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hello<00:00:17.750><c> hello</c><00:00:19.240><c> yeah</c><00:00:20.710><c> very</c><00:00:21.710><c> good</c><00:00:21.920><c> afternoon</c><00:00:22.160><c> one</c>

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hello hello yeah very good afternoon one
 

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hello hello yeah very good afternoon one
my<00:00:23.360><c> name</c><00:00:23.540><c> is</c><00:00:24.430><c> matthew</c><00:00:25.430><c> tan</c><00:00:25.610><c> and</c><00:00:25.880><c> I'm</c><00:00:26.270><c> the</c><00:00:26.860><c> CEO</c>

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my name is matthew tan and I'm the CEO
 

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my name is matthew tan and I'm the CEO
and<00:00:28.340><c> lead</c><00:00:28.880><c> developer</c><00:00:29.210><c> at</c><00:00:29.720><c> ETS</c><00:00:30.680><c> Ken</c><00:00:30.830><c> so</c><00:00:31.670><c> welcome</c>

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and lead developer at ETS Ken so welcome
 

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and lead developer at ETS Ken so welcome
to<00:00:32.390><c> one</c><00:00:32.539><c> of</c><00:00:32.570><c> the</c><00:00:32.980><c> less</c><00:00:33.980><c> technical</c>

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to one of the less technical
 

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to one of the less technical
presentations<00:00:35.240><c> of</c><00:00:35.510><c> the</c><00:00:35.630><c> day</c><00:00:37.510><c> so</c><00:00:38.510><c> the</c><00:00:39.079><c> topic</c><00:00:39.530><c> of</c>

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presentations of the day so the topic of
 

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presentations of the day so the topic of
our<00:00:39.829><c> presentation</c><00:00:40.370><c> today</c><00:00:40.520><c> is</c><00:00:40.670><c> exploring</c><00:00:41.480><c> the</c>

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our presentation today is exploring the
 

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our presentation today is exploring the
theorem<00:00:42.380><c> blockchain</c><00:00:42.800><c> so</c><00:00:43.460><c> I</c><00:00:43.489><c> will</c><00:00:43.730><c> do</c><00:00:43.910><c> is</c><00:00:44.000><c> will</c>

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theorem blockchain so I will do is will
 

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theorem blockchain so I will do is will
first<00:00:44.450><c> begin</c><00:00:44.600><c> with</c><00:00:44.989><c> a</c><00:00:45.230><c> quick</c><00:00:46.100><c> overview</c><00:00:46.399><c> of</c><00:00:46.700><c> the</c>

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first begin with a quick overview of the
 

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first begin with a quick overview of the
blockchain<00:00:47.630><c> stats</c><00:00:48.020><c> and</c><00:00:48.470><c> then</c><00:00:48.770><c> share</c><00:00:49.130><c> your</c>

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blockchain stats and then share your
 

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blockchain stats and then share your
some<00:00:49.760><c> of</c><00:00:49.790><c> the</c><00:00:50.110><c> challenges</c><00:00:51.110><c> issues</c><00:00:51.320><c> that</c><00:00:51.710><c> we</c>

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some of the challenges issues that we
 

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some of the challenges issues that we
face<00:00:52.070><c> wobbling</c><00:00:52.880><c> and</c><00:00:53.050><c> infrastructure</c><00:00:54.050><c> level</c>

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face wobbling and infrastructure level
 

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face wobbling and infrastructure level
service<00:00:54.649><c> for</c><00:00:55.190><c> the</c><00:00:55.370><c> term</c><00:00:55.610><c> blockchain</c><00:00:56.030><c> and</c><00:00:56.239><c> they</c>

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service for the term blockchain and they
 

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service for the term blockchain and they
will<00:00:57.140><c> attempt</c><00:00:57.530><c> to</c><00:00:57.620><c> derive</c><00:00:57.950><c> the</c><00:00:58.280><c> theorem</c><00:00:59.059><c> used</c>

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will attempt to derive the theorem used
 

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will attempt to derive the theorem used
Upasana<00:00:59.870><c> using</c><00:01:00.680><c> Google</c><00:01:01.160><c> Analytics</c><00:01:01.610><c> data</c><00:01:03.309><c> so</c>

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Upasana using Google Analytics data so
 

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Upasana using Google Analytics data so
OB<00:01:04.729><c> before</c><00:01:05.089><c> for</c><00:01:05.239><c> the</c><00:01:05.329><c> accounting</c><00:01:05.720><c> I'd</c><00:01:05.840><c> like</c><00:01:05.990><c> to</c>

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OB before for the accounting I'd like to
 

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OB before for the accounting I'd like to
do<00:01:06.320><c> just</c><00:01:06.650><c> a</c><00:01:06.799><c> very</c><00:01:06.830><c> brief</c><00:01:07.400><c> introduction</c><00:01:08.030><c> of</c><00:01:08.360><c> who</c>

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do just a very brief introduction of who
 

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do just a very brief introduction of who
we<00:01:08.720><c> are</c><00:01:08.870><c> so</c><00:01:09.830><c> either</c><00:01:10.549><c> scan</c><00:01:10.880><c> is</c><00:01:11.030><c> a</c><00:01:11.240><c> block</c><00:01:11.570><c> power</c>

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we are so either scan is a block power
 

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we are so either scan is a block power
and<00:01:12.229><c> search</c><00:01:12.979><c> engine</c><00:01:13.220><c> for</c><00:01:13.400><c> the</c><00:01:13.490><c> ETM</c><00:01:13.909><c> blockchain</c>

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and search engine for the ETM blockchain
 

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and search engine for the ETM blockchain
and<00:01:15.010><c> it</c><00:01:16.010><c> just</c><00:01:16.370><c> came</c><00:01:16.490><c> we</c><00:01:16.640><c> have</c><00:01:16.790><c> up</c><00:01:17.570><c> to</c><00:01:17.960><c> 1</c><00:01:18.440><c> billion</c>

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and it just came we have up to 1 billion
 

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and it just came we have up to 1 billion
monthly<00:01:18.920><c> active</c><00:01:19.100><c> users</c><00:01:19.310><c> we</c><00:01:21.190><c> receive</c><00:01:22.190><c> 18</c>

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monthly active users we receive 18
 

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monthly active users we receive 18
million<00:01:23.090><c> pages</c><00:01:23.270><c> per</c><00:01:23.479><c> month</c><00:01:23.659><c> and</c><00:01:23.960><c> we</c><00:01:24.170><c> serve</c>

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million pages per month and we serve
 

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million pages per month and we serve
over<00:01:24.860><c> nine</c><00:01:25.310><c> billion</c><00:01:25.610><c> API</c><00:01:26.000><c> calls</c><00:01:26.360><c> every</c><00:01:26.600><c> month</c>

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over nine billion API calls every month
 

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over nine billion API calls every month
so<00:01:27.619><c> either</c><00:01:28.460><c> scan</c><00:01:28.729><c> was</c><00:01:28.880><c> first</c><00:01:29.090><c> launched</c><00:01:29.360><c> in</c>

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so either scan was first launched in
 

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so either scan was first launched in
August<00:01:29.930><c> 2nd</c><00:01:30.320><c> 2015</c>

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August 2nd 2015
 

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August 2nd 2015
and<00:01:31.340><c> today</c><00:01:31.820><c> were</c><00:01:31.970><c> one</c><00:01:32.150><c> of</c><00:01:32.330><c> the</c><00:01:32.540><c> oldest</c><00:01:33.290><c> and</c>

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and today were one of the oldest and
 

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and today were one of the oldest and
longest<00:01:34.600><c> externally</c><00:01:35.600><c> run</c><00:01:35.810><c> project</c><00:01:36.260><c> built</c>

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longest externally run project built
 

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longest externally run project built
around<00:01:36.950><c> and</c><00:01:37.369><c> for</c><00:01:38.000><c> the</c><00:01:38.150><c> Chilean</c><00:01:38.420><c> blockchain</c>

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around and for the Chilean blockchain
 

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around and for the Chilean blockchain
for<00:01:39.890><c> the</c><00:01:39.950><c> most</c><00:01:40.159><c> part</c><00:01:40.369><c> ETS</c><00:01:40.610><c> can</c><00:01:41.080><c> weave</c>

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for the most part ETS can weave
 

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for the most part ETS can weave
bootstrap<00:01:42.890><c> the</c><00:01:43.070><c> entire</c><00:01:43.460><c> project</c><00:01:43.670><c> is</c><00:01:43.909><c> my</c><00:01:44.030><c> own</c>

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bootstrap the entire project is my own
 

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bootstrap the entire project is my own
personal<00:01:44.689><c> funds</c><00:01:44.930><c> but</c><00:01:45.650><c> in</c><00:01:46.720><c> 2016</c><00:01:47.720><c> we</c><00:01:47.869><c> did</c><00:01:48.049><c> raise</c>

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personal funds but in 2016 we did raise
 

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personal funds but in 2016 we did raise
a<00:01:48.470><c> seed</c><00:01:49.400><c> round</c><00:01:49.580><c> from</c><00:01:50.000><c> leading</c><00:01:50.509><c> players</c><00:01:50.780><c> and</c>

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a seed round from leading players and
 

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a seed round from leading players and
blocked<00:01:51.290><c> investors</c><00:01:51.770><c> in</c><00:01:51.890><c> space</c><00:01:54.280><c> so</c><00:01:55.280><c> as</c><00:01:55.400><c> for</c><00:01:55.520><c> the</c>

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blocked investors in space so as for the
 

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blocked investors in space so as for the
team<00:01:55.820><c> at</c><00:01:56.060><c> one</c><00:01:56.210><c> money</c><00:01:56.390><c> we</c><00:01:57.020><c> are</c><00:01:57.229><c> a</c><00:01:57.259><c> team</c><00:01:57.619><c> of</c><00:01:57.650><c> five</c>

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team at one money we are a team of five
 

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team at one money we are a team of five
a<00:01:58.570><c> paste</c><00:01:59.570><c> out</c><00:01:59.720><c> of</c><00:01:59.930><c> Malaysia</c><00:02:00.200><c> and</c><00:02:00.850><c> all</c><00:02:01.850><c> the</c><00:02:02.030><c> next</c>

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a paste out of Malaysia and all the next
 

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a paste out of Malaysia and all the next
two<00:02:03.380><c> weeks</c><00:02:03.560><c> we</c><00:02:03.710><c> will</c><00:02:03.799><c> be</c><00:02:03.890><c> adding</c><00:02:04.009><c> in</c><00:02:04.130><c> a</c><00:02:04.220><c> more</c>

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two weeks we will be adding in a more
 

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two weeks we will be adding in a more
two<00:02:04.820><c> more</c><00:02:04.970><c> two</c><00:02:05.030><c> new</c><00:02:05.900><c> team</c><00:02:06.140><c> members</c><00:02:06.470><c> the</c><00:02:06.619><c> SIS</c>

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two more two new team members the SIS
 

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two more two new team members the SIS
with<00:02:07.159><c> support</c><00:02:07.939><c> and</c><00:02:08.119><c> software</c><00:02:08.780><c> engineering</c>

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with support and software engineering
 

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with support and software engineering
for<00:02:11.200><c> manpower</c><00:02:12.200><c> resource</c><00:02:12.920><c> allocation</c><00:02:13.489><c> as</c><00:02:14.000><c> far</c>

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for manpower resource allocation as far
 

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for manpower resource allocation as far
exploit<00:02:14.930><c> am</c><00:02:15.200><c> half</c>

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exploit am half
 

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exploit am half
our<00:02:15.680><c> resources</c><00:02:16.190><c> is</c><00:02:16.340><c> actually</c><00:02:16.640><c> dedicated</c>

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our resources is actually dedicated
 

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our resources is actually dedicated
towards<00:02:17.930><c> providing</c><00:02:18.550><c> community</c><00:02:19.550><c> support</c><00:02:19.910><c> and</c>

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towards providing community support and
 

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towards providing community support and
yet<00:02:21.379><c> half</c><00:02:21.620><c> on</c><00:02:21.879><c> software</c><00:02:22.879><c> engineering</c><00:02:28.120><c> alright</c>

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yet half on software engineering alright
 

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yet half on software engineering alright
so<00:02:29.300><c> for</c><00:02:29.540><c> a</c><00:02:29.720><c> quick</c><00:02:30.319><c> blockchain</c><00:02:31.099><c> or</c><00:02:31.250><c> used</c><00:02:31.459><c> s</c><00:02:31.780><c> so</c>

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so for a quick blockchain or used s so
 

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so for a quick blockchain or used s so
the<00:02:32.900><c> etherion</c><00:02:33.260><c> blockchain</c><00:02:33.680><c> as</c><00:02:33.950><c> all</c><00:02:34.250><c> as</c><00:02:34.519><c> some</c>

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the etherion blockchain as all as some
 

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the etherion blockchain as all as some
of<00:02:34.849><c> you</c><00:02:34.910><c> might</c><00:02:35.030><c> know</c><00:02:35.209><c> was</c><00:02:35.510><c> first</c><00:02:35.810><c> born</c><00:02:36.650><c> or</c>

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of you might know was first born or
 

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of you might know was first born or
kick-started<00:02:37.519><c> on</c><00:02:37.700><c> with</c><00:02:38.330><c> the</c><00:02:38.450><c> Genesis</c><00:02:38.840><c> block</c><00:02:38.989><c> 0</c>

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kick-started on with the Genesis block 0
 

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kick-started on with the Genesis block 0
on<00:02:40.280><c> July</c><00:02:40.849><c> 30th</c><00:02:41.480><c> 2015</c>

