.110 --> 03:44:18.371 align:start position:0%
to share later after the fact because
then<03:44:15.530><c> you</c><03:44:15.740><c> get</c><03:44:15.860><c> a</c><03:44:15.921><c> selfie</c><03:44:16.581><c> on</c><03:44:16.610><c> the</c><03:44:17.331><c> credit</c><03:44:17.631><c> but</c>

03:44:18.371 --> 03:44:18.381 align:start position:0%
then you get a selfie on the credit but
 

03:44:18.381 --> 03:44:22.211 align:start position:0%
then you get a selfie on the credit but
before<03:44:18.711><c> the</c><03:44:18.801><c> fact</c><03:44:19.011><c> is</c><03:44:20.530><c> but</c><03:44:21.530><c> a</c><03:44:21.561><c> similar</c><03:44:21.891><c> thing</c>

03:44:22.211 --> 03:44:22.221 align:start position:0%
before the fact is but a similar thing
 

03:44:22.221 --> 03:44:27.161 align:start position:0%
before the fact is but a similar thing
like<03:44:22.461><c> it</c><03:44:23.391><c> does</c><03:44:24.881><c> and</c><03:44:25.881><c> the</c><03:44:26.121><c> Sun</c><03:44:26.570><c> biggest</c><03:44:26.900><c> issue</c><03:44:27.021><c> I</c>

03:44:27.161 --> 03:44:27.171 align:start position:0%
like it does and the Sun biggest issue I
 

03:44:27.171 --> 03:44:32.111 align:start position:0%
like it does and the Sun biggest issue I
saw<03:44:27.561><c> is</c><03:44:27.801><c> not</c><03:44:27.980><c> what</c><03:44:29.740><c> the</c><03:44:30.740><c> design</c><03:44:31.041><c> aspect</c><03:44:31.581><c> they</c>

03:44:32.111 --> 03:44:32.121 align:start position:0%
saw is not what the design aspect they
 

03:44:32.121 --> 03:44:34.961 align:start position:0%
saw is not what the design aspect they
were<03:44:32.271><c> sort</c><03:44:32.480><c> of</c><03:44:32.570><c> eight</c><03:44:32.721><c> or</c><03:44:33.141><c> more</c><03:44:33.201><c> like</c><03:44:33.711><c> what</c><03:44:34.671><c> are</c>

03:44:34.961 --> 03:44:34.971 align:start position:0%
were sort of eight or more like what are
 

03:44:34.971 --> 03:44:38.470 align:start position:0%
were sort of eight or more like what are
the<03:44:35.240><c> options</c><03:44:35.391><c> they</c><03:44:35.751><c> saw</c><03:44:36.201><c> that</c><03:44:37.011><c> you</c><03:44:37.161><c> refused</c><03:44:37.730><c> no</c>

03:44:38.470 --> 03:44:38.480 align:start position:0%
the options they saw that you refused no
 

03:44:38.480 --> 03:44:40.451 align:start position:0%
the options they saw that you refused no
you<03:44:38.961><c> need</c><03:44:39.171><c> it</c><03:44:39.201><c> and</c><03:44:39.591><c> then</c><03:44:39.650><c> why</c><03:44:40.131><c> I</c><03:44:40.371><c> think</c>

03:44:40.451 --> 03:44:40.461 align:start position:0%
you need it and then why I think
 

03:44:40.461 --> 03:44:42.161 align:start position:0%
you need it and then why I think
actually<03:44:40.730><c> that's</c><03:44:41.001><c> them</c><03:44:41.301><c> learning</c><03:44:41.601><c> like</c><03:44:41.841><c> them</c>

03:44:42.161 --> 03:44:42.171 align:start position:0%
actually that's them learning like them
 

03:44:42.171 --> 03:44:46.060 align:start position:0%
actually that's them learning like them
it's<03:44:42.711><c> like</c><03:44:42.860><c> this</c><03:44:43.131><c> Beach</c><03:44:43.690><c> like</c><03:44:44.690><c> that's</c><03:44:45.621><c> so</c><03:44:45.891><c> we</c>

03:44:46.060 --> 03:44:46.070 align:start position:0%
it's like this Beach like that's so we
 

03:44:46.070 --> 03:44:48.011 align:start position:0%
it's like this Beach like that's so we
don't<03:44:46.311><c> want</c><03:44:46.521><c> them</c><03:44:46.761><c> to</c><03:44:46.911><c> say</c><03:44:47.211><c> bye</c><03:44:47.451><c> before</c><03:44:47.511><c> like</c>

