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okay<00:00:10.240><c> hey</c><00:00:10.400><c> everybody</c><00:00:11.160><c> uh</c><00:00:11.400><c> so</c><00:00:11.960><c> I'm</c><00:00:12.080><c> going</c><00:00:12.240><c> to</c>

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okay hey everybody uh so I'm going to
 

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okay hey everybody uh so I'm going to
talk<00:00:12.480><c> about</c><00:00:12.639><c> oracles</c><00:00:13.040><c> for</c><00:00:13.200><c> number</c><00:00:13.519><c> values</c><00:00:14.040><c> uh</c>

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talk about oracles for number values uh
 

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talk about oracles for number values uh
my<00:00:14.240><c> name</c><00:00:14.400><c> is</c><00:00:14.519><c> William</c><00:00:14.879><c> George</c><00:00:15.440><c> I</c><00:00:15.519><c> work</c><00:00:15.679><c> for</c><00:00:15.839><c> the</c>

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my name is William George I work for the
 

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my name is William George I work for the
claros<00:00:16.640><c> Cooperative</c><00:00:17.640><c> uh</c><00:00:18.240><c> so</c><00:00:19.240><c> what</c><00:00:19.359><c> do</c><00:00:19.520><c> I</c><00:00:19.920><c> what</c>

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claros Cooperative uh so what do I what
 

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claros Cooperative uh so what do I what
what's<00:00:20.400><c> like</c><00:00:20.720><c> what</c><00:00:20.800><c> are</c><00:00:20.920><c> we</c><00:00:21.160><c> gonna</c><00:00:21.439><c> what's</c><00:00:21.600><c> the</c>

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what's like what are we gonna what's the
 

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what's like what are we gonna what's the
goal<00:00:21.960><c> here</c><00:00:22.359><c> like</c><00:00:22.560><c> the</c><00:00:22.800><c> district</c><00:00:23.160><c> called</c><00:00:23.320><c> the</c>

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goal here like the district called the
 

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goal here like the district called the
basic<00:00:23.760><c> blockchain</c><00:00:24.240><c> Oracle</c><00:00:24.640><c> problem</c><00:00:25.160><c> you</c>

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basic blockchain Oracle problem you
 

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basic blockchain Oracle problem you
probably<00:00:25.519><c> all</c><00:00:25.640><c> heard</c><00:00:25.800><c> about</c><00:00:26.039><c> many</c><00:00:26.240><c> times</c><00:00:26.920><c> uh</c>

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probably all heard about many times uh
 

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probably all heard about many times uh
blockchains<00:00:27.480><c> don't</c><00:00:27.640><c> have</c><00:00:27.840><c> access</c><00:00:28.080><c> to</c>

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blockchains don't have access to
 

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blockchains don't have access to
information<00:00:28.720><c> about</c><00:00:28.920><c> the</c><00:00:29.000><c> offchain</c><00:00:29.439><c> world</c><00:00:29.759><c> if</c>

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information about the offchain world if
 

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information about the offchain world if
you<00:00:30.039><c> want</c><00:00:30.160><c> them</c><00:00:30.240><c> to</c><00:00:30.320><c> know</c><00:00:30.400><c> something</c><00:00:30.560><c> about</c>

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you want them to know something about
 

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you want them to know something about
the<00:00:31.199><c> you</c><00:00:31.279><c> have</c><00:00:31.359><c> to</c><00:00:31.519><c> tell</c><00:00:31.720><c> them</c><00:00:31.920><c> that</c>

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the you have to tell them that
 

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the you have to tell them that
information<00:00:33.200><c> uh</c><00:00:33.320><c> a</c><00:00:33.480><c> classic</c><00:00:33.840><c> example</c><00:00:34.120><c> is</c><00:00:34.239><c> you</c>

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information uh a classic example is you
 

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information uh a classic example is you
might<00:00:34.480><c> want</c><00:00:34.920><c> an</c><00:00:35.040><c> oracle</c><00:00:35.440><c> for</c><00:00:35.760><c> for</c><00:00:36.000><c> prices</c><00:00:36.360><c> of</c>

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might want an oracle for for prices of
 

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might want an oracle for for prices of
Def<00:00:37.120><c> of</c><00:00:37.480><c> of</c><00:00:37.760><c> like</c><00:00:38.079><c> assets</c><00:00:38.520><c> for</c><00:00:38.640><c> defi</c><00:00:39.360><c> contracts</c>

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Def of of like assets for defi contracts
 

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Def of of like assets for defi contracts
uh<00:00:40.600><c> you</c><00:00:40.719><c> might</c><00:00:41.160><c> want</c><00:00:41.480><c> other</c><00:00:41.920><c> kinds</c><00:00:42.280><c> of</c><00:00:43.280><c> uh</c>

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uh you might want other kinds of uh
 

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uh you might want other kinds of uh
mechanisms<00:00:43.879><c> to</c><00:00:43.960><c> bring</c><00:00:44.160><c> offchain</c><00:00:44.520><c> information</c>

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mechanisms to bring offchain information
 

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mechanisms to bring offchain information
onto<00:00:45.000><c> the</c><00:00:45.120><c> chain</c><00:00:45.399><c> maybe</c><00:00:45.640><c> the</c><00:00:45.719><c> amount</c><00:00:45.879><c> of</c>

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onto the chain maybe the amount of
 

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onto the chain maybe the amount of
rainfall<00:00:46.360><c> on</c><00:00:46.480><c> some</c><00:00:46.600><c> given</c><00:00:46.840><c> location</c><00:00:47.360><c> for</c><00:00:47.559><c> some</c>

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rainfall on some given location for some
 

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rainfall on some given location for some
Farm<00:00:48.000><c> insurance</c><00:00:48.399><c> contract</c><00:00:49.000><c> the</c><00:00:49.120><c> mechanism</c>

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Farm insurance contract the mechanism
 

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Farm insurance contract the mechanism
used<00:00:49.719><c> to</c><00:00:49.800><c> do</c><00:00:49.960><c> this</c><00:00:50.079><c> is</c><00:00:50.199><c> called</c><00:00:50.360><c> an</c><00:00:50.760><c> oracle</c><00:00:51.760><c> uh</c>

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used to do this is called an oracle uh
 

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used to do this is called an oracle uh
and<00:00:52.520><c> uh</c><00:00:52.840><c> sometimes</c><00:00:53.199><c> the</c><00:00:53.520><c> thing</c><00:00:53.719><c> you</c><00:00:53.960><c> want</c><00:00:54.160><c> the</c>

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and uh sometimes the thing you want the
 

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and uh sometimes the thing you want the
Oracle<00:00:54.559><c> to</c><00:00:54.640><c> Output</c><00:00:54.920><c> is</c><00:00:55.000><c> a</c><00:00:55.120><c> number</c><00:00:55.640><c> often</c><00:00:56.320><c> in</c>

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Oracle to Output is a number often in
 

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Oracle to Output is a number often in
the<00:00:56.480><c> case</c><00:00:56.600><c> of</c><00:00:56.719><c> price</c><00:00:57.160><c> oracles</c><00:00:58.160><c> uh</c><00:00:58.399><c> just</c><00:00:58.480><c> to</c>

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the case of price oracles uh just to
 

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the case of price oracles uh just to
give<00:00:58.719><c> a</c><00:00:58.840><c> bit</c><00:00:58.960><c> of</c><00:00:59.120><c> my</c><00:00:59.280><c> motivation</c><00:01:00.039><c> like</c><00:01:00.160><c> sort</c><00:01:00.280><c> of</c>

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give a bit of my motivation like sort of
 

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give a bit of my motivation like sort of
how<00:01:00.840><c> and</c><00:01:01.039><c> why</c><00:01:01.239><c> I'm</c><00:01:01.359><c> thinking</c><00:01:01.600><c> about</c><00:01:01.840><c> this</c>

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how and why I'm thinking about this
 

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how and why I'm thinking about this
problem<00:01:03.079><c> so</c><00:01:03.199><c> for</c><00:01:03.359><c> those</c><00:01:03.480><c> of</c><00:01:03.559><c> you</c><00:01:03.640><c> who</c><00:01:03.760><c> aren't</c>

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problem so for those of you who aren't
 

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problem so for those of you who aren't
familiar<00:01:04.360><c> claros</c><00:01:04.799><c> is</c><00:01:04.920><c> a</c><00:01:05.080><c> blockchainbased</c>

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familiar claros is a blockchainbased
 

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familiar claros is a blockchainbased
dispute<00:01:06.040><c> resolution</c><00:01:06.560><c> platform</c><00:01:07.439><c> imagine</c>

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dispute resolution platform imagine
 

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dispute resolution platform imagine
Alice<00:01:08.680><c> the</c><00:01:08.799><c> small</c><00:01:09.040><c> business</c><00:01:09.280><c> owner</c><00:01:09.560><c> hires</c><00:01:09.920><c> Bob</c>

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Alice the small business owner hires Bob
 

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Alice the small business owner hires Bob
as<00:01:10.280><c> the</c><00:01:10.560><c> freelancer</c><00:01:11.560><c> uh</c><00:01:11.640><c> to</c><00:01:12.240><c> provide</c><00:01:12.520><c> her</c><00:01:12.640><c> some</c>

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as the freelancer uh to provide her some
 

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as the freelancer uh to provide her some
service<00:01:13.240><c> build</c><00:01:13.439><c> her</c><00:01:13.640><c> website</c><00:01:14.080><c> whatever</c><00:01:14.680><c> she</c>

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service build her website whatever she
 

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service build her website whatever she
puts<00:01:15.119><c> Bob's</c><00:01:15.439><c> payment</c><00:01:15.720><c> in</c><00:01:15.960><c> some</c><00:01:16.200><c> smart</c>

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puts Bob's payment in some smart
 

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puts Bob's payment in some smart
contract<00:01:16.880><c> escrow</c><00:01:17.799><c> and</c><00:01:17.880><c> if</c><00:01:18.000><c> Alice</c><00:01:18.240><c> is</c><00:01:18.360><c> happy</c>

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contract escrow and if Alice is happy
 

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contract escrow and if Alice is happy
with<00:01:18.600><c> Bob's</c><00:01:18.799><c> work</c><00:01:18.960><c> she</c><00:01:19.040><c> just</c><00:01:19.159><c> clicks</c><00:01:19.360><c> a</c><00:01:19.439><c> button</c>

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with Bob's work she just clicks a button
 

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with Bob's work she just clicks a button
and<00:01:19.720><c> it's</c><00:01:19.840><c> released</c><00:01:20.240><c> if</c><00:01:20.360><c> Alice</c><00:01:20.680><c> is</c><00:01:20.880><c> unhappy</c><00:01:21.880><c> uh</c>

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and it's released if Alice is unhappy uh
 

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and it's released if Alice is unhappy uh
then<00:01:22.479><c> she</c><00:01:23.479><c> raises</c><00:01:23.840><c> a</c><00:01:24.040><c> dispute</c><00:01:24.520><c> that</c><00:01:24.600><c> means</c>

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then she raises a dispute that means
 

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then she raises a dispute that means
that<00:01:25.000><c> there's</c><00:01:25.759><c> like</c><00:01:26.000><c> some</c><00:01:26.360><c> crowd</c><00:01:26.640><c> of</c><00:01:26.759><c> users</c><00:01:27.040><c> of</c>

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that there's like some crowd of users of
 

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that there's like some crowd of users of
the<00:01:27.240><c> Claris</c><00:01:27.640><c> platform</c><00:01:28.640><c> a</c><00:01:28.720><c> few</c><00:01:28.920><c> of</c><00:01:29.000><c> whom</c><00:01:29.159><c> are</c>

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the Claris platform a few of whom are
 

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the Claris platform a few of whom are
drawn<00:01:29.600><c> and</c><00:01:29.680><c> they</c><00:01:29.920><c> decide</c><00:01:30.200><c> who</c><00:01:30.320><c> is</c><00:01:30.520><c> right</c><00:01:31.439><c> uh</c>

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drawn and they decide who is right uh
 

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drawn and they decide who is right uh
and<00:01:32.240><c> the</c><00:01:32.920><c> right</c><00:01:33.280><c> answer</c><00:01:33.680><c> to</c><00:01:33.960><c> this</c><00:01:34.159><c> dispute</c><00:01:34.520><c> the</c>

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and the right answer to this dispute the
 

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and the right answer to this dispute the
correct<00:01:35.000><c> resolution</c><00:01:36.000><c> uh</c><00:01:36.200><c> may</c><00:01:36.360><c> be</c><00:01:36.560><c> a</c><00:01:36.720><c> number</c><00:01:37.280><c> uh</c>

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correct resolution uh may be a number uh
 

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correct resolution uh may be a number uh
it<00:01:37.479><c> may</c><00:01:37.680><c> be</c><00:01:37.880><c> some</c><00:01:38.040><c> kind</c><00:01:38.159><c> of</c><00:01:38.320><c> partial</c>

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it may be some kind of partial
 

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it may be some kind of partial
settlement<00:01:39.600><c> how</c><00:01:39.720><c> much</c><00:01:39.880><c> should</c><00:01:40.119><c> Bob</c><00:01:40.399><c> be</c><00:01:40.880><c> paid</c>

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settlement how much should Bob be paid
 

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settlement how much should Bob be paid
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uh if you have some kind of
 

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uh if you have some kind of
decentralized<00:01:43.360><c> insurance</c><00:01:43.799><c> contract</c><00:01:44.159><c> you</c>

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decentralized insurance contract you
 

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decentralized insurance contract you
might<00:01:44.439><c> have</c><00:01:44.600><c> disputes</c><00:01:45.040><c> about</c><00:01:45.360><c> how</c><00:01:45.479><c> much</c><00:01:45.680><c> of</c><00:01:45.880><c> a</c>

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might have disputes about how much of a
 

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might have disputes about how much of a
compensation<00:01:46.960><c> someone</c><00:01:47.320><c> should</c><00:01:47.680><c> get</c><00:01:48.680><c> uh</c><00:01:48.920><c> and</c>

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compensation someone should get uh and
 

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compensation someone should get uh and
then<00:01:49.240><c> basically</c><00:01:49.640><c> you</c><00:01:49.759><c> have</c><00:01:49.920><c> this</c><00:01:50.280><c> offchain</c>

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then basically you have this offchain
 

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then basically you have this offchain
question<00:01:51.880><c> you</c><00:01:52.000><c> know</c><00:01:52.240><c> like</c><00:01:52.719><c> like</c><00:01:52.880><c> the</c><00:01:53.040><c> answer</c>

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question you know like like the answer
 

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question you know like like the answer
to<00:01:53.479><c> this</c><00:01:53.600><c> offchain</c><00:01:54.079><c> dispute</c><00:01:54.640><c> and</c><00:01:54.719><c> you</c><00:01:54.840><c> want</c>

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to this offchain dispute and you want
 

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to this offchain dispute and you want
this<00:01:55.200><c> like</c><00:01:55.360><c> Oracle</c><00:01:55.799><c> that's</c><00:01:55.960><c> specialized</c><00:01:56.399><c> in</c>

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this like Oracle that's specialized in
 

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this like Oracle that's specialized in
dispute<00:01:56.799><c> resolution</c><00:01:57.600><c> and</c><00:01:57.759><c> notice</c><00:01:58.079><c> that</c><00:01:58.240><c> these</c>

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dispute resolution and notice that these
 

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dispute resolution and notice that these
questions<00:01:58.799><c> can</c><00:01:58.960><c> be</c><00:01:59.159><c> you</c><00:01:59.280><c> know</c><00:01:59.439><c> more</c>

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questions can be you know more
 

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questions can be you know more
subjective<00:02:00.799><c> more</c><00:02:01.119><c> maybe</c><00:02:01.360><c> individual</c><00:02:01.960><c> than</c>

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subjective more maybe individual than
 

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subjective more maybe individual than
the<00:02:02.200><c> kind</c><00:02:02.320><c> of</c><00:02:02.479><c> price</c><00:02:02.719><c> Oracle</c><00:02:03.360><c> question</c><00:02:04.360><c> uh</c><00:02:04.759><c> and</c>

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the kind of price Oracle question uh and
 

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the kind of price Oracle question uh and
as<00:02:05.159><c> a</c><00:02:05.320><c> result</c><00:02:05.600><c> maybe</c><00:02:05.920><c> your</c><00:02:06.240><c> like</c><00:02:06.399><c> Oracle</c>

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as a result maybe your like Oracle
 

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as a result maybe your like Oracle
design<00:02:07.439><c> might</c><00:02:07.600><c> be</c><00:02:07.759><c> slightly</c><00:02:08.119><c> different</c><00:02:08.319><c> for</c>

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design might be slightly different for
 

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design might be slightly different for
these<00:02:08.640><c> slightly</c><00:02:08.920><c> different</c><00:02:09.599><c> questions</c><00:02:10.599><c> okay</c>

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these slightly different questions okay
 

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these slightly different questions okay
so<00:02:11.080><c> now</c><00:02:11.280><c> like</c><00:02:11.400><c> digging</c><00:02:11.760><c> really</c><00:02:12.040><c> deep</c><00:02:13.040><c> uh</c><00:02:13.480><c> how</c>

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so now like digging really deep uh how
 

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so now like digging really deep uh how
how<00:02:13.879><c> should</c><00:02:14.040><c> we</c><00:02:14.160><c> design</c><00:02:14.400><c> an</c><00:02:14.480><c> oracle</c><00:02:14.760><c> what</c><00:02:14.840><c> are</c>

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how should we design an oracle what are
 

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how should we design an oracle what are
like<00:02:15.120><c> the</c><00:02:15.280><c> basic</c><00:02:15.599><c> ingredients</c><00:02:16.080><c> go</c><00:02:16.239><c> to</c><00:02:16.360><c> an</c>

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like the basic ingredients go to an
 

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like the basic ingredients go to an
oracle<00:02:17.400><c> uh</c><00:02:17.519><c> well</c><00:02:17.680><c> on</c><00:02:17.879><c> just</c><00:02:18.000><c> like</c><00:02:18.080><c> a</c>

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oracle uh well on just like a
 

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oracle uh well on just like a
fundamental<00:02:18.640><c> level</c><00:02:19.160><c> you</c><00:02:19.280><c> would</c><00:02:19.480><c> ask</c><00:02:19.800><c> who</c><00:02:19.959><c> is</c>

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fundamental level you would ask who is
 

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fundamental level you would ask who is
participating<00:02:20.879><c> in</c><00:02:21.000><c> the</c><00:02:21.120><c> Oracle</c><00:02:22.080><c> uh</c><00:02:22.239><c> obviously</c>

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participating in the Oracle uh obviously
 

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participating in the Oracle uh obviously
you're<00:02:22.840><c> bringing</c><00:02:23.160><c> information</c><00:02:23.640><c> from</c><00:02:24.040><c> the</c>

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you're bringing information from the
 

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you're bringing information from the
offchain<00:02:24.519><c> world</c><00:02:24.760><c> onto</c><00:02:24.959><c> the</c><00:02:25.040><c> chain</c><00:02:25.360><c> somebody's</c>

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offchain world onto the chain somebody's
 

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offchain world onto the chain somebody's
got<00:02:25.840><c> to</c><00:02:25.920><c> be</c><00:02:26.040><c> uploading</c><00:02:26.440><c> that</c><00:02:26.560><c> information</c><00:02:27.440><c> who</c>

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got to be uploading that information who
 

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got to be uploading that information who
what<00:02:28.360><c> is</c><00:02:28.519><c> the</c><00:02:28.720><c> format</c><00:02:29.200><c> of</c><00:02:29.400><c> the</c><00:02:29.920><c> information</c>

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what is the format of the information
 

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what is the format of the information
they<00:02:30.440><c> provide</c><00:02:31.000><c> and</c><00:02:31.080><c> assuming</c><00:02:31.360><c> you</c><00:02:31.480><c> have</c><00:02:31.640><c> more</c>

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they provide and assuming you have more
 

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they provide and assuming you have more
than<00:02:32.040><c> one</c><00:02:32.360><c> person</c><00:02:32.720><c> who's</c><00:02:32.959><c> providing</c>

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than one person who's providing
 

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than one person who's providing
information<00:02:33.760><c> how</c><00:02:33.840><c> do</c><00:02:33.959><c> you</c><00:02:34.120><c> aggregate</c><00:02:34.519><c> their</c>

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information how do you aggregate their
 

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information how do you aggregate their
information<00:02:34.959><c> if</c><00:02:35.080><c> they</c><00:02:35.160><c> don't</c><00:02:35.360><c> provide</c>

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information if they don't provide
 

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information if they don't provide
exactly<00:02:36.120><c> the</c><00:02:36.239><c> same</c><00:02:36.519><c> thing</c><00:02:36.959><c> how</c><00:02:37.080><c> do</c><00:02:37.160><c> you</c><00:02:37.280><c> put</c><00:02:37.360><c> it</c>

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exactly the same thing how do you put it
 

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exactly the same thing how do you put it
together<00:02:37.680><c> into</c><00:02:37.879><c> some</c><00:02:38.000><c> kind</c><00:02:38.120><c> of</c><00:02:38.560><c> collective</c><00:02:39.560><c> uh</c>

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together into some kind of collective uh
 

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together into some kind of collective uh
value<00:02:40.120><c> that</c><00:02:40.200><c> you</c><00:02:40.319><c> use</c><00:02:40.519><c> as</c><00:02:40.640><c> the</c><00:02:40.760><c> number</c><00:02:41.040><c> in</c><00:02:41.159><c> your</c>

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value that you use as the number in your
 

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value that you use as the number in your
in<00:02:41.480><c> your</c><00:02:41.640><c> system</c><00:02:42.599><c> uh</c><00:02:42.760><c> and</c><00:02:43.040><c> people</c><00:02:43.280><c> probably</c>

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in your system uh and people probably
 

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in your system uh and people probably
aren't<00:02:43.720><c> doing</c><00:02:44.040><c> this</c><00:02:44.280><c> altruistically</c><00:02:45.080><c> they're</c>

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aren't doing this altruistically they're
 

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aren't doing this altruistically they're
so<00:02:45.959><c> are</c><00:02:46.159><c> they</c><00:02:46.519><c> what's</c><00:02:46.680><c> what's</c><00:02:46.840><c> in</c><00:02:46.959><c> it</c><00:02:47.040><c> for</c><00:02:47.239><c> them</c>

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so are they what's what's in it for them
 

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so are they what's what's in it for them
like<00:02:47.800><c> are</c><00:02:47.920><c> they</c><00:02:48.080><c> being</c><00:02:48.280><c> rewarded</c><00:02:48.640><c> or</c>

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like are they being rewarded or
 

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like are they being rewarded or
penalized

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penalized
 

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penalized
somehow<00:02:50.920><c> uh</c><00:02:51.560><c> and</c><00:02:52.560><c> as</c><00:02:52.720><c> one</c><00:02:52.920><c> makes</c><00:02:53.239><c> these</c>

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somehow uh and as one makes these
 

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somehow uh and as one makes these
choices<00:02:53.959><c> what</c><00:02:54.480><c> are</c><00:02:54.599><c> you</c><00:02:54.720><c> trying</c><00:02:54.959><c> to</c><00:02:55.120><c> optimize</c>

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choices what are you trying to optimize
 

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choices what are you trying to optimize
you<00:02:55.840><c> for</c><00:02:56.519><c> well</c><00:02:56.760><c> obviously</c><00:02:57.159><c> you</c><00:02:57.280><c> want</c><00:02:57.440><c> the</c>

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you for well obviously you want the
 

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you for well obviously you want the
Oracle<00:02:57.879><c> to</c><00:02:58.040><c> produce</c><00:02:58.480><c> good</c><00:02:58.840><c> information</c><00:02:59.920><c> fast</c>

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Oracle to produce good information fast
 

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Oracle to produce good information fast
cheap<00:03:01.360><c> uh</c><00:03:01.480><c> you</c><00:03:01.560><c> want</c><00:03:01.680><c> it</c><00:03:01.760><c> to</c><00:03:01.879><c> be</c><00:03:02.040><c> attack</c>

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cheap uh you want it to be attack
 

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cheap uh you want it to be attack
resistant<00:03:03.120><c> uh</c><00:03:03.200><c> to</c><00:03:03.879><c> whatever</c><00:03:04.319><c> attacks</c><00:03:04.680><c> are</c>

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resistant uh to whatever attacks are
 

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resistant uh to whatever attacks are
sort<00:03:05.000><c> of</c><00:03:05.080><c> relevant</c><00:03:05.400><c> for</c><00:03:05.519><c> your</c><00:03:05.680><c> system</c><00:03:06.080><c> I'm</c>

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sort of relevant for your system I'm
 

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sort of relevant for your system I'm
going<00:03:06.400><c> to</c><00:03:06.760><c> talk</c><00:03:06.959><c> about</c><00:03:07.640><c> different</c><00:03:08.080><c> choices</c>

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going to talk about different choices
 

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going to talk about different choices
people<00:03:08.799><c> have</c><00:03:08.959><c> made</c><00:03:09.200><c> on</c><00:03:09.360><c> these</c><00:03:09.640><c> in</c><00:03:09.799><c> these</c>

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people have made on these in these
 

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people have made on these in these
design<00:03:10.280><c> choices</c><00:03:11.280><c> uh</c><00:03:11.440><c> over</c><00:03:11.760><c> times</c><00:03:12.120><c> where</c><00:03:12.319><c> some</c>

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design choices uh over times where some
 

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design choices uh over times where some
of<00:03:12.560><c> the</c><00:03:12.680><c> open</c><00:03:13.159><c> like</c><00:03:13.360><c> ideas</c><00:03:13.799><c> are</c><00:03:14.280><c> and</c><00:03:14.560><c> like</c><00:03:14.680><c> the</c>

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of the open like ideas are and like the
 

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of the open like ideas are and like the
attacks<00:03:15.080><c> can</c><00:03:15.200><c> vary</c><00:03:15.440><c> from</c><00:03:15.560><c> one</c><00:03:15.840><c> idea</c><00:03:16.080><c> to</c><00:03:16.200><c> the</c>

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attacks can vary from one idea to the
 

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attacks can vary from one idea to the
other<00:03:16.599><c> I</c><00:03:16.879><c> hit</c><00:03:17.000><c> on</c><00:03:17.080><c> a</c><00:03:17.200><c> few</c><00:03:18.080><c> uh</c><00:03:18.239><c> and</c><00:03:18.319><c> so</c><00:03:18.519><c> far</c><00:03:18.720><c> all</c>

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other I hit on a few uh and so far all
 

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other I hit on a few uh and so far all
of<00:03:18.959><c> this</c><00:03:19.120><c> is</c><00:03:19.319><c> relevant</c><00:03:20.040><c> like</c><00:03:20.239><c> everything</c><00:03:20.560><c> I've</c>

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of this is relevant like everything I've
 

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of this is relevant like everything I've
said<00:03:20.920><c> could</c><00:03:21.040><c> be</c><00:03:21.239><c> true</c><00:03:21.480><c> for</c><00:03:21.720><c> oracles</c><00:03:22.280><c> whether</c>

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said could be true for oracles whether
 

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said could be true for oracles whether
they're<00:03:22.680><c> outputting</c><00:03:23.159><c> number</c><00:03:23.440><c> values</c><00:03:23.840><c> or</c><00:03:24.000><c> not</c>

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they're outputting number values or not
 

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they're outputting number values or not
uh<00:03:24.879><c> I</c><00:03:24.959><c> could</c><00:03:25.080><c> have</c><00:03:25.159><c> some</c><00:03:25.360><c> discret</c><00:03:25.760><c> information</c>

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uh I could have some discret information
 

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uh I could have some discret information
uh<00:03:26.879><c> that</c><00:03:27.280><c> all</c><00:03:27.519><c> everything</c><00:03:27.760><c> I've</c><00:03:27.879><c> said</c><00:03:28.000><c> so</c><00:03:28.120><c> far</c>

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uh that all everything I've said so far
 

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uh that all everything I've said so far
would<00:03:28.360><c> be</c><00:03:28.480><c> relevant</c><00:03:28.799><c> for</c><00:03:29.239><c> and</c><00:03:29.360><c> where</c><00:03:29.480><c> you</c>

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would be relevant for and where you
 

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would be relevant for and where you
really<00:03:29.920><c> get</c><00:03:30.040><c> into</c><00:03:30.360><c> the</c><00:03:30.599><c> number</c><00:03:31.040><c> question</c><00:03:31.439><c> what</c>

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really get into the number question what
 

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really get into the number question what
the<00:03:31.760><c> specifics</c><00:03:32.120><c> of</c><00:03:32.200><c> the</c><00:03:32.319><c> number</c><00:03:32.599><c> question</c><00:03:33.480><c> uh</c>

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the specifics of the number question uh
 

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the specifics of the number question uh
is<00:03:33.799><c> this</c><00:03:33.959><c> question</c><00:03:34.159><c> of</c><00:03:34.400><c> how</c><00:03:34.760><c> precise</c><00:03:35.239><c> you</c><00:03:35.360><c> want</c>

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is this question of how precise you want
 

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is this question of how precise you want
your<00:03:35.640><c> information</c><00:03:36.000><c> to</c><00:03:36.159><c> be</c><00:03:36.920><c> uh</c><00:03:37.040><c> how</c><00:03:37.159><c> many</c>

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your information to be uh how many
 