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on July 30th 2015
 

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on July 30th 2015
fast<00:02:43.819><c> forward</c><00:02:44.150><c> today</c><00:02:44.620><c> the</c><00:02:45.620><c> interim</c><00:02:46.010><c> block</c>

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fast forward today the interim block
 

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fast forward today the interim block
team<00:02:46.310><c> has</c><00:02:46.430><c> processed</c><00:02:46.790><c> more</c><00:02:47.120><c> than</c><00:02:47.360><c> 4.4</c><00:02:48.319><c> million</c>

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team has processed more than 4.4 million
 

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team has processed more than 4.4 million
blocks<00:02:49.180><c> which</c><00:02:50.180><c> consists</c><00:02:50.660><c> of</c><00:02:50.720><c> more</c><00:02:50.959><c> than</c><00:02:51.140><c> 71</c>

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blocks which consists of more than 71
 

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blocks which consists of more than 71
million<00:02:52.069><c> transactions</c><00:02:52.790><c> and</c><00:02:53.780><c> I</c><00:02:53.870><c> wish</c><00:02:54.110><c> there</c>

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million transactions and I wish there
 

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million transactions and I wish there
are<00:02:54.440><c> more</c><00:02:54.620><c> than</c><00:02:54.739><c> thirty</c><00:02:55.400><c> seven</c><00:02:55.819><c> point</c><00:02:55.970><c> five</c>

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are more than thirty seven point five
 

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are more than thirty seven point five
million<00:02:56.750><c> internal</c><00:02:57.680><c> transactions</c><00:02:58.190><c> now</c><00:02:59.120><c> just</c>

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million internal transactions now just
 

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million internal transactions now just
to<00:02:59.510><c> further</c><00:02:59.840><c> clarify</c><00:03:00.049><c> an</c><00:03:00.760><c> internal</c>

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to further clarify an internal
 

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to further clarify an internal
transaction<00:03:02.329><c> really</c><00:03:02.720><c> isn't</c><00:03:02.870><c> an</c><00:03:03.340><c> official</c>

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transaction really isn't an official
 

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transaction really isn't an official
term<00:03:04.579><c> is</c><00:03:05.030><c> merely</c><00:03:05.269><c> a</c><00:03:05.360><c> term</c><00:03:05.690><c> that</c><00:03:05.829><c> blog</c>

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term is merely a term that blog
 

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term is merely a term that blog
explorers<00:03:07.310><c> came</c><00:03:07.549><c> to</c><00:03:07.760><c> dot</c><00:03:07.970><c> to</c><00:03:08.720><c> represent</c><00:03:09.500><c> a</c>

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explorers came to dot to represent a
 

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explorers came to dot to represent a
message<00:03:10.280><c> call</c><00:03:10.549><c> or</c><00:03:11.239><c> action</c><00:03:11.690><c> that</c><00:03:11.870><c> resulted</c><00:03:12.349><c> in</c>

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message call or action that resulted in
 

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message call or action that resulted in
a<00:03:13.720><c> value</c><00:03:14.720><c> transfer</c><00:03:17.709><c> and</c><00:03:18.709><c> just</c><00:03:19.310><c> to</c><00:03:19.400><c> give</c><00:03:19.639><c> you</c><00:03:19.730><c> an</c>

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a value transfer and just to give you an
 

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a value transfer and just to give you an
overview<00:03:20.060><c> of</c><00:03:20.269><c> how</c><00:03:20.690><c> far</c><00:03:21.200><c> the</c><00:03:21.260><c> interim</c>

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overview of how far the interim
 

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overview of how far the interim
blockchain<00:03:22.340><c> has</c><00:03:22.459><c> come</c><00:03:22.670><c> since</c><00:03:22.850><c> the</c><00:03:23.090><c> early</c><00:03:23.480><c> days</c>

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blockchain has come since the early days
 

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blockchain has come since the early days
so<00:03:24.590><c> we're</c><00:03:24.709><c> going</c><00:03:24.799><c> to</c><00:03:24.920><c> use</c><00:03:25.040><c> the</c><00:03:25.389><c> previous</c><00:03:26.389><c> DEF</c>

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so we're going to use the previous DEF
 

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so we're going to use the previous DEF
CON<00:03:27.019><c> conferences</c><00:03:27.620><c> as</c><00:03:27.829><c> data</c><00:03:28.579><c> points</c><00:03:28.970><c> or</c><00:03:29.030><c> DTM</c>

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CON conferences as data points or DTM
 

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CON conferences as data points or DTM
transaction<00:03:30.109><c> chart</c><00:03:30.910><c> so</c><00:03:31.910><c> at</c><00:03:32.000><c> Def</c><00:03:32.180><c> Con</c><00:03:32.209><c> one</c>

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transaction chart so at Def Con one
 

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transaction chart so at Def Con one
which<00:03:33.170><c> took</c><00:03:33.349><c> place</c><00:03:33.500><c> around</c><00:03:34.569><c> two</c><00:03:35.569><c> years</c><00:03:35.750><c> ago</c><00:03:36.109><c> in</c>

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which took place around two years ago in
 

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which took place around two years ago in
London<00:03:37.090><c> November</c><00:03:38.090><c> 2015</c><00:03:38.690><c> at</c><00:03:39.139><c> the</c><00:03:39.200><c> point</c><00:03:39.470><c> at</c>

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London November 2015 at the point at
 

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London November 2015 at the point at
time<00:03:39.799><c> the</c><00:03:40.160><c> term</c><00:03:40.790><c> blockchain</c><00:03:41.239><c> was</c><00:03:41.660><c> only</c>

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time the term blockchain was only
 

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time the term blockchain was only
processing<00:03:42.230><c> around</c><00:03:42.849><c> 8,500</c><00:03:43.849><c> transactions</c><00:03:44.329><c> per</c>

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processing around 8,500 transactions per
 

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processing around 8,500 transactions per
day<00:03:45.549><c> at</c><00:03:46.549><c> the</c><00:03:46.700><c> f-con</c><00:03:47.030><c> to</c><00:03:47.239><c> last</c><00:03:47.840><c> change</c><00:03:48.019><c> Shanghai</c>

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day at the f-con to last change Shanghai
 

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day at the f-con to last change Shanghai
the<00:03:50.090><c> term</c><00:03:50.299><c> blocks</c><00:03:50.510><c> was</c><00:03:50.840><c> processing</c><00:03:51.319><c> around</c>

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the term blocks was processing around
 

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the term blocks was processing around
forty<00:03:52.370><c> six</c><00:03:52.579><c> thousand</c><00:03:53.319><c> transactions</c><00:03:54.319><c> per</c><00:03:54.410><c> day</c>

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forty six thousand transactions per day
 

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forty six thousand transactions per day
representing<00:03:55.250><c> a</c><00:03:55.400><c> 5x</c><00:03:56.239><c> or</c><00:03:56.450><c> a</c><00:03:56.709><c> 500%</c><00:03:57.709><c> increase</c>

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representing a 5x or a 500% increase
 

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representing a 5x or a 500% increase
from<00:03:58.280><c> the</c><00:03:58.400><c> previous</c><00:03:58.430><c> year</c><00:03:59.650><c> today</c><00:04:00.650><c> a</c><00:04:00.680><c> DEFCON</c><00:04:00.950><c> 3</c>

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from the previous year today a DEFCON 3
 

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from the previous year today a DEFCON 3
the<00:04:01.790><c> term</c><00:04:02.030><c> networks</c><00:04:02.359><c> processing</c><00:04:02.840><c> outputs</c><00:04:03.319><c> up</c>

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the term networks processing outputs up
 

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the term networks processing outputs up
to<00:04:04.340><c> half</c><00:04:04.880><c> a</c><00:04:05.030><c> million</c><00:04:05.299><c> or</c><00:04:05.799><c> 500,000</c><00:04:06.799><c> passengers</c>

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to half a million or 500,000 passengers
 

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to half a million or 500,000 passengers
per<00:04:07.370><c> day</c><00:04:07.400><c> representing</c><00:04:08.180><c> a</c><00:04:08.299><c> 10x</c><00:04:09.169><c> or</c><00:04:09.349><c> a</c><00:04:09.519><c> 1000%</c>

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per day representing a 10x or a 1000%
 

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per day representing a 10x or a 1000%
increase<00:04:10.639><c> in</c><00:04:10.970><c> number</c><00:04:11.419><c> of</c><00:04:11.450><c> their</c><00:04:11.660><c> transactions</c>

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as<00:04:15.739><c> for</c><00:04:15.980><c> the</c><00:04:16.280><c> interim</c><00:04:16.609><c> block</c><00:04:16.820><c> times</c><00:04:18.370><c> pre</c>

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as for the interim block times pre
 

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as for the interim block times pre
byzantium<00:04:19.970><c> folk</c><00:04:20.889><c> the</c><00:04:21.889><c> block</c><00:04:22.460><c> x</c><00:04:22.729><c> used</c><00:04:23.030><c> around</c>

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byzantium folk the block x used around
 

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byzantium folk the block x used around
30<00:04:24.200><c> seconds</c><00:04:24.680><c> a</c><00:04:24.919><c> post</c><00:04:25.610><c> by</c><00:04:25.789><c> the</c><00:04:25.849><c> NMR</c><00:04:26.300><c> fork</c><00:04:26.599><c> after</c>

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30 seconds a post by the NMR fork after
 

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30 seconds a post by the NMR fork after
october<00:04:27.500><c> 16</c><00:04:27.950><c> 20</c><00:04:28.880><c> 71</c><00:04:29.300><c> now</c><00:04:29.479><c> looking</c>

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october 16 20 71 now looking
 

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october 16 20 71 now looking
the<00:04:30.360><c> block</c><00:04:30.960><c> times</c><00:04:31.170><c> have</c><00:04:31.460><c> significant</c><00:04:32.460><c> reduce</c>

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the block times have significant reduce
 

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the block times have significant reduce
they<00:04:33.330><c> were</c><00:04:33.480><c> now</c><00:04:33.720><c> everything</c><00:04:34.200><c> around</c><00:04:34.380><c> 14</c>

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they were now everything around 14
 

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they were now everything around 14
seconds<00:04:35.240><c> today</c><00:04:36.240><c> today</c><00:04:36.660><c> the</c><00:04:36.690><c> term</c><00:04:37.410><c> blocks</c><00:04:37.650><c> is</c>

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seconds today today the term blocks is
 

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seconds today today the term blocks is
processing<00:04:38.390><c> more</c><00:04:39.390><c> transactions</c><00:04:40.050><c> at</c><00:04:40.650><c> shorter</c>

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processing more transactions at shorter
 

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processing more transactions at shorter
block<00:04:41.220><c> in</c><00:04:41.370><c> first</c><00:04:41.610><c> I</c><00:04:41.790><c> with</c><00:04:41.910><c> a</c><00:04:41.940><c> lower</c>

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block in first I with a lower
 

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block in first I with a lower
transaction<00:04:42.540><c> pending</c><00:04:43.050><c> queue</c><00:04:45.830><c> all</c><00:04:46.830><c> right</c><00:04:47.010><c> so</c>

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transaction pending queue all right so
 

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transaction pending queue all right so
yeah<00:04:49.260><c> for</c><00:04:49.380><c> the</c><00:04:49.470><c> next</c><00:04:49.590><c> section</c><00:04:49.770><c> I'd</c><00:04:49.980><c> like</c><00:04:50.130><c> to</c>

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yeah for the next section I'd like to
 

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yeah for the next section I'd like to
pass<00:04:50.610><c> a</c><00:04:50.640><c> mic</c><00:04:50.880><c> -</c><00:05:00.890><c> Thank</c><00:05:01.890><c> You</c><00:05:01.950><c> Matthew</c>

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hi<00:05:05.700><c> I'm</c><00:05:05.910><c> we</c><00:05:06.120><c> product</c><00:05:07.020><c> manager</c><00:05:07.410><c> at</c><00:05:07.590><c> the</c><00:05:07.740><c> scan</c><00:05:08.070><c> I</c>

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hi I'm we product manager at the scan I
 

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hi I'm we product manager at the scan I
would<00:05:08.760><c> like</c><00:05:08.850><c> to</c><00:05:08.970><c> share</c><00:05:09.180><c> some</c><00:05:09.450><c> of</c><00:05:09.480><c> the</c>

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would like to share some of the
 

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would like to share some of the
challenges<00:05:09.690><c> we</c><00:05:10.350><c> face</c><00:05:10.590><c> in</c><00:05:10.830><c> building</c><00:05:11.220><c> and</c>

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challenges we face in building and
 

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challenges we face in building and
infrastructure<00:05:12.570><c> level</c><00:05:13.260><c> service</c><00:05:13.530><c> around</c><00:05:13.890><c> the</c>

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infrastructure level service around the
 

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infrastructure level service around the
atrium<00:05:14.310><c> blockchain</c><00:05:14.900><c> first</c><00:05:15.900><c> off</c><00:05:16.110><c> is</c><00:05:16.410><c> the</c><00:05:16.650><c> issue</c>

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atrium blockchain first off is the issue
 

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atrium blockchain first off is the issue
of<00:05:16.950><c> scale</c><00:05:17.250><c> already</c><00:05:17.610><c> we've</c><00:05:18.300><c> revolves</c><00:05:18.840><c> resolve</c>

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of scale already we've revolves resolve
 

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of scale already we've revolves resolve
revolves<00:05:20.160><c> around</c><00:05:20.430><c> managing</c><00:05:21.060><c> and</c><00:05:21.240><c> supporting</c>

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revolves around managing and supporting
 