03:44:48.011 --> 03:44:48.021 align:start position:0%
don't want them to say bye before like
 

03:44:48.021 --> 03:44:48.801 align:start position:0%
don't want them to say bye before like
everybody

03:44:48.801 --> 03:44:48.811 align:start position:0%
everybody
 

03:44:48.811 --> 03:44:51.140 align:start position:0%
everybody
because<03:44:49.500><c> no</c><03:44:49.740><c> one</c><03:44:49.920><c> explained</c><03:44:50.340><c> why</c><03:44:50.670><c> they</c><03:44:50.820><c> didn't</c>

03:44:51.140 --> 03:44:51.150 align:start position:0%
because no one explained why they didn't
 

03:44:51.150 --> 03:44:55.820 align:start position:0%
because no one explained why they didn't
choose<03:44:51.391><c> I</c><03:44:52.761><c> so</c><03:44:53.761><c> yes</c><03:44:54.511><c> I</c><03:44:54.690><c> if</c><03:44:55.050><c> we</c><03:44:55.110><c> just</c><03:44:55.471><c> come</c><03:44:55.710><c> up</c>

03:44:55.820 --> 03:44:55.830 align:start position:0%
choose I so yes I if we just come up
 

03:44:55.830 --> 03:44:58.580 align:start position:0%
choose I so yes I if we just come up
with<03:44:55.891><c> like</c><03:44:56.240><c> initial</c><03:44:57.240><c> for</c><03:44:57.391><c> all</c><03:44:57.540><c> those</c><03:44:57.811><c> cars</c><03:44:58.200><c> and</c>

03:44:58.580 --> 03:44:58.590 align:start position:0%
with like initial for all those cars and
 

03:44:58.590 --> 03:45:01.011 align:start position:0%
with like initial for all those cars and
how<03:44:59.280><c> do</c><03:44:59.641><c> we</c><03:44:59.761><c> spread</c><03:45:00.000><c> among</c><03:45:00.330><c> or</c><03:45:00.540><c> the</c><03:45:00.601><c> project</c>

03:45:01.011 --> 03:45:01.021 align:start position:0%
how do we spread among or the project
 

03:45:01.021 --> 03:45:02.631 align:start position:0%
how do we spread among or the project
thing<03:45:01.141><c> like</c><03:45:01.290><c> everybody</c><03:45:01.650><c> we</c><03:45:01.860><c> they</c><03:45:02.130><c> surprised</c>

03:45:02.631 --> 03:45:02.641 align:start position:0%
thing like everybody we they surprised
 

03:45:02.641 --> 03:45:05.830 align:start position:0%
thing like everybody we they surprised
us<03:45:02.910><c> more</c><03:45:03.210><c> is</c><03:45:03.511><c> there</c><03:45:03.690><c> to</c><03:45:03.931><c> share</c><03:45:04.410><c> learnings</c><03:45:04.950><c> yeah</c>

03:45:05.830 --> 03:45:05.840 align:start position:0%
us more is there to share learnings yeah
 

03:45:05.840 --> 03:45:10.850 align:start position:0%
us more is there to share learnings yeah
that's<03:45:06.840><c> that's</c><03:45:07.050><c> the</c><03:45:07.230><c> biggest</c><03:45:07.440><c> part</c><03:45:07.800><c> that</c><03:45:08.730><c> is</c><03:45:09.860><c> a</c>

03:45:10.850 --> 03:45:10.860 align:start position:0%
that's that's the biggest part that is a
 

03:45:10.860 --> 03:45:13.239 align:start position:0%
that's that's the biggest part that is a
lot<03:45:11.190><c> of</c><03:45:11.280><c> projects</c><03:45:11.700><c> point</c>

03:45:13.239 --> 03:45:13.249 align:start position:0%
lot of projects point
 

03:45:13.249 --> 03:45:17.809 align:start position:0%
lot of projects point
yeah<03:45:14.249><c> but</c><03:45:14.999><c> I'm</c><03:45:15.359><c> gonna</c><03:45:15.539><c> say</c><03:45:15.689><c> I</c><03:45:15.859><c> sort</c><03:45:16.859><c> of</c><03:45:16.919><c> did</c><03:45:17.789><c> it</c>

03:45:17.809 --> 03:45:17.819 align:start position:0%
yeah but I'm gonna say I sort of did it
 