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your information to be uh how many
decimals<00:03:38.959><c> um</c><00:03:39.959><c> and</c><00:03:40.120><c> this</c><00:03:40.239><c> is</c><00:03:40.560><c> very</c><00:03:40.799><c> relevant</c>

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decimals um and this is very relevant
 

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decimals um and this is very relevant
for<00:03:41.439><c> incentive</c><00:03:41.879><c> functions</c><00:03:42.519><c> if</c><00:03:42.640><c> you</c><00:03:42.799><c> have</c>

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for incentive functions if you have
 

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for incentive functions if you have
people<00:03:43.680><c> rewarding</c><00:03:44.120><c> people</c><00:03:44.319><c> to</c><00:03:44.480><c> participate</c>

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people rewarding people to participate
 

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people rewarding people to participate
in<00:03:45.000><c> your</c><00:03:45.360><c> Oracle</c><00:03:46.360><c> uh</c><00:03:46.680><c> say</c><00:03:46.959><c> you</c><00:03:47.120><c> want</c><00:03:47.280><c> a</c><00:03:47.400><c> price</c>

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in your Oracle uh say you want a price
 

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in your Oracle uh say you want a price
Oracle<00:03:48.480><c> and</c><00:03:48.879><c> the</c><00:03:49.159><c> you</c><00:03:49.280><c> know</c><00:03:49.480><c> you</c><00:03:49.840><c> you</c><00:03:49.959><c> say</c><00:03:50.400><c> tell</c>

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Oracle and the you know you you say tell
 

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Oracle and the you know you you say tell
me<00:03:50.720><c> the</c><00:03:50.879><c> price</c><00:03:51.280><c> and</c><00:03:51.519><c> of</c><00:03:51.680><c> like</c><00:03:51.840><c> Ethan</c><00:03:52.239><c> USD</c><00:03:53.200><c> uh</c>

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me the price and of like Ethan USD uh
 

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me the price and of like Ethan USD uh
and<00:03:53.439><c> I</c><00:03:53.560><c> say</c><00:03:54.120><c> you</c><00:03:54.239><c> know</c><00:03:54.360><c> the</c><00:03:54.480><c> price</c><00:03:54.640><c> is</c><00:03:54.760><c> like</c>

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and I say you know the price is like
 

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and I say you know the price is like
$3,200<00:03:55.760><c> more</c><00:03:55.879><c> or</c><00:03:56.000><c> less</c><00:03:56.120><c> and</c><00:03:56.239><c> I</c><00:03:56.319><c> say</c>

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$3,200 more or less and I say
 

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$3,200 more or less and I say
3201<00:03:58.040><c> am</c><00:03:58.200><c> I</c><00:03:58.680><c> right</c><00:03:59.360><c> should</c><00:03:59.519><c> I</c><00:03:59.799><c> rewarded</c><00:04:00.120><c> should</c>

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3201 am I right should I rewarded should
 

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3201 am I right should I rewarded should
I<00:04:00.360><c> be</c><00:04:00.959><c> penalized</c><00:04:01.959><c> uh</c><00:04:02.680><c> so</c><00:04:03.519><c> this</c><00:04:03.799><c> question</c><00:04:04.079><c> of</c>

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I be penalized uh so this question of
 

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I be penalized uh so this question of
like<00:04:04.840><c> you</c><00:04:04.959><c> know</c><00:04:05.120><c> for</c><00:04:05.360><c> for</c><00:04:05.480><c> a</c><00:04:05.599><c> number</c><00:04:06.280><c> you</c><00:04:06.439><c> can</c>

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like you know for for a number you can
 

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like you know for for a number you can
always<00:04:07.000><c> have</c><00:04:07.120><c> a</c><00:04:07.280><c> more</c><00:04:07.560><c> precise</c><00:04:08.360><c> closer</c><00:04:08.799><c> answer</c>

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always have a more precise closer answer
 

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always have a more precise closer answer
and<00:04:09.760><c> there's</c><00:04:09.920><c> this</c><00:04:10.120><c> question</c><00:04:10.280><c> of</c><00:04:10.480><c> how</c><00:04:10.640><c> close</c>

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and there's this question of how close
 

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and there's this question of how close
you<00:04:11.000><c> need</c><00:04:11.120><c> to</c><00:04:11.280><c> be</c><00:04:12.239><c> uh</c><00:04:12.360><c> and</c><00:04:12.439><c> over</c><00:04:12.560><c> the</c><00:04:12.680><c> course</c><00:04:12.840><c> of</c>

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you need to be uh and over the course of
 

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you need to be uh and over the course of
the<00:04:13.000><c> talk</c><00:04:13.120><c> we'll</c><00:04:13.239><c> hit</c><00:04:13.360><c> on</c><00:04:13.480><c> a</c><00:04:13.560><c> few</c><00:04:13.760><c> different</c>

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the talk we'll hit on a few different
 

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the talk we'll hit on a few different
Notions<00:04:14.280><c> of</c><00:04:14.560><c> close</c><00:04:15.560><c> uh</c><00:04:15.760><c> that</c><00:04:15.840><c> you</c><00:04:15.920><c> can</c><00:04:16.000><c> build</c>

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Notions of close uh that you can build
 

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Notions of close uh that you can build
into<00:04:16.359><c> different</c><00:04:16.560><c> kinds</c><00:04:16.759><c> of</c><00:04:16.880><c> incentive</c>

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into different kinds of incentive
 

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into different kinds of incentive
functions<00:04:17.880><c> like</c><00:04:18.000><c> maybe</c><00:04:18.239><c> the</c><00:04:18.359><c> most</c><00:04:18.840><c> basic</c><00:04:19.199><c> one</c>

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functions like maybe the most basic one
 

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functions like maybe the most basic one
would<00:04:19.600><c> be</c><00:04:19.840><c> to</c><00:04:19.959><c> say</c><00:04:20.120><c> okay</c><00:04:20.239><c> you</c><00:04:20.280><c> need</c><00:04:20.400><c> to</c><00:04:20.479><c> be</c>

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would be to say okay you need to be
 

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would be to say okay you need to be
within<00:04:20.840><c> x%</c><00:04:21.519><c> of</c><00:04:21.720><c> the</c><00:04:21.880><c> of</c><00:04:22.000><c> the</c><00:04:22.079><c> output</c><00:04:22.400><c> value</c><00:04:22.960><c> 1%</c>

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within x% of the of the output value 1%
 

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within x% of the of the output value 1%
you're<00:04:23.759><c> rewarded</c><00:04:24.280><c> Beyond</c><00:04:24.600><c> 1%</c><00:04:25.040><c> you're</c><00:04:25.199><c> you're</c>

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you're rewarded Beyond 1% you're you're
 

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you're rewarded Beyond 1% you're you're
penalized<00:04:26.720><c> uh</c><00:04:26.919><c> and</c><00:04:27.080><c> that's</c><00:04:27.280><c> that's</c><00:04:27.400><c> a</c><00:04:27.520><c> simple</c>

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penalized uh and that's that's a simple
 

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penalized uh and that's that's a simple
thing<00:04:27.919><c> you</c><00:04:28.000><c> could</c><00:04:28.160><c> do</c><00:04:28.320><c> there</c><00:04:28.440><c> will</c><00:04:28.560><c> be</c><00:04:28.759><c> other</c>

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thing you could do there will be other
 

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thing you could do there will be other
ideas<00:04:29.520><c> that</c><00:04:30.080><c> people</c><00:04:30.320><c> have</c>

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ideas that people have
 

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ideas that people have
done<00:04:32.039><c> okay</c><00:04:32.960><c> uh</c><00:04:33.120><c> now</c><00:04:33.280><c> to</c><00:04:33.440><c> hit</c><00:04:33.600><c> on</c><00:04:33.800><c> you</c><00:04:33.880><c> know</c><00:04:34.120><c> the</c>

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done okay uh now to hit on you know the
 

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done okay uh now to hit on you know the
sort<00:04:34.479><c> of</c><00:04:34.639><c> next</c><00:04:34.880><c> ingredient</c><00:04:35.320><c> that</c><00:04:35.400><c> goes</c><00:04:35.520><c> into</c>

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sort of next ingredient that goes into
 

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sort of next ingredient that goes into
the<00:04:35.759><c> Oracle</c><00:04:36.639><c> this</c><00:04:36.840><c> question</c><00:04:37.039><c> of</c><00:04:37.320><c> vote</c>

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the Oracle this question of vote
 

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the Oracle this question of vote
information<00:04:38.320><c> and</c><00:04:39.160><c> aggregation</c><00:04:40.160><c> uh</c><00:04:40.400><c> so</c><00:04:41.120><c> again</c>

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information and aggregation uh so again
 

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information and aggregation uh so again
I<00:04:42.360><c> I</c><00:04:42.440><c> think</c><00:04:42.560><c> a</c><00:04:42.639><c> lot</c><00:04:42.800><c> spent</c><00:04:42.960><c> a</c><00:04:43.000><c> lot</c><00:04:43.080><c> of</c><00:04:43.160><c> time</c>

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I I think a lot spent a lot of time
 

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I I think a lot spent a lot of time
thinking<00:04:43.440><c> about</c><00:04:43.600><c> dispute</c><00:04:43.919><c> resolution</c><00:04:44.280><c> for</c>

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thinking about dispute resolution for
 

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thinking about dispute resolution for
the<00:04:44.520><c> claros</c><00:04:44.960><c> platform</c><00:04:45.880><c> sometimes</c><00:04:46.080><c> the</c>

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the claros platform sometimes the
 

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the claros platform sometimes the
disputes<00:04:46.560><c> have</c><00:04:46.720><c> binary</c><00:04:47.120><c> answers</c><00:04:47.840><c> uh</c><00:04:48.039><c> or</c>

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disputes have binary answers uh or
 

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disputes have binary answers uh or
discret<00:04:49.160><c> answers</c><00:04:49.440><c> that</c><00:04:49.520><c> are</c><00:04:49.880><c> non-binary</c><00:04:50.880><c> uh</c>

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discret answers that are non-binary uh
 

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discret answers that are non-binary uh
and<00:04:52.039><c> as</c><00:04:52.120><c> a</c><00:04:52.240><c> result</c><00:04:52.440><c> I</c><00:04:52.520><c> spent</c><00:04:52.720><c> a</c><00:04:52.800><c> lot</c><00:04:52.919><c> of</c><00:04:53.120><c> time</c><00:04:53.400><c> in</c>

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and as a result I spent a lot of time in
 

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and as a result I spent a lot of time in
research<00:04:54.039><c> thinking</c><00:04:54.360><c> about</c><00:04:54.560><c> how</c><00:04:54.680><c> you</c>

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research thinking about how you
 

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research thinking about how you
aggregate<00:04:55.360><c> kind</c><00:04:55.479><c> of</c><00:04:55.639><c> discreet</c><00:04:56.080><c> non-numeric</c>

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aggregate kind of discreet non-numeric
 

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aggregate kind of discreet non-numeric
answers<00:04:57.160><c> together</c><00:04:58.160><c> uh</c><00:04:58.600><c> and</c><00:04:58.840><c> this</c><00:04:59.000><c> draws</c><00:04:59.360><c> from</c>

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answers together uh and this draws from
 

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answers together uh and this draws from
the<00:04:59.720><c> field</c><00:05:00.039><c> of</c><00:05:00.320><c> social</c><00:05:00.600><c> Choice</c><00:05:00.919><c> Theory</c>

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the field of social Choice Theory
 

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the field of social Choice Theory
frequently<00:05:01.680><c> this</c><00:05:01.800><c> like</c><00:05:02.039><c> academic</c><00:05:02.400><c> field</c><00:05:02.639><c> of</c>

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frequently this like academic field of
 

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frequently this like academic field of
how<00:05:02.840><c> to</c><00:05:03.039><c> design</c><00:05:03.479><c> good</c><00:05:03.680><c> voting</c><00:05:04.039><c> systems</c><00:05:05.039><c> uh</c>

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how to design good voting systems uh
 

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how to design good voting systems uh
voting<00:05:05.479><c> systems</c><00:05:05.960><c> that</c><00:05:06.120><c> handle</c><00:05:06.479><c> vote</c>

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voting systems that handle vote
 

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voting systems that handle vote
splitting<00:05:07.240><c> well</c><00:05:07.479><c> that</c><00:05:07.600><c> don't</c><00:05:07.840><c> have</c><00:05:08.000><c> too</c><00:05:08.160><c> much</c>

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splitting well that don't have too much
 

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splitting well that don't have too much
tactical<00:05:08.840><c> voting</c><00:05:09.639><c> uh</c><00:05:09.759><c> there's</c><00:05:10.000><c> all</c><00:05:10.280><c> kinds</c><00:05:10.520><c> of</c>

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tactical voting uh there's all kinds of
 

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tactical voting uh there's all kinds of
complicated<00:05:11.400><c> questions</c><00:05:11.960><c> when</c><00:05:12.120><c> when</c><00:05:12.199><c> you're</c>

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complicated questions when when you're
 

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complicated questions when when you're
trying<00:05:12.479><c> to</c><00:05:12.639><c> Define</c><00:05:13.240><c> find</c><00:05:13.360><c> a</c><00:05:13.440><c> voting</c><00:05:13.720><c> system</c>

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trying to Define find a voting system
 

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trying to Define find a voting system
and<00:05:14.680><c> I</c><00:05:14.759><c> bring</c><00:05:15.000><c> this</c><00:05:15.120><c> up</c><00:05:15.320><c> because</c><00:05:16.120><c> in</c><00:05:16.240><c> the</c>

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and I bring this up because in the
 

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and I bring this up because in the
number<00:05:16.800><c> case</c><00:05:17.199><c> you</c><00:05:17.360><c> have</c><00:05:17.600><c> similar</c><00:05:18.080><c> problems</c><00:05:19.080><c> uh</c>

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number case you have similar problems uh
 

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number case you have similar problems uh
that<00:05:19.440><c> are</c><00:05:19.800><c> you</c><00:05:19.880><c> know</c><00:05:20.039><c> they</c><00:05:20.160><c> have</c><00:05:20.280><c> their</c><00:05:20.400><c> own</c>

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that are you know they have their own
 

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that are you know they have their own
spin<00:05:21.039><c> on</c><00:05:21.280><c> on</c><00:05:21.479><c> these</c><00:05:21.680><c> kind</c><00:05:21.800><c> of</c><00:05:21.919><c> vote</c>

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spin on on these kind of vote
 

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spin on on these kind of vote
aggregation<00:05:22.759><c> questions</c><00:05:23.759><c> uh</c><00:05:23.960><c> in</c><00:05:24.160><c> some</c><00:05:24.440><c> sense</c>

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aggregation questions uh in some sense
 

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aggregation questions uh in some sense
the<00:05:25.280><c> questions</c><00:05:25.840><c> get</c><00:05:26.160><c> easier</c><00:05:26.759><c> of</c><00:05:26.880><c> how</c><00:05:27.000><c> to</c>

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the questions get easier of how to
 

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the questions get easier of how to
aggregate<00:05:27.639><c> people's</c><00:05:28.000><c> slightly</c><00:05:28.280><c> different</c>

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aggregate people's slightly different
 

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aggregate people's slightly different
information<00:05:28.960><c> together</c><00:05:29.840><c> because</c><00:05:30.240><c> now</c><00:05:30.720><c> if</c><00:05:30.960><c> your</c>

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information together because now if your
 

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information together because now if your
participants<00:05:32.160><c> are</c><00:05:32.319><c> submitting</c><00:05:32.759><c> numbers</c>

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participants are submitting numbers
 

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participants are submitting numbers
again<00:05:33.680><c> you</c><00:05:33.759><c> know</c><00:05:33.919><c> maybe</c><00:05:34.160><c> the</c><00:05:34.280><c> question</c><00:05:34.479><c> is</c>

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again you know maybe the question is
 

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again you know maybe the question is
what<00:05:34.759><c> is</c><00:05:34.880><c> the</c><00:05:35.000><c> price</c><00:05:35.160><c> of</c><00:05:35.280><c> Ethan</c><00:05:35.639><c> USD</c><00:05:36.479><c> and</c>

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what is the price of Ethan USD and
 

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what is the price of Ethan USD and
everybody<00:05:36.880><c> submits</c><00:05:37.199><c> a</c><00:05:37.280><c> number</c><00:05:37.960><c> now</c><00:05:38.120><c> you</c><00:05:38.199><c> can</c>

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everybody submits a number now you can
 

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everybody submits a number now you can
do<00:05:38.440><c> number</c><00:05:38.840><c> operations</c><00:05:39.280><c> on</c><00:05:39.479><c> those</c><00:05:39.600><c> numbers</c>

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do number operations on those numbers
 

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do number operations on those numbers
you<00:05:40.240><c> can</c><00:05:40.400><c> take</c><00:05:40.560><c> the</c><00:05:40.800><c> average</c><00:05:41.800><c> uh</c><00:05:42.120><c> or</c><00:05:42.600><c> better</c>

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you can take the average uh or better
 

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you can take the average uh or better
yet<00:05:43.039><c> you</c><00:05:43.120><c> could</c><00:05:43.280><c> take</c><00:05:43.440><c> the</c><00:05:43.560><c> median</c><00:05:44.360><c> uh</c><00:05:44.520><c> so</c><00:05:44.840><c> if</c>

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yet you could take the median uh so if
 

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yet you could take the median uh so if
you<00:05:45.039><c> think</c><00:05:45.199><c> of</c><00:05:45.440><c> like</c><00:05:45.680><c> the</c><00:05:45.800><c> numbers</c><00:05:46.199><c> people</c>

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you think of like the numbers people
 

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you think of like the numbers people
provide<00:05:46.680><c> to</c><00:05:46.800><c> you</c><00:05:47.120><c> like</c><00:05:47.319><c> lining</c><00:05:47.600><c> them</c><00:05:47.720><c> up</c><00:05:47.840><c> from</c>

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provide to you like lining them up from
 

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provide to you like lining them up from
highest<00:05:48.280><c> to</c><00:05:48.440><c> lowest</c><00:05:48.919><c> you</c><00:05:49.080><c> take</c><00:05:49.280><c> them</c><00:05:49.680><c> take</c><00:05:49.800><c> the</c>

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highest to lowest you take them take the
 

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highest to lowest you take them take the
middle<00:05:50.160><c> value</c><00:05:50.560><c> that</c><00:05:50.720><c> that's</c><00:05:50.880><c> the</c><00:05:50.960><c> median</c><00:05:51.919><c> and</c>

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middle value that that's the median and
 

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middle value that that's the median and
that's<00:05:52.199><c> a</c><00:05:52.360><c> particularly</c><00:05:52.800><c> popular</c><00:05:53.120><c> choice</c><00:05:53.360><c> for</c>

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that's a particularly popular choice for
 

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that's a particularly popular choice for
people<00:05:53.759><c> that</c><00:05:53.840><c> have</c><00:05:54.000><c> done</c><00:05:54.680><c> number</c><00:05:54.919><c> of</c><00:05:55.080><c> oracles</c>

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people that have done number of oracles
 

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people that have done number of oracles
because<00:05:56.000><c> it's</c><00:05:56.240><c> resistant</c><00:05:56.639><c> to</c><00:05:57.039><c> outlier</c>

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because it's resistant to outlier
 

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because it's resistant to outlier
effects<00:05:58.919><c> uh</c><00:05:59.039><c> if</c><00:05:59.160><c> somebody</c><00:05:59.680><c> could</c><00:05:59.840><c> put</c><00:06:00.039><c> some</c>

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effects uh if somebody could put some
 

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effects uh if somebody could put some
like<00:06:00.440><c> crazy</c><00:06:01.080><c> extreme</c><00:06:01.520><c> value</c><00:06:02.039><c> that's</c><00:06:02.199><c> not</c>

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like crazy extreme value that's not
 

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like crazy extreme value that's not
going<00:06:02.520><c> to</c><00:06:02.720><c> affect</c><00:06:02.919><c> the</c><00:06:03.039><c> median</c><00:06:03.520><c> too</c><00:06:03.759><c> much</c><00:06:04.360><c> so</c>

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going to affect the median too much so
 

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going to affect the median too much so
in<00:06:04.639><c> some</c><00:06:04.800><c> sense</c><00:06:05.039><c> this</c><00:06:05.240><c> question</c><00:06:05.520><c> of</c><00:06:05.759><c> like</c><00:06:05.880><c> vote</c>

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in some sense this question of like vote
 

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in some sense this question of like vote
aggregation<00:06:06.560><c> is</c><00:06:06.680><c> easier</c><00:06:07.120><c> than</c><00:06:07.400><c> in</c><00:06:07.520><c> the</c>

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aggregation is easier than in the
 

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aggregation is easier than in the
discreet<00:06:08.120><c> case</c><00:06:08.759><c> but</c><00:06:08.960><c> also</c><00:06:09.240><c> there</c><00:06:09.360><c> are</c>

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discreet case but also there are
 

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discreet case but also there are
specific<00:06:10.120><c> challenges</c><00:06:10.599><c> like</c><00:06:10.759><c> that</c><00:06:10.919><c> that</c><00:06:11.000><c> sort</c>

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specific challenges like that that sort
 

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specific challenges like that that sort
of<00:06:11.400><c> precision</c><00:06:11.880><c> question</c><00:06:12.120><c> I</c><00:06:12.240><c> had</c><00:06:12.360><c> from</c><00:06:12.440><c> a</c><00:06:12.560><c> slot</c>

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of precision question I had from a slot
 

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of precision question I had from a slot
two<00:06:13.400><c> ago</c><00:06:14.400><c> okay</c><00:06:15.080><c> uh</c><00:06:15.240><c> and</c><00:06:15.680><c> now</c><00:06:15.840><c> hitting</c><00:06:16.080><c> back</c><00:06:16.240><c> the</c>

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two ago okay uh and now hitting back the
 

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two ago okay uh and now hitting back the
sort<00:06:16.560><c> of</c><00:06:16.880><c> last</c><00:06:17.280><c> ingredient</c><00:06:18.160><c> uh</c><00:06:18.319><c> before</c><00:06:18.599><c> I</c><00:06:18.720><c> get</c>

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sort of last ingredient uh before I get
 

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sort of last ingredient uh before I get
into<00:06:19.120><c> the</c><00:06:19.240><c> choices</c><00:06:19.759><c> different</c><00:06:19.960><c> projects</c><00:06:20.280><c> have</c>

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into the choices different projects have
 

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into the choices different projects have
made<00:06:21.400><c> uh</c><00:06:21.599><c> this</c><00:06:21.759><c> question</c><00:06:21.960><c> of</c><00:06:22.160><c> who</c><00:06:22.319><c> is</c>

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made uh this question of who is
 

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made uh this question of who is
participating<00:06:23.440><c> uh</c><00:06:23.599><c> and</c><00:06:23.680><c> I</c><00:06:23.759><c> would</c><00:06:23.880><c> argue</c><00:06:24.080><c> that</c>

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participating uh and I would argue that
 

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participating uh and I would argue that
there's<00:06:24.440><c> like</c><00:06:24.560><c> two</c><00:06:24.880><c> basic</c><00:06:25.199><c> models</c><00:06:25.560><c> you</c><00:06:25.680><c> could</c>

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there's like two basic models you could
 

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there's like two basic models you could
have<00:06:26.039><c> here</c><00:06:26.280><c> maybe</c><00:06:26.520><c> you</c><00:06:26.599><c> can</c><00:06:26.720><c> do</c><00:06:26.840><c> some</c><00:06:27.120><c> some</c>

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have here maybe you can do some some
 

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have here maybe you can do some some
combination<00:06:27.759><c> of</c><00:06:27.919><c> the</c><00:06:28.039><c> two</c><00:06:28.919><c> uh</c><00:06:29.080><c> but</c><00:06:29.199><c> you</c><00:06:29.319><c> can</c>

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combination of the two uh but you can
 

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combination of the two uh but you can
have<00:06:29.880><c> either</c><00:06:30.319><c> a</c><00:06:30.599><c> crowd</c><00:06:31.039><c> model</c><00:06:31.520><c> or</c><00:06:31.720><c> a</c><00:06:31.960><c> delegate</c>

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have either a crowd model or a delegate
 

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have either a crowd model or a delegate
model<00:06:33.400><c> uh</c><00:06:33.599><c> with</c><00:06:33.720><c> the</c><00:06:33.919><c> idea</c><00:06:34.440><c> and</c><00:06:34.680><c> I</c><00:06:34.759><c> would</c><00:06:34.880><c> say</c>

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model uh with the idea and I would say
 

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model uh with the idea and I would say
that<00:06:35.120><c> there</c><00:06:35.160><c> are</c><00:06:35.319><c> like</c><00:06:35.520><c> parallels</c><00:06:36.120><c> here</c><00:06:36.360><c> to</c><00:06:36.880><c> uh</c>

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that there are like parallels here to uh
 

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that there are like parallels here to uh
kind<00:06:37.360><c> of</c><00:06:37.680><c> different</c><00:06:37.919><c> proof</c><00:06:38.080><c> of</c><00:06:38.199><c> stake</c><00:06:38.479><c> systems</c>

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kind of different proof of stake systems
 

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kind of different proof of stake systems
uh<00:06:39.680><c> delegated</c><00:06:40.120><c> proof</c><00:06:40.319><c> of</c><00:06:40.440><c> stake</c><00:06:40.680><c> versus</c>

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uh delegated proof of stake versus
 

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uh delegated proof of stake versus
something<00:06:41.240><c> that's</c><00:06:41.400><c> more</c><00:06:41.560><c> like</c><00:06:41.720><c> ethereum</c>

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something that's more like ethereum
 

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something that's more like ethereum
style<00:06:42.639><c> proof</c><00:06:42.840><c> of</c><00:06:43.240><c> stake</c><00:06:44.240><c> uh</c><00:06:44.599><c> so</c><00:06:45.000><c> the</c><00:06:45.120><c> question</c>

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style proof of stake uh so the question
 

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style proof of stake uh so the question
is<00:06:46.039><c> who</c><00:06:46.240><c> is</c><00:06:46.479><c> doing</c><00:06:47.080><c> the</c><00:06:47.280><c> thing</c><00:06:47.560><c> who</c><00:06:47.720><c> is</c>

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is who is doing the thing who is
 

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is who is doing the thing who is
providing<00:06:48.360><c> the</c><00:06:48.560><c> information</c><00:06:49.560><c> uh</c><00:06:49.720><c> in</c><00:06:50.039><c> in</c><00:06:50.120><c> the</c>

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providing the information uh in in the
 

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providing the information uh in in the
proof<00:06:50.479><c> of</c><00:06:50.720><c> in</c><00:06:50.840><c> the</c><00:06:50.960><c> proof</c><00:06:51.120><c> of</c><00:06:51.240><c> stake</c><00:06:51.479><c> systems</c>

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proof of in the proof of stake systems
 

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proof of in the proof of stake systems
and<00:06:51.919><c> the</c><00:06:52.000><c> consensus</c><00:06:52.400><c> algorithms</c><00:06:53.319><c> who</c><00:06:53.479><c> is</c>

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and the consensus algorithms who is
 

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and the consensus algorithms who is
producing<00:06:54.240><c> blocks</c><00:06:55.240><c> uh</c><00:06:55.560><c> in</c><00:06:55.759><c> an</c><00:06:55.919><c> oracle</c>

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producing blocks uh in an oracle
 

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producing blocks uh in an oracle
question<00:06:56.520><c> who's</c><00:06:57.120><c> producing</c><00:06:57.639><c> like</c><00:06:57.879><c> Oracle</c>

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question who's producing like Oracle
 

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question who's producing like Oracle
values<00:06:59.240><c> uh</c><00:06:59.360><c> with</c><00:06:59.599><c> the</c><00:06:59.720><c> delegated</c><00:07:00.160><c> model</c><00:07:00.479><c> sort</c>

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values uh with the delegated model sort
 

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values uh with the delegated model sort
of<00:07:00.759><c> taking</c><00:07:01.000><c> the</c><00:07:01.120><c> point</c><00:07:01.280><c> of</c><00:07:01.479><c> view</c><00:07:01.800><c> that</c><00:07:02.039><c> like</c>

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of taking the point of view that like
 

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of taking the point of view that like
you<00:07:02.639><c> know</c><00:07:02.840><c> these</c><00:07:03.039><c> tasks</c><00:07:03.319><c> are</c><00:07:03.520><c> hard</c><00:07:04.319><c> uh</c><00:07:04.440><c> maybe</c>

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you know these tasks are hard uh maybe
 

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you know these tasks are hard uh maybe
you<00:07:04.680><c> want</c><00:07:04.800><c> an</c><00:07:04.879><c> oracle</c><00:07:05.199><c> that</c><00:07:05.280><c> produces</c><00:07:05.680><c> like</c>

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you want an oracle that produces like
 

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you want an oracle that produces like
Fast<00:07:06.400><c> values</c><00:07:06.800><c> very</c><00:07:06.960><c> frequently</c><00:07:07.479><c> you</c><00:07:07.639><c> never</c>

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Fast values very frequently you never
 

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Fast values very frequently you never
you<00:07:08.000><c> want</c><00:07:08.160><c> like</c><00:07:08.280><c> zero</c><00:07:08.639><c> down</c><00:07:08.960><c> time</c><00:07:09.879><c> uh</c><00:07:10.039><c> and</c><00:07:10.160><c> to</c>