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revolves around managing and supporting
and<00:05:21.870><c> ever-growing</c><00:05:22.350><c> user</c><00:05:22.680><c> base</c><00:05:23.060><c> just</c><00:05:24.060><c> looking</c>

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and ever-growing user base just looking
 

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and ever-growing user base just looking
at<00:05:24.480><c> a</c><00:05:24.540><c> transactions</c><00:05:25.080><c> volume</c><00:05:25.440><c> alone</c><00:05:25.710><c> we</c><00:05:26.280><c> have</c>

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at a transactions volume alone we have
 

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at a transactions volume alone we have
seen<00:05:26.610><c> an</c><00:05:26.910><c> average</c><00:05:27.120><c> of</c><00:05:27.390><c> up</c><00:05:27.540><c> to</c><00:05:27.570><c> 10</c><00:05:27.930><c> times</c><00:05:28.140><c> growth</c>

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seen an average of up to 10 times growth
 

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seen an average of up to 10 times growth
year-on-year<00:05:29.040><c> and</c><00:05:30.000><c> from</c><00:05:30.840><c> an</c><00:05:30.960><c> operational</c>

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year-on-year and from an operational
 

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year-on-year and from an operational
viewpoint<00:05:31.940><c> hiring</c><00:05:32.940><c> and</c><00:05:33.090><c> expanding</c><00:05:33.150><c> and</c><00:05:33.600><c> team</c>

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viewpoint hiring and expanding and team
 

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viewpoint hiring and expanding and team
is<00:05:34.080><c> also</c><00:05:34.260><c> tricky</c><00:05:34.590><c> as</c><00:05:34.890><c> there's</c><00:05:35.250><c> a</c><00:05:35.340><c> shortage</c><00:05:35.640><c> of</c>

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is also tricky as there's a shortage of
 

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is also tricky as there's a shortage of
blockchain<00:05:36.600><c> their</c><00:05:36.810><c> place</c><00:05:37.020><c> in</c><00:05:37.230><c> the</c><00:05:37.380><c> space</c>

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blockchain their place in the space
 

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blockchain their place in the space
security<00:05:39.750><c> is</c><00:05:40.280><c> sorry</c><00:05:42.350><c> security</c><00:05:43.350><c> is</c><00:05:43.410><c> always</c><00:05:43.620><c> a</c>

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security is sorry security is always a
 

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security is sorry security is always a
top<00:05:44.070><c> concept</c><00:05:44.580><c> top</c><00:05:44.880><c> concern</c><00:05:45.270><c> for</c><00:05:45.420><c> us</c><00:05:45.630><c> being</c><00:05:46.410><c> on</c>

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top concept top concern for us being on
 

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top concept top concern for us being on
a<00:05:46.560><c> protocol</c><00:05:47.070><c> of</c><00:05:47.280><c> application</c><00:05:48.000><c> level</c><00:05:48.390><c> or</c>

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a protocol of application level or
 

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a protocol of application level or
external<00:05:49.650><c> event</c><00:05:49.950><c> such</c><00:05:50.100><c> as</c><00:05:50.130><c> DDoS</c><00:05:50.580><c> attacks</c>

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external event such as DDoS attacks
 

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external event such as DDoS attacks
being<00:05:52.440><c> the</c><00:05:52.590><c> space</c><00:05:52.860><c> as</c><00:05:53.100><c> we</c><00:05:53.310><c> all</c><00:05:53.430><c> know</c><00:05:53.700><c> and</c><00:05:54.270><c> is</c><00:05:54.420><c> if</c>

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being the space as we all know and is if
 

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being the space as we all know and is if
there<00:05:55.200><c> exists</c><00:05:55.590><c> and</c><00:05:55.770><c> any</c><00:05:56.250><c> security</c>

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there exists and any security
 

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there exists and any security
vulnerabilities<00:05:57.680><c> you'll</c><00:05:58.680><c> be</c><00:05:58.800><c> fairly</c><00:05:59.160><c> quickly</c>

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vulnerabilities you'll be fairly quickly
 

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vulnerabilities you'll be fairly quickly
exploited<00:06:00.540><c> or</c><00:06:00.720><c> taken</c><00:06:01.050><c> advantage</c><00:06:01.140><c> of</c><00:06:01.620><c> on</c><00:06:02.580><c> the</c>

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exploited or taken advantage of on the
 

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exploited or taken advantage of on the
support<00:06:03.630><c> front</c><00:06:03.870><c> we</c><00:06:04.650><c> have</c><00:06:04.770><c> seen</c><00:06:05.040><c> changing</c><00:06:05.550><c> user</c>

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support front we have seen changing user
 

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support front we have seen changing user
dynamics<00:06:06.330><c> over</c><00:06:06.660><c> the</c><00:06:06.750><c> last</c><00:06:06.960><c> two</c><00:06:07.260><c> years</c><00:06:07.790><c> back</c>

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dynamics over the last two years back
 

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dynamics over the last two years back
then<00:06:09.000><c> when</c><00:06:09.240><c> we</c><00:06:09.270><c> first</c><00:06:09.630><c> started</c><00:06:09.990><c> most</c><00:06:10.860><c> of</c><00:06:11.010><c> the</c>

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then when we first started most of the
 

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then when we first started most of the
questions<00:06:11.310><c> or</c><00:06:11.730><c> issues</c><00:06:11.940><c> that</c><00:06:12.210><c> we</c><00:06:12.630><c> receive</c><00:06:12.990><c> are</c>

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questions or issues that we receive are
 

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questions or issues that we receive are
more<00:06:13.500><c> technical</c><00:06:13.920><c> in</c><00:06:14.100><c> nature</c><00:06:14.130><c> or</c><00:06:14.820><c> coming</c><00:06:15.480><c> from</c>

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more technical in nature or coming from
 

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more technical in nature or coming from
CalPERS<00:06:16.260><c> already</c><00:06:16.590><c> work</c><00:06:16.740><c> in</c><00:06:16.860><c> the</c><00:06:16.950><c> space</c>

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CalPERS already work in the space
 

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CalPERS already work in the space
however<00:06:19.050><c> going</c><00:06:19.290><c> forward</c><00:06:19.740><c> since</c><00:06:19.950><c> the</c>

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however going forward since the
 

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however going forward since the
beginning<00:06:20.340><c> of</c><00:06:20.400><c> year</c><00:06:20.610><c> we</c><00:06:21.270><c> have</c><00:06:21.360><c> seen</c><00:06:21.600><c> more</c><00:06:21.900><c> and</c>

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beginning of year we have seen more and
 

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beginning of year we have seen more and
more<00:06:22.170><c> normal</c><00:06:22.710><c> regular</c><00:06:23.160><c> users</c><00:06:23.580><c> coming</c><00:06:23.820><c> on</c>

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more normal regular users coming on
 

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more normal regular users coming on
board<00:06:24.150><c> on</c><00:06:24.750><c> a</c><00:06:25.500><c> daily</c><00:06:25.800><c> basis</c><00:06:26.220><c> we</c><00:06:26.580><c> are</c><00:06:26.610><c> receiving</c>

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board on a daily basis we are receiving
 

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board on a daily basis we are receiving
an<00:06:27.330><c> average</c><00:06:27.930><c> of</c><00:06:28.080><c> 80</c><00:06:28.290><c> 200</c><00:06:28.800><c> tickets</c><00:06:28.890><c> per</c><00:06:29.190><c> day</c><00:06:29.340><c> and</c>

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an average of 80 200 tickets per day and
 

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an average of 80 200 tickets per day and
most<00:06:30.180><c> of</c><00:06:30.300><c> the</c><00:06:30.420><c> users</c><00:06:30.750><c> are</c><00:06:30.990><c> first-time</c>

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most of the users are first-time
 

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most of the users are first-time
blockchain<00:06:31.980><c> users</c><00:06:32.370><c> with</c><00:06:32.970><c> basic</c><00:06:33.360><c> questions</c>

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blockchain users with basic questions
 

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blockchain users with basic questions
such<00:06:33.960><c> as</c><00:06:33.990><c> how</c><00:06:34.830><c> do</c><00:06:34.890><c> they</c><00:06:35.130><c> transfer</c><00:06:35.520><c> tokens</c>

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such as how do they transfer tokens
 

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such as how do they transfer tokens
missing<00:06:36.870><c> or</c><00:06:36.990><c> invalid</c><00:06:37.110><c> transactions</c><00:06:37.950><c> or</c><00:06:38.640><c> even</c>

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missing or invalid transactions or even
 

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missing or invalid transactions or even
request<00:06:39.210><c> for</c><00:06:39.540><c> refunds</c><00:06:39.900><c> which</c><00:06:40.680><c> we</c><00:06:40.830><c> all</c><00:06:40.950><c> know</c>

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request for refunds which we all know
 

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request for refunds which we all know
it's<00:06:41.280><c> not</c><00:06:41.340><c> possible</c>

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it's not possible
 

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it's not possible
you<00:06:42.860><c> cannot</c><00:06:43.099><c> reverse</c><00:06:43.370><c> transactions</c><00:06:43.940><c> on</c><00:06:44.120><c> it</c>

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you cannot reverse transactions on it
 

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you cannot reverse transactions on it
really<00:06:45.310><c> given</c><00:06:46.310><c> the</c><00:06:46.460><c> ecosystem</c><00:06:47.030><c> is</c><00:06:47.150><c> still</c>

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really given the ecosystem is still
 

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really given the ecosystem is still
fairly<00:06:47.539><c> young</c><00:06:47.780><c> and</c><00:06:47.960><c> evolving</c><00:06:48.500><c> so</c><00:06:48.680><c> fast</c><00:06:49.150><c> at</c>

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fairly young and evolving so fast at
 

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fairly young and evolving so fast at
times<00:06:50.569><c> is</c><00:06:50.930><c> also</c><00:06:51.319><c> a</c><00:06:51.349><c> challenge</c><00:06:51.590><c> for</c><00:06:51.919><c> us</c><00:06:51.949><c> just</c><00:06:52.250><c> to</c>

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times is also a challenge for us just to
 

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times is also a challenge for us just to
keep<00:06:52.610><c> it</c><00:06:52.699><c> up</c><00:06:53.470><c> there's</c><00:06:54.470><c> never</c><00:06:54.650><c> a</c><00:06:54.770><c> boring</c><00:06:55.069><c> week</c>

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keep it up there's never a boring week
 

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keep it up there's never a boring week
with<00:06:55.759><c> aetherium</c><00:06:56.319><c> new</c><00:06:57.319><c> features</c><00:06:57.710><c> i</c><00:06:58.129><c> SEOs</c>

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with aetherium new features i SEOs
 

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with aetherium new features i SEOs
secretary<00:07:00.050><c> issues</c><00:07:00.669><c> multiple</c><00:07:01.669><c> software</c>

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secretary issues multiple software
 

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secretary issues multiple software
revision<00:07:02.479><c> patches</c><00:07:02.870><c> within</c><00:07:03.289><c> a</c><00:07:03.470><c> short</c><00:07:03.680><c> space</c><00:07:03.860><c> of</c>

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revision patches within a short space of
 

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revision patches within a short space of
time<00:07:05.289><c> while</c><00:07:06.289><c> it's</c><00:07:06.470><c> extremely</c><00:07:07.009><c> exciting</c>

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time while it's extremely exciting
 

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time while it's extremely exciting
interesting<00:07:07.819><c> it</c><00:07:08.569><c> can</c><00:07:08.629><c> be</c><00:07:08.870><c> difficult</c><00:07:09.080><c> to</c>

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interesting it can be difficult to
 

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interesting it can be difficult to
manage<00:07:09.560><c> over</c><00:07:09.889><c> a</c><00:07:10.039><c> longer</c><00:07:10.340><c> period</c><00:07:10.610><c> of</c><00:07:10.789><c> time</c>

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manage over a longer period of time
 

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manage over a longer period of time
and<00:07:12.039><c> lastly</c><00:07:13.039><c> the</c><00:07:13.729><c> final</c><00:07:14.180><c> issue</c><00:07:14.690><c> revolves</c>

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and lastly the final issue revolves
 

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and lastly the final issue revolves
around<00:07:15.500><c> interim</c><00:07:16.069><c> notes</c><00:07:16.250><c> management</c><00:07:16.819><c> which</c><00:07:17.569><c> is</c>

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around interim notes management which is
 

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around interim notes management which is
something<00:07:17.990><c> at</c><00:07:18.440><c> least</c><00:07:18.710><c> one</c><00:07:18.979><c> that</c><00:07:19.219><c> we</c><00:07:19.370><c> often</c>

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something at least one that we often
 

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something at least one that we often
been<00:07:19.849><c> asked</c><00:07:20.120><c> about</c><00:07:20.330><c> and</c><00:07:20.690><c> we</c><00:07:21.169><c> exploded</c><00:07:21.680><c> in</c><00:07:22.190><c> the</c>

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been asked about and we exploded in the
 

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been asked about and we exploded in the
infrared<00:07:23.300><c> details</c><00:07:26.740><c> that</c><00:07:27.740><c> either</c><00:07:27.919><c> scan</c><00:07:28.280><c> in</c><00:07:28.909><c> the</c>

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infrared details that either scan in the
 

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infrared details that either scan in the
earlier<00:07:29.330><c> days</c><00:07:29.509><c> we</c><00:07:30.169><c> ran</c><00:07:30.409><c> three</c><00:07:30.740><c> different</c>

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earlier days we ran three different
 

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earlier days we ran three different
client<00:07:31.490><c> implementations</c><00:07:32.210><c> namely</c><00:07:33.550><c> get</c><00:07:34.599><c> parity</c>

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client implementations namely get parity
 