03:45:17.819 --> 03:45:19.429 align:start position:0%
yeah but I'm gonna say I sort of did it
the<03:45:18.149><c> title</c><03:45:18.479><c> Asians</c><03:45:18.720><c> in</c><03:45:18.840><c> my</c><03:45:18.930><c> head</c><03:45:19.109><c> you</c><03:45:19.260><c> make</c>

03:45:19.429 --> 03:45:19.439 align:start position:0%
the title Asians in my head you make
 

03:45:19.439 --> 03:45:22.790 align:start position:0%
the title Asians in my head you make
something<03:45:20.399><c> out</c><03:45:20.729><c> likely</c><03:45:21.180><c> to</c><03:45:21.359><c> people</c><03:45:21.749><c> for</c><03:45:22.590><c> six</c>

03:45:22.790 --> 03:45:22.800 align:start position:0%
something out likely to people for six
 

03:45:22.800 --> 03:45:27.380 align:start position:0%
something out likely to people for six
months<03:45:23.659><c> pretty</c><03:45:24.659><c> good</c>

03:45:27.380 --> 03:45:27.390 align:start position:0%
 
 

03:45:27.390 --> 03:45:38.600 align:start position:0%
 
fifteen<03:45:28.390><c> more</c><03:45:28.540><c> minutes</c><03:45:34.439><c> our</c><03:45:35.439><c> ambush</c>

03:45:38.600 --> 03:45:38.610 align:start position:0%
 
 

03:45:38.610 --> 03:45:41.310 align:start position:0%
 
I<03:45:38.690><c> would</c><03:45:39.690><c> just</c><03:45:39.811><c> go</c><03:45:40.021><c> in</c><03:45:40.170><c> London</c>

03:45:41.310 --> 03:45:41.320 align:start position:0%
I would just go in London
 

03:45:41.320 --> 03:45:52.091 align:start position:0%
I would just go in London
[Music]

03:45:52.091 --> 03:45:52.101 align:start position:0%
 
 

03:45:52.101 --> 03:46:39.860 align:start position:0%
 
it's<03:46:36.351><c> just</c><03:46:37.461><c> that</c><03:46:38.461><c> I</c><03:46:38.490><c> think</c><03:46:38.971><c> the</c><03:46:39.211><c> Dow</c><03:46:39.391><c> is</c><03:46:39.601><c> late</c>

03:46:39.860 --> 03:46:39.870 align:start position:0%
it's just that I think the Dow is late
 

03:46:39.870 --> 03:46:41.661 align:start position:0%
it's just that I think the Dow is late
potentially<03:46:40.320><c> actually</c><03:46:40.561><c> very</c><03:46:40.801><c> or</c><03:46:41.221><c> say</c><03:46:41.400><c> we</c>

03:46:41.661 --> 03:46:41.671 align:start position:0%
potentially actually very or say we
 

03:46:41.671 --> 03:46:42.951 align:start position:0%
potentially actually very or say we
should<03:46:41.820><c> probably</c><03:46:41.971><c> sort</c><03:46:42.271><c> more</c><03:46:42.391><c> generally</c><03:46:42.780><c> just</c>

03:46:42.951 --> 03:46:42.961 align:start position:0%
should probably sort more generally just
 

03:46:42.961 --> 03:46:45.130 align:start position:0%
should probably sort more generally just
defining<03:46:43.351><c> what</c>

03:46:45.130 --> 03:46:45.140 align:start position:0%
defining what
 

03:46:45.140 --> 03:46:54.740 align:start position:0%
defining what
maybe<03:46:45.499><c> find</c><03:46:45.919><c> a</c><03:46:46.039><c> lotta</c><03:46:46.249><c> pieces</c><03:46:46.760><c> here</c>

03:46:54.740 --> 03:46:54.750 align:start position:0%
 
 

03:46:54.750 --> 03:46:56.729 align:start position:0%
 
what<03:46:55.750><c> is</c><03:46:55.869><c> up</c><03:46:55.989><c> here</c><03:46:56.170><c> those</c><03:46:56.350><c> are</c><03:46:56.380><c> things</c><03:46:56.680><c> that</c>

03:46:56.729 --> 03:46:56.739 align:start position:0%
what is up here those are things that
 

03:46:56.739 --> 03:46:59.849 align:start position:0%
what is up here those are things that
are<03:46:56.890><c> my</c><03:46:57.930><c> priorities</c><03:46:58.930><c> if</c><03:46:59.199><c> I</c><03:46:59.319><c> had</c><03:46:59.500><c> been</c>