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you want like zero down time uh and to
 

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you want like zero down time uh and to
have<00:07:10.520><c> that</c><00:07:10.680><c> kind</c><00:07:10.840><c> of</c><00:07:11.319><c> reliability</c><00:07:11.879><c> you</c><00:07:11.960><c> want</c>

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have that kind of reliability you want
 

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have that kind of reliability you want
like<00:07:12.199><c> a</c><00:07:12.280><c> beefy</c><00:07:12.840><c> institutional</c><00:07:13.440><c> actor</c><00:07:14.360><c> uh</c><00:07:14.520><c> that</c>

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like a beefy institutional actor uh that
 

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like a beefy institutional actor uh that
has<00:07:15.160><c> uh</c><00:07:15.280><c> you</c><00:07:15.360><c> know</c><00:07:15.599><c> like</c><00:07:15.720><c> really</c><00:07:15.919><c> high</c>

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has uh you know like really high
 

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has uh you know like really high
performance<00:07:16.560><c> Hardware</c><00:07:16.919><c> somewhere</c><00:07:17.280><c> in</c><00:07:17.440><c> some</c>

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performance Hardware somewhere in some
 

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performance Hardware somewhere in some
data<00:07:17.840><c> center</c><00:07:18.840><c> uh</c><00:07:19.039><c> and</c><00:07:19.240><c> thus</c><00:07:19.599><c> you</c><00:07:19.680><c> know</c><00:07:19.800><c> maybe</c>

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data center uh and thus you know maybe
 

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data center uh and thus you know maybe
it's<00:07:20.160><c> not</c><00:07:20.360><c> like</c><00:07:20.720><c> appropriate</c><00:07:21.160><c> for</c><00:07:21.360><c> like</c>

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it's not like appropriate for like
 

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it's not like appropriate for like
random<00:07:21.879><c> people</c><00:07:22.120><c> to</c><00:07:22.240><c> be</c><00:07:22.440><c> doing</c><00:07:22.759><c> the</c><00:07:22.960><c> task</c><00:07:23.199><c> of</c>

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random people to be doing the task of
 

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random people to be doing the task of
providing<00:07:23.720><c> the</c><00:07:23.840><c> Oracle</c><00:07:24.160><c> information</c><00:07:24.879><c> or</c>

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providing the Oracle information or
 

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providing the Oracle information or
producing<00:07:25.520><c> the</c><00:07:25.639><c> blocks</c><00:07:26.000><c> in</c><00:07:26.160><c> the</c><00:07:26.360><c> consensus</c>

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producing the blocks in the consensus
 

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producing the blocks in the consensus
algorithm<00:07:28.039><c> uh</c><00:07:28.240><c> so</c><00:07:28.479><c> instead</c><00:07:28.879><c> you</c><00:07:29.120><c> have</c><00:07:29.240><c> them</c>

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algorithm uh so instead you have them
 

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algorithm uh so instead you have them
vote<00:07:29.879><c> on</c><00:07:30.120><c> who</c><00:07:30.280><c> you</c><00:07:30.639><c> like</c><00:07:30.759><c> on</c><00:07:30.960><c> delegates</c><00:07:31.360><c> who</c>

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vote on who you like on delegates who
 

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vote on who you like on delegates who
then<00:07:31.639><c> do</c><00:07:31.800><c> the</c><00:07:31.919><c> task</c><00:07:32.199><c> for</c><00:07:32.639><c> you</c><00:07:33.639><c> uh</c><00:07:34.240><c> and</c><00:07:34.639><c> um</c><00:07:34.840><c> you</c>

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then do the task for you uh and um you
 

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then do the task for you uh and um you
know<00:07:35.039><c> then</c><00:07:35.160><c> the</c><00:07:35.240><c> crowd</c><00:07:35.479><c> model</c><00:07:35.720><c> is</c><00:07:35.840><c> the</c>

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know then the crowd model is the
 

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know then the crowd model is the
opposite<00:07:36.199><c> of</c><00:07:36.360><c> that</c><00:07:36.479><c> you</c><00:07:36.599><c> know</c><00:07:36.720><c> everybody's</c>

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opposite of that you know everybody's
 

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opposite of that you know everybody's
doing<00:07:37.319><c> the</c><00:07:37.479><c> task</c><00:07:37.800><c> I</c><00:07:37.879><c> can</c><00:07:38.000><c> get</c><00:07:38.120><c> 32</c><00:07:38.520><c> E</c><00:07:38.800><c> I</c><00:07:38.879><c> can</c><00:07:38.960><c> spin</c>

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doing the task I can get 32 E I can spin
 

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doing the task I can get 32 E I can spin
up<00:07:39.280><c> a</c><00:07:39.400><c> validator</c><00:07:39.879><c> I</c><00:07:39.960><c> can</c><00:07:40.240><c> I</c><00:07:40.280><c> can</c><00:07:40.400><c> be</c><00:07:40.560><c> part</c><00:07:40.720><c> of</c>

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up a validator I can I can be part of
 

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up a validator I can I can be part of
proof<00:07:41.080><c> of</c><00:07:41.240><c> stake</c><00:07:41.840><c> or</c><00:07:42.000><c> in</c><00:07:42.120><c> an</c><00:07:42.240><c> oracle</c><00:07:42.680><c> I</c><00:07:42.759><c> can</c><00:07:42.919><c> be</c>

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proof of stake or in an oracle I can be
 

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proof of stake or in an oracle I can be
the<00:07:43.280><c> P</c><00:07:43.599><c> person</c><00:07:43.840><c> that's</c><00:07:44.080><c> providing</c><00:07:44.440><c> values</c><00:07:44.759><c> for</c>

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the P person that's providing values for
 

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the P person that's providing values for
the<00:07:45.120><c> for</c><00:07:45.240><c> the</c><00:07:45.759><c> Oracle</c><00:07:46.759><c> uh</c><00:07:46.879><c> and</c><00:07:47.000><c> there</c><00:07:47.080><c> are</c><00:07:47.240><c> of</c>

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the for the Oracle uh and there are of
 

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the for the Oracle uh and there are of
course<00:07:47.599><c> pluses</c><00:07:47.879><c> and</c><00:07:48.120><c> minuses</c><00:07:49.120><c> uh</c><00:07:49.240><c> and</c><00:07:49.360><c> the</c>

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course pluses and minuses uh and the
 

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course pluses and minuses uh and the
crowd<00:07:49.840><c> model</c><00:07:50.560><c> uh</c><00:07:50.759><c> you</c><00:07:50.840><c> know</c><00:07:50.960><c> if</c><00:07:51.080><c> you</c><00:07:51.199><c> have</c><00:07:51.319><c> like</c>

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crowd model uh you know if you have like
 

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crowd model uh you know if you have like
lots<00:07:51.599><c> of</c><00:07:51.759><c> people</c><00:07:51.960><c> that</c><00:07:52.080><c> are</c><00:07:52.199><c> doing</c><00:07:52.560><c> like</c><00:07:52.680><c> a</c>

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lots of people that are doing like a
 

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lots of people that are doing like a
task<00:07:53.400><c> constantly</c><00:07:53.919><c> that</c><00:07:54.039><c> takes</c><00:07:54.440><c> gas</c><00:07:55.440><c> uh</c><00:07:55.599><c> maybe</c>

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task constantly that takes gas uh maybe
 

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task constantly that takes gas uh maybe
you<00:07:56.039><c> know</c><00:07:56.319><c> like</c><00:07:56.599><c> normal</c><00:07:56.879><c> Hardware</c><00:07:57.280><c> they're</c>

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you know like normal Hardware they're
 

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you know like normal Hardware they're
not<00:07:58.159><c> like</c><00:07:58.319><c> super</c><00:07:58.680><c> fast</c><00:07:58.960><c> as</c><00:07:59.080><c> fast</c><00:07:59.240><c> as</c>

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not like super fast as fast as
 

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not like super fast as fast as
institutional<00:08:00.000><c> actor</c><00:08:00.560><c> in</c><00:08:00.720><c> the</c><00:08:00.840><c> delegated</c>

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institutional actor in the delegated
 

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institutional actor in the delegated
model<00:08:01.599><c> you</c><00:08:01.720><c> know</c><00:08:01.800><c> there's</c><00:08:01.960><c> some</c><00:08:02.120><c> risk</c><00:08:02.360><c> that</c>

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model you know there's some risk that
 

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model you know there's some risk that
the<00:08:02.599><c> delegates</c><00:08:03.000><c> could</c><00:08:03.159><c> use</c><00:08:03.440><c> their</c><00:08:03.599><c> role</c><00:08:03.879><c> sure</c>

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the delegates could use their role sure
 

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the delegates could use their role sure
they<00:08:04.199><c> can</c><00:08:04.319><c> be</c><00:08:04.440><c> voted</c><00:08:04.720><c> out</c><00:08:05.680><c> uh</c><00:08:05.879><c> but</c><00:08:06.000><c> you</c><00:08:06.080><c> know</c><00:08:06.199><c> in</c>

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they can be voted out uh but you know in
 

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they can be voted out uh but you know in
any<00:08:06.479><c> given</c><00:08:06.759><c> question</c><00:08:07.159><c> they're</c><00:08:07.520><c> they're</c>

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any given question they're they're
 

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any given question they're they're
they're<00:08:07.879><c> delegated</c><00:08:08.680><c> and</c><00:08:08.800><c> you</c><00:08:08.919><c> can</c><00:08:09.240><c> mitigate</c>

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they're delegated and you can mitigate
 

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they're delegated and you can mitigate
that<00:08:09.800><c> somewhat</c><00:08:10.159><c> by</c><00:08:10.479><c> aggregating</c><00:08:11.000><c> like</c><00:08:11.120><c> a</c>

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that somewhat by aggregating like a
 

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that somewhat by aggregating like a
bunch<00:08:11.360><c> of</c><00:08:11.440><c> delegates</c><00:08:11.919><c> together</c><00:08:12.680><c> uh</c><00:08:13.000><c> so</c><00:08:13.159><c> that</c>

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bunch of delegates together uh so that
 

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bunch of delegates together uh so that
you<00:08:13.400><c> know</c><00:08:13.479><c> you'd</c><00:08:13.639><c> have</c><00:08:13.759><c> to</c><00:08:13.840><c> have</c><00:08:13.919><c> like</c><00:08:14.000><c> some</c>

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you know you'd have to have like some
 

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you know you'd have to have like some
collusion<00:08:14.479><c> or</c><00:08:14.560><c> something</c><00:08:14.800><c> for</c><00:08:14.960><c> them</c><00:08:15.080><c> to</c><00:08:15.240><c> crop</c>

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collusion or something for them to crop
 

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collusion or something for them to crop
an<00:08:15.960><c> answer</c><00:08:16.960><c> uh</c><00:08:17.319><c> and</c><00:08:17.759><c> now</c><00:08:18.120><c> to</c><00:08:18.400><c> sort</c><00:08:18.599><c> of</c>

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an answer uh and now to sort of
 

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an answer uh and now to sort of
summarize<00:08:19.319><c> some</c><00:08:19.400><c> of</c><00:08:19.479><c> the</c><00:08:19.599><c> different</c><00:08:19.759><c> choices</c>

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summarize some of the different choices
 

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summarize some of the different choices
people<00:08:20.440><c> have</c><00:08:20.639><c> made</c><00:08:20.919><c> over</c><00:08:21.199><c> time</c><00:08:22.039><c> uh</c><00:08:22.199><c> I'm</c><00:08:22.319><c> going</c>

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people have made over time uh I'm going
 

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people have made over time uh I'm going
to<00:08:22.639><c> start</c><00:08:22.919><c> with</c><00:08:23.159><c> like</c><00:08:23.560><c> the</c><00:08:23.720><c> beginning</c><00:08:24.319><c> of</c><00:08:24.759><c> the</c>

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to start with like the beginning of the
 

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to start with like the beginning of the
history<00:08:25.199><c> of</c><00:08:25.319><c> this</c><00:08:25.560><c> problem</c><00:08:26.319><c> uh</c><00:08:26.440><c> which</c><00:08:26.560><c> is</c><00:08:26.639><c> a</c>

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history of this problem uh which is a
 

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history of this problem uh which is a
blog<00:08:27.120><c> post</c><00:08:27.520><c> by</c><00:08:27.720><c> vitalic</c><00:08:28.199><c> back</c><00:08:28.319><c> in</c><00:08:28.440><c> 2014</c><00:08:29.520><c> called</c>

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blog post by vitalic back in 2014 called
 

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blog post by vitalic back in 2014 called
he<00:08:29.840><c> called</c><00:08:30.039><c> shelling</c><00:08:30.400><c> coin</c><00:08:30.680><c> so</c><00:08:30.840><c> this</c><00:08:30.960><c> is</c><00:08:31.120><c> the</c>

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he called shelling coin so this is the
 

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he called shelling coin so this is the
dawn<00:08:31.479><c> of</c><00:08:31.639><c> ethereum</c><00:08:32.320><c> this</c><00:08:32.479><c> post</c><00:08:32.680><c> was</c><00:08:32.880><c> actually</c>

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dawn of ethereum this post was actually
 

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dawn of ethereum this post was actually
a<00:08:33.159><c> lot</c><00:08:33.279><c> of</c><00:08:33.479><c> the</c><00:08:33.680><c> like</c><00:08:33.800><c> one</c><00:08:33.919><c> of</c><00:08:34.000><c> the</c><00:08:34.080><c> big</c>

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a lot of the like one of the big
 

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a lot of the like one of the big
Inspirations<00:08:34.800><c> for</c><00:08:35.159><c> what</c><00:08:35.320><c> became</c><00:08:35.560><c> claros</c>

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Inspirations for what became claros
 

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Inspirations for what became claros
ultimately<00:08:37.240><c> uh</c><00:08:37.399><c> and</c><00:08:37.560><c> he</c><00:08:37.640><c> was</c><00:08:37.800><c> thinking</c><00:08:38.080><c> about</c>

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ultimately uh and he was thinking about
 

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ultimately uh and he was thinking about
this<00:08:38.440><c> sort</c><00:08:38.640><c> of</c><00:08:38.880><c> like</c><00:08:39.240><c> price</c><00:08:39.519><c> Oracle</c><00:08:39.959><c> question</c>

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this sort of like price Oracle question
 

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this sort of like price Oracle question
again<00:08:41.279><c> uh</c><00:08:41.560><c> where</c><00:08:42.479><c> his</c><00:08:42.880><c> proposal</c><00:08:43.279><c> is</c><00:08:43.560><c> okay</c><00:08:43.800><c> I</c>

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again uh where his proposal is okay I
 

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again uh where his proposal is okay I
have<00:08:44.120><c> people</c><00:08:44.440><c> that</c><00:08:44.600><c> each</c><00:08:44.760><c> submit</c><00:08:45.200><c> a</c><00:08:45.240><c> number</c>

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have people that each submit a number
 

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have people that each submit a number
value<00:08:46.360><c> uh</c><00:08:46.440><c> you</c><00:08:46.560><c> output</c><00:08:46.880><c> the</c><00:08:46.959><c> median</c><00:08:47.519><c> so</c><00:08:47.720><c> far</c>

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value uh you output the median so far
 

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value uh you output the median so far
that's<00:08:48.279><c> kind</c><00:08:48.399><c> of</c><00:08:48.560><c> normal</c><00:08:49.360><c> uh</c><00:08:49.519><c> and</c><00:08:49.720><c> then</c><00:08:50.200><c> his</c><00:08:50.640><c> uh</c>

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that's kind of normal uh and then his uh
 

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that's kind of normal uh and then his uh
incentive<00:08:51.240><c> function</c><00:08:51.640><c> was</c><00:08:51.800><c> that</c><00:08:51.920><c> you</c><00:08:52.040><c> reward</c>

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incentive function was that you reward
 

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incentive function was that you reward
people<00:08:52.680><c> in</c><00:08:52.800><c> the</c><00:08:52.959><c> 25</c><00:08:53.360><c> to</c><00:08:53.519><c> 75%</c><00:08:54.120><c> range</c><00:08:54.560><c> so</c><00:08:54.760><c> people</c>

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people in the 25 to 75% range so people
 

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people in the 25 to 75% range so people
who<00:08:55.279><c> have</c><00:08:56.080><c> middle</c><00:08:56.560><c> values</c><00:08:57.399><c> are</c><00:08:57.560><c> rewarded</c><00:08:57.959><c> and</c>

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who have middle values are rewarded and
 

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who have middle values are rewarded and
people<00:08:58.320><c> who</c><00:08:58.519><c> have</c><00:08:58.680><c> extreme</c><00:08:59.000><c> values</c><00:08:59.240><c> are</c><00:08:59.440><c> are</c>

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people who have extreme values are are
 

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people who have extreme values are are
not<00:08:59.720><c> rewarded</c><00:09:00.079><c> maybe</c><00:09:00.240><c> they're</c>

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not rewarded maybe they're
 

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not rewarded maybe they're
penalized<00:09:02.079><c> uh</c><00:09:02.440><c> he</c><00:09:02.680><c> didn't</c><00:09:03.000><c> explicitly</c><00:09:03.440><c> say</c>

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penalized uh he didn't explicitly say
 

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penalized uh he didn't explicitly say
who<00:09:03.720><c> the</c><00:09:03.800><c> participant</c><00:09:04.240><c> should</c><00:09:04.440><c> be</c><00:09:05.200><c> uh</c><00:09:05.320><c> he</c>

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who the participant should be uh he
 

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who the participant should be uh he
assumed<00:09:05.760><c> that</c><00:09:05.839><c> you</c><00:09:05.920><c> had</c><00:09:06.000><c> some</c><00:09:06.079><c> kind</c><00:09:06.200><c> of</c><00:09:06.279><c> Cil</c>

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assumed that you had some kind of Cil
 

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assumed that you had some kind of Cil
resistance<00:09:06.880><c> tool</c><00:09:07.240><c> so</c><00:09:07.440><c> this</c><00:09:07.560><c> could</c><00:09:07.680><c> be</c><00:09:07.760><c> either</c>

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resistance tool so this could be either
 

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resistance tool so this could be either
delegated<00:09:08.399><c> or</c><00:09:08.519><c> crowd</c><00:09:08.920><c> depending</c><00:09:09.200><c> on</c><00:09:09.399><c> exactly</c>

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delegated or crowd depending on exactly
 

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delegated or crowd depending on exactly
what<00:09:09.920><c> that</c><00:09:10.600><c> resistance</c><00:09:11.079><c> tool</c><00:09:11.320><c> looks</c><00:09:11.519><c> like</c><00:09:11.959><c> but</c>

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what that resistance tool looks like but
 

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what that resistance tool looks like but
you<00:09:12.160><c> can</c><00:09:12.320><c> certainly</c><00:09:12.680><c> imagine</c><00:09:13.040><c> like</c><00:09:13.200><c> a</c><00:09:13.360><c> crowd</c>

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you can certainly imagine like a crowd
 

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you can certainly imagine like a crowd
version<00:09:14.160><c> of</c><00:09:14.399><c> this</c><00:09:15.360><c> uh</c><00:09:15.920><c> and</c><00:09:16.040><c> now</c><00:09:16.200><c> here</c><00:09:16.399><c> note</c>

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version of this uh and now here note
 

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version of this uh and now here note
that<00:09:16.720><c> this</c><00:09:16.839><c> like</c><00:09:17.000><c> 25</c><00:09:17.519><c> 70%</c><00:09:18.040><c> rule</c><00:09:18.920><c> uh</c><00:09:19.200><c> now</c><00:09:19.440><c> the</c>

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that this like 25 70% rule uh now the
 

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that this like 25 70% rule uh now the
notion<00:09:19.760><c> of</c><00:09:19.880><c> being</c><00:09:20.120><c> close</c><00:09:20.360><c> to</c><00:09:20.480><c> the</c><00:09:20.560><c> answer</c><00:09:20.800><c> of</c>

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notion of being close to the answer of
 

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notion of being close to the answer of
being<00:09:21.120><c> rewarded</c><00:09:22.000><c> uh</c><00:09:22.160><c> close</c><00:09:22.360><c> enough</c><00:09:22.519><c> to</c><00:09:22.600><c> be</c>

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being rewarded uh close enough to be
 

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being rewarded uh close enough to be
rewarded<00:09:23.120><c> is</c><00:09:23.240><c> being</c><00:09:23.560><c> closer</c><00:09:23.920><c> than</c><00:09:24.120><c> other</c>

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rewarded is being closer than other
 

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rewarded is being closer than other
people<00:09:25.040><c> not</c><00:09:25.200><c> just</c><00:09:25.360><c> close</c><00:09:25.560><c> to</c><00:09:25.680><c> the</c><00:09:25.839><c> value</c><00:09:26.200><c> but</c>

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people not just close to the value but
 

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people not just close to the value but
like<00:09:26.560><c> I</c><00:09:26.680><c> have</c><00:09:26.760><c> to</c><00:09:26.880><c> beat</c><00:09:27.079><c> out</c><00:09:27.240><c> somebody</c><00:09:27.519><c> else</c>

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like I have to beat out somebody else
 

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like I have to beat out somebody else
everybody<00:09:28.480><c> can</c><00:09:28.600><c> be</c><00:09:28.760><c> within</c><00:09:28.959><c> 1%</c><00:09:29.640><c> not</c><00:09:29.800><c> everybody</c>

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everybody can be within 1% not everybody
 

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everybody can be within 1% not everybody
can<00:09:30.160><c> be</c><00:09:30.320><c> within</c><00:09:30.480><c> the</c><00:09:30.560><c> middle</c><00:09:31.040><c> 50</c><00:09:31.399><c> 50</c>

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can be within the middle 50 50
 

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can be within the middle 50 50
percentile<00:09:33.880><c> uh</c><00:09:34.279><c> so</c><00:09:35.040><c> moving</c><00:09:35.320><c> on</c><00:09:35.519><c> in</c><00:09:35.959><c> history</c><00:09:36.959><c> uh</c>

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percentile uh so moving on in history uh
 

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percentile uh so moving on in history uh
like<00:09:37.560><c> the</c><00:09:37.920><c> big</c><00:09:38.200><c> Oracle</c><00:09:38.640><c> provider</c><00:09:39.000><c> at</c><00:09:39.079><c> least</c>

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like the big Oracle provider at least
 

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like the big Oracle provider at least
for<00:09:39.320><c> Price</c><00:09:39.480><c> oracles</c><00:09:39.839><c> now</c><00:09:40.000><c> is</c><00:09:40.079><c> chain</c><00:09:40.320><c> link</c><00:09:40.519><c> so</c>

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for Price oracles now is chain link so
 

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for Price oracles now is chain link so
I'll<00:09:40.839><c> I'll</c><00:09:41.000><c> summarize</c><00:09:41.399><c> what</c><00:09:41.519><c> they</c><00:09:41.640><c> do</c><00:09:41.920><c> and</c><00:09:42.079><c> how</c>

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I'll I'll summarize what they do and how
 

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I'll I'll summarize what they do and how
that's<00:09:42.480><c> kind</c><00:09:42.640><c> of</c><00:09:42.920><c> you</c><00:09:43.040><c> know</c><00:09:43.279><c> there's</c><00:09:43.560><c> choices</c>

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that's kind of you know there's choices
 

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that's kind of you know there's choices
evolved<00:09:44.399><c> from</c><00:09:44.959><c> from</c><00:09:45.240><c> what</c><00:09:45.399><c> shelling</c><00:09:45.800><c> coin</c>

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evolved from from what shelling coin
 

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evolved from from what shelling coin
proposed<00:09:47.079><c> uh</c><00:09:47.200><c> so</c><00:09:47.399><c> here</c><00:09:47.560><c> they</c><00:09:47.720><c> have</c><00:09:47.959><c> like</c><00:09:48.079><c> a</c>

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proposed uh so here they have like a
 

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proposed uh so here they have like a
Marketplace<00:09:48.839><c> of</c><00:09:49.000><c> nodes</c><00:09:49.440><c> that</c><00:09:49.680><c> provide</c><00:09:50.079><c> Oracle</c>

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Marketplace of nodes that provide Oracle
 

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Marketplace of nodes that provide Oracle
information<00:09:51.480><c> those</c><00:09:51.640><c> nodes</c><00:09:51.920><c> are</c><00:09:52.120><c> supposed</c><00:09:52.480><c> to</c>

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information those nodes are supposed to
 

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information those nodes are supposed to
take<00:09:53.240><c> information</c><00:09:53.560><c> from</c><00:09:53.720><c> reliable</c><00:09:54.120><c> sources</c>

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take information from reliable sources
 

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take information from reliable sources
coin<00:09:54.880><c> gecko</c><00:09:55.240><c> kico</c><00:09:55.680><c> whatever</c><00:09:56.680><c> uh</c><00:09:56.959><c> and</c><00:09:57.079><c> then</c><00:09:57.200><c> a</c>

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coin gecko kico whatever uh and then a
 

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coin gecko kico whatever uh and then a
given<00:09:57.600><c> price</c><00:09:58.160><c> feed</c><00:09:58.640><c> has</c><00:09:58.920><c> a</c><00:09:59.040><c> bunch</c><00:09:59.519><c> of</c><00:09:59.600><c> nodes</c>

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given price feed has a bunch of nodes
 

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given price feed has a bunch of nodes
that<00:10:00.000><c> are</c><00:10:00.160><c> sort</c><00:10:00.279><c> of</c><00:10:00.600><c> delegated</c><00:10:01.040><c> into</c><00:10:01.240><c> it</c><00:10:02.040><c> uh</c>

00:10:02.190 --> 00:10:02.200 align:start position:0%
that are sort of delegated into it uh
 

00:10:02.200 --> 00:10:03.990 align:start position:0%
that are sort of delegated into it uh
and<00:10:02.279><c> you</c><00:10:02.440><c> output</c><00:10:02.839><c> the</c><00:10:02.959><c> median</c><00:10:03.560><c> of</c><00:10:03.880><c> the</c>

00:10:03.990 --> 00:10:04.000 align:start position:0%
and you output the median of the
 

00:10:04.000 --> 00:10:05.389 align:start position:0%
and you output the median of the
different<00:10:04.240><c> nodes</c><00:10:04.720><c> and</c><00:10:04.839><c> those</c><00:10:05.000><c> nodes</c><00:10:05.240><c> are</c>

00:10:05.389 --> 00:10:05.399 align:start position:0%
different nodes and those nodes are
 

00:10:05.399 --> 00:10:08.190 align:start position:0%
different nodes and those nodes are
rewarded<00:10:05.800><c> for</c><00:10:06.000><c> their</c><00:10:06.240><c> payment</c><00:10:06.640><c> for</c><00:10:07.200><c> services</c>

00:10:08.190 --> 00:10:08.200 align:start position:0%
rewarded for their payment for services
 

00:10:08.200 --> 00:10:11.949 align:start position:0%
rewarded for their payment for services
uh<00:10:08.600><c> so</c><00:10:09.399><c> in</c><00:10:09.519><c> some</c><00:10:09.720><c> sense</c><00:10:10.040><c> this</c><00:10:10.200><c> is</c><00:10:10.560><c> crowd</c><00:10:11.000><c> is</c><00:10:11.839><c> uh</c>

00:10:11.949 --> 00:10:11.959 align:start position:0%
uh so in some sense this is crowd is uh
 

00:10:11.959 --> 00:10:12.949 align:start position:0%
uh so in some sense this is crowd is uh
because<00:10:12.160><c> there's</c><00:10:12.320><c> this</c><00:10:12.480><c> Marketplace</c>

00:10:12.949 --> 00:10:12.959 align:start position:0%
because there's this Marketplace
 

00:10:12.959 --> 00:10:14.470 align:start position:0%
because there's this Marketplace
everybody<00:10:13.240><c> can</c><00:10:13.360><c> participate</c><00:10:13.839><c> I</c><00:10:14.000><c> to</c><00:10:14.200><c> can</c><00:10:14.279><c> spin</c>

00:10:14.470 --> 00:10:14.480 align:start position:0%
everybody can participate I to can spin
 

00:10:14.480 --> 00:10:17.389 align:start position:0%
everybody can participate I to can spin
up<00:10:14.600><c> a</c><00:10:14.680><c> chain</c><00:10:15.040><c> chain</c><00:10:15.200><c> Lan</c><00:10:15.760><c> uh</c><00:10:15.880><c> node</c><00:10:16.720><c> uh</c><00:10:16.839><c> but</c><00:10:17.040><c> in</c>

00:10:17.389 --> 00:10:17.399 align:start position:0%
up a chain chain Lan uh node uh but in
 

00:10:17.399 --> 00:10:19.550 align:start position:0%
up a chain chain Lan uh node uh but in
practice<00:10:18.399><c> uh</c><00:10:18.519><c> it</c><00:10:18.680><c> winds</c><00:10:18.959><c> up</c><00:10:19.120><c> being</c><00:10:19.279><c> more</c><00:10:19.440><c> like</c>

00:10:19.550 --> 00:10:19.560 align:start position:0%
practice uh it winds up being more like
 

00:10:19.560 --> 00:10:22.069 align:start position:0%
practice uh it winds up being more like
a<00:10:19.680><c> delegated</c><00:10:20.120><c> system</c><00:10:20.720><c> uh</c><00:10:20.839><c> because</c><00:10:21.079><c> any</c><00:10:21.360><c> given</c>