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client implementations namely get parity
and<00:07:35.840><c> TMJ</c><00:07:36.849><c> over</c><00:07:37.849><c> time</c><00:07:38.120><c> we</c><00:07:38.810><c> managed</c><00:07:39.169><c> to</c><00:07:39.199><c> reduce</c>

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and TMJ over time we managed to reduce
 

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and TMJ over time we managed to reduce
this<00:07:39.919><c> to</c><00:07:39.979><c> just</c><00:07:40.430><c> two</c><00:07:40.639><c> clients</c><00:07:41.259><c> which</c><00:07:42.259><c> is</c><00:07:42.440><c> get</c>

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this to just two clients which is get
 

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this to just two clients which is get
and<00:07:42.919><c> parity</c><00:07:43.539><c> so</c><00:07:44.539><c> some</c><00:07:44.780><c> of</c><00:07:44.810><c> you</c><00:07:45.080><c> may</c><00:07:45.289><c> ask</c><00:07:45.530><c> why</c><00:07:46.490><c> do</c>

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and parity so some of you may ask why do
 

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and parity so some of you may ask why do
we<00:07:46.789><c> need</c><00:07:46.940><c> to</c><00:07:47.060><c> run</c><00:07:47.240><c> two</c><00:07:47.509><c> clients</c><00:07:47.779><c> why</c><00:07:48.529><c> not</c><00:07:48.710><c> just</c>

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we need to run two clients why not just
 

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we need to run two clients why not just
one<00:07:49.810><c> we</c><00:07:50.810><c> are</c><00:07:50.900><c> not</c><00:07:51.020><c> saying</c><00:07:51.289><c> this</c><00:07:51.529><c> is</c><00:07:51.710><c> the</c>

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one we are not saying this is the
 

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one we are not saying this is the
correct<00:07:52.219><c> way</c><00:07:52.400><c> but</c><00:07:52.759><c> this</c><00:07:53.690><c> is</c><00:07:53.840><c> what</c><00:07:54.080><c> we</c><00:07:54.229><c> found</c>

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correct way but this is what we found
 

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correct way but this is what we found
works<00:07:54.680><c> best</c><00:07:54.830><c> for</c><00:07:55.069><c> us</c><00:07:56.050><c> so</c><00:07:57.050><c> while</c><00:07:57.289><c> both</c><00:07:57.590><c> clients</c>

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works best for us so while both clients
 

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works best for us so while both clients
supports<00:07:58.880><c> all</c><00:07:59.029><c> the</c><00:07:59.539><c> official</c><00:07:59.990><c> api's</c><00:08:00.349><c> there</c>

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supports all the official api's there
 

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supports all the official api's there
are<00:08:01.400><c> certain</c><00:08:01.789><c> areas</c><00:08:02.060><c> that</c><00:08:02.300><c> each</c><00:08:02.870><c> of</c><00:08:02.900><c> these</c>

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are certain areas that each of these
 

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are certain areas that each of these
clients<00:08:03.620><c> excels</c><00:08:04.340><c> in</c><00:08:05.080><c> for</c><00:08:06.080><c> instance</c><00:08:06.469><c> if</c><00:08:07.130><c> you</c>

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clients excels in for instance if you
 

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clients excels in for instance if you
plan<00:08:07.639><c> to</c><00:08:07.669><c> use</c><00:08:07.819><c> remix</c><00:08:08.479><c> debugger</c><00:08:08.810><c> for</c><00:08:09.770><c> now</c><00:08:09.919><c> this</c>

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plan to use remix debugger for now this
 

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plan to use remix debugger for now this
works<00:08:10.610><c> only</c><00:08:10.789><c> we</c><00:08:11.029><c> get</c><00:08:11.319><c> on</c><00:08:12.319><c> the</c><00:08:12.500><c> other</c><00:08:12.620><c> hand</c><00:08:12.919><c> if</c>

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works only we get on the other hand if
 

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works only we get on the other hand if
you<00:08:13.789><c> need</c><00:08:14.060><c> to</c><00:08:14.180><c> trace</c><00:08:14.419><c> internal</c><00:08:14.900><c> transactions</c>

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you need to trace internal transactions
 

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you need to trace internal transactions
parity<00:08:16.580><c> provides</c><00:08:16.969><c> an</c><00:08:17.240><c> easy-to-use</c><00:08:17.599><c> RPC</c>

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parity provides an easy-to-use RPC
 

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parity provides an easy-to-use RPC
endpoint<00:08:18.889><c> the</c><00:08:19.009><c> dusties</c><00:08:20.409><c> but</c><00:08:21.409><c> more</c><00:08:21.590><c> than</c><00:08:21.710><c> just</c>

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endpoint the dusties but more than just
 

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endpoint the dusties but more than just
feature<00:08:22.159><c> set</c><00:08:22.490><c> running</c><00:08:23.360><c> multiple</c><00:08:23.779><c> clients</c>

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feature set running multiple clients
 

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feature set running multiple clients
also<00:08:25.219><c> provide</c><00:08:25.639><c> what</c><00:08:25.909><c> we</c><00:08:25.940><c> call</c><00:08:26.029><c> network</c>

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also provide what we call network
 

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also provide what we call network
robustness<00:08:27.229><c> a</c><00:08:28.270><c> case</c><00:08:29.270><c> in</c><00:08:29.419><c> hand</c><00:08:29.599><c> some</c><00:08:30.319><c> of</c><00:08:30.469><c> you</c>

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robustness a case in hand some of you
 

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robustness a case in hand some of you
may<00:08:30.740><c> recall</c><00:08:31.009><c> that</c><00:08:31.069><c> during</c><00:08:31.340><c> DEFCON</c><00:08:31.969><c> 2</c><00:08:32.240><c> in</c>

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may recall that during DEFCON 2 in
 

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may recall that during DEFCON 2 in
Shanghai<00:08:32.690><c> last</c><00:08:32.870><c> year</c><00:08:33.279><c> the</c><00:08:34.279><c> network</c><00:08:34.610><c> was</c><00:08:34.789><c> under</c>

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Shanghai last year the network was under
 

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Shanghai last year the network was under
a<00:08:35.149><c> massive</c><00:08:35.449><c> DDoS</c><00:08:35.930><c> attack</c><00:08:36.260><c> just</c><00:08:36.649><c> before</c><00:08:37.010><c> the</c>

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a massive DDoS attack just before the
 

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a massive DDoS attack just before the
event<00:08:37.159><c> started</c><00:08:38.529><c> one</c><00:08:39.529><c> of</c><00:08:39.560><c> the</c><00:08:39.740><c> reasons</c><00:08:40.130><c> that</c>

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event started one of the reasons that
 

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event started one of the reasons that
the<00:08:40.519><c> network</c><00:08:40.880><c> was</c><00:08:41.000><c> able</c><00:08:41.390><c> to</c><00:08:41.419><c> continue</c>

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the network was able to continue
 

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the network was able to continue
chugging<00:08:42.289><c> along</c><00:08:42.380><c> was</c><00:08:43.159><c> when</c><00:08:43.430><c> a</c><00:08:43.459><c> specified</c>

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chugging along was when a specified
 

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chugging along was when a specified
attack<00:08:44.630><c> was</c><00:08:45.050><c> successfully</c><00:08:45.980><c> executed</c><00:08:46.010><c> against</c>

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attack was successfully executed against
 

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attack was successfully executed against
one<00:08:47.000><c> client</c><00:08:47.240><c> the</c><00:08:47.990><c> other</c><00:08:48.110><c> client</c><00:08:48.560><c> was</c><00:08:48.680><c> not</c>

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one client the other client was not
 

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one client the other client was not
affected<00:08:49.339><c> I'm</c><00:08:50.029><c> vice</c><00:08:50.300><c> versa</c>

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so<00:08:54.450><c> while</c><00:08:54.690><c> both</c><00:08:54.930><c> get</c><00:08:55.320><c> and</c><00:08:55.560><c> parity</c><00:08:55.980><c> works</c>

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so while both get and parity works
 

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so while both get and parity works
extremely<00:08:56.640><c> well</c><00:08:56.910><c> for</c><00:08:57.060><c> private</c><00:08:57.930><c> notes</c><00:08:58.110><c> in</c>

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extremely well for private notes in
 

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extremely well for private notes in
default<00:08:58.590><c> settings</c><00:08:58.980><c> there</c><00:08:59.970><c> are</c><00:09:00.030><c> some</c>

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default settings there are some
 

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default settings there are some
challenges<00:09:00.540><c> when</c><00:09:01.080><c> running</c><00:09:01.290><c> these</c><00:09:01.590><c> as</c><00:09:01.920><c> public</c>

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challenges when running these as public
 

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challenges when running these as public
fun<00:09:02.850><c> facing</c><00:09:03.300><c> notes</c><00:09:04.010><c> for</c><00:09:05.010><c> instance</c><00:09:05.370><c> to</c><00:09:05.850><c> handle</c>

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fun facing notes for instance to handle
 

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fun facing notes for instance to handle
burst<00:09:06.480><c> of</c><00:09:06.630><c> traffic's</c><00:09:07.140><c> of</c><00:09:07.410><c> upwards</c><00:09:08.040><c> to</c>

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burst of traffic's of upwards to
 

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burst of traffic's of upwards to
thousands<00:09:08.670><c> of</c><00:09:08.730><c> concurring</c><00:09:09.240><c> API</c><00:09:09.480><c> calls</c><00:09:09.780><c> per</c>

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thousands of concurring API calls per
 

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thousands of concurring API calls per
seconds<00:09:10.410><c> here</c><00:09:11.220><c> are</c><00:09:11.370><c> some</c><00:09:11.550><c> recommendations</c>

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seconds here are some recommendations
 

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seconds here are some recommendations
tip<00:09:13.410><c> number</c><00:09:13.620><c> one</c><00:09:13.890><c> use</c><00:09:14.730><c> SSD</c><00:09:15.270><c> drives</c><00:09:15.570><c> do</c><00:09:16.320><c> not</c><00:09:16.470><c> use</c>

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tip number one use SSD drives do not use
 

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tip number one use SSD drives do not use
normal<00:09:17.040><c> hardest</c><00:09:17.400><c> rice</c><00:09:17.610><c> as</c><00:09:17.880><c> these</c><00:09:18.480><c> AI</c><00:09:18.690><c> ops</c><00:09:18.870><c> will</c>

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normal hardest rice as these AI ops will
 

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normal hardest rice as these AI ops will
be<00:09:19.200><c> about</c><00:09:19.350><c> a</c><00:09:19.410><c> net</c><00:09:19.850><c> tip</c><00:09:20.850><c> number</c><00:09:21.030><c> two</c><00:09:21.740><c> if</c><00:09:22.740><c> you</c><00:09:22.920><c> are</c>

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be about a net tip number two if you are
 

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be about a net tip number two if you are
Sparrow<00:09:23.310><c> X</c><00:09:23.520><c> program</c><00:09:23.760><c> you</c><00:09:24.540><c> can</c><00:09:24.720><c> allocate</c><00:09:24.900><c> like</c>

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Sparrow X program you can allocate like
 

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Sparrow X program you can allocate like
larger<00:09:25.890><c> cache</c><00:09:26.130><c> settings</c><00:09:26.340><c> than</c><00:09:27.180><c> the</c><00:09:27.300><c> default</c>

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larger cache settings than the default
 

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larger cache settings than the default
ones<00:09:28.910><c> when</c><00:09:29.910><c> running</c><00:09:30.120><c> over</c><00:09:30.420><c> a</c><00:09:30.450><c> longer</c><00:09:30.780><c> period</c>

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ones when running over a longer period
 

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ones when running over a longer period
of<00:09:31.260><c> time</c><00:09:31.320><c> with</c><00:09:31.680><c> a</c><00:09:31.710><c> high</c><00:09:31.980><c> concurrent</c><00:09:32.580><c> request</c>

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of time with a high concurrent request
 

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of time with a high concurrent request
you'll<00:09:34.110><c> want</c><00:09:34.350><c> to</c><00:09:34.380><c> run</c><00:09:34.590><c> some</c><00:09:34.890><c> sort</c><00:09:35.100><c> of</c>

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you'll want to run some sort of
 

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you'll want to run some sort of
monitoring<00:09:35.580><c> service</c><00:09:36.000><c> that</c><00:09:36.270><c> checks</c><00:09:36.600><c> if</c><00:09:36.720><c> the</c>

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monitoring service that checks if the
 

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monitoring service that checks if the
note<00:09:37.020><c> is</c><00:09:37.050><c> seen</c><00:09:37.350><c> Corelli</c><00:09:37.800><c> or</c><00:09:38.130><c> the</c><00:09:38.610><c> latest</c>

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note is seen Corelli or the latest
 

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note is seen Corelli or the latest
blocked<00:09:39.180><c> time</c><00:09:39.390><c> is</c><00:09:39.600><c> leaders</c><00:09:40.320><c> block</c><00:09:40.590><c> times</c><00:09:40.830><c> them</c>

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blocked time is leaders block times them
 

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blocked time is leaders block times them
it's<00:09:41.160><c> not</c><00:09:41.280><c> too</c><00:09:41.430><c> old</c><00:09:41.630><c> if</c><00:09:42.630><c> they</c><00:09:42.870><c> are</c><00:09:43.020><c> the</c><00:09:43.830><c> service</c>

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it's not too old if they are the service
 

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it's not too old if they are the service
you<00:09:44.250><c> restart</c><00:09:44.580><c> the</c><00:09:44.670><c> nodes</c><00:09:44.880><c> to</c><00:09:45.800><c> scale</c><00:09:46.800><c> upwards</c>

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you restart the nodes to scale upwards
 