03:46:59.849 --> 03:46:59.859 align:start position:0%
are my priorities if I had been
 

03:46:59.859 --> 03:47:01.620 align:start position:0%
are my priorities if I had been
declining

03:47:01.620 --> 03:47:01.630 align:start position:0%
declining
 

03:47:01.630 --> 03:47:05.710 align:start position:0%
declining
yeah<03:47:02.630><c> I</c><03:47:03.200><c> was</c><03:47:03.440><c> gonna</c><03:47:03.620><c> say</c><03:47:03.771><c> well</c><03:47:04.670><c> had</c><03:47:05.330><c> something</c>

03:47:05.710 --> 03:47:05.720 align:start position:0%
yeah I was gonna say well had something
 

03:47:05.720 --> 03:47:09.100 align:start position:0%
yeah I was gonna say well had something
to<03:47:05.840><c> listen</c><03:47:06.260><c> said</c><03:47:06.440><c> it</c><03:47:06.530><c> was</c><03:47:06.620><c> something</c><03:47:06.950><c> but</c><03:47:08.110><c> yeah</c>

03:47:09.100 --> 03:47:09.110 align:start position:0%
to listen said it was something but yeah
 

03:47:09.110 --> 03:47:12.820 align:start position:0%
to listen said it was something but yeah
I<03:47:09.200><c> really</c><03:47:09.620><c> think</c><03:47:09.860><c> having</c><03:47:10.101><c> an</c><03:47:11.090><c> initial</c><03:47:11.480><c> scan</c><03:47:12.260><c> of</c>

03:47:12.820 --> 03:47:12.830 align:start position:0%
I really think having an initial scan of
 

03:47:12.830 --> 03:47:15.220 align:start position:0%
I really think having an initial scan of
the<03:47:13.101><c> committee</c><03:47:13.490><c> and</c><03:47:14.330><c> funding</c><03:47:14.750><c> that</c><03:47:14.900><c> through</c>

03:47:15.220 --> 03:47:15.230 align:start position:0%
the committee and funding that through
 

03:47:15.230 --> 03:47:17.230 align:start position:0%
the committee and funding that through
the<03:47:15.620><c> communities</c><03:47:16.101><c> like</c><03:47:16.311><c> the</c><03:47:16.700><c> projects</c><03:47:17.181><c> that</c>

03:47:17.230 --> 03:47:17.240 align:start position:0%
the communities like the projects that
 

03:47:17.240 --> 03:47:19.690 align:start position:0%
the communities like the projects that
have<03:47:17.840><c> a</c><03:47:18.200><c> lot</c><03:47:18.410><c> more</c><03:47:18.440><c> money</c><03:47:18.740><c> to</c><03:47:19.220><c> spend</c><03:47:19.340><c> like</c>

03:47:19.690 --> 03:47:19.700 align:start position:0%
have a lot more money to spend like
 

03:47:19.700 --> 03:47:23.770 align:start position:0%
have a lot more money to spend like
maybe<03:47:19.910><c> they</c><03:47:20.090><c> convention</c><03:47:20.570><c> like</c><03:47:21.730><c> 30k</c><03:47:22.730><c> to</c><03:47:23.630><c> pay</c>

03:47:23.770 --> 03:47:23.780 align:start position:0%
maybe they convention like 30k to pay
 

03:47:23.780 --> 03:47:27.911 align:start position:0%
maybe they convention like 30k to pay
for<03:47:23.990><c> some</c><03:47:24.110><c> of</c><03:47:24.230><c> the</c><03:47:24.290><c> work</c><03:47:24.440><c> of</c><03:47:24.561><c> the</c><03:47:24.650><c> specialist</c>

03:47:27.911 --> 03:47:27.921 align:start position:0%
 
 

03:47:27.921 --> 03:47:32.060 align:start position:0%
 
so<03:47:28.921><c> I</c><03:47:29.221><c> would</c><03:47:30.061><c> say</c><03:47:30.240><c> like</c><03:47:30.480><c> an</c><03:47:31.261><c> initial</c><03:47:31.710><c> report</c>

03:47:32.060 --> 03:47:32.070 align:start position:0%
so I would say like an initial report
 

03:47:32.070 --> 03:47:35.450 align:start position:0%
so I would say like an initial report
and<03:47:32.400><c> maybe</c><03:47:32.761><c> also</c><03:47:33.000><c> like</c><03:47:34.221><c> something's</c><03:47:35.221><c> like</c><03:47:35.341><c> an</c>