00:10:22.069 --> 00:10:22.079 align:start position:0%
a delegated system uh because any given
 

00:10:22.079 --> 00:10:24.990 align:start position:0%
a delegated system uh because any given
price<00:10:22.320><c> feed</c><00:10:22.839><c> has</c><00:10:23.079><c> some</c><00:10:23.560><c> some</c><00:10:23.760><c> nodes</c><00:10:24.120><c> selected</c>

00:10:24.990 --> 00:10:25.000 align:start position:0%
price feed has some some nodes selected
 

00:10:25.000 --> 00:10:26.030 align:start position:0%
price feed has some some nodes selected
uh<00:10:25.120><c> and</c><00:10:25.200><c> then</c><00:10:25.320><c> if</c><00:10:25.360><c> you</c><00:10:25.480><c> want</c><00:10:25.560><c> to</c><00:10:25.640><c> get</c><00:10:25.760><c> rid</c><00:10:25.920><c> of</c>

00:10:26.030 --> 00:10:26.040 align:start position:0%
uh and then if you want to get rid of
 

00:10:26.040 --> 00:10:28.269 align:start position:0%
uh and then if you want to get rid of
them<00:10:26.399><c> that</c><00:10:27.000><c> that</c><00:10:27.680><c> goes</c><00:10:27.880><c> back</c><00:10:28.000><c> to</c><00:10:28.120><c> this</c>

00:10:28.269 --> 00:10:28.279 align:start position:0%
them that that goes back to this
 

00:10:28.279 --> 00:10:29.470 align:start position:0%
them that that goes back to this
question<00:10:28.480><c> of</c><00:10:28.640><c> like</c><00:10:28.760><c> voting</c><00:10:29.040><c> them</c><00:10:29.160><c> out</c><00:10:29.360><c> through</c>

00:10:29.470 --> 00:10:29.480 align:start position:0%
question of like voting them out through
 

00:10:29.480 --> 00:10:31.590 align:start position:0%
question of like voting them out through
a<00:10:29.560><c> governance</c><00:10:30.000><c> process</c><00:10:30.880><c> uh</c><00:10:31.040><c> if</c><00:10:31.120><c> I</c><00:10:31.240><c> have</c><00:10:31.399><c> like</c><00:10:31.480><c> a</c>

00:10:31.590 --> 00:10:31.600 align:start position:0%
a governance process uh if I have like a
 

00:10:31.600 --> 00:10:32.910 align:start position:0%
a governance process uh if I have like a
price<00:10:31.800><c> feed</c><00:10:31.959><c> that's</c><00:10:32.079><c> used</c><00:10:32.279><c> by</c><00:10:32.360><c> a</c><00:10:32.440><c> big</c><00:10:32.560><c> defi</c>

00:10:32.910 --> 00:10:32.920 align:start position:0%
price feed that's used by a big defi
 

00:10:32.920 --> 00:10:34.710 align:start position:0%
price feed that's used by a big defi
application<00:10:33.320><c> like</c><00:10:33.480><c> compound</c><00:10:33.880><c> or</c><00:10:34.040><c> something</c>

00:10:34.710 --> 00:10:34.720 align:start position:0%
application like compound or something
 

00:10:34.720 --> 00:10:36.310 align:start position:0%
application like compound or something
like<00:10:34.800><c> if</c><00:10:34.920><c> one</c><00:10:35.000><c> of</c><00:10:35.079><c> the</c><00:10:35.160><c> nodes</c><00:10:35.399><c> does</c><00:10:35.560><c> a</c><00:10:35.720><c> bad</c><00:10:35.920><c> job</c>

00:10:36.310 --> 00:10:36.320 align:start position:0%
like if one of the nodes does a bad job
 

00:10:36.320 --> 00:10:37.750 align:start position:0%
like if one of the nodes does a bad job
then<00:10:36.519><c> you</c><00:10:36.720><c> correct</c><00:10:37.079><c> that</c><00:10:37.279><c> by</c><00:10:37.399><c> going</c><00:10:37.560><c> on</c><00:10:37.639><c> the</c>

00:10:37.750 --> 00:10:37.760 align:start position:0%
then you correct that by going on the
 

00:10:37.760 --> 00:10:39.310 align:start position:0%
then you correct that by going on the
compound<00:10:38.079><c> forum</c><00:10:38.480><c> and</c><00:10:38.600><c> having</c><00:10:38.800><c> a</c><00:10:38.959><c> proposal</c>

00:10:39.310 --> 00:10:39.320 align:start position:0%
compound forum and having a proposal
 

00:10:39.320 --> 00:10:40.670 align:start position:0%
compound forum and having a proposal
that<00:10:39.440><c> looks</c><00:10:39.639><c> kind</c><00:10:39.760><c> of</c><00:10:39.920><c> like</c><00:10:40.120><c> this</c><00:10:40.519><c> where</c>

00:10:40.670 --> 00:10:40.680 align:start position:0%
that looks kind of like this where
 

00:10:40.680 --> 00:10:42.069 align:start position:0%
that looks kind of like this where
you're<00:10:40.839><c> like</c><00:10:41.000><c> please</c><00:10:41.160><c> change</c><00:10:41.440><c> the</c><00:10:41.560><c> price</c><00:10:41.760><c> feed</c>

00:10:42.069 --> 00:10:42.079 align:start position:0%
you're like please change the price feed
 

00:10:42.079 --> 00:10:43.629 align:start position:0%
you're like please change the price feed
update<00:10:42.360><c> and</c><00:10:42.519><c> get</c><00:10:42.639><c> rid</c><00:10:42.760><c> of</c><00:10:42.880><c> that</c>

00:10:43.629 --> 00:10:43.639 align:start position:0%
update and get rid of that
 

00:10:43.639 --> 00:10:47.190 align:start position:0%
update and get rid of that
note<00:10:44.639><c> um</c><00:10:45.279><c> so</c><00:10:45.600><c> now</c><00:10:45.720><c> to</c><00:10:45.920><c> like</c><00:10:46.240><c> to</c><00:10:46.440><c> like</c><00:10:46.639><c> just</c><00:10:46.959><c> wrap</c>

00:10:47.190 --> 00:10:47.200 align:start position:0%
note um so now to like to like just wrap
 

00:10:47.200 --> 00:10:48.910 align:start position:0%
note um so now to like to like just wrap
up<00:10:47.360><c> this</c><00:10:47.560><c> question</c><00:10:47.800><c> of</c><00:10:48.079><c> like</c><00:10:48.399><c> delegated</c>

00:10:48.910 --> 00:10:48.920 align:start position:0%
up this question of like delegated
 

00:10:48.920 --> 00:10:51.389 align:start position:0%
up this question of like delegated
versus<00:10:49.279><c> crowd</c><00:10:50.240><c> uh</c><00:10:50.360><c> here's</c><00:10:50.519><c> a</c><00:10:50.720><c> sort</c><00:10:50.839><c> of</c><00:10:51.000><c> partial</c>

00:10:51.389 --> 00:10:51.399 align:start position:0%
versus crowd uh here's a sort of partial
 

00:10:51.399 --> 00:10:54.030 align:start position:0%
versus crowd uh here's a sort of partial
list<00:10:51.639><c> of</c><00:10:51.839><c> different</c><00:10:52.120><c> projects</c><00:10:52.480><c> over</c><00:10:52.760><c> time</c><00:10:53.120><c> and</c>

00:10:54.030 --> 00:10:54.040 align:start position:0%
list of different projects over time and
 

00:10:54.040 --> 00:10:55.269 align:start position:0%
list of different projects over time and
there's<00:10:54.240><c> kind</c><00:10:54.360><c> of</c><00:10:54.440><c> a</c><00:10:54.560><c> spectrum</c><00:10:54.920><c> you</c><00:10:55.000><c> can</c><00:10:55.079><c> be</c>

00:10:55.269 --> 00:10:55.279 align:start position:0%
there's kind of a spectrum you can be
 

00:10:55.279 --> 00:10:56.790 align:start position:0%
there's kind of a spectrum you can be
sort<00:10:55.399><c> of</c><00:10:55.480><c> in</c><00:10:55.600><c> the</c><00:10:55.639><c> middle</c><00:10:55.880><c> but</c><00:10:56.120><c> like</c><00:10:56.480><c> more</c><00:10:56.639><c> or</c>

00:10:56.790 --> 00:10:56.800 align:start position:0%
sort of in the middle but like more or
 

00:10:56.800 --> 00:10:59.310 align:start position:0%
sort of in the middle but like more or
less<00:10:57.000><c> clustered</c><00:10:57.399><c> into</c><00:10:57.639><c> the</c><00:10:57.760><c> two</c><00:10:58.000><c> sides</c><00:10:58.920><c> uh</c>

00:10:59.310 --> 00:10:59.320 align:start position:0%
less clustered into the two sides uh
 

00:10:59.320 --> 00:11:01.030 align:start position:0%
less clustered into the two sides uh
Acer<00:10:59.639><c> had</c><00:10:59.760><c> an</c><00:10:59.880><c> internal</c><00:11:00.279><c> price</c><00:11:00.480><c> Oracle</c><00:11:00.839><c> for</c>

00:11:01.030 --> 00:11:01.040 align:start position:0%
Acer had an internal price Oracle for
 

00:11:01.040 --> 00:11:04.350 align:start position:0%
Acer had an internal price Oracle for
their<00:11:01.320><c> their</c><00:11:01.680><c> die</c><00:11:01.920><c> stable</c><00:11:02.399><c> coin</c><00:11:03.399><c> uh</c><00:11:03.639><c> and</c><00:11:04.240><c> it's</c>

00:11:04.350 --> 00:11:04.360 align:start position:0%
their their die stable coin uh and it's
 

00:11:04.360 --> 00:11:05.710 align:start position:0%
their their die stable coin uh and it's
older<00:11:04.600><c> than</c><00:11:04.680><c> anything</c><00:11:04.880><c> else</c><00:11:05.000><c> on</c><00:11:05.160><c> this</c><00:11:05.279><c> table</c>

00:11:05.710 --> 00:11:05.720 align:start position:0%
older than anything else on this table
 

00:11:05.720 --> 00:11:07.150 align:start position:0%
older than anything else on this table
so<00:11:06.040><c> like</c><00:11:06.160><c> they</c><00:11:06.320><c> had</c><00:11:06.440><c> more</c><00:11:06.519><c> of</c><00:11:06.600><c> a</c><00:11:06.720><c> delegated</c>

00:11:07.150 --> 00:11:07.160 align:start position:0%
so like they had more of a delegated
 

00:11:07.160 --> 00:11:09.269 align:start position:0%
so like they had more of a delegated
model<00:11:07.959><c> uh</c><00:11:08.120><c> really</c><00:11:08.360><c> all</c><00:11:08.600><c> the</c><00:11:08.720><c> price</c><00:11:08.959><c> Oracle</c>

00:11:09.269 --> 00:11:09.279 align:start position:0%
model uh really all the price Oracle
 

00:11:09.279 --> 00:11:10.550 align:start position:0%
model uh really all the price Oracle
things<00:11:09.480><c> have</c><00:11:09.639><c> this</c><00:11:09.839><c> have</c><00:11:10.000><c> this</c><00:11:10.120><c> delegated</c>

00:11:10.550 --> 00:11:10.560 align:start position:0%
things have this have this delegated
 

00:11:10.560 --> 00:11:12.629 align:start position:0%
things have this have this delegated
model<00:11:10.839><c> which</c><00:11:10.920><c> is</c><00:11:11.120><c> probably</c><00:11:11.639><c> the</c><00:11:11.760><c> only</c><00:11:12.320><c> like</c>

00:11:12.629 --> 00:11:12.639 align:start position:0%
model which is probably the only like
 

00:11:12.639 --> 00:11:14.150 align:start position:0%
model which is probably the only like
practical<00:11:13.040><c> choice</c><00:11:13.240><c> you</c><00:11:13.320><c> could</c><00:11:13.480><c> make</c><00:11:13.639><c> at</c><00:11:13.720><c> least</c>

00:11:14.150 --> 00:11:14.160 align:start position:0%
practical choice you could make at least
 

00:11:14.160 --> 00:11:16.470 align:start position:0%
practical choice you could make at least
historically<00:11:15.160><c> uh</c><00:11:15.480><c> because</c><00:11:15.920><c> if</c><00:11:16.000><c> you</c><00:11:16.120><c> want</c><00:11:16.320><c> a</c>

00:11:16.470 --> 00:11:16.480 align:start position:0%
historically uh because if you want a
 

00:11:16.480 --> 00:11:18.069 align:start position:0%
historically uh because if you want a
price<00:11:16.720><c> Oracle</c><00:11:17.040><c> that</c><00:11:17.120><c> updates</c><00:11:17.639><c> you</c><00:11:17.800><c> know</c><00:11:17.920><c> in</c>

00:11:18.069 --> 00:11:18.079 align:start position:0%
price Oracle that updates you know in
 

00:11:18.079 --> 00:11:20.629 align:start position:0%
price Oracle that updates you know in
real<00:11:18.360><c> time</c><00:11:18.560><c> for</c><00:11:18.720><c> defi</c><00:11:19.360><c> applications</c><00:11:20.360><c> you</c><00:11:20.480><c> know</c>

00:11:20.629 --> 00:11:20.639 align:start position:0%
real time for defi applications you know
 

00:11:20.639 --> 00:11:22.470 align:start position:0%
real time for defi applications you know
you<00:11:20.800><c> can't</c><00:11:21.079><c> have</c><00:11:21.720><c> huge</c><00:11:21.959><c> crowds</c><00:11:22.240><c> of</c><00:11:22.320><c> people</c>

00:11:22.470 --> 00:11:22.480 align:start position:0%
you can't have huge crowds of people
 

00:11:22.480 --> 00:11:24.110 align:start position:0%
you can't have huge crowds of people
voting<00:11:22.760><c> constantly</c><00:11:23.200><c> the</c><00:11:23.320><c> gas</c><00:11:23.480><c> would</c><00:11:23.600><c> be</c><00:11:23.720><c> crazy</c>

00:11:24.110 --> 00:11:24.120 align:start position:0%
voting constantly the gas would be crazy
 

00:11:24.120 --> 00:11:25.430 align:start position:0%
voting constantly the gas would be crazy
people<00:11:24.279><c> aren't</c><00:11:24.560><c> performant</c><00:11:25.000><c> enough</c><00:11:25.200><c> to</c><00:11:25.279><c> do</c>

00:11:25.430 --> 00:11:25.440 align:start position:0%
people aren't performant enough to do
 

00:11:25.440 --> 00:11:27.150 align:start position:0%
people aren't performant enough to do
that<00:11:26.240><c> uh</c><00:11:26.360><c> the</c><00:11:26.519><c> stuff</c><00:11:26.639><c> on</c><00:11:26.760><c> the</c><00:11:26.839><c> other</c><00:11:27.000><c> side</c>

00:11:27.150 --> 00:11:27.160 align:start position:0%
that uh the stuff on the other side
 

00:11:27.160 --> 00:11:30.829 align:start position:0%
that uh the stuff on the other side
that's<00:11:27.320><c> more</c><00:11:27.480><c> crowd</c><00:11:28.440><c> uh</c><00:11:28.600><c> claros</c><00:11:29.560><c> Uma</c><00:11:30.560><c> you</c><00:11:30.639><c> know</c>

00:11:30.829 --> 00:11:30.839 align:start position:0%
that's more crowd uh claros Uma you know
 

00:11:30.839 --> 00:11:32.629 align:start position:0%
that's more crowd uh claros Uma you know
have<00:11:31.040><c> more</c><00:11:31.360><c> like</c><00:11:31.560><c> individual</c><00:11:32.000><c> one-off</c><00:11:32.399><c> cases</c>

00:11:32.629 --> 00:11:32.639 align:start position:0%
have more like individual one-off cases
 

00:11:32.639 --> 00:11:34.430 align:start position:0%
have more like individual one-off cases
involving<00:11:32.959><c> human</c><00:11:33.279><c> effort</c><00:11:33.560><c> so</c><00:11:33.720><c> it's</c><00:11:33.839><c> not</c><00:11:34.160><c> super</c>

00:11:34.430 --> 00:11:34.440 align:start position:0%
involving human effort so it's not super
 

00:11:34.440 --> 00:11:35.870 align:start position:0%
involving human effort so it's not super
important<00:11:34.800><c> that</c><00:11:34.959><c> people</c><00:11:35.120><c> are</c><00:11:35.399><c> up</c><00:11:35.560><c> to</c><00:11:35.680><c> you</c><00:11:35.760><c> know</c>

00:11:35.870 --> 00:11:35.880 align:start position:0%
important that people are up to you know
 

00:11:35.880 --> 00:11:39.430 align:start position:0%
important that people are up to you know
voting<00:11:36.120><c> in</c><00:11:36.279><c> real</c><00:11:36.880><c> time</c><00:11:37.880><c> uh</c><00:11:38.360><c> Nest</c><00:11:38.959><c> has</c><00:11:39.120><c> a</c><00:11:39.279><c> sort</c>

00:11:39.430 --> 00:11:39.440 align:start position:0%
voting in real time uh Nest has a sort
 

00:11:39.440 --> 00:11:41.550 align:start position:0%
voting in real time uh Nest has a sort
of<00:11:39.519><c> an</c><00:11:39.639><c> interesting</c><00:11:40.079><c> thing</c><00:11:40.360><c> where</c><00:11:40.720><c> um</c><00:11:41.399><c> they</c>

00:11:41.550 --> 00:11:41.560 align:start position:0%
of an interesting thing where um they
 

00:11:41.560 --> 00:11:43.710 align:start position:0%
of an interesting thing where um they
are<00:11:42.000><c> specific</c><00:11:42.360><c> to</c><00:11:42.480><c> price</c><00:11:42.680><c> oracles</c><00:11:43.320><c> uh</c><00:11:43.480><c> because</c>

00:11:43.710 --> 00:11:43.720 align:start position:0%
are specific to price oracles uh because
 

00:11:43.720 --> 00:11:45.230 align:start position:0%
are specific to price oracles uh because
they<00:11:43.880><c> use</c><00:11:44.279><c> like</c><00:11:44.399><c> an</c><00:11:44.519><c> arbitration</c><00:11:45.079><c> an</c>

00:11:45.230 --> 00:11:45.240 align:start position:0%
they use like an arbitration an
 

00:11:45.240 --> 00:11:48.150 align:start position:0%
they use like an arbitration an
Arbitrage<00:11:45.760><c> game</c><00:11:46.639><c> uh</c><00:11:46.839><c> to</c><00:11:47.360><c> uh</c><00:11:47.600><c> as</c><00:11:47.720><c> part</c><00:11:47.880><c> of</c><00:11:48.000><c> their</c>

00:11:48.150 --> 00:11:48.160 align:start position:0%
Arbitrage game uh to uh as part of their
 

00:11:48.160 --> 00:11:50.190 align:start position:0%
Arbitrage game uh to uh as part of their
mechanism<00:11:48.720><c> so</c><00:11:48.959><c> it</c><00:11:49.079><c> depends</c><00:11:49.320><c> on</c><00:11:49.399><c> being</c><00:11:49.560><c> a</c><00:11:49.639><c> price</c>

00:11:50.190 --> 00:11:50.200 align:start position:0%
mechanism so it depends on being a price
 

00:11:50.200 --> 00:11:53.389 align:start position:0%
mechanism so it depends on being a price
Oracle<00:11:51.200><c> okay</c><00:11:51.519><c> now</c><00:11:52.240><c> getting</c><00:11:52.800><c> back</c><00:11:52.959><c> to</c><00:11:53.279><c> the</c>

00:11:53.389 --> 00:11:53.399 align:start position:0%
Oracle okay now getting back to the
 

00:11:53.399 --> 00:11:55.949 align:start position:0%
Oracle okay now getting back to the
other<00:11:53.959><c> questions</c><00:11:54.959><c> aggregation</c><00:11:55.480><c> functions</c>

00:11:55.949 --> 00:11:55.959 align:start position:0%
other questions aggregation functions
 

00:11:55.959 --> 00:11:58.430 align:start position:0%
other questions aggregation functions
incentive<00:11:56.440><c> functions</c><00:11:57.440><c> uh</c><00:11:57.760><c> which</c><00:11:58.079><c> ultimately</c>

00:11:58.430 --> 00:11:58.440 align:start position:0%
incentive functions uh which ultimately
 

00:11:58.440 --> 00:12:00.590 align:start position:0%
incentive functions uh which ultimately
comes<00:11:58.680><c> down</c><00:11:58.839><c> to</c><00:11:59.320><c> what</c><00:11:59.440><c> are</c><00:11:59.560><c> the</c><00:11:59.720><c> attacks</c><00:12:00.440><c> if</c>

00:12:00.590 --> 00:12:00.600 align:start position:0%
comes down to what are the attacks if
 

00:12:00.600 --> 00:12:02.509 align:start position:0%
comes down to what are the attacks if
I'm<00:12:00.760><c> trying</c><00:12:01.000><c> to</c><00:12:01.200><c> manipulate</c><00:12:01.720><c> the</c><00:12:01.880><c> system</c><00:12:02.279><c> like</c>

00:12:02.509 --> 00:12:02.519 align:start position:0%
I'm trying to manipulate the system like
 

00:12:02.519 --> 00:12:04.069 align:start position:0%
I'm trying to manipulate the system like
what<00:12:02.639><c> can</c><00:12:02.760><c> I</c><00:12:02.880><c> do</c><00:12:03.120><c> and</c><00:12:03.240><c> which</c><00:12:03.360><c> systems</c><00:12:03.639><c> are</c><00:12:03.800><c> more</c>

00:12:04.069 --> 00:12:04.079 align:start position:0%
what can I do and which systems are more
 

00:12:04.079 --> 00:12:06.509 align:start position:0%
what can I do and which systems are more
robust<00:12:05.079><c> uh</c><00:12:05.279><c> so</c><00:12:05.560><c> an</c><00:12:05.720><c> attack</c><00:12:05.959><c> that</c><00:12:06.120><c> was</c><00:12:06.279><c> already</c>

00:12:06.509 --> 00:12:06.519 align:start position:0%
robust uh so an attack that was already
 

00:12:06.519 --> 00:12:08.350 align:start position:0%
robust uh so an attack that was already
highlighted<00:12:06.920><c> by</c><00:12:07.079><c> vitalic</c><00:12:07.720><c> in</c><00:12:08.000><c> uh</c><00:12:08.120><c> in</c><00:12:08.240><c> his</c>

00:12:08.350 --> 00:12:08.360 align:start position:0%
highlighted by vitalic in uh in his
 

00:12:08.360 --> 00:12:10.470 align:start position:0%
highlighted by vitalic in uh in his
shelling<00:12:08.800><c> coin</c><00:12:09.200><c> article</c><00:12:09.839><c> is</c><00:12:10.000><c> what</c><00:12:10.120><c> he</c><00:12:10.240><c> called</c>

00:12:10.470 --> 00:12:10.480 align:start position:0%
shelling coin article is what he called
 

00:12:10.480 --> 00:12:12.310 align:start position:0%
shelling coin article is what he called
micro<00:12:10.839><c> cheating</c><00:12:11.399><c> there's</c><00:12:11.600><c> this</c><00:12:11.839><c> long</c><00:12:12.040><c> quote</c>

00:12:12.310 --> 00:12:12.320 align:start position:0%
micro cheating there's this long quote
 

00:12:12.320 --> 00:12:13.829 align:start position:0%
micro cheating there's this long quote
I'm<00:12:12.399><c> not</c><00:12:12.480><c> going</c><00:12:12.600><c> to</c><00:12:12.680><c> read</c><00:12:12.800><c> the</c><00:12:12.920><c> whole</c><00:12:13.079><c> thing</c><00:12:13.680><c> uh</c>

00:12:13.829 --> 00:12:13.839 align:start position:0%
I'm not going to read the whole thing uh
 

00:12:13.839 --> 00:12:15.310 align:start position:0%
I'm not going to read the whole thing uh
but<00:12:14.000><c> basically</c><00:12:14.399><c> the</c><00:12:14.519><c> idea</c><00:12:14.839><c> is</c><00:12:14.920><c> that</c><00:12:15.040><c> you</c><00:12:15.199><c> can</c>

00:12:15.310 --> 00:12:15.320 align:start position:0%
but basically the idea is that you can
 

00:12:15.320 --> 00:12:16.670 align:start position:0%
but basically the idea is that you can
just<00:12:15.480><c> nudge</c><00:12:15.839><c> the</c><00:12:15.959><c> value</c><00:12:16.240><c> provide</c><00:12:16.519><c> just</c><00:12:16.600><c> a</c>

00:12:16.670 --> 00:12:16.680 align:start position:0%
just nudge the value provide just a
 

00:12:16.680 --> 00:12:17.949 align:start position:0%
just nudge the value provide just a
little<00:12:16.839><c> bit</c><00:12:17.120><c> like</c><00:12:17.279><c> you</c><00:12:17.480><c> you</c><00:12:17.600><c> know</c><00:12:17.760><c> what</c><00:12:17.880><c> the</c>

00:12:17.949 --> 00:12:17.959 align:start position:0%
little bit like you you know what the
 

00:12:17.959 --> 00:12:19.430 align:start position:0%
little bit like you you know what the
true<00:12:18.160><c> honor</c><00:12:18.519><c> answer</c><00:12:18.760><c> is</c><00:12:18.880><c> but</c><00:12:19.040><c> you</c><00:12:19.199><c> as</c><00:12:19.320><c> an</c>

00:12:19.430 --> 00:12:19.440 align:start position:0%
true honor answer is but you as an
 

00:12:19.440 --> 00:12:22.230 align:start position:0%
true honor answer is but you as an
attacker<00:12:20.360><c> you</c><00:12:21.279><c> uh</c><00:12:21.399><c> provide</c><00:12:21.639><c> a</c><00:12:21.720><c> value</c><00:12:21.959><c> this</c><00:12:22.079><c> is</c>

00:12:22.230 --> 00:12:22.240 align:start position:0%
attacker you uh provide a value this is
 

00:12:22.240 --> 00:12:23.990 align:start position:0%
attacker you uh provide a value this is
slightly<00:12:22.639><c> to</c><00:12:22.800><c> one</c><00:12:23.000><c> side</c><00:12:23.440><c> whatever</c><00:12:23.800><c> side</c><00:12:23.920><c> you</c>

00:12:23.990 --> 00:12:24.000 align:start position:0%
slightly to one side whatever side you
 

00:12:24.000 --> 00:12:25.710 align:start position:0%
slightly to one side whatever side you
want<00:12:24.079><c> to</c><00:12:24.199><c> nudge</c><00:12:24.440><c> the</c><00:12:24.560><c> Oracle</c><00:12:25.360><c> uh</c><00:12:25.480><c> and</c><00:12:25.639><c> if</c>

00:12:25.710 --> 00:12:25.720 align:start position:0%
want to nudge the Oracle uh and if
 

00:12:25.720 --> 00:12:27.430 align:start position:0%
want to nudge the Oracle uh and if
you're<00:12:26.279><c> sophisticated</c><00:12:26.920><c> maybe</c><00:12:27.120><c> you</c><00:12:27.199><c> say</c>

00:12:27.430 --> 00:12:27.440 align:start position:0%
you're sophisticated maybe you say
 

00:12:27.440 --> 00:12:29.430 align:start position:0%
you're sophisticated maybe you say
within<00:12:27.639><c> the</c><00:12:27.760><c> 25</c><00:12:28.079><c> to</c><00:12:28.199><c> 75%</c><00:12:28.760><c> range</c><00:12:28.959><c> so</c><00:12:29.240><c> not</c><00:12:29.320><c> even</c>

00:12:29.430 --> 00:12:29.440 align:start position:0%
within the 25 to 75% range so not even
 

00:12:29.440 --> 00:12:31.629 align:start position:0%
within the 25 to 75% range so not even
penalized<00:12:30.360><c> uh</c><00:12:30.480><c> and</c><00:12:30.600><c> maybe</c><00:12:30.800><c> you</c><00:12:30.920><c> can</c><00:12:31.120><c> move</c><00:12:31.480><c> the</c>

00:12:31.629 --> 00:12:31.639 align:start position:0%
penalized uh and maybe you can move the
 

00:12:31.639 --> 00:12:33.710 align:start position:0%
penalized uh and maybe you can move the
the<00:12:31.720><c> output</c><00:12:32.040><c> a</c><00:12:32.120><c> bit</c><00:12:32.920><c> uh</c><00:12:33.040><c> to</c><00:12:33.160><c> give</c><00:12:33.279><c> a</c><00:12:33.360><c> bit</c><00:12:33.480><c> of</c><00:12:33.560><c> a</c>

00:12:33.710 --> 00:12:33.720 align:start position:0%
the output a bit uh to give a bit of a
 

00:12:33.720 --> 00:12:37.069 align:start position:0%
the output a bit uh to give a bit of a
more<00:12:34.440><c> visual</c><00:12:35.160><c> to</c><00:12:35.399><c> this</c><00:12:36.320><c> uh</c><00:12:36.560><c> there's</c><00:12:36.760><c> some</c>

00:12:37.069 --> 00:12:37.079 align:start position:0%
more visual to this uh there's some
 