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you restart the nodes to scale upwards
of<00:09:47.430><c> multiple</c><00:09:47.940><c> concurrent</c><00:09:48.330><c> connections</c><00:09:48.720><c> you</c>

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of multiple concurrent connections you
 

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of multiple concurrent connections you
may<00:09:49.860><c> want</c><00:09:50.190><c> to</c><00:09:50.600><c> deploy</c><00:09:51.600><c> multiple</c><00:09:52.440><c> smaller</c>

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may want to deploy multiple smaller
 

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may want to deploy multiple smaller
nodes<00:09:52.980><c> behind</c><00:09:53.490><c> a</c><00:09:53.640><c> load</c><00:09:54.090><c> balancer</c><00:09:54.620><c> application</c>

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nodes behind a load balancer application
 

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nodes behind a load balancer application
gateways<00:09:56.010><c> while</c><00:09:56.520><c> taking</c><00:09:56.760><c> care</c><00:09:57.060><c> of</c><00:09:57.090><c> the</c>

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gateways while taking care of the
 

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gateways while taking care of the
session<00:09:57.870><c> position</c><00:09:58.290><c> settings</c><00:09:58.790><c> are</c><00:09:59.790><c> now</c><00:10:00.030><c> passed</c>

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session position settings are now passed
 

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session position settings are now passed
to<00:10:00.510><c> metric</c><00:10:01.110><c> on</c><00:10:01.260><c> your</c><00:10:01.410><c> representation</c>

00:10:09.640 --> 00:10:09.650 align:start position:0%
 
 

00:10:09.650 --> 00:10:19.460 align:start position:0%
 
thanks<00:10:10.650><c> P</c><00:10:13.670><c> so</c><00:10:14.690><c> for</c><00:10:15.690><c> the</c><00:10:16.320><c> next</c><00:10:17.010><c> section</c><00:10:17.310><c> I</c><00:10:18.470><c> would</c>

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thanks P so for the next section I would
 

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thanks P so for the next section I would
like<00:10:19.680><c> to</c><00:10:19.830><c> talk</c><00:10:20.010><c> about</c><00:10:20.750><c> deriving</c><00:10:21.750><c> the</c><00:10:22.290><c> theorem</c>

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like to talk about deriving the theorem
 

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like to talk about deriving the theorem
user<00:10:24.150><c> persona</c><00:10:24.660><c> with</c><00:10:25.050><c> Google</c><00:10:25.440><c> Analytics</c>

00:10:26.980 --> 00:10:26.990 align:start position:0%
user persona with Google Analytics
 

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user persona with Google Analytics
so<00:10:27.990><c> as</c><00:10:28.470><c> a</c><00:10:29.070><c> blockchain</c><00:10:29.610><c> developer</c><00:10:30.210><c> or</c><00:10:30.630><c> as</c><00:10:31.020><c> the</c>

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so as a blockchain developer or as the
 

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so as a blockchain developer or as the
developer<00:10:31.500><c> in</c><00:10:31.560><c> general</c><00:10:31.920><c> one</c><00:10:32.520><c> of</c><00:10:32.610><c> the</c><00:10:32.700><c> things</c>

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developer in general one of the things
 

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developer in general one of the things
that<00:10:33.090><c> I</c><00:10:33.120><c> found</c><00:10:33.720><c> extremely</c><00:10:34.160><c> useful</c><00:10:35.160><c> is</c><00:10:35.520><c> when</c>

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that I found extremely useful is when
 

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that I found extremely useful is when
building<00:10:36.300><c> applications</c><00:10:36.960><c> is</c><00:10:37.260><c> to</c><00:10:37.440><c> first</c>

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building applications is to first
 

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building applications is to first
understand<00:10:38.070><c> who</c><00:10:38.730><c> your</c><00:10:39.150><c> target</c><00:10:39.540><c> audience</c><00:10:39.960><c> is</c>

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understand who your target audience is
 

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understand who your target audience is
who<00:10:40.560><c> your</c><00:10:40.890><c> users</c><00:10:41.130><c> are</c><00:10:41.430><c> who</c><00:10:41.820><c> your</c><00:10:42.120><c> customers</c>

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who your users are who your customers
 

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who your users are who your customers
are<00:10:43.400><c> so</c><00:10:44.480><c> ETS</c><00:10:45.480><c> can</c><00:10:45.720><c> add</c><00:10:45.990><c> as</c><00:10:46.830><c> a</c><00:10:46.890><c> base</c><00:10:47.700><c> layer</c>

00:10:48.280 --> 00:10:48.290 align:start position:0%
are so ETS can add as a base layer
 

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are so ETS can add as a base layer
infrastructure<00:10:49.290><c> service</c><00:10:49.650><c> for</c><00:10:50.610><c> the</c><00:10:50.700><c> interim</c>

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infrastructure service for the interim
 

00:10:51.000 --> 00:10:54.080 align:start position:0%
infrastructure service for the interim
blockchain<00:10:51.450><c> we</c><00:10:52.170><c> serve</c><00:10:52.590><c> a</c><00:10:52.950><c> diverse</c><00:10:53.430><c> range</c><00:10:53.610><c> of</c>

00:10:54.080 --> 00:10:54.090 align:start position:0%
blockchain we serve a diverse range of
 

00:10:54.090 --> 00:10:57.350 align:start position:0%
blockchain we serve a diverse range of
etrem<00:10:54.450><c> users</c><00:10:54.780><c> from</c><00:10:54.930><c> all</c><00:10:55.140><c> across</c><00:10:55.380><c> the</c><00:10:55.500><c> globe</c><00:10:56.360><c> so</c>

00:10:57.350 --> 00:10:57.360 align:start position:0%
etrem users from all across the globe so
 

00:10:57.360 --> 00:10:59.810 align:start position:0%
etrem users from all across the globe so
what<00:10:57.930><c> I</c><00:10:58.230><c> would</c><00:10:58.680><c> like</c><00:10:58.890><c> to</c><00:10:58.950><c> do</c><00:10:59.190><c> right</c><00:10:59.370><c> now</c><00:10:59.550><c> is</c><00:10:59.700><c> to</c>

00:10:59.810 --> 00:10:59.820 align:start position:0%
what I would like to do right now is to
 

00:10:59.820 --> 00:11:02.930 align:start position:0%
what I would like to do right now is to
share<00:11:00.060><c> via</c><00:11:00.240><c> our</c><00:11:01.110><c> own</c><00:11:01.410><c> a</c><00:11:01.770><c> very</c><00:11:02.190><c> own</c><00:11:02.400><c> Google</c>

00:11:02.930 --> 00:11:02.940 align:start position:0%
share via our own a very own Google
 

00:11:02.940 --> 00:11:05.360 align:start position:0%
share via our own a very own Google
Analytics<00:11:03.510><c> data</c><00:11:03.540><c> that</c><00:11:04.440><c> we</c><00:11:04.530><c> derived</c><00:11:04.890><c> over</c><00:11:05.190><c> the</c>

00:11:05.360 --> 00:11:05.370 align:start position:0%
Analytics data that we derived over the
 

00:11:05.370 --> 00:11:05.910 align:start position:0%
Analytics data that we derived over the
last

00:11:05.910 --> 00:11:05.920 align:start position:0%
last
 

00:11:05.920 --> 00:11:08.879 align:start position:0%
last
and<00:11:06.100><c> half</c><00:11:06.249><c> years</c><00:11:06.549><c> which</c><00:11:07.420><c> we</c><00:11:08.290><c> feel</c><00:11:08.679><c> will</c>

00:11:08.879 --> 00:11:08.889 align:start position:0%
and half years which we feel will
 

00:11:08.889 --> 00:11:12.269 align:start position:0%
and half years which we feel will
provide<00:11:09.189><c> you</c><00:11:09.459><c> with</c><00:11:09.759><c> a</c><00:11:10.649><c> rough</c><00:11:11.649><c> indication</c><00:11:12.160><c> of</c>

00:11:12.269 --> 00:11:12.279 align:start position:0%
provide you with a rough indication of
 

00:11:12.279 --> 00:11:15.090 align:start position:0%
provide you with a rough indication of
what<00:11:12.429><c> the</c><00:11:12.699><c> typical</c><00:11:13.600><c> user</c><00:11:13.899><c> of</c><00:11:14.230><c> the</c><00:11:14.799><c> interim</c>

00:11:15.090 --> 00:11:15.100 align:start position:0%
what the typical user of the interim
 

00:11:15.100 --> 00:11:21.259 align:start position:0%
what the typical user of the interim
blockchain<00:11:15.399><c> looks</c><00:11:15.579><c> like</c><00:11:18.329><c> so</c><00:11:19.329><c> looking</c><00:11:19.929><c> at</c><00:11:20.049><c> our</c>

00:11:21.259 --> 00:11:21.269 align:start position:0%
blockchain looks like so looking at our
 

00:11:21.269 --> 00:11:24.299 align:start position:0%
blockchain looks like so looking at our
analytics<00:11:22.269><c> data</c><00:11:22.629><c> one</c><00:11:23.499><c> of</c><00:11:23.619><c> the</c><00:11:23.709><c> interesting</c>

00:11:24.299 --> 00:11:24.309 align:start position:0%
analytics data one of the interesting
 

00:11:24.309 --> 00:11:28.079 align:start position:0%
analytics data one of the interesting
things<00:11:24.549><c> that</c><00:11:24.669><c> we</c><00:11:24.999><c> found</c><00:11:25.299><c> was</c><00:11:26.019><c> a</c><00:11:26.290><c> shift</c><00:11:26.799><c> in</c><00:11:27.100><c> user</c>

00:11:28.079 --> 00:11:28.089 align:start position:0%
things that we found was a shift in user
 

00:11:28.089 --> 00:11:29.280 align:start position:0%
things that we found was a shift in user
geography<00:11:28.629><c> locations</c>

00:11:29.280 --> 00:11:29.290 align:start position:0%
geography locations
 

00:11:29.290 --> 00:11:34.109 align:start position:0%
geography locations
what<00:11:30.069><c> last</c><00:11:30.249><c> two</c><00:11:30.399><c> years</c><00:11:31.859><c> so</c><00:11:32.859><c> in</c><00:11:33.040><c> borders</c><00:11:33.459><c> the</c>

00:11:34.109 --> 00:11:34.119 align:start position:0%
what last two years so in borders the
 

00:11:34.119 --> 00:11:37.349 align:start position:0%
what last two years so in borders the
united<00:11:34.720><c> states</c><00:11:35.939><c> represented</c><00:11:36.939><c> our</c><00:11:37.029><c> largest</c>

00:11:37.349 --> 00:11:37.359 align:start position:0%
united states represented our largest
 

00:11:37.359 --> 00:11:41.729 align:start position:0%
united states represented our largest
user<00:11:37.569><c> base</c><00:11:38.279><c> in</c><00:11:39.600><c> 2016</c><00:11:40.600><c> the</c><00:11:41.169><c> united</c><00:11:41.529><c> states</c>

00:11:41.729 --> 00:11:41.739 align:start position:0%
user base in 2016 the united states
 

00:11:41.739 --> 00:11:44.789 align:start position:0%
user base in 2016 the united states
represented<00:11:42.699><c> half</c><00:11:42.939><c> of</c><00:11:43.119><c> our</c><00:11:43.239><c> user</c><00:11:43.389><c> base</c><00:11:43.799><c> around</c>

00:11:44.789 --> 00:11:44.799 align:start position:0%
represented half of our user base around
 

00:11:44.799 --> 00:11:49.139 align:start position:0%
represented half of our user base around
44%<00:11:45.249><c> followed</c><00:11:45.879><c> by</c><00:11:46.089><c> Russia</c><00:11:46.859><c> Germany</c><00:11:48.149><c> United</c>

00:11:49.139 --> 00:11:49.149 align:start position:0%
44% followed by Russia Germany United
 

00:11:49.149 --> 00:11:54.629 align:start position:0%
44% followed by Russia Germany United
Kingdom<00:11:49.540><c> and</c><00:11:49.720><c> Ukraine</c><00:11:50.879><c> but</c><00:11:51.879><c> in</c><00:11:52.439><c> 2017</c><00:11:53.439><c> we</c><00:11:54.100><c> saw</c><00:11:54.369><c> a</c>

00:11:54.629 --> 00:11:54.639 align:start position:0%
Kingdom and Ukraine but in 2017 we saw a
 

00:11:54.639 --> 00:11:56.249 align:start position:0%
Kingdom and Ukraine but in 2017 we saw a
large<00:11:54.999><c> increase</c><00:11:55.299><c> in</c><00:11:55.419><c> number</c><00:11:55.779><c> of</c><00:11:55.809><c> users</c>

00:11:56.249 --> 00:11:56.259 align:start position:0%
large increase in number of users
 

00:11:56.259 --> 00:11:58.949 align:start position:0%
large increase in number of users
originating<00:11:57.129><c> from</c><00:11:57.160><c> coming</c><00:11:58.149><c> from</c><00:11:58.239><c> China</c><00:11:58.540><c> and</c>

00:11:58.949 --> 00:11:58.959 align:start position:0%
originating from coming from China and
 

00:11:58.959 --> 00:12:01.859 align:start position:0%
originating from coming from China and
the<00:11:59.889><c> emergence</c><00:12:00.369><c> of</c><00:12:00.519><c> new</c><00:12:00.579><c> interests</c><00:12:01.299><c> from</c>

00:12:01.859 --> 00:12:01.869 align:start position:0%
the emergence of new interests from
 