03:47:35.450 --> 03:47:35.460 align:start position:0%
and maybe also like something's like an
 

03:47:35.460 --> 03:47:37.190 align:start position:0%
and maybe also like something's like an
investigative<03:47:36.120><c> report</c><03:47:36.450><c> that</c><03:47:36.690><c> like</c><03:47:36.811><c> comes</c><03:47:37.051><c> out</c>

03:47:37.190 --> 03:47:37.200 align:start position:0%
investigative report that like comes out
 

03:47:37.200 --> 03:47:42.140 align:start position:0%
investigative report that like comes out
with<03:47:37.351><c> like</c><03:47:37.471><c> some</c><03:47:37.650><c> Doc's</c><03:47:37.971><c> maybe</c><03:47:39.830><c> and</c><03:47:40.940><c> then</c><03:47:41.940><c> like</c>

03:47:42.140 --> 03:47:42.150 align:start position:0%
with like some Doc's maybe and then like
 

03:47:42.150 --> 03:47:54.110 align:start position:0%
with like some Doc's maybe and then like
an<03:47:42.601><c> event</c><03:47:43.730><c> you</c><03:47:44.730><c> like</c><03:47:44.940><c> get</c><03:47:45.721><c> everybody</c><03:47:53.120><c> sharing</c>

03:47:54.110 --> 03:47:54.120 align:start position:0%
an event you like get everybody sharing
 

03:47:54.120 --> 03:47:58.700 align:start position:0%
an event you like get everybody sharing
roadmaps<03:47:55.610><c> around</c><03:47:56.780><c> sharing</c><03:47:57.780><c> the</c><03:47:58.021><c> road</c><03:47:58.261><c> map</c><03:47:58.500><c> I</c>

03:47:58.700 --> 03:47:58.710 align:start position:0%
roadmaps around sharing the road map I
 

03:47:58.710 --> 03:47:59.270 align:start position:0%
roadmaps around sharing the road map I
mean

03:47:59.270 --> 03:47:59.280 align:start position:0%
mean
 

03:47:59.280 --> 03:48:01.820 align:start position:0%
mean
road<03:47:59.490><c> maps</c><03:47:59.881><c> is</c><03:48:00.030><c> this</c><03:48:00.240><c> something</c><03:48:00.710><c> opening</c><03:48:01.710><c> up</c>

03:48:01.820 --> 03:48:01.830 align:start position:0%
road maps is this something opening up
 

03:48:01.830 --> 03:48:05.281 align:start position:0%
road maps is this something opening up
hiring<03:48:02.400><c> a</c><03:48:02.551><c> debate</c>

03:48:05.281 --> 03:48:05.291 align:start position:0%
 
 

03:48:05.291 --> 03:48:07.661 align:start position:0%
 
the<03:48:06.291><c> commitment</c><03:48:06.681><c> just</c><03:48:06.711><c> means</c><03:48:06.980><c> like</c><03:48:07.071><c> I'm</c><03:48:07.491><c> gonna</c>

03:48:07.661 --> 03:48:07.671 align:start position:0%
the commitment just means like I'm gonna
 

03:48:07.671 --> 03:48:12.241 align:start position:0%
the commitment just means like I'm gonna
start<03:48:07.911><c> streaming</c><03:48:08.561><c> r5b</c><03:48:09.561><c> please</c><03:48:09.951><c> and</c><03:48:10.311><c> those</c><03:48:10.491><c> are</c>

03:48:12.241 --> 03:48:12.251 align:start position:0%
start streaming r5b please and those are
 

03:48:12.251 --> 03:48:21.519 align:start position:0%
start streaming r5b please and those are
you<03:48:12.371><c> know</c><03:48:12.490><c> it's</c><03:48:12.701><c> pretty</c><03:48:12.940><c> I</c><03:48:16.980><c> think</c><03:48:18.990><c> advertising</c>

03:48:21.519 --> 03:48:21.529 align:start position:0%
you know it's pretty I think advertising
 

03:48:21.529 --> 03:48:26.149 align:start position:0%
you know it's pretty I think advertising
Curren<03:48:22.859><c> don't</c><03:48:23.369><c> worry</c><03:48:24.499><c> the</c><03:48:25.499><c> technologists</c>

03:48:26.149 --> 03:48:26.159 align:start position:0%
Curren don't worry the technologists
 