00:12:37.079 --> 00:12:39.550 align:start position:0%
more visual to this uh there's some
distribution<00:12:37.959><c> of</c><00:12:38.160><c> how</c><00:12:38.360><c> honest</c><00:12:38.760><c> people</c><00:12:39.320><c> people</c>

00:12:39.550 --> 00:12:39.560 align:start position:0%
distribution of how honest people people
 

00:12:39.560 --> 00:12:41.189 align:start position:0%
distribution of how honest people people
who<00:12:39.680><c> are</c><00:12:39.800><c> really</c><00:12:40.000><c> trying</c><00:12:40.519><c> will</c><00:12:40.800><c> provide</c>

00:12:41.189 --> 00:12:41.199 align:start position:0%
who are really trying will provide
 

00:12:41.199 --> 00:12:42.910 align:start position:0%
who are really trying will provide
answers<00:12:41.800><c> some</c><00:12:42.000><c> people</c><00:12:42.160><c> are</c><00:12:42.360><c> better</c><00:12:42.600><c> at</c><00:12:42.760><c> this</c>

00:12:42.910 --> 00:12:42.920 align:start position:0%
answers some people are better at this
 

00:12:42.920 --> 00:12:46.189 align:start position:0%
answers some people are better at this
task<00:12:43.199><c> than</c><00:12:43.480><c> others</c><00:12:44.480><c> uh</c><00:12:44.839><c> so</c><00:12:45.480><c> uh</c><00:12:45.680><c> in</c><00:12:45.800><c> the</c><00:12:45.920><c> absence</c>

00:12:46.189 --> 00:12:46.199 align:start position:0%
task than others uh so uh in the absence
 

00:12:46.199 --> 00:12:48.189 align:start position:0%
task than others uh so uh in the absence
of<00:12:46.320><c> attackers</c><00:12:46.680><c> it</c><00:12:46.800><c> all</c><00:12:46.959><c> kind</c><00:12:47.040><c> of</c><00:12:47.160><c> average</c><00:12:47.440><c> out</c>

00:12:48.189 --> 00:12:48.199 align:start position:0%
of attackers it all kind of average out
 

00:12:48.199 --> 00:12:50.990 align:start position:0%
of attackers it all kind of average out
uh<00:12:48.440><c> here</c><00:12:48.839><c> the</c><00:12:49.040><c> the</c><00:12:49.160><c> median</c><00:12:49.600><c> answer</c><00:12:49.920><c> is</c><00:12:50.240><c> the</c><00:12:50.880><c> the</c>

00:12:50.990 --> 00:12:51.000 align:start position:0%
uh here the the median answer is the the
 

00:12:51.000 --> 00:12:54.069 align:start position:0%
uh here the the median answer is the the
spoton<00:12:51.800><c> people</c><00:12:52.800><c> uh</c><00:12:53.279><c> but</c><00:12:53.480><c> if</c><00:12:53.600><c> I</c><00:12:53.760><c> have</c><00:12:53.880><c> an</c>

00:12:54.069 --> 00:12:54.079 align:start position:0%
spoton people uh but if I have an
 

00:12:54.079 --> 00:12:56.269 align:start position:0%
spoton people uh but if I have an
attacker<00:12:54.839><c> that</c><00:12:55.000><c> has</c><00:12:55.199><c> a</c><00:12:55.279><c> few</c><00:12:55.519><c> votes</c><00:12:55.920><c> not</c><00:12:56.079><c> even</c>

00:12:56.269 --> 00:12:56.279 align:start position:0%
attacker that has a few votes not even
 

00:12:56.279 --> 00:12:57.629 align:start position:0%
attacker that has a few votes not even
like<00:12:56.399><c> a</c><00:12:56.480><c> majority</c><00:12:56.800><c> the</c><00:12:56.920><c> votes</c><00:12:57.120><c> only</c><00:12:57.320><c> three</c><00:12:57.519><c> out</c>

00:12:57.629 --> 00:12:57.639 align:start position:0%
like a majority the votes only three out
 

00:12:57.639 --> 00:13:00.509 align:start position:0%
like a majority the votes only three out
of<00:12:57.800><c> I</c><00:12:57.880><c> think</c><00:12:58.320><c> 12</c><00:12:58.639><c> or</c><00:12:58.800><c> nine</c><00:12:59.199><c> or</c><00:12:59.320><c> something</c><00:12:59.600><c> here</c>

00:13:00.509 --> 00:13:00.519 align:start position:0%
of I think 12 or nine or something here
 

00:13:00.519 --> 00:13:02.990 align:start position:0%
of I think 12 or nine or something here
uh<00:13:00.880><c> then</c><00:13:01.399><c> by</c><00:13:01.600><c> sort</c><00:13:01.760><c> of</c><00:13:01.920><c> going</c><00:13:02.120><c> to</c><00:13:02.279><c> one</c><00:13:02.560><c> side</c><00:13:02.920><c> you</c>

00:13:02.990 --> 00:13:03.000 align:start position:0%
uh then by sort of going to one side you
 

00:13:03.000 --> 00:13:04.069 align:start position:0%
uh then by sort of going to one side you
know<00:13:03.120><c> if</c><00:13:03.199><c> they're</c><00:13:03.399><c> like</c><00:13:03.480><c> a</c><00:13:03.600><c> sophisticated</c>

00:13:04.069 --> 00:13:04.079 align:start position:0%
know if they're like a sophisticated
 

00:13:04.079 --> 00:13:05.230 align:start position:0%
know if they're like a sophisticated
actor<00:13:04.440><c> that</c><00:13:04.519><c> can</c><00:13:04.720><c> anticipate</c><00:13:05.160><c> the</c>

00:13:05.230 --> 00:13:05.240 align:start position:0%
actor that can anticipate the
 

00:13:05.240 --> 00:13:06.629 align:start position:0%
actor that can anticipate the
distribution<00:13:05.639><c> of</c><00:13:05.720><c> the</c><00:13:05.800><c> honest</c><00:13:06.160><c> people's</c>

00:13:06.629 --> 00:13:06.639 align:start position:0%
distribution of the honest people's
 

00:13:06.639 --> 00:13:10.150 align:start position:0%
distribution of the honest people's
votes<00:13:07.639><c> uh</c><00:13:07.959><c> they</c><00:13:08.320><c> can</c><00:13:08.920><c> kind</c><00:13:09.079><c> of</c><00:13:09.440><c> unwittingly</c>

00:13:10.150 --> 00:13:10.160 align:start position:0%
votes uh they can kind of unwittingly
 

00:13:10.160 --> 00:13:12.269 align:start position:0%
votes uh they can kind of unwittingly
wrap<00:13:10.720><c> the</c><00:13:11.240><c> people</c><00:13:11.480><c> that</c><00:13:11.560><c> are</c><00:13:11.720><c> confused</c><00:13:12.160><c> and</c>

00:13:12.269 --> 00:13:12.279 align:start position:0%
wrap the people that are confused and
 

00:13:12.279 --> 00:13:14.829 align:start position:0%
wrap the people that are confused and
off<00:13:12.399><c> to</c><00:13:12.560><c> one</c><00:13:12.800><c> side</c><00:13:13.360><c> into</c><00:13:13.600><c> an</c><00:13:13.720><c> attack</c><00:13:14.000><c> Coalition</c>

00:13:14.829 --> 00:13:14.839 align:start position:0%
off to one side into an attack Coalition
 

00:13:14.839 --> 00:13:17.310 align:start position:0%
off to one side into an attack Coalition
against<00:13:15.160><c> their</c><00:13:15.320><c> will</c><00:13:16.279><c> uh</c><00:13:16.600><c> they</c><00:13:16.880><c> uh</c><00:13:17.040><c> they</c><00:13:17.160><c> can</c>

00:13:17.310 --> 00:13:17.320 align:start position:0%
against their will uh they uh they can
 

00:13:17.320 --> 00:13:19.550 align:start position:0%
against their will uh they uh they can
take<00:13:17.519><c> the</c><00:13:17.720><c> like</c><00:13:17.880><c> confused</c><00:13:18.360><c> people</c><00:13:19.120><c> join</c><00:13:19.320><c> them</c>

00:13:19.550 --> 00:13:19.560 align:start position:0%
take the like confused people join them
 

00:13:19.560 --> 00:13:21.350 align:start position:0%
take the like confused people join them
together<00:13:19.760><c> with</c><00:13:19.880><c> the</c><00:13:20.000><c> actual</c><00:13:20.279><c> attack</c><00:13:20.600><c> votes</c><00:13:21.240><c> uh</c>

00:13:21.350 --> 00:13:21.360 align:start position:0%
together with the actual attack votes uh
 

00:13:21.360 --> 00:13:22.829 align:start position:0%
together with the actual attack votes uh
and<00:13:21.519><c> collectively</c><00:13:22.040><c> they</c><00:13:22.160><c> have</c><00:13:22.279><c> a</c><00:13:22.399><c> majority</c>

00:13:22.829 --> 00:13:22.839 align:start position:0%
and collectively they have a majority
 

00:13:22.839 --> 00:13:25.269 align:start position:0%
and collectively they have a majority
that<00:13:22.959><c> moves</c><00:13:23.480><c> the</c><00:13:23.680><c> uh</c><00:13:23.800><c> the</c><00:13:23.920><c> answer</c><00:13:24.199><c> from</c><00:13:24.360><c> spoton</c>

00:13:25.269 --> 00:13:25.279 align:start position:0%
that moves the uh the answer from spoton
 

00:13:25.279 --> 00:13:28.629 align:start position:0%
that moves the uh the answer from spoton
to<00:13:25.800><c> okay</c><00:13:26.800><c> um</c><00:13:27.680><c> and</c><00:13:27.760><c> then</c><00:13:27.880><c> as</c><00:13:28.000><c> the</c><00:13:28.160><c> attacker</c><00:13:28.480><c> gets</c>

00:13:28.629 --> 00:13:28.639 align:start position:0%
to okay um and then as the attacker gets
 

00:13:28.639 --> 00:13:30.910 align:start position:0%
to okay um and then as the attacker gets
more<00:13:28.800><c> and</c><00:13:28.880><c> more</c><00:13:29.240><c> votes</c><00:13:29.519><c> you</c><00:13:29.639><c> can</c><00:13:29.839><c> drag</c><00:13:30.279><c> the</c><00:13:30.680><c> the</c>

00:13:30.910 --> 00:13:30.920 align:start position:0%
more and more votes you can drag the the
 

00:13:30.920 --> 00:13:33.189 align:start position:0%
more and more votes you can drag the the
like<00:13:31.120><c> answer</c><00:13:31.399><c> that</c><00:13:31.519><c> much</c><00:13:31.720><c> more</c><00:13:32.519><c> uh</c><00:13:32.720><c> and</c><00:13:32.920><c> if</c><00:13:33.040><c> you</c>

00:13:33.189 --> 00:13:33.199 align:start position:0%
like answer that much more uh and if you
 

00:13:33.199 --> 00:13:35.949 align:start position:0%
like answer that much more uh and if you
think<00:13:33.560><c> like</c><00:13:34.240><c> you</c><00:13:34.360><c> know</c><00:13:35.079><c> like</c><00:13:35.240><c> algebraically</c>

00:13:35.949 --> 00:13:35.959 align:start position:0%
think like you know like algebraically
 

00:13:35.959 --> 00:13:37.710 align:start position:0%
think like you know like algebraically
how<00:13:36.079><c> much</c><00:13:36.279><c> can</c><00:13:36.440><c> attacker</c><00:13:36.800><c> with</c><00:13:36.920><c> K</c><00:13:37.199><c> votes</c><00:13:37.440><c> move</c>

00:13:37.710 --> 00:13:37.720 align:start position:0%
how much can attacker with K votes move
 

00:13:37.720 --> 00:13:39.269 align:start position:0%
how much can attacker with K votes move
the<00:13:37.839><c> answer</c><00:13:38.120><c> like</c><00:13:38.320><c> this</c><00:13:38.839><c> well</c><00:13:39.000><c> if</c><00:13:39.120><c> your</c>

00:13:39.269 --> 00:13:39.279 align:start position:0%
the answer like this well if your
 

00:13:39.279 --> 00:13:41.030 align:start position:0%
the answer like this well if your
aggregation<00:13:39.839><c> function</c><00:13:40.240><c> is</c><00:13:40.480><c> taking</c><00:13:40.800><c> the</c>

00:13:41.030 --> 00:13:41.040 align:start position:0%
aggregation function is taking the
 

00:13:41.040 --> 00:13:43.389 align:start position:0%
aggregation function is taking the
median<00:13:42.040><c> uh</c><00:13:42.160><c> then</c><00:13:42.279><c> an</c><00:13:42.440><c> attacker</c><00:13:42.760><c> with</c><00:13:42.920><c> K</c><00:13:43.120><c> votes</c>

00:13:43.389 --> 00:13:43.399 align:start position:0%
median uh then an attacker with K votes
 

00:13:43.399 --> 00:13:45.470 align:start position:0%
median uh then an attacker with K votes
can<00:13:43.560><c> drag</c><00:13:43.920><c> the</c><00:13:44.040><c> result</c><00:13:44.320><c> to</c><00:13:44.560><c> the</c><00:13:44.839><c> point5</c><00:13:45.240><c> minus</c>

00:13:45.470 --> 00:13:45.480 align:start position:0%
can drag the result to the point5 minus
 

00:13:45.480 --> 00:13:47.069 align:start position:0%
can drag the result to the point5 minus
K<00:13:45.639><c> Over</c><00:13:45.760><c> 1us</c><00:13:46.079><c> K</c><00:13:46.399><c> percentile</c><00:13:46.880><c> of</c><00:13:46.959><c> the</c>

00:13:47.069 --> 00:13:47.079 align:start position:0%
K Over 1us K percentile of the
 

00:13:47.079 --> 00:13:49.069 align:start position:0%
K Over 1us K percentile of the
distribution<00:13:47.480><c> of</c><00:13:47.560><c> honest</c><00:13:47.839><c> participants</c><00:13:48.760><c> so</c>

00:13:49.069 --> 00:13:49.079 align:start position:0%
distribution of honest participants so
 

00:13:49.079 --> 00:13:52.509 align:start position:0%
distribution of honest participants so
this<00:13:49.279><c> gives</c><00:13:49.519><c> us</c><00:13:50.440><c> a</c><00:13:51.440><c> like</c><00:13:51.560><c> a</c><00:13:51.720><c> measure</c><00:13:52.160><c> that</c><00:13:52.360><c> to</c>

00:13:52.509 --> 00:13:52.519 align:start position:0%
this gives us a like a measure that to
 

00:13:52.519 --> 00:13:54.870 align:start position:0%
this gives us a like a measure that to
judge<00:13:52.839><c> okay</c><00:13:53.040><c> this</c><00:13:53.160><c> is</c><00:13:53.320><c> the</c><00:13:53.440><c> resistance</c><00:13:53.920><c> of</c>

00:13:54.870 --> 00:13:54.880 align:start position:0%
judge okay this is the resistance of
 

00:13:54.880 --> 00:13:57.069 align:start position:0%
judge okay this is the resistance of
median<00:13:55.360><c> as</c><00:13:55.480><c> an</c><00:13:55.639><c> aggregation</c><00:13:56.079><c> tool</c><00:13:56.519><c> against</c>

00:13:57.069 --> 00:13:57.079 align:start position:0%
median as an aggregation tool against
 

00:13:57.079 --> 00:13:58.550 align:start position:0%
median as an aggregation tool against
this<00:13:57.240><c> kind</c><00:13:57.360><c> of</c><00:13:57.519><c> attack</c><00:13:58.079><c> and</c><00:13:58.199><c> then</c><00:13:58.320><c> we</c><00:13:58.399><c> can</c>

00:13:58.550 --> 00:13:58.560 align:start position:0%
this kind of attack and then we can
 

00:13:58.560 --> 00:14:00.110 align:start position:0%
this kind of attack and then we can
compare<00:13:58.800><c> that</c><00:13:58.880><c> to</c><00:13:59.160><c> like</c><00:13:59.360><c> other</c><00:13:59.639><c> attacks</c><00:14:00.000><c> and</c>

00:14:00.110 --> 00:14:00.120 align:start position:0%
compare that to like other attacks and
 

00:14:00.120 --> 00:14:01.749 align:start position:0%
compare that to like other attacks and
see<00:14:00.320><c> which</c><00:14:00.440><c> ones</c><00:14:00.600><c> are</c><00:14:00.759><c> more</c><00:14:00.920><c> or</c><00:14:01.079><c> less</c>

00:14:01.749 --> 00:14:01.759 align:start position:0%
see which ones are more or less
 

00:14:01.759 --> 00:14:04.189 align:start position:0%
see which ones are more or less
resistant<00:14:02.759><c> uh</c><00:14:03.199><c> and</c><00:14:03.480><c> a</c><00:14:03.600><c> natural</c><00:14:03.839><c> question</c><00:14:04.040><c> is</c>

00:14:04.189 --> 00:14:04.199 align:start position:0%
resistant uh and a natural question is
 

00:14:04.199 --> 00:14:05.509 align:start position:0%
resistant uh and a natural question is
it<00:14:04.279><c> ever</c><00:14:04.399><c> make</c><00:14:04.560><c> sense</c><00:14:04.720><c> to</c><00:14:04.920><c> do</c><00:14:05.120><c> anything</c><00:14:05.360><c> other</c>

00:14:05.509 --> 00:14:05.519 align:start position:0%
it ever make sense to do anything other
 

00:14:05.519 --> 00:14:07.389 align:start position:0%
it ever make sense to do anything other
than<00:14:05.639><c> check</c><00:14:05.880><c> the</c><00:14:05.959><c> median</c><00:14:06.759><c> uh</c><00:14:06.920><c> like</c><00:14:07.079><c> the</c><00:14:07.120><c> Medan</c>

00:14:07.389 --> 00:14:07.399 align:start position:0%
than check the median uh like the Medan
 

00:14:07.399 --> 00:14:08.670 align:start position:0%
than check the median uh like the Medan
seems<00:14:07.560><c> like</c><00:14:07.639><c> a</c><00:14:07.720><c> really</c><00:14:07.920><c> bust</c><00:14:08.199><c> robust</c>

00:14:08.670 --> 00:14:08.680 align:start position:0%
seems like a really bust robust
 

00:14:08.680 --> 00:14:10.310 align:start position:0%
seems like a really bust robust
mechanism<00:14:09.240><c> like</c><00:14:09.399><c> lots</c><00:14:09.600><c> of</c><00:14:09.800><c> projects</c><00:14:10.160><c> have</c>

00:14:10.310 --> 00:14:10.320 align:start position:0%
mechanism like lots of projects have
 

00:14:10.320 --> 00:14:13.150 align:start position:0%
mechanism like lots of projects have
used<00:14:10.759><c> this</c><00:14:11.720><c> uh</c><00:14:12.040><c> and</c><00:14:12.360><c> uh</c><00:14:12.480><c> I</c><00:14:12.519><c> would</c><00:14:12.680><c> say</c><00:14:12.880><c> probably</c>

00:14:13.150 --> 00:14:13.160 align:start position:0%
used this uh and uh I would say probably
 

00:14:13.160 --> 00:14:15.189 align:start position:0%
used this uh and uh I would say probably
not<00:14:13.480><c> if</c><00:14:13.639><c> your</c><00:14:14.160><c> voters</c><00:14:14.519><c> only</c><00:14:14.759><c> give</c><00:14:14.920><c> you</c><00:14:15.079><c> a</c>

00:14:15.189 --> 00:14:15.199 align:start position:0%
not if your voters only give you a
 

00:14:15.199 --> 00:14:17.509 align:start position:0%
not if your voters only give you a
single<00:14:15.480><c> number</c><00:14:16.480><c> uh</c><00:14:16.720><c> but</c><00:14:16.880><c> if</c><00:14:17.000><c> they</c><00:14:17.160><c> give</c><00:14:17.279><c> you</c>

00:14:17.509 --> 00:14:17.519 align:start position:0%
single number uh but if they give you
 

00:14:17.519 --> 00:14:18.710 align:start position:0%
single number uh but if they give you
multiple<00:14:17.880><c> numbers</c><00:14:18.160><c> you</c><00:14:18.240><c> can</c><00:14:18.360><c> do</c><00:14:18.480><c> something</c>

00:14:18.710 --> 00:14:18.720 align:start position:0%
multiple numbers you can do something
 

00:14:18.720 --> 00:14:20.710 align:start position:0%
multiple numbers you can do something
that's<00:14:18.880><c> more</c><00:14:19.040><c> interesting</c><00:14:19.800><c> uh</c><00:14:19.920><c> and</c><00:14:20.120><c> now</c><00:14:20.560><c> uh</c>

00:14:20.710 --> 00:14:20.720 align:start position:0%
that's more interesting uh and now uh
 

00:14:20.720 --> 00:14:22.230 align:start position:0%
that's more interesting uh and now uh
getting<00:14:20.920><c> to</c><00:14:21.120><c> kind</c><00:14:21.240><c> of</c><00:14:21.360><c> like</c><00:14:21.480><c> research</c><00:14:21.880><c> that</c><00:14:22.079><c> I</c>

00:14:22.230 --> 00:14:22.240 align:start position:0%
getting to kind of like research that I
 

00:14:22.240 --> 00:14:25.030 align:start position:0%
getting to kind of like research that I
have<00:14:22.440><c> done</c><00:14:23.440><c> uh</c><00:14:23.800><c> I've</c><00:14:23.920><c> thought</c><00:14:24.079><c> a</c><00:14:24.199><c> lot</c><00:14:24.399><c> about</c><00:14:24.880><c> uh</c>

00:14:25.030 --> 00:14:25.040 align:start position:0%
have done uh I've thought a lot about uh
 

00:14:25.040 --> 00:14:28.430 align:start position:0%
have done uh I've thought a lot about uh
how<00:14:25.519><c> to</c><00:14:26.519><c> uh</c><00:14:26.800><c> have</c><00:14:27.160><c> voters</c><00:14:27.519><c> provide</c><00:14:27.880><c> intervals</c>

00:14:28.430 --> 00:14:28.440 align:start position:0%
how to uh have voters provide intervals
 

00:14:28.440 --> 00:14:29.629 align:start position:0%
how to uh have voters provide intervals
of<00:14:28.600><c> precision</c>

00:14:29.629 --> 00:14:29.639 align:start position:0%
of precision
 

00:14:29.639 --> 00:14:30.870 align:start position:0%
of precision
uh<00:14:29.759><c> or</c><00:14:29.920><c> now</c><00:14:30.040><c> they</c><00:14:30.160><c> provide</c><00:14:30.399><c> you</c><00:14:30.519><c> some</c><00:14:30.720><c> like</c>

00:14:30.870 --> 00:14:30.880 align:start position:0%
uh or now they provide you some like
 

00:14:30.880 --> 00:14:32.150 align:start position:0%
uh or now they provide you some like
lower<00:14:31.120><c> and</c><00:14:31.279><c> upper</c><00:14:31.519><c> range</c><00:14:31.800><c> where</c><00:14:31.920><c> they</c><00:14:32.040><c> think</c>

00:14:32.150 --> 00:14:32.160 align:start position:0%
lower and upper range where they think
 

00:14:32.160 --> 00:14:35.430 align:start position:0%
lower and upper range where they think
the<00:14:32.320><c> True</c><00:14:32.720><c> Value</c><00:14:33.199><c> lies</c><00:14:34.199><c> uh</c><00:14:34.600><c> and</c><00:14:34.959><c> if</c><00:14:35.120><c> everybody</c>

00:14:35.430 --> 00:14:35.440 align:start position:0%
the True Value lies uh and if everybody
 

00:14:35.440 --> 00:14:37.230 align:start position:0%
the True Value lies uh and if everybody
sort<00:14:35.600><c> of</c><00:14:35.720><c> intervals</c><00:14:36.079><c> overlap</c><00:14:36.839><c> well</c><00:14:37.120><c> the</c>

00:14:37.230 --> 00:14:37.240 align:start position:0%
sort of intervals overlap well the
 

00:14:37.240 --> 00:14:38.150 align:start position:0%
sort of intervals overlap well the
answer<00:14:37.399><c> should</c><00:14:37.560><c> be</c><00:14:37.680><c> somewhere</c><00:14:37.959><c> in</c><00:14:38.040><c> the</c>

00:14:38.150 --> 00:14:38.160 align:start position:0%
answer should be somewhere in the
 

00:14:38.160 --> 00:14:40.189 align:start position:0%
answer should be somewhere in the
overlap<00:14:39.079><c> uh</c><00:14:39.240><c> if</c><00:14:39.360><c> there's</c><00:14:39.600><c> some</c><00:14:39.839><c> point</c><00:14:40.000><c> of</c>

00:14:40.189 --> 00:14:40.199 align:start position:0%
overlap uh if there's some point of
 

00:14:40.199 --> 00:14:42.069 align:start position:0%
overlap uh if there's some point of
conflict<00:14:41.079><c> uh</c><00:14:41.199><c> where</c><00:14:41.360><c> there's</c><00:14:41.519><c> one</c><00:14:41.680><c> interval</c>

00:14:42.069 --> 00:14:42.079 align:start position:0%
conflict uh where there's one interval
 

00:14:42.079 --> 00:14:43.710 align:start position:0%
conflict uh where there's one interval
that's<00:14:42.240><c> like</c><00:14:42.639><c> the</c><00:14:42.720><c> upper</c><00:14:42.959><c> bound</c><00:14:43.160><c> is</c><00:14:43.279><c> strictly</c>

00:14:43.710 --> 00:14:43.720 align:start position:0%
that's like the upper bound is strictly
 

00:14:43.720 --> 00:14:45.069 align:start position:0%
that's like the upper bound is strictly
less<00:14:43.959><c> than</c><00:14:44.079><c> the</c><00:14:44.160><c> lower</c><00:14:44.399><c> bound</c><00:14:44.639><c> of</c><00:14:44.759><c> some</c><00:14:44.880><c> other</c>

00:14:45.069 --> 00:14:45.079 align:start position:0%
less than the lower bound of some other
 

00:14:45.079 --> 00:14:47.870 align:start position:0%
less than the lower bound of some other
interval<00:14:46.079><c> uh</c><00:14:46.399><c> then</c><00:14:46.959><c> they're</c><00:14:47.560><c> like</c><00:14:47.720><c> they</c>

00:14:47.870 --> 00:14:47.880 align:start position:0%
interval uh then they're like they
 

00:14:47.880 --> 00:14:50.269 align:start position:0%
interval uh then they're like they
disagree<00:14:48.680><c> uh</c><00:14:49.000><c> and</c><00:14:49.279><c> you</c><00:14:49.440><c> can</c><00:14:49.680><c> essentially</c><00:14:50.079><c> have</c>

00:14:50.269 --> 00:14:50.279 align:start position:0%
disagree uh and you can essentially have
 

00:14:50.279 --> 00:14:53.590 align:start position:0%
disagree uh and you can essentially have
the<00:14:50.399><c> users</c><00:14:50.920><c> vote</c><00:14:51.759><c> on</c><00:14:52.720><c> whether</c><00:14:53.120><c> you're</c><00:14:53.360><c> higher</c>

00:14:53.590 --> 00:14:53.600 align:start position:0%
the users vote on whether you're higher
 

00:14:53.600 --> 00:14:56.150 align:start position:0%
the users vote on whether you're higher
or<00:14:53.720><c> lower</c><00:14:54.000><c> than</c><00:14:54.079><c> a</c><00:14:54.199><c> point</c><00:14:54.880><c> of</c><00:14:55.079><c> disagreement</c><00:14:56.079><c> I</c>

00:14:56.150 --> 00:14:56.160 align:start position:0%
or lower than a point of disagreement I
 

00:14:56.160 --> 00:14:57.629 align:start position:0%
or lower than a point of disagreement I
will<00:14:56.399><c> sort</c><00:14:56.560><c> of</c><00:14:56.839><c> quickly</c><00:14:57.120><c> go</c><00:14:57.279><c> through</c><00:14:57.480><c> this</c>

00:14:57.629 --> 00:14:57.639 align:start position:0%
will sort of quickly go through this
 

00:14:57.639 --> 00:14:59.990 align:start position:0%
will sort of quickly go through this
because<00:14:57.759><c> I</c><00:14:57.839><c> don't</c><00:14:57.959><c> have</c><00:14:58.040><c> tons</c><00:14:58.240><c> of</c><00:14:58.440><c> time</c><00:14:59.320><c> uh</c><00:14:59.639><c> but</c>

00:14:59.990 --> 00:15:00.000 align:start position:0%
because I don't have tons of time uh but
 

00:15:00.000 --> 00:15:02.189 align:start position:0%
because I don't have tons of time uh but
um<00:15:00.839><c> you</c><00:15:00.959><c> know</c><00:15:01.079><c> you</c><00:15:01.199><c> can</c><00:15:01.320><c> think</c><00:15:01.480><c> of</c><00:15:01.720><c> if</c><00:15:01.839><c> my</c><00:15:02.000><c> upper</c>

00:15:02.189 --> 00:15:02.199 align:start position:0%
um you know you can think of if my upper
 

00:15:02.199 --> 00:15:03.829 align:start position:0%
um you know you can think of if my upper
bound<00:15:02.440><c> is</c><00:15:02.600><c> less</c><00:15:02.759><c> than</c><00:15:02.839><c> the</c><00:15:02.959><c> point</c><00:15:03.120><c> of</c><00:15:03.240><c> conflict</c>