00:12:01.869 --> 00:12:06.539 align:start position:0%
the emergence of new interests from
South<00:12:02.379><c> Korea</c><00:12:03.089><c> in</c><00:12:04.089><c> the</c><00:12:04.359><c> crypto</c><00:12:04.629><c> scene</c><00:12:05.429><c> so</c><00:12:06.429><c> the</c>

00:12:06.539 --> 00:12:06.549 align:start position:0%
South Korea in the crypto scene so the
 

00:12:06.549 --> 00:12:08.999 align:start position:0%
South Korea in the crypto scene so the
take-home<00:12:06.730><c> points</c><00:12:07.529><c> while</c><00:12:08.529><c> the</c><00:12:08.619><c> United</c><00:12:08.980><c> States</c>

00:12:08.999 --> 00:12:09.009 align:start position:0%
take-home points while the United States
 

00:12:09.009 --> 00:12:12.840 align:start position:0%
take-home points while the United States
still<00:12:09.429><c> is</c><00:12:10.089><c> the</c><00:12:11.129><c> represents</c><00:12:12.129><c> the</c><00:12:12.220><c> largest</c><00:12:12.429><c> user</c>

00:12:12.840 --> 00:12:12.850 align:start position:0%
still is the represents the largest user
 

00:12:12.850 --> 00:12:15.720 align:start position:0%
still is the represents the largest user
base<00:12:13.829><c> China</c><00:12:14.829><c> is</c><00:12:14.980><c> definitely</c><00:12:15.129><c> a</c><00:12:15.399><c> growing</c>

00:12:15.720 --> 00:12:15.730 align:start position:0%
base China is definitely a growing
 

00:12:15.730 --> 00:12:18.689 align:start position:0%
base China is definitely a growing
market<00:12:16.379><c> in</c><00:12:17.379><c> at</c><00:12:17.649><c> least</c><00:12:17.799><c> South</c><00:12:18.160><c> Korea's</c><00:12:18.489><c> a</c><00:12:18.549><c> new</c>

00:12:18.689 --> 00:12:18.699 align:start position:0%
market in at least South Korea's a new
 

00:12:18.699 --> 00:12:22.739 align:start position:0%
market in at least South Korea's a new
player<00:12:18.910><c> on</c><00:12:18.939><c> the</c><00:12:19.029><c> scene</c><00:12:19.889><c> so</c><00:12:20.889><c> by</c><00:12:21.689><c> sort</c><00:12:22.689><c> of</c>

00:12:22.739 --> 00:12:22.749 align:start position:0%
player on the scene so by sort of
 

00:12:22.749 --> 00:12:24.960 align:start position:0%
player on the scene so by sort of
understanding<00:12:23.579><c> where</c><00:12:24.579><c> your</c><00:12:24.699><c> users</c><00:12:24.939><c> are</c>

00:12:24.960 --> 00:12:24.970 align:start position:0%
understanding where your users are
 

00:12:24.970 --> 00:12:27.269 align:start position:0%
understanding where your users are
located<00:12:25.509><c> know</c><00:12:25.809><c> perhaps</c><00:12:26.199><c> as</c><00:12:26.769><c> the</c><00:12:26.919><c> developer</c>

00:12:27.269 --> 00:12:27.279 align:start position:0%
located know perhaps as the developer
 

00:12:27.279 --> 00:12:30.689 align:start position:0%
located know perhaps as the developer
this<00:12:27.399><c> can</c><00:12:27.549><c> help</c><00:12:27.730><c> you</c><00:12:28.799><c> by</c><00:12:29.799><c> deciding</c><00:12:30.369><c> about</c>

00:12:30.689 --> 00:12:30.699 align:start position:0%
this can help you by deciding about
 

00:12:30.699 --> 00:12:32.759 align:start position:0%
this can help you by deciding about
optimizing<00:12:31.209><c> location</c><00:12:31.809><c> of</c><00:12:32.019><c> your</c><00:12:32.049><c> physical</c>

00:12:32.759 --> 00:12:32.769 align:start position:0%
optimizing location of your physical
 

00:12:32.769 --> 00:12:35.280 align:start position:0%
optimizing location of your physical
servers<00:12:33.129><c> or</c><00:12:33.519><c> like</c><00:12:33.999><c> or</c><00:12:34.209><c> even</c><00:12:34.239><c> like</c><00:12:34.809><c> when</c>

00:12:35.280 --> 00:12:35.290 align:start position:0%
servers or like or even like when
 

00:12:35.290 --> 00:12:37.919 align:start position:0%
servers or like or even like when
assigning<00:12:35.529><c> which</c><00:12:36.389><c> languages</c><00:12:37.389><c> you</c><00:12:37.569><c> should</c>

00:12:37.919 --> 00:12:37.929 align:start position:0%
assigning which languages you should
 

00:12:37.929 --> 00:12:43.829 align:start position:0%
assigning which languages you should
support<00:12:38.079><c> for</c><00:12:38.410><c> your</c><00:12:38.529><c> application</c><00:12:42.089><c> so</c><00:12:43.089><c> as</c><00:12:43.360><c> for</c>

00:12:43.829 --> 00:12:43.839 align:start position:0%
support for your application so as for
 

00:12:43.839 --> 00:12:46.379 align:start position:0%
support for your application so as for
the<00:12:43.899><c> age</c><00:12:44.169><c> engendered</c><00:12:44.980><c> user</c><00:12:45.189><c> demographics</c><00:12:45.850><c> our</c>

00:12:46.379 --> 00:12:46.389 align:start position:0%
the age engendered user demographics our
 

00:12:46.389 --> 00:12:49.289 align:start position:0%
the age engendered user demographics our
data<00:12:46.660><c> was</c><00:12:46.959><c> actually</c><00:12:47.199><c> fairly</c><00:12:48.179><c> consistent</c><00:12:49.179><c> of</c>

00:12:49.289 --> 00:12:49.299 align:start position:0%
data was actually fairly consistent of
 

00:12:49.299 --> 00:12:53.279 align:start position:0%
data was actually fairly consistent of
what<00:12:49.480><c> one</c><00:12:50.319><c> might</c><00:12:50.529><c> expect</c><00:12:50.559><c> in</c><00:12:51.100><c> crypto</c><00:12:51.970><c> scene</c><00:12:52.289><c> so</c>

00:12:53.279 --> 00:12:53.289 align:start position:0%
what one might expect in crypto scene so
 

00:12:53.289 --> 00:12:55.289 align:start position:0%
what one might expect in crypto scene so
it's<00:12:53.499><c> still</c><00:12:53.799><c> largely</c><00:12:54.100><c> dominated</c><00:12:54.459><c> by</c><00:12:55.029><c> males</c>

00:12:55.289 --> 00:12:55.299 align:start position:0%
it's still largely dominated by males
 

00:12:55.299 --> 00:12:59.509 align:start position:0%
it's still largely dominated by males
which<00:12:56.110><c> make</c><00:12:56.289><c> up</c><00:12:56.610><c> 92%</c><00:12:57.610><c> of</c><00:12:57.759><c> the</c><00:12:57.879><c> user</c><00:12:58.059><c> base</c><00:12:58.299><c> and</c>

00:12:59.509 --> 00:12:59.519 align:start position:0%
which make up 92% of the user base and
 

00:12:59.519 --> 00:13:04.139 align:start position:0%
which make up 92% of the user base and
on<00:13:00.519><c> which</c><00:13:00.689><c> 50%</c><00:13:01.689><c> of</c><00:13:02.589><c> the</c><00:13:02.829><c> users</c><00:13:03.160><c> belong</c><00:13:03.879><c> to</c><00:13:04.029><c> the</c>

00:13:04.139 --> 00:13:04.149 align:start position:0%
on which 50% of the users belong to the
 

00:13:04.149 --> 00:13:09.169 align:start position:0%
on which 50% of the users belong to the
age<00:13:04.269><c> groups</c><00:13:04.600><c> of</c><00:13:04.839><c> 25</c><00:13:05.829><c> to</c><00:13:06.039><c> 34</c><00:13:06.459><c> years</c><00:13:06.669><c> of</c><00:13:06.759><c> age</c><00:13:07.980><c> and</c>

00:13:09.169 --> 00:13:09.179 align:start position:0%
age groups of 25 to 34 years of age and
 

00:13:09.179 --> 00:13:14.230 align:start position:0%
age groups of 25 to 34 years of age and
females<00:13:10.179><c> only</c><00:13:10.329><c> making</c><00:13:10.539><c> up</c><00:13:10.689><c> 8%</c>

00:13:14.230 --> 00:13:14.240 align:start position:0%
 
 

00:13:14.240 --> 00:13:17.759 align:start position:0%
 
and<00:13:14.449><c> looking</c><00:13:14.689><c> at</c><00:13:14.779><c> the</c><00:13:15.490><c> affinity</c><00:13:16.490><c> in</c><00:13:16.730><c> marker</c><00:13:17.119><c> um</c>

00:13:17.759 --> 00:13:17.769 align:start position:0%
and looking at the affinity in marker um
 

00:13:17.769 --> 00:13:20.499 align:start position:0%
and looking at the affinity in marker um
demographics<00:13:18.769><c> we</c><00:13:19.179><c> generally</c><00:13:20.179><c> see</c><00:13:20.360><c> this</c>

00:13:20.499 --> 00:13:20.509 align:start position:0%
demographics we generally see this
 

00:13:20.509 --> 00:13:23.499 align:start position:0%
demographics we generally see this
coming<00:13:20.929><c> from</c><00:13:21.110><c> users</c><00:13:21.699><c> with</c><00:13:22.699><c> interests</c><00:13:23.420><c> in</c>

00:13:23.499 --> 00:13:23.509 align:start position:0%
coming from users with interests in
 

00:13:23.509 --> 00:13:27.100 align:start position:0%
coming from users with interests in
areas<00:13:23.869><c> of</c><00:13:24.309><c> Technology</c><00:13:25.309><c> and</c><00:13:26.209><c> also</c><00:13:26.809><c> those</c>

00:13:27.100 --> 00:13:27.110 align:start position:0%
areas of Technology and also those
 

00:13:27.110 --> 00:13:30.009 align:start position:0%
areas of Technology and also those
interested<00:13:27.980><c> in</c><00:13:28.329><c> financial</c><00:13:29.329><c> and</c><00:13:29.720><c> investment</c>

00:13:30.009 --> 00:13:30.019 align:start position:0%
interested in financial and investment
 

00:13:30.019 --> 00:13:38.799 align:start position:0%
interested in financial and investment
services<00:13:34.929><c> so</c><00:13:35.929><c> for</c><00:13:35.959><c> the</c><00:13:36.860><c> user</c><00:13:37.480><c> interface</c><00:13:38.480><c> and</c>

00:13:38.799 --> 00:13:38.809 align:start position:0%
services so for the user interface and
 

00:13:38.809 --> 00:13:41.019 align:start position:0%
services so for the user interface and
ethics<00:13:39.290><c> we</c><00:13:39.740><c> look</c><00:13:40.009><c> at</c><00:13:40.129><c> two</c><00:13:40.249><c> data</c><00:13:40.429><c> points</c><00:13:40.519><c> which</c>

00:13:41.019 --> 00:13:41.029 align:start position:0%
ethics we look at two data points which
 

00:13:41.029 --> 00:13:43.629 align:start position:0%
ethics we look at two data points which
is<00:13:41.300><c> the</c><00:13:41.800><c> user</c><00:13:42.800><c> browser</c><00:13:43.129><c> and</c><00:13:43.429><c> screen</c>

00:13:43.629 --> 00:13:43.639 align:start position:0%
is the user browser and screen
 

00:13:43.639 --> 00:13:47.530 align:start position:0%
is the user browser and screen
resolutions<00:13:44.379><c> so</c><00:13:45.379><c> as</c><00:13:46.129><c> for</c><00:13:46.490><c> the</c><00:13:46.790><c> web</c><00:13:47.119><c> browser</c>

00:13:47.530 --> 00:13:47.540 align:start position:0%
resolutions so as for the web browser
 

00:13:47.540 --> 00:13:50.079 align:start position:0%
resolutions so as for the web browser
type<00:13:47.740><c> the</c><00:13:48.740><c> Chrome</c><00:13:49.040><c> browser</c><00:13:49.100><c> represents</c><00:13:49.970><c> the</c>

00:13:50.079 --> 00:13:50.089 align:start position:0%
type the Chrome browser represents the
 

00:13:50.089 --> 00:13:53.470 align:start position:0%
type the Chrome browser represents the
largest<00:13:50.869><c> share</c><00:13:51.050><c> at</c><00:13:51.199><c> 60%</c><00:13:51.639><c> followed</c><00:13:52.639><c> by</c><00:13:52.819><c> the</c>

00:13:53.470 --> 00:13:53.480 align:start position:0%
largest share at 60% followed by the
 

00:13:53.480 --> 00:13:57.730 align:start position:0%
largest share at 60% followed by the
Safari<00:13:53.959><c> and</c><00:13:54.439><c> Firefox</c><00:13:54.949><c> browser</c><00:13:56.439><c> and</c><00:13:57.439><c> as</c><00:13:57.529><c> for</c>

00:13:57.730 --> 00:13:57.740 align:start position:0%
Safari and Firefox browser and as for
 

00:13:57.740 --> 00:14:00.489 align:start position:0%
Safari and Firefox browser and as for
screen<00:13:58.399><c> resolutions</c><00:13:58.939><c> we</c><00:13:59.540><c> normally</c><00:13:59.809><c> see</c><00:13:59.959><c> users</c>

00:14:00.489 --> 00:14:00.499 align:start position:0%
screen resolutions we normally see users
 