03:48:26.159 --> 03:48:28.489 align:start position:0%
Curren don't worry the technologists
already<03:48:26.579><c> have</c><03:48:26.789><c> in</c><03:48:26.970><c> this</c><03:48:27.090><c> field</c><03:48:27.359><c> will</c><03:48:28.079><c> help</c><03:48:28.289><c> you</c>

03:48:28.489 --> 03:48:28.499 align:start position:0%
already have in this field will help you
 

03:48:28.499 --> 03:48:30.529 align:start position:0%
already have in this field will help you
find<03:48:28.829><c> the</c><03:48:29.100><c> real</c><03:48:29.249><c> problems</c><03:48:29.760><c> under</c><03:48:30.090><c> this</c><03:48:30.239><c> list</c>

03:48:30.529 --> 03:48:30.539 align:start position:0%
find the real problems under this list
 

03:48:30.539 --> 03:48:34.460 align:start position:0%
find the real problems under this list
first<03:48:30.810><c> and</c><03:48:31.680><c> then</c><03:48:32.129><c> the</c><03:48:32.279><c> funding</c><03:48:32.899><c> so</c><03:48:33.899><c> everyone</c>

03:48:34.460 --> 03:48:34.470 align:start position:0%
first and then the funding so everyone
 

03:48:34.470 --> 03:48:36.710 align:start position:0%
first and then the funding so everyone
is<03:48:34.619><c> the</c><03:48:34.739><c> first</c><03:48:34.979><c> time</c><03:48:35.159><c> you</c><03:48:35.760><c> should</c><03:48:35.789><c> just</c><03:48:36.329><c> over</c>

03:48:36.710 --> 03:48:36.720 align:start position:0%
is the first time you should just over
 

03:48:36.720 --> 03:48:39.080 align:start position:0%
is the first time you should just over
finish<03:48:37.020><c> what</c><03:48:37.199><c> you</c><03:48:37.289><c> have</c><03:48:37.879><c> advertisement</c><03:48:38.879><c> unit</c>

03:48:39.080 --> 03:48:39.090 align:start position:0%
finish what you have advertisement unit
 

03:48:39.090 --> 03:48:45.889 align:start position:0%
finish what you have advertisement unit
yeah<03:48:39.479><c> more</c><03:48:40.109><c> like</c><03:48:43.039><c> yes</c><03:48:44.419><c> just</c><03:48:45.419><c> to</c><03:48:45.539><c> go</c><03:48:45.629><c> back</c><03:48:45.779><c> to</c>

03:48:45.889 --> 03:48:45.899 align:start position:0%
yeah more like yes just to go back to
 

03:48:45.899 --> 03:48:47.779 align:start position:0%
yeah more like yes just to go back to
them<03:48:46.050><c> just</c><03:48:46.619><c> say</c><03:48:46.770><c> no</c><03:48:46.859><c> myself</c><03:48:47.220><c> problem</c><03:48:47.520><c> section</c>

03:48:47.779 --> 03:48:47.789 align:start position:0%
them just say no myself problem section
 

03:48:47.789 --> 03:48:49.909 align:start position:0%
them just say no myself problem section
under<03:48:47.939><c> protect</c><03:48:48.300><c> pens</c><03:48:48.510><c> like</c><03:48:48.629><c> I</c><03:48:48.989><c> think</c><03:48:49.499><c> what</c><03:48:49.649><c> a</c>

03:48:49.909 --> 03:48:49.919 align:start position:0%
under protect pens like I think what a
 

03:48:49.919 --> 03:48:52.130 align:start position:0%
under protect pens like I think what a
lot<03:48:50.039><c> of</c><03:48:50.159><c> people</c><03:48:50.249><c> of</c><03:48:50.459><c> Reyes</c><03:48:50.669><c> was</c><03:48:50.970><c> that</c><03:48:51.810><c> a</c>

03:48:52.130 --> 03:48:52.140 align:start position:0%
lot of people of Reyes was that a
 

03:48:52.140 --> 03:48:54.679 align:start position:0%
lot of people of Reyes was that a
project<03:48:52.949><c> can't</c><03:48:53.550><c> necessarily</c><03:48:53.819><c> or</c><03:48:54.359><c> doesn't</c>

03:48:54.679 --> 03:48:54.689 align:start position:0%
project can't necessarily or doesn't
 

03:48:54.689 --> 03:48:56.630 align:start position:0%
project can't necessarily or doesn't
necessarily<03:48:55.140><c> a</c><03:48:55.169><c> time</c><03:48:55.470><c> or</c><03:48:55.739><c> one</c><03:48:55.919><c> prioritize</c>