00:15:03.829 --> 00:15:03.839 align:start position:0%
bound is less than the point of conflict
 

00:15:03.839 --> 00:15:05.710 align:start position:0%
bound is less than the point of conflict
I<00:15:03.959><c> vote</c><00:15:04.279><c> less</c><00:15:04.639><c> if</c><00:15:04.759><c> it's</c><00:15:04.959><c> my</c><00:15:05.199><c> lower</c><00:15:05.440><c> bound</c><00:15:05.639><c> is</c>

00:15:05.710 --> 00:15:05.720 align:start position:0%
I vote less if it's my lower bound is
 

00:15:05.720 --> 00:15:07.110 align:start position:0%
I vote less if it's my lower bound is
higher<00:15:05.920><c> than</c><00:15:05.959><c> the</c><00:15:06.040><c> point</c><00:15:06.199><c> of</c><00:15:06.279><c> conflict</c><00:15:06.560><c> I</c><00:15:06.680><c> vote</c>

00:15:07.110 --> 00:15:07.120 align:start position:0%
higher than the point of conflict I vote
 

00:15:07.120 --> 00:15:09.550 align:start position:0%
higher than the point of conflict I vote
higher<00:15:08.079><c> uh</c><00:15:08.279><c> and</c><00:15:08.399><c> if</c><00:15:08.560><c> my</c><00:15:08.920><c> my</c><00:15:09.040><c> interval</c><00:15:09.399><c> disc</c>

00:15:09.550 --> 00:15:09.560 align:start position:0%
higher uh and if my my interval disc
 

00:15:09.560 --> 00:15:10.670 align:start position:0%
higher uh and if my my interval disc
contains<00:15:09.800><c> the</c><00:15:09.880><c> point</c><00:15:10.040><c> of</c><00:15:10.120><c> conflict</c><00:15:10.480><c> well</c><00:15:10.560><c> then</c>

00:15:10.670 --> 00:15:10.680 align:start position:0%
contains the point of conflict well then
 

00:15:10.680 --> 00:15:12.069 align:start position:0%
contains the point of conflict well then
I<00:15:10.759><c> didn't</c><00:15:10.959><c> vote</c><00:15:11.160><c> at</c><00:15:11.240><c> all</c><00:15:11.440><c> I</c><00:15:11.600><c> gave</c><00:15:11.720><c> you</c><00:15:11.880><c> less</c>

00:15:12.069 --> 00:15:12.079 align:start position:0%
I didn't vote at all I gave you less
 

00:15:12.079 --> 00:15:13.870 align:start position:0%
I didn't vote at all I gave you less
precise<00:15:12.480><c> information</c><00:15:13.240><c> everybody</c><00:15:13.519><c> can</c><00:15:13.639><c> vote</c>

00:15:13.870 --> 00:15:13.880 align:start position:0%
precise information everybody can vote
 

00:15:13.880 --> 00:15:15.069 align:start position:0%
precise information everybody can vote
like<00:15:14.000><c> this</c><00:15:14.160><c> you</c><00:15:14.240><c> can</c><00:15:14.399><c> kind</c><00:15:14.480><c> of</c><00:15:14.639><c> resolve</c><00:15:15.000><c> the</c>

00:15:15.069 --> 00:15:15.079 align:start position:0%
like this you can kind of resolve the
 

00:15:15.079 --> 00:15:16.110 align:start position:0%
like this you can kind of resolve the
points<00:15:15.279><c> of</c><00:15:15.399><c> conflict</c><00:15:15.680><c> and</c><00:15:15.759><c> you</c><00:15:15.839><c> can</c><00:15:15.920><c> come</c><00:15:16.040><c> up</c>

00:15:16.110 --> 00:15:16.120 align:start position:0%
points of conflict and you can come up
 

00:15:16.120 --> 00:15:17.590 align:start position:0%
points of conflict and you can come up
with<00:15:16.240><c> a</c><00:15:16.320><c> collective</c><00:15:16.600><c> answer</c><00:15:17.079><c> so</c><00:15:17.240><c> this</c><00:15:17.320><c> is</c><00:15:17.440><c> an</c>

00:15:17.590 --> 00:15:17.600 align:start position:0%
with a collective answer so this is an
 

00:15:17.600 --> 00:15:19.030 align:start position:0%
with a collective answer so this is an
aggregation<00:15:18.079><c> mechanism</c><00:15:18.480><c> that</c><00:15:18.600><c> isn't</c><00:15:18.839><c> just</c>

00:15:19.030 --> 00:15:19.040 align:start position:0%
aggregation mechanism that isn't just
 

00:15:19.040 --> 00:15:21.470 align:start position:0%
aggregation mechanism that isn't just
taking<00:15:19.279><c> the</c><00:15:19.440><c> median</c><00:15:20.440><c> uh</c><00:15:20.600><c> this</c><00:15:20.720><c> is</c><00:15:20.880><c> based</c><00:15:21.120><c> on</c><00:15:21.240><c> an</c>

00:15:21.470 --> 00:15:21.480 align:start position:0%
taking the median uh this is based on an
 

00:15:21.480 --> 00:15:22.470 align:start position:0%
taking the median uh this is based on an
academic<00:15:21.800><c> article</c><00:15:22.040><c> I</c><00:15:22.120><c> wrote</c><00:15:22.320><c> with</c><00:15:22.399><c> a</c>

00:15:22.470 --> 00:15:22.480 align:start position:0%
academic article I wrote with a
 

00:15:22.480 --> 00:15:24.629 align:start position:0%
academic article I wrote with a
co-author<00:15:22.880><c> clange</c><00:15:23.880><c> several</c><00:15:24.160><c> years</c><00:15:24.320><c> ago</c><00:15:24.519><c> at</c>

00:15:24.629 --> 00:15:24.639 align:start position:0%
co-author clange several years ago at
 

00:15:24.639 --> 00:15:27.949 align:start position:0%
co-author clange several years ago at
this<00:15:24.839><c> point</c><00:15:25.839><c> uh</c><00:15:26.279><c> that</c><00:15:26.600><c> was</c><00:15:26.920><c> based</c><00:15:27.360><c> on</c><00:15:27.839><c> a</c>

00:15:27.949 --> 00:15:27.959 align:start position:0%
this point uh that was based on a
 

00:15:27.959 --> 00:15:29.069 align:start position:0%
this point uh that was based on a
version<00:15:28.240><c> of</c><00:15:28.360><c> this</c><00:15:28.480><c> that</c><00:15:28.600><c> was</c><00:15:28.680><c> slightly</c>

00:15:29.069 --> 00:15:29.079 align:start position:0%
version of this that was slightly
 

00:15:29.079 --> 00:15:31.150 align:start position:0%
version of this that was slightly
different<00:15:29.440><c> because</c><00:15:29.639><c> at</c><00:15:29.759><c> the</c><00:15:30.000><c> time</c><00:15:30.600><c> we</c><00:15:30.759><c> wrote</c>

00:15:31.150 --> 00:15:31.160 align:start position:0%
different because at the time we wrote
 

00:15:31.160 --> 00:15:33.189 align:start position:0%
different because at the time we wrote
this<00:15:31.560><c> with</c><00:15:31.959><c> um</c><00:15:32.399><c> basically</c><00:15:32.759><c> trying</c><00:15:32.959><c> to</c><00:15:33.079><c> be</c>

00:15:33.189 --> 00:15:33.199 align:start position:0%
this with um basically trying to be
 

00:15:33.199 --> 00:15:36.269 align:start position:0%
this with um basically trying to be
compatible<00:15:33.880><c> with</c><00:15:34.399><c> claros</c><00:15:34.920><c> V1</c><00:15:35.680><c> as</c><00:15:35.800><c> it</c><00:15:35.959><c> existed</c>

00:15:36.269 --> 00:15:36.279 align:start position:0%
compatible with claros V1 as it existed
 

00:15:36.279 --> 00:15:38.309 align:start position:0%
compatible with claros V1 as it existed
at<00:15:36.360><c> the</c><00:15:36.519><c> time</c><00:15:37.160><c> uh</c><00:15:37.319><c> as</c><00:15:37.440><c> of</c><00:15:37.600><c> a</c><00:15:37.720><c> few</c><00:15:37.880><c> days</c><00:15:38.079><c> ago</c>

00:15:38.309 --> 00:15:38.319 align:start position:0%
at the time uh as of a few days ago
 

00:15:38.319 --> 00:15:40.550 align:start position:0%
at the time uh as of a few days ago
claros<00:15:38.720><c> 2.0</c><00:15:39.240><c> has</c><00:15:39.360><c> been</c><00:15:39.480><c> launched</c><00:15:40.319><c> uh</c><00:15:40.399><c> which</c>

00:15:40.550 --> 00:15:40.560 align:start position:0%
claros 2.0 has been launched uh which
 

00:15:40.560 --> 00:15:42.590 align:start position:0%
claros 2.0 has been launched uh which
has<00:15:40.720><c> much</c><00:15:40.880><c> more</c><00:15:41.120><c> flexible</c><00:15:41.600><c> mechanisms</c><00:15:42.160><c> for</c>

00:15:42.590 --> 00:15:42.600 align:start position:0%
has much more flexible mechanisms for
 

00:15:42.600 --> 00:15:45.069 align:start position:0%
has much more flexible mechanisms for
being<00:15:42.800><c> able</c><00:15:43.040><c> to</c><00:15:43.800><c> encode</c><00:15:44.240><c> things</c><00:15:44.519><c> like</c><00:15:44.680><c> this</c><00:15:44.839><c> as</c>

00:15:45.069 --> 00:15:45.079 align:start position:0%
being able to encode things like this as
 

00:15:45.079 --> 00:15:46.990 align:start position:0%
being able to encode things like this as
modules<00:15:45.920><c> so</c><00:15:46.120><c> now</c><00:15:46.279><c> we</c><00:15:46.440><c> have</c><00:15:46.639><c> you</c><00:15:46.720><c> know</c><00:15:46.839><c> more</c>

00:15:46.990 --> 00:15:47.000 align:start position:0%
modules so now we have you know more
 

00:15:47.000 --> 00:15:48.350 align:start position:0%
modules so now we have you know more
flexibility<00:15:47.480><c> to</c><00:15:47.639><c> do</c><00:15:47.759><c> things</c><00:15:47.959><c> like</c><00:15:48.120><c> this</c><00:15:48.240><c> in</c>

00:15:48.350 --> 00:15:48.360 align:start position:0%
flexibility to do things like this in
 

00:15:48.360 --> 00:15:52.829 align:start position:0%
flexibility to do things like this in
the<00:15:48.600><c> future</c><00:15:49.880><c> um</c><00:15:50.880><c> uh</c><00:15:51.199><c> so</c><00:15:52.079><c> how</c><00:15:52.440><c> does</c><00:15:52.639><c> that</c>

00:15:52.829 --> 00:15:52.839 align:start position:0%
the future um uh so how does that
 

00:15:52.839 --> 00:15:55.069 align:start position:0%
the future um uh so how does that
aggregation<00:15:53.319><c> mechanism</c><00:15:53.720><c> I</c><00:15:53.839><c> just</c><00:15:54.480><c> proposed</c>

00:15:55.069 --> 00:15:55.079 align:start position:0%
aggregation mechanism I just proposed
 

00:15:55.079 --> 00:15:55.990 align:start position:0%
aggregation mechanism I just proposed
how<00:15:55.199><c> does</c><00:15:55.319><c> it</c><00:15:55.440><c> compare</c><00:15:55.639><c> to</c><00:15:55.759><c> taking</c><00:15:55.920><c> the</c>

00:15:55.990 --> 00:15:56.000 align:start position:0%
how does it compare to taking the
 

00:15:56.000 --> 00:15:58.030 align:start position:0%
how does it compare to taking the
meeting<00:15:56.319><c> is</c><00:15:56.399><c> it</c><00:15:56.759><c> better</c><00:15:57.040><c> or</c><00:15:57.279><c> less</c><00:15:57.680><c> attack</c>

00:15:58.030 --> 00:15:58.040 align:start position:0%
meeting is it better or less attack
 

00:15:58.040 --> 00:16:00.829 align:start position:0%
meeting is it better or less attack
resistant<00:15:59.399><c> uh</c><00:15:59.639><c> without</c><00:16:00.040><c> going</c><00:16:00.360><c> too</c><00:16:00.519><c> much</c><00:16:00.680><c> into</c>

00:16:00.829 --> 00:16:00.839 align:start position:0%
resistant uh without going too much into
 

00:16:00.839 --> 00:16:03.949 align:start position:0%
resistant uh without going too much into
the<00:16:01.279><c> details</c><00:16:02.279><c> I</c><00:16:02.399><c> will</c><00:16:02.639><c> just</c><00:16:02.839><c> say</c><00:16:03.199><c> that</c><00:16:03.600><c> it</c><00:16:03.800><c> kind</c>

00:16:03.949 --> 00:16:03.959 align:start position:0%
the details I will just say that it kind
 

00:16:03.959 --> 00:16:06.749 align:start position:0%
the details I will just say that it kind
of<00:16:04.399><c> depends</c><00:16:05.399><c> on</c><00:16:06.079><c> whether</c><00:16:06.440><c> on</c><00:16:06.560><c> your</c>

00:16:06.749 --> 00:16:06.759 align:start position:0%
of depends on whether on your
 

00:16:06.759 --> 00:16:09.150 align:start position:0%
of depends on whether on your
distribution<00:16:07.279><c> of</c><00:16:07.360><c> the</c><00:16:07.440><c> honest</c><00:16:08.160><c> participants</c>

00:16:09.150 --> 00:16:09.160 align:start position:0%
distribution of the honest participants
 

00:16:09.160 --> 00:16:12.430 align:start position:0%
distribution of the honest participants
uh<00:16:09.519><c> like</c><00:16:10.240><c> how</c><00:16:10.560><c> they</c><00:16:10.880><c> how</c><00:16:11.040><c> they</c><00:16:11.240><c> act</c><00:16:11.920><c> uh</c><00:16:12.160><c> B</c>

00:16:12.430 --> 00:16:12.440 align:start position:0%
uh like how they how they act uh B
 

00:16:12.440 --> 00:16:14.670 align:start position:0%
uh like how they how they act uh B
particularly<00:16:13.000><c> if</c><00:16:13.240><c> people</c><00:16:13.440><c> who</c><00:16:13.600><c> are</c><00:16:13.800><c> confused</c>

00:16:14.670 --> 00:16:14.680 align:start position:0%
particularly if people who are confused
 

00:16:14.680 --> 00:16:16.670 align:start position:0%
particularly if people who are confused
know<00:16:15.000><c> they're</c><00:16:15.199><c> confused</c><00:16:16.079><c> uh</c><00:16:16.199><c> if</c><00:16:16.360><c> people</c><00:16:16.560><c> who</c>

00:16:16.670 --> 00:16:16.680 align:start position:0%
know they're confused uh if people who
 

00:16:16.680 --> 00:16:17.990 align:start position:0%
know they're confused uh if people who
are<00:16:16.839><c> like</c><00:16:16.959><c> out</c><00:16:17.120><c> on</c><00:16:17.279><c> the</c><00:16:17.399><c> edges</c><00:16:17.680><c> of</c><00:16:17.839><c> the</c>

00:16:17.990 --> 00:16:18.000 align:start position:0%
are like out on the edges of the
 

00:16:18.000 --> 00:16:19.509 align:start position:0%
are like out on the edges of the
distribution<00:16:18.440><c> or</c><00:16:18.639><c> providing</c><00:16:18.959><c> impr</c>

00:16:19.509 --> 00:16:19.519 align:start position:0%
distribution or providing impr
 

00:16:19.519 --> 00:16:20.910 align:start position:0%
distribution or providing impr
information<00:16:20.000><c> if</c><00:16:20.079><c> they</c><00:16:20.199><c> give</c><00:16:20.319><c> you</c><00:16:20.560><c> long</c>

00:16:20.910 --> 00:16:20.920 align:start position:0%
information if they give you long
 

00:16:20.920 --> 00:16:22.710 align:start position:0%
information if they give you long
intervals<00:16:21.480><c> because</c><00:16:21.720><c> they</c><00:16:21.880><c> they</c><00:16:22.000><c> realized</c><00:16:22.480><c> oh</c>

00:16:22.710 --> 00:16:22.720 align:start position:0%
intervals because they they realized oh
 

00:16:22.720 --> 00:16:24.189 align:start position:0%
intervals because they they realized oh
I<00:16:22.959><c> I'm</c><00:16:23.279><c> I</c><00:16:23.360><c> don't</c><00:16:23.480><c> really</c><00:16:23.639><c> know</c><00:16:23.800><c> the</c><00:16:23.920><c> answer</c><00:16:24.079><c> to</c>

00:16:24.189 --> 00:16:24.199 align:start position:0%
I I'm I don't really know the answer to
 

00:16:24.199 --> 00:16:27.470 align:start position:0%
I I'm I don't really know the answer to
this<00:16:24.399><c> question</c><00:16:25.360><c> uh</c><00:16:25.639><c> then</c><00:16:26.199><c> they</c><00:16:26.600><c> uh</c><00:16:26.959><c> then</c><00:16:27.240><c> the</c>

00:16:27.470 --> 00:16:27.480 align:start position:0%
this question uh then they uh then the
 

00:16:27.480 --> 00:16:28.550 align:start position:0%
this question uh then they uh then the
this<00:16:27.600><c> sort</c><00:16:27.800><c> of</c><00:16:27.880><c> voting</c><00:16:28.120><c> by</c><00:16:28.240><c> intervals</c>

00:16:28.550 --> 00:16:28.560 align:start position:0%
this sort of voting by intervals
 

00:16:28.560 --> 00:16:29.670 align:start position:0%
this sort of voting by intervals
performance<00:16:28.920><c> is</c><00:16:29.000><c> better</c><00:16:29.199><c> than</c><00:16:29.319><c> just</c><00:16:29.440><c> taking</c>

00:16:29.670 --> 00:16:29.680 align:start position:0%
performance is better than just taking
 

00:16:29.680 --> 00:16:33.110 align:start position:0%
performance is better than just taking
the<00:16:29.800><c> median</c><00:16:30.720><c> uh</c><00:16:30.880><c> if</c><00:16:30.959><c> you</c><00:16:31.079><c> have</c><00:16:31.240><c> like</c><00:16:31.360><c> a</c><00:16:32.120><c> um</c><00:16:32.519><c> like</c>

00:16:33.110 --> 00:16:33.120 align:start position:0%
the median uh if you have like a um like
 

00:16:33.120 --> 00:16:34.350 align:start position:0%
the median uh if you have like a um like
if<00:16:33.279><c> people</c><00:16:33.519><c> that</c><00:16:33.600><c> are</c><00:16:33.759><c> wrong</c><00:16:34.000><c> are</c><00:16:34.160><c> really</c>

00:16:34.350 --> 00:16:34.360 align:start position:0%
if people that are wrong are really
 

00:16:34.360 --> 00:16:35.430 align:start position:0%
if people that are wrong are really
convinced<00:16:34.759><c> that</c><00:16:34.839><c> they're</c><00:16:35.079><c> like</c><00:16:35.199><c> super</c>

00:16:35.430 --> 00:16:35.440 align:start position:0%
convinced that they're like super
 

00:16:35.440 --> 00:16:38.430 align:start position:0%
convinced that they're like super
confident<00:16:35.759><c> of</c><00:16:35.959><c> being</c><00:16:36.199><c> wrong</c><00:16:37.079><c> uh</c><00:16:37.440><c> then</c><00:16:37.959><c> uh</c><00:16:38.199><c> it</c>

00:16:38.430 --> 00:16:38.440 align:start position:0%
confident of being wrong uh then uh it
 

00:16:38.440 --> 00:16:40.590 align:start position:0%
confident of being wrong uh then uh it
performs<00:16:39.120><c> not</c><00:16:39.279><c> as</c><00:16:39.440><c> well</c><00:16:40.160><c> there's</c><00:16:40.319><c> slight</c>

00:16:40.590 --> 00:16:40.600 align:start position:0%
performs not as well there's slight
 

00:16:40.600 --> 00:16:42.829 align:start position:0%
performs not as well there's slight
effects<00:16:40.880><c> either</c><00:16:41.120><c> way</c><00:16:41.440><c> but</c><00:16:41.880><c> you</c><00:16:42.000><c> know</c><00:16:42.399><c> like</c>

00:16:42.829 --> 00:16:42.839 align:start position:0%
effects either way but you know like
 

00:16:42.839 --> 00:16:44.350 align:start position:0%
effects either way but you know like
this<00:16:42.959><c> is</c><00:16:43.079><c> the</c><00:16:43.199><c> sort</c><00:16:43.319><c> of</c><00:16:43.480><c> analysis</c><00:16:43.839><c> you</c><00:16:43.959><c> can</c><00:16:44.079><c> do</c>

00:16:44.350 --> 00:16:44.360 align:start position:0%
this is the sort of analysis you can do
 

00:16:44.360 --> 00:16:46.790 align:start position:0%
this is the sort of analysis you can do
of<00:16:44.600><c> attack</c><00:16:44.959><c> resistance</c><00:16:45.360><c> for</c><00:16:45.519><c> these</c><00:16:45.680><c> different</c>

00:16:46.790 --> 00:16:46.800 align:start position:0%
of attack resistance for these different
 

00:16:46.800 --> 00:16:50.590 align:start position:0%
of attack resistance for these different
systems<00:16:47.920><c> um</c><00:16:48.920><c> now</c><00:16:49.839><c> that</c><00:16:49.959><c> was</c><00:16:50.120><c> all</c><00:16:50.279><c> about</c><00:16:50.440><c> the</c>

00:16:50.590 --> 00:16:50.600 align:start position:0%
systems um now that was all about the
 

00:16:50.600 --> 00:16:52.470 align:start position:0%
systems um now that was all about the
aggregation<00:16:51.079><c> rule</c><00:16:51.639><c> you</c><00:16:51.759><c> know</c><00:16:52.000><c> even</c><00:16:52.319><c> even</c>

00:16:52.470 --> 00:16:52.480 align:start position:0%
aggregation rule you know even even
 

00:16:52.480 --> 00:16:53.829 align:start position:0%
aggregation rule you know even even
before<00:16:52.680><c> you</c><00:16:52.880><c> think</c><00:16:53.000><c> about</c><00:16:53.279><c> is</c><00:16:53.399><c> the</c><00:16:53.519><c> attacker</c>

00:16:53.829 --> 00:16:53.839 align:start position:0%
before you think about is the attacker
 

00:16:53.839 --> 00:16:56.430 align:start position:0%
before you think about is the attacker
going<00:16:53.959><c> to</c><00:16:54.120><c> be</c><00:16:54.519><c> penalized</c><00:16:55.000><c> or</c><00:16:55.160><c> rewarded</c><00:16:56.120><c> uh</c><00:16:56.240><c> for</c>

00:16:56.430 --> 00:16:56.440 align:start position:0%
going to be penalized or rewarded uh for
 

00:16:56.440 --> 00:16:57.749 align:start position:0%
going to be penalized or rewarded uh for
doing<00:16:56.720><c> an</c><00:16:56.920><c> attack</c><00:16:57.160><c> or</c><00:16:57.319><c> like</c><00:16:57.440><c> how</c><00:16:57.519><c> much</c><00:16:57.639><c> are</c>

00:16:57.749 --> 00:16:57.759 align:start position:0%
doing an attack or like how much are
 

00:16:57.759 --> 00:16:59.470 align:start position:0%
doing an attack or like how much are
they<00:16:57.839><c> going</c><00:16:57.920><c> to</c><00:16:58.000><c> be</c><00:16:58.120><c> penalized</c><00:16:59.000><c> you</c><00:16:59.079><c> know</c><00:16:59.279><c> like</c>

00:16:59.470 --> 00:16:59.480 align:start position:0%
they going to be penalized you know like
 

00:16:59.480 --> 00:17:00.670 align:start position:0%
they going to be penalized you know like
this<00:16:59.639><c> the</c><00:16:59.759><c> sort</c><00:16:59.880><c> of</c><00:17:00.000><c> basic</c><00:17:00.240><c> question</c><00:17:00.440><c> of</c><00:17:00.560><c> how</c>

00:17:00.670 --> 00:17:00.680 align:start position:0%
this the sort of basic question of how
 

00:17:00.680 --> 00:17:02.030 align:start position:0%
this the sort of basic question of how
much<00:17:00.839><c> can</c><00:17:00.959><c> an</c><00:17:01.079><c> attacker</c><00:17:01.440><c> that's</c><00:17:01.600><c> willing</c><00:17:01.880><c> to</c>

00:17:02.030 --> 00:17:02.040 align:start position:0%
much can an attacker that's willing to
 

00:17:02.040 --> 00:17:04.069 align:start position:0%
much can an attacker that's willing to
sacrifice<00:17:02.480><c> some</c><00:17:02.639><c> amount</c><00:17:02.800><c> of</c><00:17:02.880><c> money</c><00:17:03.399><c> drag</c><00:17:03.920><c> the</c>

00:17:04.069 --> 00:17:04.079 align:start position:0%
sacrifice some amount of money drag the
 

00:17:04.079 --> 00:17:06.630 align:start position:0%
sacrifice some amount of money drag the
answer<00:17:04.919><c> uh</c><00:17:05.039><c> with</c><00:17:05.199><c> some</c><00:17:05.319><c> kind</c><00:17:05.439><c> of</c><00:17:06.199><c> minority</c>

00:17:06.630 --> 00:17:06.640 align:start position:0%
answer uh with some kind of minority
 

00:17:06.640 --> 00:17:08.429 align:start position:0%
answer uh with some kind of minority
attack<00:17:07.000><c> Coalition</c><00:17:07.839><c> uh</c><00:17:07.919><c> when</c><00:17:08.000><c> you</c><00:17:08.120><c> get</c><00:17:08.240><c> back</c><00:17:08.319><c> to</c>

00:17:08.429 --> 00:17:08.439 align:start position:0%
attack Coalition uh when you get back to
 

00:17:08.439 --> 00:17:09.470 align:start position:0%
attack Coalition uh when you get back to
the<00:17:08.520><c> incentive</c><00:17:08.880><c> function</c><00:17:09.120><c> there</c><00:17:09.199><c> are</c><00:17:09.319><c> all</c>

00:17:09.470 --> 00:17:09.480 align:start position:0%
the incentive function there are all
 

00:17:09.480 --> 00:17:12.390 align:start position:0%
the incentive function there are all
kinds<00:17:09.679><c> of</c><00:17:09.839><c> interesting</c><00:17:10.520><c> questions</c><00:17:11.520><c> uh</c><00:17:12.120><c> and</c>

00:17:12.390 --> 00:17:12.400 align:start position:0%
kinds of interesting questions uh and
 

00:17:12.400 --> 00:17:13.510 align:start position:0%
kinds of interesting questions uh and
getting<00:17:12.720><c> getting</c><00:17:12.919><c> back</c><00:17:13.000><c> to</c><00:17:13.120><c> this</c><00:17:13.240><c> question</c><00:17:13.400><c> of</c>

00:17:13.510 --> 00:17:13.520 align:start position:0%
getting getting back to this question of
 

00:17:13.520 --> 00:17:16.230 align:start position:0%
getting getting back to this question of
how<00:17:13.640><c> close</c><00:17:13.880><c> you</c><00:17:13.959><c> need</c><00:17:14.079><c> to</c><00:17:14.160><c> be</c><00:17:14.520><c> rewarded</c><00:17:15.520><c> uh</c>

00:17:16.230 --> 00:17:16.240 align:start position:0%
how close you need to be rewarded uh
 

00:17:16.240 --> 00:17:18.309 align:start position:0%
how close you need to be rewarded uh
ultimately<00:17:16.839><c> every</c><00:17:17.520><c> sort</c><00:17:17.760><c> of</c><00:17:17.880><c> incentive</c><00:17:18.199><c> role</c>

00:17:18.309 --> 00:17:18.319 align:start position:0%
ultimately every sort of incentive role
 

00:17:18.319 --> 00:17:20.069 align:start position:0%
ultimately every sort of incentive role
that<00:17:18.400><c> you</c><00:17:18.520><c> come</c><00:17:18.640><c> up</c><00:17:18.839><c> with</c><00:17:19.280><c> encodes</c><00:17:19.720><c> a</c><00:17:19.839><c> notion</c>

00:17:20.069 --> 00:17:20.079 align:start position:0%
that you come up with encodes a notion
 

00:17:20.079 --> 00:17:22.510 align:start position:0%
that you come up with encodes a notion
of<00:17:20.280><c> distance</c><00:17:20.880><c> to</c><00:17:21.039><c> say</c><00:17:21.319><c> whether</c><00:17:21.959><c> like</c><00:17:22.120><c> a</c><00:17:22.240><c> given</c>

00:17:22.510 --> 00:17:22.520 align:start position:0%
of distance to say whether like a given
 

00:17:22.520 --> 00:17:26.069 align:start position:0%
of distance to say whether like a given
participant<00:17:23.079><c> is</c><00:17:23.280><c> close</c><00:17:23.720><c> or</c><00:17:24.079><c> not</c><00:17:25.079><c> uh</c><00:17:25.520><c> and</c><00:17:25.919><c> uh</c>

00:17:26.069 --> 00:17:26.079 align:start position:0%
participant is close or not uh and uh
 