00:14:00.499 --> 00:14:02.769 align:start position:0%
screen resolutions we normally see users
interacting<00:14:01.129><c> with</c><00:14:01.279><c> a</c><00:14:01.600><c> larger</c><00:14:02.600><c> screen</c>

00:14:02.769 --> 00:14:02.779 align:start position:0%
interacting with a larger screen
 

00:14:02.779 --> 00:14:04.600 align:start position:0%
interacting with a larger screen
resolutions<00:14:03.470><c> normally</c><00:14:03.829><c> indicating</c><00:14:04.519><c> a</c>

00:14:04.600 --> 00:14:04.610 align:start position:0%
resolutions normally indicating a
 

00:14:04.610 --> 00:14:09.540 align:start position:0%
resolutions normally indicating a
desktop<00:14:05.119><c> or</c><00:14:05.300><c> a</c><00:14:05.509><c> laptop</c><00:14:05.720><c> interface</c><00:14:08.019><c> so</c><00:14:09.019><c> for</c><00:14:09.259><c> the</c>

00:14:09.540 --> 00:14:09.550 align:start position:0%
desktop or a laptop interface so for the
 

00:14:09.550 --> 00:14:11.530 align:start position:0%
desktop or a laptop interface so for the
collaborating<00:14:10.550><c> the</c><00:14:10.639><c> screen</c><00:14:10.910><c> wrestle</c><00:14:11.300><c> and</c>

00:14:11.530 --> 00:14:11.540 align:start position:0%
collaborating the screen wrestle and
 

00:14:11.540 --> 00:14:14.079 align:start position:0%
collaborating the screen wrestle and
ethics<00:14:11.869><c> we</c><00:14:11.990><c> do</c><00:14:12.199><c> indeed</c><00:14:12.470><c> see</c><00:14:12.679><c> that</c><00:14:12.709><c> around</c><00:14:13.339><c> 2/3</c>

00:14:14.079 --> 00:14:14.089 align:start position:0%
ethics we do indeed see that around 2/3
 

00:14:14.089 --> 00:14:16.660 align:start position:0%
ethics we do indeed see that around 2/3
of<00:14:14.119><c> the</c><00:14:14.300><c> users</c><00:14:14.600><c> are</c><00:14:14.839><c> indeed</c><00:14:15.259><c> using</c><00:14:15.559><c> a</c><00:14:16.069><c> desktop</c>

00:14:16.660 --> 00:14:16.670 align:start position:0%
of the users are indeed using a desktop
 

00:14:16.670 --> 00:14:19.239 align:start position:0%
of the users are indeed using a desktop
interface<00:14:17.269><c> and</c><00:14:17.839><c> around</c><00:14:18.259><c> 20%</c><00:14:18.559><c> of</c><00:14:18.889><c> remaining</c>

00:14:19.239 --> 00:14:19.249 align:start position:0%
interface and around 20% of remaining
 

00:14:19.249 --> 00:14:23.400 align:start position:0%
interface and around 20% of remaining
users<00:14:19.519><c> using</c><00:14:19.730><c> a</c><00:14:19.879><c> mobile</c><00:14:20.089><c> interface</c><00:14:22.209><c> for</c><00:14:23.209><c> the</c>

00:14:23.400 --> 00:14:23.410 align:start position:0%
users using a mobile interface for the
 

00:14:23.410 --> 00:14:26.470 align:start position:0%
users using a mobile interface for the
opening<00:14:24.410><c> systems</c><00:14:24.740><c> break</c><00:14:25.399><c> down</c><00:14:25.459><c> we</c><00:14:26.089><c> see</c><00:14:26.269><c> that</c>

00:14:26.470 --> 00:14:26.480 align:start position:0%
opening systems break down we see that
 

00:14:26.480 --> 00:14:31.090 align:start position:0%
opening systems break down we see that
around<00:14:26.869><c> half</c><00:14:27.350><c> the</c><00:14:27.589><c> users</c><00:14:27.980><c> or</c><00:14:28.249><c> 50%</c><00:14:29.889><c> using</c><00:14:30.889><c> the</c>

00:14:31.090 --> 00:14:31.100 align:start position:0%
around half the users or 50% using the
 

00:14:31.100 --> 00:14:33.759 align:start position:0%
around half the users or 50% using the
Windows<00:14:31.519><c> operating</c><00:14:31.759><c> system</c><00:14:32.619><c> followed</c><00:14:33.619><c> by</c>

00:14:33.759 --> 00:14:33.769 align:start position:0%
Windows operating system followed by
 

00:14:33.769 --> 00:14:38.679 align:start position:0%
Windows operating system followed by
Android<00:14:34.809><c> iOS</c><00:14:35.809><c> and</c><00:14:36.490><c> Macintosh</c><00:14:37.519><c> in</c><00:14:37.819><c> similar</c>

00:14:38.679 --> 00:14:38.689 align:start position:0%
Android iOS and Macintosh in similar
 

00:14:38.689 --> 00:14:42.280 align:start position:0%
Android iOS and Macintosh in similar
proportions<00:14:39.610><c> Linux</c><00:14:40.610><c> users</c><00:14:41.059><c> only</c><00:14:41.839><c> represent</c>

00:14:42.280 --> 00:14:42.290 align:start position:0%
proportions Linux users only represent
 

00:14:42.290 --> 00:14:47.139 align:start position:0%
proportions Linux users only represent
3%<00:14:42.799><c> of</c><00:14:43.069><c> the</c><00:14:43.189><c> user</c><00:14:43.339><c> base</c><00:14:45.429><c> so</c><00:14:46.429><c> further</c><00:14:46.639><c> diving</c><00:14:47.029><c> to</c>

00:14:47.139 --> 00:14:47.149 align:start position:0%
3% of the user base so further diving to
 

00:14:47.149 --> 00:14:49.030 align:start position:0%
3% of the user base so further diving to
a<00:14:47.179><c> mobile</c><00:14:47.569><c> device</c><00:14:47.600><c> background</c><00:14:48.319><c> we</c><00:14:48.559><c> see</c><00:14:48.769><c> that</c>

00:14:49.030 --> 00:14:49.040 align:start position:0%
a mobile device background we see that
 

00:14:49.040 --> 00:14:52.869 align:start position:0%
a mobile device background we see that
as<00:14:49.279><c> a</c><00:14:49.699><c> single</c><00:14:50.660><c> device</c><00:14:50.959><c> type</c><00:14:51.319><c> the</c><00:14:52.069><c> Apple</c><00:14:52.670><c> iPhone</c>

00:14:52.869 --> 00:14:52.879 align:start position:0%
as a single device type the Apple iPhone
 

00:14:52.879 --> 00:14:54.660 align:start position:0%
as a single device type the Apple iPhone
commands<00:14:53.569><c> the</c><00:14:53.720><c> largest</c><00:14:54.230><c> market</c><00:14:54.559><c> share</c>

00:14:54.660 --> 00:14:54.670 align:start position:0%
commands the largest market share
 

00:14:54.670 --> 00:14:57.879 align:start position:0%
commands the largest market share
followed<00:14:55.670><c> at</c><00:14:56.059><c> 40</c><00:14:56.420><c> percent</c><00:14:56.569><c> followed</c><00:14:57.290><c> by</c><00:14:57.319><c> the</c>

00:14:57.879 --> 00:14:57.889 align:start position:0%
followed at 40 percent followed by the
 

00:14:57.889 --> 00:15:03.100 align:start position:0%
followed at 40 percent followed by the
Apple<00:14:58.129><c> iPad</c><00:14:58.429><c> and</c><00:14:58.670><c> Samsung</c><00:14:59.660><c> Galaxy</c><00:15:00.019><c> phones</c><00:15:02.110><c> all</c>

00:15:03.100 --> 00:15:03.110 align:start position:0%
Apple iPad and Samsung Galaxy phones all
 

00:15:03.110 --> 00:15:05.100 align:start position:0%
Apple iPad and Samsung Galaxy phones all
right<00:15:03.290><c> so</c><00:15:03.499><c> looking</c><00:15:03.949><c> at</c><00:15:04.100><c> the</c><00:15:04.369><c> previous</c>

00:15:05.100 --> 00:15:05.110 align:start position:0%
right so looking at the previous
 

00:15:05.110 --> 00:15:11.619 align:start position:0%
right so looking at the previous
analytics<00:15:06.110><c> data</c><00:15:08.290><c> our</c><00:15:09.369><c> derive</c><00:15:10.369><c> a</c><00:15:10.759><c> theorem</c><00:15:11.329><c> user</c>

00:15:11.619 --> 00:15:11.629 align:start position:0%
analytics data our derive a theorem user
 

00:15:11.629 --> 00:15:15.999 align:start position:0%
analytics data our derive a theorem user
would<00:15:12.079><c> most</c><00:15:12.290><c> likely</c><00:15:13.990><c> be</c><00:15:14.990><c> a</c><00:15:15.019><c> meal</c><00:15:15.350><c> from</c><00:15:15.889><c> the</c>

00:15:15.999 --> 00:15:16.009 align:start position:0%
would most likely be a meal from the
 

00:15:16.009 --> 00:15:18.269 align:start position:0%
would most likely be a meal from the
ages<00:15:16.309><c> of</c><00:15:16.339><c> 25</c><00:15:17.059><c> to</c><00:15:17.389><c> 34</c>

00:15:18.269 --> 00:15:18.279 align:start position:0%
ages of 25 to 34
 

00:15:18.279 --> 00:15:22.139 align:start position:0%
ages of 25 to 34
located<00:15:19.279><c> in</c><00:15:19.429><c> the</c><00:15:19.999><c> US</c><00:15:20.360><c> China</c><00:15:20.869><c> or</c><00:15:21.230><c> Russia</c>

00:15:22.139 --> 00:15:22.149 align:start position:0%
located in the US China or Russia
 

00:15:22.149 --> 00:15:26.259 align:start position:0%
located in the US China or Russia
generally<00:15:23.149><c> tech</c><00:15:23.480><c> oriented</c><00:15:23.720><c> interests</c><00:15:25.269><c> and</c>

00:15:26.259 --> 00:15:26.269 align:start position:0%
generally tech oriented interests and
 

00:15:26.269 --> 00:15:28.060 align:start position:0%
generally tech oriented interests and
with<00:15:26.689><c> financial</c><00:15:27.410><c> services</c>

00:15:28.060 --> 00:15:28.070 align:start position:0%
with financial services
 

00:15:28.070 --> 00:15:31.390 align:start position:0%
with financial services
and<00:15:28.670><c> uses</c><00:15:29.030><c> a</c><00:15:29.270><c> windows-based</c><00:15:29.930><c> PC</c><00:15:30.710><c> and</c><00:15:30.950><c> Chrome</c>

00:15:31.390 --> 00:15:31.400 align:start position:0%
and uses a windows-based PC and Chrome
 

00:15:31.400 --> 00:15:34.090 align:start position:0%
and uses a windows-based PC and Chrome
as<00:15:31.640><c> the</c><00:15:31.850><c> primary</c><00:15:32.300><c> browser</c><00:15:32.510><c> and</c><00:15:33.140><c> you</c><00:15:33.950><c> all</c>

00:15:34.090 --> 00:15:34.100 align:start position:0%
as the primary browser and you all
 

00:15:34.100 --> 00:15:37.150 align:start position:0%
as the primary browser and you all
likelihood<00:15:34.520><c> either</c><00:15:34.880><c> owns</c><00:15:35.240><c> an</c><00:15:36.170><c> Apple</c><00:15:37.010><c> iPhone</c>

00:15:37.150 --> 00:15:37.160 align:start position:0%
likelihood either owns an Apple iPhone
 

00:15:37.160 --> 00:15:46.860 align:start position:0%
likelihood either owns an Apple iPhone
or<00:15:37.580><c> a</c><00:15:37.640><c> Samsung</c><00:15:38.330><c> mobile</c><00:15:38.570><c> device</c><00:15:44.920><c> okay</c><00:15:45.920><c> so</c><00:15:45.980><c> uh</c>

00:15:46.860 --> 00:15:46.870 align:start position:0%
or a Samsung mobile device okay so uh
 

00:15:46.870 --> 00:15:52.290 align:start position:0%
or a Samsung mobile device okay so uh
summing<00:15:47.870><c> up</c><00:15:47.990><c> so</c><00:15:48.290><c> where</c><00:15:48.440><c> are</c><00:15:48.530><c> we</c><00:15:48.560><c> today</c><00:15:50.470><c> we</c>

00:15:52.290 --> 00:15:52.300 align:start position:0%
summing up so where are we today we
 

00:15:52.300 --> 00:15:54.700 align:start position:0%
summing up so where are we today we
generally<00:15:53.300><c> feel</c><00:15:53.480><c> that</c><00:15:53.660><c> we</c><00:15:53.810><c> are</c><00:15:53.840><c> definitely</c>

00:15:54.700 --> 00:15:54.710 align:start position:0%
generally feel that we are definitely
 

00:15:54.710 --> 00:15:57.010 align:start position:0%
generally feel that we are definitely
very<00:15:54.890><c> early</c><00:15:55.400><c> stages</c><00:15:55.730><c> of</c><00:15:56.090><c> the</c><00:15:56.330><c> technology</c><00:15:56.840><c> and</c>

00:15:57.010 --> 00:15:57.020 align:start position:0%
very early stages of the technology and
 

00:15:57.020 --> 00:15:58.380 align:start position:0%
very early stages of the technology and
its<00:15:57.680><c> potential</c>