03:48:56.630 --> 03:48:56.640 align:start position:0%
necessarily a time or one prioritize
 

03:48:56.640 --> 03:48:59.300 align:start position:0%
necessarily a time or one prioritize
often<03:48:57.029><c> that</c><03:48:57.779><c> sort</c><03:48:57.989><c> of</c><03:48:58.020><c> work</c><03:48:58.229><c> because</c><03:48:58.619><c> they're</c>

03:48:59.300 --> 03:48:59.310 align:start position:0%
often that sort of work because they're
 

03:48:59.310 --> 03:49:00.939 align:start position:0%
often that sort of work because they're
already<03:48:59.430><c> getting</c><03:48:59.609><c> clients</c><03:48:59.909><c> or</c><03:49:00.270><c> something</c><03:49:00.569><c> so</c>

03:49:00.939 --> 03:49:00.949 align:start position:0%
already getting clients or something so
 

03:49:00.949 --> 03:49:03.500 align:start position:0%
already getting clients or something so
30<03:49:01.949><c> getting</c><03:49:02.249><c> to</c><03:49:02.760><c> do</c><03:49:02.879><c> other</c><03:49:03.119><c> things</c><03:49:03.390><c> that</c>

03:49:03.500 --> 03:49:03.510 align:start position:0%
30 getting to do other things that
 

03:49:03.510 --> 03:49:04.639 align:start position:0%
30 getting to do other things that
aren't<03:49:03.689><c> that</c><03:49:03.810><c> so</c><03:49:04.140><c> it's</c><03:49:04.260><c> kind</c><03:49:04.470><c> of</c><03:49:04.499><c> like</c>

03:49:04.639 --> 03:49:04.649 align:start position:0%
aren't that so it's kind of like
 

03:49:04.649 --> 03:49:07.790 align:start position:0%
aren't that so it's kind of like
sometimes<03:49:05.100><c> it's</c><03:49:05.939><c> hard</c><03:49:06.119><c> to</c><03:49:06.149><c> do</c><03:49:06.329><c> some</c><03:49:06.539><c> doctor</c><03:49:07.289><c> or</c>

03:49:07.790 --> 03:49:07.800 align:start position:0%
sometimes it's hard to do some doctor or
 

03:49:07.800 --> 03:49:11.309 align:start position:0%
sometimes it's hard to do some doctor or
you<03:49:07.919><c> always</c><03:49:08.100><c> be</c><03:49:08.430><c> prioritized</c>

03:49:11.309 --> 03:49:11.319 align:start position:0%
 
 

03:49:11.319 --> 03:49:40.841 align:start position:0%
 
so

03:49:40.841 --> 03:49:40.851 align:start position:0%
 
 

03:49:40.851 --> 03:49:50.080 align:start position:0%
 
the<03:49:41.120><c> 70s</c>

03:49:50.080 --> 03:49:50.090 align:start position:0%
 
 

03:49:50.090 --> 03:49:55.210 align:start position:0%
 
they

03:49:55.210 --> 03:49:55.220 align:start position:0%
 
 

03:49:55.220 --> 03:49:59.110 align:start position:0%
 
these<03:49:56.220><c> generate</c><03:49:57.210><c> foxes</c>

03:49:59.110 --> 03:49:59.120 align:start position:0%
these generate foxes
 

03:49:59.120 --> 03:50:05.030 align:start position:0%
these generate foxes
and<03:50:01.240><c> assertions</c><03:50:02.240><c> about</c><03:50:02.570><c> you</c><03:50:02.900><c> have</c><03:50:03.140><c> programs</c>

03:50:05.030 --> 03:50:05.040 align:start position:0%
and assertions about you have programs
 

03:50:05.040 --> 03:50:13.950 align:start position:0%
and assertions about you have programs
so<03:50:05.640><c> he</c><03:50:06.170><c> respiration</c><03:50:07.170><c> like</c><03:50:07.380><c> monthly</c><03:50:07.710><c> dues</c><03:50:07.979><c> that</c>

03:50:13.950 --> 03:50:13.960 align:start position:0%
 
 

03:50:13.960 --> 03:50:18.210 align:start position:0%
 
tourists<03:50:15.120><c> I</c><03:50:16.120><c> think</c><03:50:16.750><c> that</c>

03:50:18.210 --> 03:50:18.220 align:start position:0%
tourists I think that
 

03:50:18.220 --> 03:50:21.899 align:start position:0%
tourists I think that
vehicles<03:50:19.220><c> that</c><03:50:20.020><c> particular</c><03:50:21.020><c> solution</c>