00:17:26.079 --> 00:17:27.909 align:start position:0%
participant is close or not uh and uh
for<00:17:26.319><c> the</c><00:17:26.760><c> voting</c><00:17:27.079><c> by</c><00:17:27.199><c> intervals</c><00:17:27.559><c> thing</c><00:17:27.720><c> I</c><00:17:27.799><c> have</c>

00:17:27.909 --> 00:17:27.919 align:start position:0%
for the voting by intervals thing I have
 

00:17:27.919 --> 00:17:29.270 align:start position:0%
for the voting by intervals thing I have
this<00:17:28.039><c> really</c><00:17:28.240><c> complicated</c><00:17:28.640><c> form</c><00:17:28.880><c> formula</c>

00:17:29.270 --> 00:17:29.280 align:start position:0%
this really complicated form formula
 

00:17:29.280 --> 00:17:31.350 align:start position:0%
this really complicated form formula
that<00:17:29.400><c> I</c><00:17:29.559><c> use</c><00:17:29.799><c> as</c><00:17:29.880><c> an</c><00:17:30.039><c> incentive</c><00:17:30.440><c> rule</c><00:17:31.120><c> uh</c><00:17:31.240><c> at</c>

00:17:31.350 --> 00:17:31.360 align:start position:0%
that I use as an incentive rule uh at
 

00:17:31.360 --> 00:17:33.590 align:start position:0%
that I use as an incentive rule uh at
least<00:17:31.840><c> like</c><00:17:32.000><c> tentatively</c><00:17:32.960><c> uh</c><00:17:33.039><c> that</c><00:17:33.160><c> tries</c><00:17:33.440><c> to</c>

00:17:33.590 --> 00:17:33.600 align:start position:0%
least like tentatively uh that tries to
 

00:17:33.600 --> 00:17:34.990 align:start position:0%
least like tentatively uh that tries to
balance<00:17:34.039><c> the</c><00:17:34.200><c> fact</c><00:17:34.520><c> that</c><00:17:34.640><c> you</c><00:17:34.760><c> want</c><00:17:34.880><c> to</c>

00:17:34.990 --> 00:17:35.000 align:start position:0%
balance the fact that you want to
 

00:17:35.000 --> 00:17:36.310 align:start position:0%
balance the fact that you want to
encourage<00:17:35.320><c> people</c><00:17:35.480><c> to</c><00:17:35.600><c> submit</c><00:17:35.880><c> really</c><00:17:36.039><c> small</c>

00:17:36.310 --> 00:17:36.320 align:start position:0%
encourage people to submit really small
 

00:17:36.320 --> 00:17:38.549 align:start position:0%
encourage people to submit really small
intervals<00:17:37.320><c> uh</c><00:17:37.480><c> which</c><00:17:37.559><c> is</c><00:17:37.720><c> the</c><00:17:37.799><c> first</c><00:17:38.039><c> term</c><00:17:38.440><c> and</c>

00:17:38.549 --> 00:17:38.559 align:start position:0%
intervals uh which is the first term and
 

00:17:38.559 --> 00:17:40.070 align:start position:0%
intervals uh which is the first term and
at<00:17:38.640><c> the</c><00:17:38.760><c> same</c><00:17:38.880><c> time</c><00:17:39.039><c> you</c><00:17:39.160><c> want</c><00:17:39.320><c> to</c><00:17:39.640><c> encourage</c>

00:17:40.070 --> 00:17:40.080 align:start position:0%
at the same time you want to encourage
 

00:17:40.080 --> 00:17:41.669 align:start position:0%
at the same time you want to encourage
people<00:17:40.360><c> to</c><00:17:40.520><c> be</c><00:17:40.919><c> you</c><00:17:41.039><c> want</c><00:17:41.120><c> to</c><00:17:41.320><c> like</c><00:17:41.480><c> really</c>

00:17:41.669 --> 00:17:41.679 align:start position:0%
people to be you want to like really
 

00:17:41.679 --> 00:17:43.070 align:start position:0%
people to be you want to like really
reward<00:17:42.039><c> people</c><00:17:42.240><c> if</c><00:17:42.360><c> they</c><00:17:42.480><c> vote</c><00:17:42.640><c> on</c><00:17:42.760><c> the</c><00:17:42.880><c> right</c>

00:17:43.070 --> 00:17:43.080 align:start position:0%
reward people if they vote on the right
 

00:17:43.080 --> 00:17:45.270 align:start position:0%
reward people if they vote on the right
sight<00:17:43.480><c> side</c><00:17:43.640><c> of</c><00:17:43.760><c> the</c><00:17:43.840><c> points</c><00:17:44.039><c> of</c><00:17:44.200><c> conflict</c><00:17:45.160><c> uh</c>

00:17:45.270 --> 00:17:45.280 align:start position:0%
sight side of the points of conflict uh
 

00:17:45.280 --> 00:17:48.150 align:start position:0%
sight side of the points of conflict uh
so<00:17:45.480><c> that</c><00:17:45.600><c> if</c><00:17:45.720><c> there's</c><00:17:46.200><c> like</c><00:17:47.200><c> like</c><00:17:47.360><c> a</c><00:17:47.600><c> point</c>

00:17:48.150 --> 00:17:48.160 align:start position:0%
so that if there's like like a point
 

00:17:48.160 --> 00:17:49.909 align:start position:0%
so that if there's like like a point
where<00:17:48.400><c> the</c><00:17:48.559><c> system</c><00:17:48.919><c> could</c><00:17:49.400><c> go</c><00:17:49.559><c> a</c><00:17:49.679><c> different</c>

00:17:49.909 --> 00:17:49.919 align:start position:0%
where the system could go a different
 

00:17:49.919 --> 00:17:51.590 align:start position:0%
where the system could go a different
way<00:17:50.039><c> and</c><00:17:50.160><c> choose</c><00:17:50.360><c> a</c><00:17:50.480><c> different</c><00:17:50.679><c> answer</c><00:17:51.400><c> uh</c><00:17:51.480><c> you</c>

00:17:51.590 --> 00:17:51.600 align:start position:0%
way and choose a different answer uh you
 

00:17:51.600 --> 00:17:53.430 align:start position:0%
way and choose a different answer uh you
want<00:17:51.799><c> to</c><00:17:51.960><c> like</c><00:17:52.080><c> raise</c><00:17:52.360><c> the</c><00:17:52.480><c> six</c><00:17:52.880><c> on</c><00:17:53.039><c> people</c><00:17:53.240><c> so</c>

00:17:53.430 --> 00:17:53.440 align:start position:0%
want to like raise the six on people so
 

00:17:53.440 --> 00:17:54.909 align:start position:0%
want to like raise the six on people so
that<00:17:53.559><c> an</c><00:17:53.679><c> attacker</c><00:17:54.039><c> that</c><00:17:54.160><c> winds</c><00:17:54.400><c> up</c><00:17:54.520><c> losing</c>

00:17:54.909 --> 00:17:54.919 align:start position:0%
that an attacker that winds up losing
 

00:17:54.919 --> 00:17:57.350 align:start position:0%
that an attacker that winds up losing
like<00:17:55.280><c> loses</c><00:17:55.960><c> a</c><00:17:56.039><c> lot</c><00:17:56.159><c> of</c><00:17:56.480><c> you</c><00:17:56.559><c> know</c><00:17:56.679><c> that</c><00:17:56.799><c> much</c>

00:17:57.350 --> 00:17:57.360 align:start position:0%
like loses a lot of you know that much
 

00:17:57.360 --> 00:18:00.070 align:start position:0%
like loses a lot of you know that much
more<00:17:58.360><c> um</c><00:17:59.039><c> so</c><00:17:59.200><c> if</c><00:17:59.320><c> anybody's</c><00:17:59.679><c> interested</c><00:17:59.960><c> in</c>

00:18:00.070 --> 00:18:00.080 align:start position:0%
more um so if anybody's interested in
 

00:18:00.080 --> 00:18:01.390 align:start position:0%
more um so if anybody's interested in
that<00:18:00.200><c> formula</c><00:18:00.559><c> feel</c><00:18:00.679><c> free</c><00:18:00.840><c> to</c><00:18:00.919><c> talk</c><00:18:01.039><c> to</c><00:18:01.159><c> me</c><00:18:01.320><c> we</c>

00:18:01.390 --> 00:18:01.400 align:start position:0%
that formula feel free to talk to me we
 

00:18:01.400 --> 00:18:04.149 align:start position:0%
that formula feel free to talk to me we
can<00:18:01.520><c> we</c><00:18:01.600><c> can</c><00:18:01.720><c> dig</c><00:18:01.919><c> into</c><00:18:02.120><c> it</c><00:18:03.000><c> uh</c><00:18:03.280><c> and</c><00:18:03.440><c> then</c><00:18:03.799><c> like</c>

00:18:04.149 --> 00:18:04.159 align:start position:0%
can we can dig into it uh and then like
 

00:18:04.159 --> 00:18:06.070 align:start position:0%
can we can dig into it uh and then like
the<00:18:04.320><c> different</c><00:18:05.080><c> metrics</c><00:18:05.520><c> that</c><00:18:05.679><c> people</c><00:18:05.919><c> have</c>

00:18:06.070 --> 00:18:06.080 align:start position:0%
the different metrics that people have
 

00:18:06.080 --> 00:18:07.789 align:start position:0%
the different metrics that people have
used<00:18:06.799><c> uh</c><00:18:06.919><c> just</c><00:18:07.039><c> to</c><00:18:07.120><c> summarize</c><00:18:07.480><c> the</c><00:18:07.559><c> three</c><00:18:07.720><c> that</c>

00:18:07.789 --> 00:18:07.799 align:start position:0%
used uh just to summarize the three that
 

00:18:07.799 --> 00:18:09.470 align:start position:0%
used uh just to summarize the three that
we've<00:18:08.000><c> looked</c><00:18:08.200><c> at</c><00:18:08.559><c> so</c><00:18:08.760><c> there's</c><00:18:09.039><c> this</c><00:18:09.200><c> notion</c>

00:18:09.470 --> 00:18:09.480 align:start position:0%
we've looked at so there's this notion
 

00:18:09.480 --> 00:18:11.630 align:start position:0%
we've looked at so there's this notion
of<00:18:09.640><c> being</c><00:18:10.000><c> close</c><00:18:10.280><c> if</c><00:18:10.400><c> you're</c><00:18:10.600><c> close</c><00:18:11.039><c> to</c><00:18:11.520><c> like</c>

00:18:11.630 --> 00:18:11.640 align:start position:0%
of being close if you're close to like
 

00:18:11.640 --> 00:18:14.230 align:start position:0%
of being close if you're close to like
as<00:18:11.760><c> a</c><00:18:11.880><c> percentage</c><00:18:12.240><c> of</c><00:18:12.320><c> the</c><00:18:12.600><c> output</c><00:18:13.600><c> uh</c><00:18:13.840><c> there's</c>

00:18:14.230 --> 00:18:14.240 align:start position:0%
as a percentage of the output uh there's
 

00:18:14.240 --> 00:18:16.549 align:start position:0%
as a percentage of the output uh there's
a<00:18:14.440><c> notion</c><00:18:15.000><c> of</c><00:18:15.240><c> being</c><00:18:15.559><c> close</c><00:18:15.840><c> if</c><00:18:15.960><c> you're</c><00:18:16.159><c> closer</c>

00:18:16.549 --> 00:18:16.559 align:start position:0%
a notion of being close if you're closer
 

00:18:16.559 --> 00:18:18.510 align:start position:0%
a notion of being close if you're closer
than<00:18:16.760><c> other</c><00:18:17.039><c> people</c><00:18:17.880><c> uh</c><00:18:18.000><c> these</c><00:18:18.120><c> are</c><00:18:18.240><c> different</c>

00:18:18.510 --> 00:18:18.520 align:start position:0%
than other people uh these are different
 

00:18:18.520 --> 00:18:19.830 align:start position:0%
than other people uh these are different
things<00:18:18.880><c> and</c><00:18:19.039><c> then</c><00:18:19.200><c> there's</c><00:18:19.400><c> that</c><00:18:19.600><c> crazy</c>

00:18:19.830 --> 00:18:19.840 align:start position:0%
things and then there's that crazy
 

00:18:19.840 --> 00:18:21.110 align:start position:0%
things and then there's that crazy
formula<00:18:20.240><c> from</c><00:18:20.360><c> different</c><00:18:20.600><c> page</c><00:18:20.840><c> which</c><00:18:20.960><c> is</c>

00:18:21.110 --> 00:18:21.120 align:start position:0%
formula from different page which is
 

00:18:21.120 --> 00:18:23.470 align:start position:0%
formula from different page which is
about<00:18:21.919><c> being</c><00:18:22.200><c> on</c><00:18:22.360><c> the</c><00:18:22.520><c> right</c><00:18:22.840><c> side</c><00:18:23.080><c> of</c><00:18:23.280><c> points</c>

00:18:23.470 --> 00:18:23.480 align:start position:0%
about being on the right side of points
 

00:18:23.480 --> 00:18:26.029 align:start position:0%
about being on the right side of points
of<00:18:23.679><c> conflict</c><00:18:24.520><c> uh</c><00:18:24.600><c> so</c><00:18:24.799><c> sort</c><00:18:24.919><c> of</c><00:18:25.080><c> being</c><00:18:25.400><c> close</c>

00:18:26.029 --> 00:18:26.039 align:start position:0%
of conflict uh so sort of being close
 

00:18:26.039 --> 00:18:28.590 align:start position:0%
of conflict uh so sort of being close
when<00:18:26.200><c> it</c><00:18:26.480><c> matters</c><00:18:27.480><c> and</c><00:18:27.880><c> if</c><00:18:28.200><c> like</c><00:18:28.320><c> everybody</c>

00:18:28.590 --> 00:18:28.600 align:start position:0%
when it matters and if like everybody
 

00:18:28.600 --> 00:18:29.990 align:start position:0%
when it matters and if like everybody
kind<00:18:28.919><c> agreed</c><00:18:29.159><c> it</c><00:18:29.280><c> doesn't</c><00:18:29.520><c> matter</c><00:18:29.679><c> so</c><00:18:29.840><c> much</c>

00:18:29.990 --> 00:18:30.000 align:start position:0%
kind agreed it doesn't matter so much
 

00:18:30.000 --> 00:18:31.430 align:start position:0%
kind agreed it doesn't matter so much
and<00:18:30.159><c> the</c><00:18:30.320><c> formula</c><00:18:30.679><c> doesn't</c><00:18:30.919><c> care</c><00:18:31.159><c> as</c><00:18:31.280><c> much</c>

00:18:31.430 --> 00:18:31.440 align:start position:0%
and the formula doesn't care as much
 

00:18:31.440 --> 00:18:33.190 align:start position:0%
and the formula doesn't care as much
about<00:18:31.640><c> whether</c><00:18:31.840><c> you</c><00:18:31.960><c> know</c><00:18:32.240><c> how</c><00:18:32.360><c> you</c>

00:18:33.190 --> 00:18:33.200 align:start position:0%
about whether you know how you
 

00:18:33.200 --> 00:18:35.750 align:start position:0%
about whether you know how you
voted<00:18:34.200><c> uh</c><00:18:34.679><c> summarizing</c><00:18:35.320><c> how</c><00:18:35.480><c> different</c>

00:18:35.750 --> 00:18:35.760 align:start position:0%
voted uh summarizing how different
 

00:18:35.760 --> 00:18:37.149 align:start position:0%
voted uh summarizing how different
projects<00:18:36.080><c> have</c><00:18:36.240><c> taken</c><00:18:36.679><c> the</c><00:18:36.799><c> different</c><00:18:36.960><c> things</c>

00:18:37.149 --> 00:18:37.159 align:start position:0%
projects have taken the different things
 

00:18:37.159 --> 00:18:39.870 align:start position:0%
projects have taken the different things
they've<00:18:37.320><c> done</c><00:18:37.559><c> on</c><00:18:37.919><c> on</c><00:18:38.159><c> on</c><00:18:38.280><c> these</c><00:18:38.640><c> choices</c><00:18:39.640><c> uh</c>

00:18:39.870 --> 00:18:39.880 align:start position:0%
they've done on on on these choices uh
 

00:18:39.880 --> 00:18:41.909 align:start position:0%
they've done on on on these choices uh
so<00:18:40.360><c> shelling</c><00:18:40.720><c> coin</c><00:18:40.919><c> and</c><00:18:41.000><c> chain</c><00:18:41.280><c> link</c><00:18:41.720><c> like</c><00:18:41.840><c> the</c>

00:18:41.909 --> 00:18:41.919 align:start position:0%
so shelling coin and chain link like the
 

00:18:41.919 --> 00:18:44.070 align:start position:0%
so shelling coin and chain link like the
format<00:18:42.159><c> of</c><00:18:42.240><c> the</c><00:18:42.320><c> vot</c><00:18:42.480><c> is</c><00:18:42.679><c> a</c><00:18:42.799><c> number</c><00:18:43.320><c> as</c><00:18:43.480><c> such</c>

00:18:44.070 --> 00:18:44.080 align:start position:0%
format of the vot is a number as such
 

00:18:44.080 --> 00:18:46.029 align:start position:0%
format of the vot is a number as such
the<00:18:44.200><c> only</c><00:18:44.440><c> real</c><00:18:44.960><c> reasonable</c><00:18:45.640><c> aggregation</c>

00:18:46.029 --> 00:18:46.039 align:start position:0%
the only real reasonable aggregation
 

00:18:46.039 --> 00:18:48.149 align:start position:0%
the only real reasonable aggregation
mechanism<00:18:46.440><c> is</c><00:18:46.559><c> just</c><00:18:46.640><c> to</c><00:18:46.720><c> take</c><00:18:46.840><c> the</c><00:18:47.039><c> median</c><00:18:48.039><c> uh</c>

00:18:48.149 --> 00:18:48.159 align:start position:0%
mechanism is just to take the median uh
 

00:18:48.159 --> 00:18:49.549 align:start position:0%
mechanism is just to take the median uh
for<00:18:48.280><c> the</c><00:18:48.400><c> interval</c><00:18:48.799><c> approach</c><00:18:49.159><c> I</c><00:18:49.240><c> have</c><00:18:49.400><c> more</c>

00:18:49.549 --> 00:18:49.559 align:start position:0%
for the interval approach I have more
 

00:18:49.559 --> 00:18:51.029 align:start position:0%
for the interval approach I have more
complicated<00:18:49.960><c> information</c><00:18:50.440><c> that</c><00:18:50.520><c> means</c><00:18:50.760><c> I</c><00:18:50.840><c> can</c>

00:18:51.029 --> 00:18:51.039 align:start position:0%
complicated information that means I can
 

00:18:51.039 --> 00:18:54.630 align:start position:0%
complicated information that means I can
take<00:18:51.520><c> more</c><00:18:51.760><c> complicated</c><00:18:52.240><c> aggregation</c><00:18:53.120><c> rules</c>

00:18:54.630 --> 00:18:54.640 align:start position:0%
take more complicated aggregation rules
 

00:18:54.640 --> 00:18:57.230 align:start position:0%
take more complicated aggregation rules
um<00:18:55.640><c> some</c><00:18:55.919><c> projects</c><00:18:56.240><c> I</c><00:18:56.320><c> didn't</c><00:18:56.640><c> talk</c><00:18:56.919><c> very</c><00:18:57.080><c> much</c>

00:18:57.230 --> 00:18:57.240 align:start position:0%
um some projects I didn't talk very much
 

00:18:57.240 --> 00:19:00.990 align:start position:0%
um some projects I didn't talk very much
about<00:18:58.240><c> uh</c><00:18:59.000><c> projects</c><00:18:59.480><c> also</c><00:18:59.840><c> have</c><00:19:00.120><c> you</c><00:19:00.240><c> know</c>

00:19:00.990 --> 00:19:01.000 align:start position:0%
about uh projects also have you know
 

00:19:01.000 --> 00:19:02.950 align:start position:0%
about uh projects also have you know
that<00:19:01.400><c> have</c><00:19:01.720><c> vote</c><00:19:01.960><c> vote</c><00:19:02.120><c> formats</c><00:19:02.440><c> of</c><00:19:02.600><c> numbers</c>

00:19:02.950 --> 00:19:02.960 align:start position:0%
that have vote vote formats of numbers
 

00:19:02.960 --> 00:19:05.110 align:start position:0%
that have vote vote formats of numbers
also<00:19:03.240><c> take</c><00:19:03.400><c> the</c><00:19:03.520><c> median</c><00:19:04.360><c> py</c><00:19:04.760><c> which</c><00:19:04.880><c> is</c><00:19:05.000><c> an</c>

00:19:05.110 --> 00:19:05.120 align:start position:0%
also take the median py which is an
 

00:19:05.120 --> 00:19:06.390 align:start position:0%
also take the median py which is an
interesting<00:19:05.480><c> example</c><00:19:05.880><c> they</c><00:19:06.080><c> also</c><00:19:06.240><c> have</c>

00:19:06.390 --> 00:19:06.400 align:start position:0%
interesting example they also have
 

00:19:06.400 --> 00:19:07.710 align:start position:0%
interesting example they also have
something<00:19:06.600><c> where</c><00:19:06.760><c> you</c><00:19:06.919><c> have</c><00:19:07.440><c> submit</c>

00:19:07.710 --> 00:19:07.720 align:start position:0%
something where you have submit
 

00:19:07.720 --> 00:19:08.630 align:start position:0%
something where you have submit
something<00:19:07.880><c> that's</c><00:19:08.000><c> kind</c><00:19:08.120><c> of</c><00:19:08.320><c> like</c><00:19:08.440><c> something</c>

00:19:08.630 --> 00:19:08.640 align:start position:0%
something that's kind of like something
 

00:19:08.640 --> 00:19:10.070 align:start position:0%
something that's kind of like something
like<00:19:08.760><c> an</c><00:19:08.880><c> interval</c><00:19:09.679><c> uh</c><00:19:09.799><c> they</c><00:19:09.880><c> have</c><00:19:09.960><c> a</c>

00:19:10.070 --> 00:19:10.080 align:start position:0%
like an interval uh they have a
 

00:19:10.080 --> 00:19:13.029 align:start position:0%
like an interval uh they have a
different<00:19:10.320><c> aggregation</c><00:19:11.039><c> mechanism</c><00:19:12.039><c> uh</c><00:19:12.440><c> and</c>

00:19:13.029 --> 00:19:13.039 align:start position:0%
different aggregation mechanism uh and
 

00:19:13.039 --> 00:19:14.590 align:start position:0%
different aggregation mechanism uh and
um<00:19:13.480><c> you</c><00:19:13.559><c> know</c><00:19:13.760><c> I</c><00:19:13.880><c> just</c><00:19:14.000><c> want</c><00:19:14.120><c> to</c><00:19:14.200><c> say</c><00:19:14.360><c> there's</c><00:19:14.520><c> a</c>

00:19:14.590 --> 00:19:14.600 align:start position:0%
um you know I just want to say there's a
 

00:19:14.600 --> 00:19:16.750 align:start position:0%
um you know I just want to say there's a
lot<00:19:14.760><c> of</c><00:19:14.960><c> sort</c><00:19:15.120><c> of</c><00:19:15.280><c> room</c><00:19:15.440><c> for</c><00:19:15.679><c> experiments</c>

00:19:16.750 --> 00:19:16.760 align:start position:0%
lot of sort of room for experiments
 

00:19:16.760 --> 00:19:21.430 align:start position:0%
lot of sort of room for experiments
here<00:19:17.760><c> uh</c><00:19:17.960><c> so</c><00:19:19.000><c> concluding</c><00:19:20.000><c> uh</c><00:19:20.280><c> historically</c><00:19:21.280><c> on</c>

00:19:21.430 --> 00:19:21.440 align:start position:0%
here uh so concluding uh historically on
 

00:19:21.440 --> 00:19:23.110 align:start position:0%
here uh so concluding uh historically on
this<00:19:21.600><c> like</c><00:19:21.760><c> delegated</c><00:19:22.200><c> to</c><00:19:22.360><c> crowd</c><00:19:22.600><c> model</c><00:19:22.960><c> most</c>

00:19:23.110 --> 00:19:23.120 align:start position:0%
this like delegated to crowd model most
 

00:19:23.120 --> 00:19:24.350 align:start position:0%
this like delegated to crowd model most
people<00:19:23.280><c> have</c><00:19:23.400><c> been</c><00:19:23.559><c> interested</c><00:19:23.880><c> in</c><00:19:24.080><c> price</c>

00:19:24.350 --> 00:19:24.360 align:start position:0%
people have been interested in price
 

00:19:24.360 --> 00:19:26.270 align:start position:0%
people have been interested in price
oracles<00:19:25.360><c> if</c><00:19:25.440><c> you</c><00:19:25.520><c> want</c><00:19:25.600><c> a</c><00:19:25.720><c> price</c><00:19:25.919><c> Oracle</c><00:19:26.200><c> that</c>

00:19:26.270 --> 00:19:26.280 align:start position:0%
oracles if you want a price Oracle that
 

00:19:26.280 --> 00:19:27.830 align:start position:0%
oracles if you want a price Oracle that
updates<00:19:26.600><c> like</c><00:19:26.720><c> really</c><00:19:27.000><c> fast</c><00:19:27.360><c> you</c><00:19:27.600><c> probably</c>

00:19:27.830 --> 00:19:27.840 align:start position:0%
updates like really fast you probably
 

00:19:27.840 --> 00:19:30.110 align:start position:0%
updates like really fast you probably
needed<00:19:28.080><c> a</c><00:19:28.320><c> price</c><00:19:28.799><c> like</c><00:19:28.919><c> a</c><00:19:29.039><c> delegated</c><00:19:29.480><c> model</c>

00:19:30.110 --> 00:19:30.120 align:start position:0%
needed a price like a delegated model
 

00:19:30.120 --> 00:19:31.549 align:start position:0%
needed a price like a delegated model
particularly<00:19:30.720><c> in</c><00:19:30.880><c> like</c><00:19:31.000><c> a</c><00:19:31.120><c> high</c><00:19:31.320><c> gas</c>

00:19:31.549 --> 00:19:31.559 align:start position:0%
particularly in like a high gas
 

00:19:31.559 --> 00:19:33.470 align:start position:0%
particularly in like a high gas
environment<00:19:32.400><c> maybe</c><00:19:32.679><c> even</c><00:19:32.840><c> in</c><00:19:32.960><c> a</c><00:19:33.080><c> low</c><00:19:33.320><c> gas</c>

00:19:33.470 --> 00:19:33.480 align:start position:0%
environment maybe even in a low gas
 

00:19:33.480 --> 00:19:34.510 align:start position:0%
environment maybe even in a low gas
environment<00:19:33.840><c> just</c><00:19:33.960><c> because</c><00:19:34.120><c> you</c><00:19:34.200><c> want</c><00:19:34.360><c> people</c>

00:19:34.510 --> 00:19:34.520 align:start position:0%
environment just because you want people
 

00:19:34.520 --> 00:19:36.070 align:start position:0%
environment just because you want people
to<00:19:34.600><c> be</c><00:19:34.720><c> able</c><00:19:34.880><c> to</c><00:19:35.000><c> provide</c><00:19:35.320><c> information</c><00:19:35.840><c> with</c>

00:19:36.070 --> 00:19:36.080 align:start position:0%
to be able to provide information with
 

00:19:36.080 --> 00:19:40.190 align:start position:0%
to be able to provide information with
like<00:19:36.760><c> very</c><00:19:36.919><c> low</c><00:19:37.120><c> life</c><00:19:37.679><c> time</c><00:19:38.679><c> uh</c><00:19:39.520><c> but</c><00:19:39.919><c> if</c><00:19:40.039><c> you</c>

00:19:40.190 --> 00:19:40.200 align:start position:0%
like very low life time uh but if you
 

00:19:40.200 --> 00:19:42.029 align:start position:0%
like very low life time uh but if you
consider<00:19:40.559><c> more</c><00:19:40.960><c> bespoke</c><00:19:41.440><c> questions</c>

00:19:42.029 --> 00:19:42.039 align:start position:0%
consider more bespoke questions
 

00:19:42.039 --> 00:19:43.270 align:start position:0%
consider more bespoke questions
subjective<00:19:42.520><c> questions</c><00:19:42.799><c> that</c><00:19:42.919><c> you</c><00:19:43.039><c> might</c><00:19:43.159><c> have</c>

00:19:43.270 --> 00:19:43.280 align:start position:0%
subjective questions that you might have
 

00:19:43.280 --> 00:19:46.149 align:start position:0%
subjective questions that you might have
in<00:19:43.400><c> a</c><00:19:43.480><c> claros</c><00:19:43.799><c> select</c><00:19:44.280><c> platform</c><00:19:45.280><c> that</c><00:19:46.039><c> you</c>

00:19:46.149 --> 00:19:46.159 align:start position:0%
in a claros select platform that you
 

00:19:46.159 --> 00:19:47.789 align:start position:0%
in a claros select platform that you
know<00:19:46.360><c> now</c><00:19:46.520><c> you</c><00:19:46.679><c> open</c><00:19:46.880><c> up</c><00:19:47.039><c> this</c><00:19:47.200><c> design</c><00:19:47.559><c> space</c>

00:19:47.789 --> 00:19:47.799 align:start position:0%
know now you open up this design space
 