00:15:58.380 --> 00:15:58.390 align:start position:0%
its potential
 

00:15:58.390 --> 00:16:01.000 align:start position:0%
its potential
however<00:15:59.390><c> with</c><00:15:59.600><c> like</c><00:15:59.900><c> like</c><00:16:00.260><c> past</c><00:16:00.530><c> that</c><00:16:00.710><c> first</c>

00:16:01.000 --> 00:16:01.010 align:start position:0%
however with like like past that first
 

00:16:01.010 --> 00:16:04.630 align:start position:0%
however with like like past that first
wave<00:16:01.340><c> of</c><00:16:01.370><c> like</c><00:16:01.880><c> any</c><00:16:02.530><c> pure</c><00:16:03.590><c> early</c><00:16:03.890><c> adopters</c><00:16:04.340><c> or</c>

00:16:04.630 --> 00:16:04.640 align:start position:0%
wave of like any pure early adopters or
 

00:16:04.640 --> 00:16:06.520 align:start position:0%
wave of like any pure early adopters or
software<00:16:05.240><c> developers</c><00:16:05.690><c> or</c><00:16:05.900><c> like</c><00:16:06.110><c> hardcore</c>

00:16:06.520 --> 00:16:06.530 align:start position:0%
software developers or like hardcore
 

00:16:06.530 --> 00:16:09.090 align:start position:0%
software developers or like hardcore
techie<00:16:07.130><c> users</c><00:16:07.460><c> and</c><00:16:08.210><c> what</c><00:16:08.390><c> we're</c><00:16:08.540><c> seeing</c><00:16:08.720><c> now</c>

00:16:09.090 --> 00:16:09.100 align:start position:0%
techie users and what we're seeing now
 

00:16:09.100 --> 00:16:12.670 align:start position:0%
techie users and what we're seeing now
more<00:16:10.100><c> regular</c><00:16:10.550><c> users</c><00:16:10.940><c> so</c><00:16:11.930><c> in</c><00:16:12.080><c> large</c><00:16:12.320><c> part</c><00:16:12.590><c> we</c>

00:16:12.670 --> 00:16:12.680 align:start position:0%
more regular users so in large part we
 

00:16:12.680 --> 00:16:15.040 align:start position:0%
more regular users so in large part we
believe<00:16:12.890><c> this</c><00:16:13.070><c> is</c><00:16:13.250><c> perhaps</c><00:16:13.940><c> due</c><00:16:14.720><c> to</c><00:16:14.780><c> the</c>

00:16:15.040 --> 00:16:15.050 align:start position:0%
believe this is perhaps due to the
 

00:16:15.050 --> 00:16:17.140 align:start position:0%
believe this is perhaps due to the
recent<00:16:15.860><c> popularity</c><00:16:16.010><c> of</c><00:16:16.430><c> icos</c>

00:16:17.140 --> 00:16:17.150 align:start position:0%
recent popularity of icos
 

00:16:17.150 --> 00:16:20.050 align:start position:0%
recent popularity of icos
well<00:16:17.960><c> really</c><00:16:18.320><c> getting</c><00:16:18.590><c> a</c><00:16:18.650><c> lot</c><00:16:18.800><c> of</c><00:16:18.830><c> users</c><00:16:19.280><c> who</c>

00:16:20.050 --> 00:16:20.060 align:start position:0%
well really getting a lot of users who
 

00:16:20.060 --> 00:16:21.880 align:start position:0%
well really getting a lot of users who
don't<00:16:20.510><c> really</c><00:16:20.900><c> understand</c><00:16:21.260><c> what</c><00:16:21.440><c> blocked</c><00:16:21.740><c> in</c>

00:16:21.880 --> 00:16:21.890 align:start position:0%
don't really understand what blocked in
 

00:16:21.890 --> 00:16:24.610 align:start position:0%
don't really understand what blocked in
technologies<00:16:22.370><c> but</c><00:16:22.970><c> I</c><00:16:23.210><c> need</c><00:16:23.510><c> for</c><00:16:23.750><c> speculative</c>

00:16:24.610 --> 00:16:24.620 align:start position:0%
technologies but I need for speculative
 

00:16:24.620 --> 00:16:29.260 align:start position:0%
technologies but I need for speculative
investment<00:16:25.100><c> reasons</c><00:16:27.010><c> which</c><00:16:28.010><c> is</c><00:16:28.220><c> why</c><00:16:28.400><c> during</c>

00:16:29.260 --> 00:16:29.270 align:start position:0%
investment reasons which is why during
 

00:16:29.270 --> 00:16:31.720 align:start position:0%
investment reasons which is why during
this<00:16:29.360><c> stage</c><00:16:29.600><c> onboarding</c><00:16:30.440><c> and</c><00:16:30.650><c> user</c><00:16:31.580><c> education</c>

00:16:31.720 --> 00:16:31.730 align:start position:0%
this stage onboarding and user education
 

00:16:31.730 --> 00:16:33.610 align:start position:0%
this stage onboarding and user education
is<00:16:32.240><c> extremely</c><00:16:32.420><c> important</c><00:16:33.260><c> if</c><00:16:33.350><c> you</c><00:16:33.410><c> want</c><00:16:33.440><c> to</c>

00:16:33.610 --> 00:16:33.620 align:start position:0%
is extremely important if you want to
 

00:16:33.620 --> 00:16:36.480 align:start position:0%
is extremely important if you want to
continue<00:16:34.400><c> growing</c><00:16:34.490><c> the</c><00:16:34.730><c> ecosystem</c><00:16:35.300><c> so</c>

00:16:36.480 --> 00:16:36.490 align:start position:0%
continue growing the ecosystem so
 

00:16:36.490 --> 00:16:39.550 align:start position:0%
continue growing the ecosystem so
onboarding<00:16:37.490><c> regular</c><00:16:38.000><c> users</c><00:16:38.440><c> onto</c><00:16:39.440><c> the</c>

00:16:39.550 --> 00:16:39.560 align:start position:0%
onboarding regular users onto the
 

00:16:39.560 --> 00:16:42.600 align:start position:0%
onboarding regular users onto the
platform<00:16:40.070><c> through</c><00:16:40.400><c> better</c><00:16:40.790><c> user</c><00:16:41.090><c> interfaces</c>

00:16:42.600 --> 00:16:42.610 align:start position:0%
platform through better user interfaces
 

00:16:42.610 --> 00:16:45.310 align:start position:0%
platform through better user interfaces
education<00:16:43.610><c> and</c><00:16:44.150><c> while</c><00:16:44.300><c> providing</c><00:16:44.630><c> a</c><00:16:44.990><c> secure</c>

00:16:45.310 --> 00:16:45.320 align:start position:0%
education and while providing a secure
 

00:16:45.320 --> 00:16:50.710 align:start position:0%
education and while providing a secure
user<00:16:45.830><c> experience</c><00:16:46.280><c> is</c><00:16:46.460><c> critical</c><00:16:49.330><c> at</c><00:16:50.330><c> the</c><00:16:50.540><c> same</c>

00:16:50.710 --> 00:16:50.720 align:start position:0%
user experience is critical at the same
 

00:16:50.720 --> 00:16:54.220 align:start position:0%
user experience is critical at the same
time<00:16:51.040><c> we</c><00:16:52.040><c> are</c><00:16:52.670><c> actually</c><00:16:52.970><c> extremely</c><00:16:53.690><c> excited</c>

00:16:54.220 --> 00:16:54.230 align:start position:0%
time we are actually extremely excited
 

00:16:54.230 --> 00:16:57.130 align:start position:0%
time we are actually extremely excited
because<00:16:54.260><c> we</c><00:16:54.650><c> sort</c><00:16:55.040><c> of</c><00:16:55.160><c> can</c><00:16:55.700><c> see</c><00:16:55.970><c> the</c><00:16:56.020><c> pieces</c><00:16:57.020><c> of</c>

00:16:57.130 --> 00:16:57.140 align:start position:0%
because we sort of can see the pieces of
 

00:16:57.140 --> 00:17:00.130 align:start position:0%
because we sort of can see the pieces of
the<00:16:57.200><c> puzzle</c><00:16:57.320><c> coming</c><00:16:57.680><c> together</c><00:16:58.720><c> the</c><00:16:59.720><c> etherion</c>

00:17:00.130 --> 00:17:00.140 align:start position:0%
the puzzle coming together the etherion
 

00:17:00.140 --> 00:17:02.410 align:start position:0%
the puzzle coming together the etherion
protocol<00:17:00.590><c> continues</c><00:17:01.310><c> to</c><00:17:01.640><c> be</c><00:17:01.790><c> further</c>

00:17:02.410 --> 00:17:02.420 align:start position:0%
protocol continues to be further
 

00:17:02.420 --> 00:17:04.800 align:start position:0%
protocol continues to be further
developed<00:17:02.990><c> at</c><00:17:03.110><c> a</c><00:17:03.140><c> rapid</c><00:17:03.620><c> pace</c>

00:17:04.800 --> 00:17:04.810 align:start position:0%
developed at a rapid pace
 

00:17:04.810 --> 00:17:09.550 align:start position:0%
developed at a rapid pace
things<00:17:05.810><c> like</c><00:17:06.939><c> ens</c><00:17:07.939><c> ETA</c><00:17:08.329><c> Observatory</c><00:17:09.170><c> in</c><00:17:09.320><c> place</c>

00:17:09.550 --> 00:17:09.560 align:start position:0%
things like ens ETA Observatory in place
 

00:17:09.560 --> 00:17:14.110 align:start position:0%
things like ens ETA Observatory in place
today<00:17:09.740><c> and</c><00:17:09.949><c> in</c><00:17:10.280><c> use</c><00:17:10.550><c> and</c><00:17:11.329><c> then</c><00:17:12.100><c> both</c><00:17:13.120><c> response</c>

00:17:14.110 --> 00:17:14.120 align:start position:0%
today and in use and then both response
 

00:17:14.120 --> 00:17:16.390 align:start position:0%
today and in use and then both response
wom<00:17:14.449><c> will</c><00:17:14.750><c> fill</c><00:17:15.020><c> the</c><00:17:15.230><c> remaining</c><00:17:15.980><c> pieces</c><00:17:16.189><c> of</c>

00:17:16.390 --> 00:17:16.400 align:start position:0%
wom will fill the remaining pieces of
 

00:17:16.400 --> 00:17:18.130 align:start position:0%
wom will fill the remaining pieces of
storage<00:17:16.730><c> and</c><00:17:16.970><c> communication</c><00:17:17.209><c> to</c><00:17:17.810><c> form</c><00:17:18.020><c> the</c>

00:17:18.130 --> 00:17:18.140 align:start position:0%
storage and communication to form the
 

00:17:18.140 --> 00:17:22.240 align:start position:0%
storage and communication to form the
next<00:17:18.439><c> distributed</c><00:17:18.890><c> web</c><00:17:18.980><c> built</c><00:17:19.250><c> on</c><00:17:19.430><c> interim</c><00:17:21.250><c> so</c>

00:17:22.240 --> 00:17:22.250 align:start position:0%
next distributed web built on interim so
 

00:17:22.250 --> 00:17:24.370 align:start position:0%
next distributed web built on interim so
an<00:17:22.579><c> ether</c><00:17:22.820><c> scan</c><00:17:23.120><c> will</c><00:17:23.300><c> do</c><00:17:23.510><c> what</c><00:17:24.079><c> we've</c><00:17:24.290><c> always</c>

00:17:24.370 --> 00:17:24.380 align:start position:0%
an ether scan will do what we've always
 

00:17:24.380 --> 00:17:26.500 align:start position:0%
an ether scan will do what we've always
done<00:17:24.560><c> which</c><00:17:25.010><c> is</c><00:17:25.160><c> actually</c><00:17:25.520><c> which</c><00:17:25.820><c> is</c><00:17:25.850><c> to</c>

00:17:26.500 --> 00:17:26.510 align:start position:0%
done which is actually which is to
 

00:17:26.510 --> 00:17:28.960 align:start position:0%
done which is actually which is to
continue<00:17:27.110><c> to</c><00:17:27.140><c> push</c><00:17:27.410><c> forward</c><00:17:27.790><c> at</c><00:17:28.790><c> the</c>

00:17:28.960 --> 00:17:28.970 align:start position:0%
continue to push forward at the
 

00:17:28.970 --> 00:17:33.160 align:start position:0%
continue to push forward at the
background<00:17:30.250><c> while</c><00:17:31.250><c> continuing</c><00:17:32.090><c> to</c><00:17:32.330><c> expand</c>

00:17:33.160 --> 00:17:33.170 align:start position:0%
background while continuing to expand
 

00:17:33.170 --> 00:17:35.530 align:start position:0%
background while continuing to expand
our<00:17:33.350><c> search</c><00:17:33.620><c> for</c><00:17:33.830><c> content</c><00:17:34.280><c> for</c><00:17:34.540><c> distributed</c>

00:17:35.530 --> 00:17:35.540 align:start position:0%
our search for content for distributed
 

00:17:35.540 --> 00:17:40.030 align:start position:0%
our search for content for distributed
protocols<00:17:36.940><c> ladies</c><00:17:37.940><c> and</c><00:17:38.060><c> gentlemen</c><00:17:38.980><c> thank</c><00:17:39.980><c> you</c>

00:17:40.030 --> 00:17:40.040 align:start position:0%
protocols ladies and gentlemen thank you
 

00:17:40.040 --> 00:17:52.620 align:start position:0%
protocols ladies and gentlemen thank you
for<00:17:40.100><c> exploring</c><00:17:40.490><c> the</c><00:17:40.700><c> interlocutors</c>

00:17:52.620 --> 00:17:52.630 align:start position:0%
 
 

00:17:52.630 --> 00:18:00.209 align:start position:0%
 
[Music]