03:50:21.899 --> 03:50:21.909 align:start position:0%
vehicles that particular solution
 

03:50:21.909 --> 03:50:26.131 align:start position:0%
vehicles that particular solution
assaults<03:50:22.909><c> actual</c><03:50:23.979><c> horizontal</c><03:50:24.979><c> fish</c>

03:50:26.131 --> 03:50:26.141 align:start position:0%
assaults actual horizontal fish
 

03:50:26.141 --> 03:50:30.720 align:start position:0%
assaults actual horizontal fish
I<03:50:27.070><c> think</c><03:50:27.790><c> air</c>

03:50:30.720 --> 03:50:30.730 align:start position:0%
 
 

03:50:30.730 --> 03:50:34.190 align:start position:0%
 
yes

03:50:34.190 --> 03:50:34.200 align:start position:0%
 
 

03:50:34.200 --> 03:50:52.230 align:start position:0%
 
like<03:50:34.860><c> questionnaire</c><03:50:43.729><c> definition</c><03:50:44.729><c> ice</c>

03:50:52.230 --> 03:50:52.240 align:start position:0%
 
 

03:50:52.240 --> 03:51:04.701 align:start position:0%
 
or<03:50:52.570><c> this</c><03:50:52.810><c> resolution</c><03:50:53.260><c> actually</c><03:50:53.979><c> sorta</c><03:50:54.430><c> start</c>

03:51:04.701 --> 03:51:04.711 align:start position:0%
 
 

03:51:04.711 --> 03:51:07.090 align:start position:0%
 
something

03:51:07.090 --> 03:51:07.100 align:start position:0%
something
 

03:51:07.100 --> 03:51:24.600 align:start position:0%
something
[Music]

03:51:24.600 --> 03:51:24.610 align:start position:0%
 
 

03:51:24.610 --> 03:51:27.551 align:start position:0%
 
story<03:51:25.610><c> what</c><03:51:26.210><c> everyone</c><03:51:27.080><c> likes</c><03:51:27.290><c> to</c><03:51:27.410><c> write</c>

03:51:27.551 --> 03:51:27.561 align:start position:0%
story what everyone likes to write
 

03:51:27.561 --> 03:51:30.070 align:start position:0%
story what everyone likes to write
though<03:51:27.801><c> right</c><03:51:28.400><c> -</c><03:51:28.450><c> hackathon</c><03:51:29.450><c> so</c><03:51:29.721><c> you</c><03:51:29.840><c> don't</c>

03:51:30.070 --> 03:51:30.080 align:start position:0%
though right - hackathon so you don't
 

03:51:30.080 --> 03:51:37.450 align:start position:0%
though right - hackathon so you don't
plug<03:51:32.230><c> the</c><03:51:33.230><c> Ducks</c><03:51:33.920><c> oh</c><03:51:34.240><c> I</c><03:51:35.240><c> have</c><03:51:35.990><c> a</c><03:51:36.221><c> prospect</c><03:51:37.221><c> I</c>

03:51:37.450 --> 03:51:37.460 align:start position:0%
plug the Ducks oh I have a prospect I
 

03:51:37.460 --> 03:51:39.190 align:start position:0%
plug the Ducks oh I have a prospect I
think<03:51:37.700><c> after</c><03:51:38.181><c> listening</c><03:51:38.330><c> to</c><03:51:38.511><c> this</c><03:51:38.721><c> provision</c>

03:51:39.190 --> 03:51:39.200 align:start position:0%
think after listening to this provision
 

03:51:39.200 --> 03:52:27.040 align:start position:0%
think after listening to this provision
you<03:51:39.740><c> might</c><03:51:39.920><c> be</c><03:51:40.070><c> wonderful</c><03:51:40.400><c> it</c><03:51:41.150><c> is</c>

03:52:27.040 --> 03:52:27.050 align:start position:0%
 
 

03:52:27.050 --> 03:52:47.650 align:start position:0%
 
I<03:52:33.100><c> mean</c><03:52:34.100><c> what's</c><03:52:34.399><c> time</c><03:52:34.640><c> today</c>

03:52:47.650 --> 03:52:47.660 align:start position:0%
 
 

03:52:47.660 --> 03:52:54.069 align:start position:0%
 
[Applause]

03:52:54.069 --> 03:52:54.079 align:start position:0%
 
 

03:52:54.079 --> 03:52:56.139 align:start position:0%
 
you