00:19:47.799 --> 00:19:48.909 align:start position:0%
know now you open up this design space
and<00:19:47.919><c> you</c><00:19:48.039><c> get</c><00:19:48.240><c> back</c><00:19:48.360><c> to</c><00:19:48.480><c> this</c><00:19:48.600><c> question</c><00:19:48.799><c> of</c>

00:19:48.909 --> 00:19:48.919 align:start position:0%
and you get back to this question of
 

00:19:48.919 --> 00:19:50.350 align:start position:0%
and you get back to this question of
like<00:19:49.039><c> digging</c><00:19:49.320><c> in</c><00:19:49.559><c> like</c><00:19:49.919><c> what</c><00:19:50.080><c> kind</c><00:19:50.240><c> of</c>

00:19:50.350 --> 00:19:50.360 align:start position:0%
like digging in like what kind of
 

00:19:50.360 --> 00:19:52.110 align:start position:0%
like digging in like what kind of
oracles<00:19:50.840><c> can</c><00:19:51.000><c> we</c><00:19:51.200><c> design</c><00:19:51.679><c> and</c><00:19:51.760><c> it</c><00:19:51.880><c> does</c><00:19:52.000><c> it</c>

00:19:52.110 --> 00:19:52.120 align:start position:0%
oracles can we design and it does it
 

00:19:52.120 --> 00:19:54.390 align:start position:0%
oracles can we design and it does it
make<00:19:52.200><c> sense</c><00:19:52.360><c> to</c><00:19:52.480><c> go</c><00:19:52.559><c> back</c><00:19:52.720><c> to</c><00:19:52.840><c> a</c><00:19:52.919><c> crowd</c><00:19:53.400><c> model</c>

00:19:54.390 --> 00:19:54.400 align:start position:0%
make sense to go back to a crowd model
 

00:19:54.400 --> 00:19:56.270 align:start position:0%
make sense to go back to a crowd model
uh<00:19:54.840><c> we've</c><00:19:55.200><c> come</c><00:19:55.360><c> up</c><00:19:55.480><c> with</c><00:19:55.600><c> measures</c><00:19:55.960><c> to</c><00:19:56.120><c> talk</c>

00:19:56.270 --> 00:19:56.280 align:start position:0%
uh we've come up with measures to talk
 

00:19:56.280 --> 00:19:58.310 align:start position:0%
uh we've come up with measures to talk
about<00:19:56.520><c> how</c><00:19:56.760><c> microcheating</c><00:19:57.440><c> varies</c><00:19:57.760><c> from</c><00:19:57.919><c> one</c>

00:19:58.310 --> 00:19:58.320 align:start position:0%
about how microcheating varies from one
 

00:19:58.320 --> 00:20:01.470 align:start position:0%
about how microcheating varies from one
sort<00:19:58.520><c> of</c><00:19:58.799><c> approach</c><00:19:59.080><c> to</c><00:19:59.440><c> another</c><00:20:00.440><c> uh</c><00:20:00.760><c> the</c>

00:20:01.470 --> 00:20:01.480 align:start position:0%
sort of approach to another uh the
 

00:20:01.480 --> 00:20:02.950 align:start position:0%
sort of approach to another uh the
delegated<00:20:02.039><c> approach</c><00:20:02.480><c> it</c><00:20:02.600><c> leaves</c><00:20:02.799><c> its</c>

00:20:02.950 --> 00:20:02.960 align:start position:0%
delegated approach it leaves its
 

00:20:02.960 --> 00:20:05.789 align:start position:0%
delegated approach it leaves its
incentives<00:20:03.360><c> to</c><00:20:03.600><c> just</c><00:20:04.240><c> like</c><00:20:05.240><c> the</c><00:20:05.440><c> threat</c><00:20:05.640><c> of</c>

00:20:05.789 --> 00:20:05.799 align:start position:0%
incentives to just like the threat of
 

00:20:05.799 --> 00:20:07.510 align:start position:0%
incentives to just like the threat of
being<00:20:06.000><c> thrown</c><00:20:06.280><c> out</c><00:20:06.400><c> of</c><00:20:06.520><c> the</c><00:20:06.720><c> platform</c><00:20:07.240><c> so</c><00:20:07.440><c> they</c>

00:20:07.510 --> 00:20:07.520 align:start position:0%
being thrown out of the platform so they
 

00:20:07.520 --> 00:20:08.950 align:start position:0%
being thrown out of the platform so they
don't<00:20:07.679><c> really</c><00:20:07.840><c> have</c><00:20:08.080><c> explicit</c><00:20:08.600><c> incentive</c>

00:20:08.950 --> 00:20:08.960 align:start position:0%
don't really have explicit incentive
 

00:20:08.960 --> 00:20:10.950 align:start position:0%
don't really have explicit incentive
rules<00:20:09.799><c> uh</c><00:20:09.960><c> but</c><00:20:10.080><c> if</c><00:20:10.159><c> you</c><00:20:10.240><c> want</c><00:20:10.360><c> a</c><00:20:10.480><c> crowd</c><00:20:10.720><c> model</c>

00:20:10.950 --> 00:20:10.960 align:start position:0%
rules uh but if you want a crowd model
 

00:20:10.960 --> 00:20:12.149 align:start position:0%
rules uh but if you want a crowd model
you<00:20:11.120><c> really</c><00:20:11.240><c> have</c><00:20:11.320><c> to</c><00:20:11.440><c> think</c><00:20:11.679><c> like</c><00:20:11.919><c> what</c><00:20:12.039><c> are</c>

00:20:12.149 --> 00:20:12.159 align:start position:0%
you really have to think like what are
 

00:20:12.159 --> 00:20:14.710 align:start position:0%
you really have to think like what are
my<00:20:12.520><c> what's</c><00:20:12.640><c> my</c><00:20:12.760><c> incentive</c><00:20:13.080><c> rule</c><00:20:13.880><c> uh</c><00:20:14.159><c> and</c><00:20:14.440><c> I</c>

00:20:14.710 --> 00:20:14.720 align:start position:0%
my what's my incentive rule uh and I
 

00:20:14.720 --> 00:20:16.270 align:start position:0%
my what's my incentive rule uh and I
there's<00:20:14.919><c> a</c><00:20:15.080><c> lot</c><00:20:15.240><c> of</c><00:20:15.559><c> open</c><00:20:15.880><c> interesting</c>

00:20:16.270 --> 00:20:16.280 align:start position:0%
there's a lot of open interesting
 

00:20:16.280 --> 00:20:17.630 align:start position:0%
there's a lot of open interesting
research<00:20:16.760><c> there</c><00:20:16.919><c> so</c><00:20:17.080><c> if</c><00:20:17.159><c> you're</c><00:20:17.320><c> interested</c>

00:20:17.630 --> 00:20:17.640 align:start position:0%
research there so if you're interested
 

00:20:17.640 --> 00:20:19.990 align:start position:0%
research there so if you're interested
in<00:20:17.799><c> that</c><00:20:17.919><c> you</c><00:20:18.039><c> know</c><00:20:18.440><c> reach</c><00:20:18.679><c> out</c><00:20:19.520><c> uh</c><00:20:19.679><c> and</c><00:20:19.840><c> I'm</c>

00:20:19.990 --> 00:20:20.000 align:start position:0%
in that you know reach out uh and I'm
 

00:20:20.000 --> 00:20:22.440 align:start position:0%
in that you know reach out uh and I'm
happy<00:20:20.240><c> to</c><00:20:20.360><c> take</c><00:20:20.559><c> questions</c>

00:20:22.440 --> 00:20:22.450 align:start position:0%
happy to take questions
 

00:20:22.450 --> 00:20:28.990 align:start position:0%
happy to take questions
[Applause]

00:20:28.990 --> 00:20:29.000 align:start position:0%
[Applause]
 

00:20:29.000 --> 00:20:30.390 align:start position:0%
[Applause]
so<00:20:29.159><c> we've</c><00:20:29.360><c> got</c><00:20:29.559><c> quite</c><00:20:29.720><c> a</c><00:20:29.840><c> few</c><00:20:30.039><c> questions</c>

00:20:30.390 --> 00:20:30.400 align:start position:0%
so we've got quite a few questions
 

00:20:30.400 --> 00:20:33.390 align:start position:0%
so we've got quite a few questions
streaming<00:20:30.799><c> in</c><00:20:31.559><c> um</c><00:20:32.200><c> as</c><00:20:32.360><c> a</c><00:20:32.520><c> wider</c><00:20:32.880><c> variety</c><00:20:33.280><c> of</c>

00:20:33.390 --> 00:20:33.400 align:start position:0%
streaming in um as a wider variety of
 

00:20:33.400 --> 00:20:35.789 align:start position:0%
streaming in um as a wider variety of
RWS<00:20:34.120><c> get</c><00:20:34.320><c> tokenized</c><00:20:34.960><c> How</c><00:20:35.159><c> concerned</c><00:20:35.559><c> are</c><00:20:35.679><c> you</c>

00:20:35.789 --> 00:20:35.799 align:start position:0%
RWS get tokenized How concerned are you
 

00:20:35.799 --> 00:20:37.950 align:start position:0%
RWS get tokenized How concerned are you
that<00:20:35.960><c> oracles</c><00:20:36.480><c> become</c><00:20:36.799><c> a</c><00:20:36.919><c> point</c><00:20:37.159><c> of</c>

00:20:37.950 --> 00:20:37.960 align:start position:0%
that oracles become a point of
 

00:20:37.960 --> 00:20:42.549 align:start position:0%
that oracles become a point of
failure<00:20:38.960><c> yeah</c><00:20:39.559><c> so</c><00:20:40.559><c> like</c><00:20:41.280><c> the</c><00:20:41.400><c> more</c><00:20:41.960><c> things</c><00:20:42.280><c> you</c>

00:20:42.549 --> 00:20:42.559 align:start position:0%
failure yeah so like the more things you
 

00:20:42.559 --> 00:20:44.630 align:start position:0%
failure yeah so like the more things you
have<00:20:43.159><c> that</c><00:20:43.440><c> like</c><00:20:43.640><c> that</c><00:20:43.760><c> are</c><00:20:44.120><c> integrated</c><00:20:44.520><c> in</c>

00:20:44.630 --> 00:20:44.640 align:start position:0%
have that like that are integrated in
 

00:20:44.640 --> 00:20:45.990 align:start position:0%
have that like that are integrated in
like<00:20:44.799><c> important</c><00:20:45.080><c> ways</c><00:20:45.200><c> in</c><00:20:45.320><c> your</c><00:20:45.440><c> system</c><00:20:45.760><c> the</c>

00:20:45.990 --> 00:20:46.000 align:start position:0%
like important ways in your system the
 

00:20:46.000 --> 00:20:49.070 align:start position:0%
like important ways in your system the
more<00:20:46.360><c> Tax</c><00:20:46.640><c> Service</c><00:20:47.039><c> you</c><00:20:47.240><c> have</c><00:20:48.240><c> uh</c><00:20:48.400><c> you</c><00:20:48.520><c> know</c><00:20:48.880><c> if</c>

00:20:49.070 --> 00:20:49.080 align:start position:0%
more Tax Service you have uh you know if
 

00:20:49.080 --> 00:20:51.270 align:start position:0%
more Tax Service you have uh you know if
you<00:20:49.280><c> have</c><00:20:49.760><c> real</c><00:20:50.039><c> world</c><00:20:50.280><c> assets</c><00:20:50.760><c> that</c><00:20:51.080><c> people</c>

00:20:51.270 --> 00:20:51.280 align:start position:0%
you have real world assets that people
 

00:20:51.280 --> 00:20:52.510 align:start position:0%
you have real world assets that people
are<00:20:51.400><c> really</c><00:20:51.559><c> engaged</c><00:20:51.960><c> with</c><00:20:52.080><c> and</c><00:20:52.159><c> they're</c>

00:20:52.510 --> 00:20:52.520 align:start position:0%
are really engaged with and they're
 

00:20:52.520 --> 00:20:53.990 align:start position:0%
are really engaged with and they're
providing<00:20:52.840><c> information</c><00:20:53.200><c> you</c><00:20:53.320><c> have</c><00:20:53.520><c> lot</c><00:20:53.720><c> of</c>

00:20:53.990 --> 00:20:54.000 align:start position:0%
providing information you have lot of
 

00:20:54.000 --> 00:20:56.350 align:start position:0%
providing information you have lot of
lots<00:20:54.159><c> of</c><00:20:54.440><c> Watchers</c><00:20:55.440><c> uh</c><00:20:55.520><c> you</c><00:20:55.640><c> know</c><00:20:55.840><c> a</c><00:20:55.960><c> priori</c><00:20:56.280><c> it</c>

00:20:56.350 --> 00:20:56.360 align:start position:0%
lots of Watchers uh you know a priori it
 

00:20:56.360 --> 00:20:57.430 align:start position:0%
lots of Watchers uh you know a priori it
shouldn't<00:20:56.600><c> be</c><00:20:56.679><c> so</c><00:20:56.840><c> bad</c><00:20:57.000><c> but</c><00:20:57.080><c> we</c><00:20:57.200><c> definitely</c>

00:20:57.430 --> 00:20:57.440 align:start position:0%
shouldn't be so bad but we definitely
 

00:20:57.440 --> 00:20:59.310 align:start position:0%
shouldn't be so bad but we definitely
want<00:20:57.520><c> to</c><00:20:57.720><c> like</c><00:20:57.919><c> think</c><00:20:58.240><c> about</c><00:20:58.640><c> how</c><00:20:58.960><c> rigorous</c>

00:20:59.310 --> 00:20:59.320 align:start position:0%
want to like think about how rigorous
 

00:20:59.320 --> 00:21:02.710 align:start position:0%
want to like think about how rigorous
our<00:20:59.440><c> oracles</c><00:21:00.159><c> are</c><00:21:01.159><c> uh</c><00:21:01.280><c> how</c><00:21:01.440><c> do</c><00:21:01.640><c> crowd</c><00:21:02.080><c> oracles</c>

00:21:02.710 --> 00:21:02.720 align:start position:0%
our oracles are uh how do crowd oracles
 

00:21:02.720 --> 00:21:05.630 align:start position:0%
our oracles are uh how do crowd oracles
typically<00:21:03.320><c> Implement</c><00:21:03.880><c> Cil</c><00:21:04.480><c> resistance</c><00:21:05.480><c> yeah</c>

00:21:05.630 --> 00:21:05.640 align:start position:0%
typically Implement Cil resistance yeah
 

00:21:05.640 --> 00:21:08.549 align:start position:0%
typically Implement Cil resistance yeah
so<00:21:05.840><c> I</c><00:21:05.919><c> mean</c><00:21:06.120><c> it</c><00:21:06.280><c> depends</c><00:21:07.280><c> uh</c><00:21:07.400><c> for</c><00:21:07.640><c> claros</c><00:21:08.280><c> in</c><00:21:08.440><c> in</c>

00:21:08.549 --> 00:21:08.559 align:start position:0%
so I mean it depends uh for claros in in
 

00:21:08.559 --> 00:21:11.909 align:start position:0%
so I mean it depends uh for claros in in
claros<00:21:09.240><c> 1.0</c><00:21:10.240><c> uh</c><00:21:10.919><c> there</c><00:21:11.039><c> is</c><00:21:11.200><c> a</c><00:21:11.360><c> token</c><00:21:11.640><c> weighted</c>

00:21:11.909 --> 00:21:11.919 align:start position:0%
claros 1.0 uh there is a token weighted
 

00:21:11.919 --> 00:21:13.549 align:start position:0%
claros 1.0 uh there is a token weighted
drawing<00:21:12.400><c> so</c><00:21:12.799><c> there's</c><00:21:12.960><c> a</c><00:21:13.080><c> token</c><00:21:13.360><c> that</c>

00:21:13.549 --> 00:21:13.559 align:start position:0%
drawing so there's a token that
 

00:21:13.559 --> 00:21:15.110 align:start position:0%
drawing so there's a token that
participants<00:21:14.000><c> have</c><00:21:14.120><c> to</c><00:21:14.279><c> have</c><00:21:14.559><c> and</c><00:21:14.720><c> you</c><00:21:14.919><c> can't</c>

00:21:15.110 --> 00:21:15.120 align:start position:0%
participants have to have and you can't
 

00:21:15.120 --> 00:21:16.830 align:start position:0%
participants have to have and you can't
take<00:21:15.279><c> over</c><00:21:15.440><c> the</c><00:21:15.600><c> system</c><00:21:15.880><c> unless</c><00:21:16.120><c> you</c><00:21:16.279><c> have</c><00:21:16.720><c> you</c>

00:21:16.830 --> 00:21:16.840 align:start position:0%
take over the system unless you have you
 

00:21:16.840 --> 00:21:18.830 align:start position:0%
take over the system unless you have you
know<00:21:17.000><c> a</c><00:21:17.120><c> large</c><00:21:17.360><c> percentage</c><00:21:17.640><c> of</c><00:21:17.760><c> the</c><00:21:17.880><c> tokens</c><00:21:18.760><c> uh</c>

00:21:18.830 --> 00:21:18.840 align:start position:0%
know a large percentage of the tokens uh
 

00:21:18.840 --> 00:21:20.710 align:start position:0%
know a large percentage of the tokens uh
in<00:21:19.000><c> claros</c><00:21:19.360><c> 2.0</c><00:21:19.919><c> we've</c><00:21:20.159><c> considered</c>

00:21:20.710 --> 00:21:20.720 align:start position:0%
in claros 2.0 we've considered
 

00:21:20.720 --> 00:21:22.390 align:start position:0%
in claros 2.0 we've considered
additional<00:21:21.200><c> like</c><00:21:21.320><c> social</c><00:21:21.640><c> mechanisms</c><00:21:22.200><c> that</c>

00:21:22.390 --> 00:21:22.400 align:start position:0%
additional like social mechanisms that
 

00:21:22.400 --> 00:21:24.549 align:start position:0%
additional like social mechanisms that
like<00:21:23.200><c> that</c><00:21:23.400><c> token</c><00:21:23.640><c> mechanism</c><00:21:24.039><c> is</c><00:21:24.159><c> still</c><00:21:24.400><c> there</c>

00:21:24.549 --> 00:21:24.559 align:start position:0%
like that token mechanism is still there
 

00:21:24.559 --> 00:21:27.110 align:start position:0%
like that token mechanism is still there
but<00:21:24.880><c> also</c><00:21:25.880><c> uh</c><00:21:26.000><c> you</c><00:21:26.120><c> can</c><00:21:26.320><c> use</c><00:21:26.559><c> sort</c><00:21:26.720><c> of</c><00:21:26.799><c> proof</c><00:21:27.000><c> of</c>

00:21:27.110 --> 00:21:27.120 align:start position:0%
but also uh you can use sort of proof of
 

00:21:27.120 --> 00:21:29.110 align:start position:0%
but also uh you can use sort of proof of
person<00:21:27.520><c> tools</c><00:21:27.720><c> layered</c><00:21:28.039><c> on</c><00:21:28.200><c> top</c><00:21:28.320><c> of</c><00:21:28.400><c> that</c>

00:21:29.110 --> 00:21:29.120 align:start position:0%
person tools layered on top of that
 

00:21:29.120 --> 00:21:31.029 align:start position:0%
person tools layered on top of that
so<00:21:29.760><c> and</c><00:21:30.039><c> we've</c><00:21:30.279><c> we've</c><00:21:30.480><c> had</c><00:21:30.760><c> sort</c><00:21:30.919><c> of</c>

00:21:31.029 --> 00:21:31.039 align:start position:0%
so and we've we've had sort of
 

00:21:31.039 --> 00:21:32.430 align:start position:0%
so and we've we've had sort of
interesting<00:21:31.480><c> results</c><00:21:31.840><c> that</c><00:21:31.960><c> I</c><00:21:32.039><c> can</c><00:21:32.159><c> point</c><00:21:32.360><c> you</c>

00:21:32.430 --> 00:21:32.440 align:start position:0%
interesting results that I can point you
 

00:21:32.440 --> 00:21:34.430 align:start position:0%
interesting results that I can point you
to<00:21:32.600><c> if</c><00:21:32.679><c> you're</c><00:21:32.880><c> interested</c><00:21:33.880><c> uh</c><00:21:34.039><c> such</c><00:21:34.240><c> that</c><00:21:34.360><c> you</c>

00:21:34.430 --> 00:21:34.440 align:start position:0%
to if you're interested uh such that you
 

00:21:34.440 --> 00:21:35.750 align:start position:0%
to if you're interested uh such that you
can<00:21:34.559><c> design</c><00:21:34.799><c> a</c><00:21:34.960><c> system</c><00:21:35.279><c> that</c><00:21:35.400><c> where</c><00:21:35.480><c> you</c><00:21:35.600><c> both</c>

00:21:35.750 --> 00:21:35.760 align:start position:0%
can design a system that where you both
 

00:21:35.760 --> 00:21:36.750 align:start position:0%
can design a system that where you both
have<00:21:35.880><c> to</c><00:21:36.000><c> like</c><00:21:36.120><c> break</c><00:21:36.320><c> the</c><00:21:36.440><c> proof</c><00:21:36.640><c> of</c>

00:21:36.750 --> 00:21:36.760 align:start position:0%
have to like break the proof of
 

00:21:36.760 --> 00:21:39.070 align:start position:0%
have to like break the proof of
personhood<00:21:37.440><c> and</c><00:21:37.600><c> break</c><00:21:38.000><c> the</c><00:21:38.159><c> the</c><00:21:38.279><c> token</c><00:21:38.960><c> way</c>

00:21:39.070 --> 00:21:39.080 align:start position:0%
personhood and break the the token way
 

00:21:39.080 --> 00:21:41.950 align:start position:0%
personhood and break the the token way
to<00:21:39.200><c> draw</c><00:21:39.559><c> to</c><00:21:39.880><c> like</c><00:21:40.400><c> aot</c><00:21:41.240><c> mount</c><00:21:41.440><c> a</c><00:21:41.559><c> large</c><00:21:41.760><c> scale</c>

00:21:41.950 --> 00:21:41.960 align:start position:0%
to draw to like aot mount a large scale
 

00:21:41.960 --> 00:21:43.269 align:start position:0%
to draw to like aot mount a large scale
Cil

00:21:43.269 --> 00:21:43.279 align:start position:0%
Cil
 

00:21:43.279 --> 00:21:46.110 align:start position:0%
Cil
attack<00:21:44.279><c> um</c><00:21:44.559><c> is</c><00:21:44.640><c> there</c><00:21:44.799><c> an</c><00:21:45.000><c> actual</c><00:21:45.480><c> objectively</c>

00:21:46.110 --> 00:21:46.120 align:start position:0%
attack um is there an actual objectively
 

00:21:46.120 --> 00:21:48.230 align:start position:0%
attack um is there an actual objectively
right<00:21:46.400><c> answer</c><00:21:46.720><c> or</c><00:21:46.919><c> truth</c><00:21:47.200><c> for</c><00:21:47.400><c> numbers</c><00:21:47.960><c> or</c><00:21:48.159><c> is</c>

00:21:48.230 --> 00:21:48.240 align:start position:0%
right answer or truth for numbers or is
 

00:21:48.240 --> 00:21:50.669 align:start position:0%
right answer or truth for numbers or is
it<00:21:48.480><c> something</c><00:21:48.919><c> that's</c><00:21:49.200><c> always</c><00:21:49.679><c> subjective</c>

00:21:50.669 --> 00:21:50.679 align:start position:0%
it something that's always subjective
 

00:21:50.679 --> 00:21:52.630 align:start position:0%
it something that's always subjective
like<00:21:50.799><c> I</c><00:21:50.880><c> would</c><00:21:51.039><c> argue</c><00:21:51.400><c> on</c><00:21:51.559><c> some</c><00:21:51.760><c> level</c><00:21:52.360><c> uh</c><00:21:52.559><c> if</c>

00:21:52.630 --> 00:21:52.640 align:start position:0%
like I would argue on some level uh if
 

00:21:52.640 --> 00:21:54.950 align:start position:0%
like I would argue on some level uh if
you<00:21:52.760><c> have</c><00:21:52.880><c> like</c><00:21:53.000><c> a</c><00:21:53.159><c> discret</c><00:21:53.679><c> question</c><00:21:54.679><c> uh</c><00:21:54.840><c> you</c>

00:21:54.950 --> 00:21:54.960 align:start position:0%
you have like a discret question uh you
 

00:21:54.960 --> 00:21:56.909 align:start position:0%
you have like a discret question uh you
know<00:21:55.120><c> you</c><00:21:55.240><c> can</c><00:21:55.440><c> you</c><00:21:55.559><c> can</c><00:21:55.720><c> talk</c><00:21:56.360><c> like</c><00:21:56.520><c> truly</c>

00:21:56.909 --> 00:21:56.919 align:start position:0%
know you can you can talk like truly
 

00:21:56.919 --> 00:21:59.029 align:start position:0%
know you can you can talk like truly
about<00:21:57.120><c> having</c><00:21:57.279><c> a</c><00:21:57.440><c> right</c><00:21:57.679><c> answer</c><00:21:58.400><c> uh</c><00:21:58.799><c> that</c><00:21:58.919><c> like</c>

00:21:59.029 --> 00:21:59.039 align:start position:0%
about having a right answer uh that like
 

00:21:59.039 --> 00:22:00.070 align:start position:0%
about having a right answer uh that like
an<00:21:59.159><c> answer</c><00:21:59.400><c> that's</c><00:21:59.520><c> better</c><00:21:59.720><c> than</c><00:21:59.799><c> any</c><00:21:59.919><c> of</c><00:22:00.000><c> the</c>

00:22:00.070 --> 00:22:00.080 align:start position:0%
an answer that's better than any of the
 

00:22:00.080 --> 00:22:01.470 align:start position:0%
an answer that's better than any of the
other<00:22:00.240><c> answers</c><00:22:00.600><c> if</c><00:22:00.679><c> you</c><00:22:00.760><c> have</c><00:22:00.880><c> a</c><00:22:01.039><c> number</c>

00:22:01.470 --> 00:22:01.480 align:start position:0%
other answers if you have a number
 

00:22:01.480 --> 00:22:04.230 align:start position:0%
other answers if you have a number
question<00:22:02.480><c> uh</c><00:22:02.960><c> you</c><00:22:03.080><c> know</c><00:22:03.240><c> people</c><00:22:03.720><c> if</c><00:22:03.840><c> you</c><00:22:03.960><c> zoom</c>

00:22:04.230 --> 00:22:04.240 align:start position:0%
question uh you know people if you zoom
 

00:22:04.240 --> 00:22:06.710 align:start position:0%
question uh you know people if you zoom
in<00:22:04.480><c> enough</c><00:22:04.880><c> can</c><00:22:05.039><c> always</c><00:22:05.440><c> disagree</c><00:22:06.440><c> people</c>

00:22:06.710 --> 00:22:06.720 align:start position:0%
in enough can always disagree people
 

00:22:06.720 --> 00:22:08.950 align:start position:0%
in enough can always disagree people
might<00:22:06.919><c> say</c><00:22:07.360><c> okay</c><00:22:07.640><c> yeah</c><00:22:07.960><c> we</c><00:22:08.080><c> agre</c><00:22:08.440><c> up</c><00:22:08.520><c> to</c><00:22:08.720><c> like</c>

00:22:08.950 --> 00:22:08.960 align:start position:0%
might say okay yeah we agre up to like
 

00:22:08.960 --> 00:22:11.149 align:start position:0%
might say okay yeah we agre up to like
the<00:22:09.200><c> you</c><00:22:09.279><c> know</c><00:22:09.559><c> thousandth</c><00:22:10.120><c> decimal</c><00:22:10.559><c> place</c>

00:22:11.149 --> 00:22:11.159 align:start position:0%
the you know thousandth decimal place
 

00:22:11.159 --> 00:22:13.029 align:start position:0%
the you know thousandth decimal place
but<00:22:11.360><c> like</c><00:22:11.480><c> in</c><00:22:11.600><c> the</c><00:22:11.720><c> 10,000</c><00:22:12.279><c> decimal</c><00:22:12.640><c> place</c><00:22:12.919><c> you</c>

00:22:13.029 --> 00:22:13.039 align:start position:0%
but like in the 10,000 decimal place you
 

00:22:13.039 --> 00:22:14.430 align:start position:0%
but like in the 10,000 decimal place you
know<00:22:13.279><c> I'm</c><00:22:13.559><c> you</c><00:22:13.640><c> know</c><00:22:13.799><c> I'm</c><00:22:13.960><c> right</c><00:22:14.120><c> and</c><00:22:14.200><c> you're</c>

00:22:14.430 --> 00:22:14.440 align:start position:0%
know I'm you know I'm right and you're
 

00:22:14.440 --> 00:22:17.549 align:start position:0%
know I'm you know I'm right and you're
wrong<00:22:15.440><c> uh</c><00:22:15.799><c> so</c><00:22:16.559><c> on</c><00:22:16.720><c> some</c><00:22:16.880><c> sense</c><00:22:17.120><c> there's</c><00:22:17.320><c> always</c>

00:22:17.549 --> 00:22:17.559 align:start position:0%
wrong uh so on some sense there's always
 

00:22:17.559 --> 00:22:19.390 align:start position:0%
wrong uh so on some sense there's always
some<00:22:17.760><c> amount</c><00:22:17.960><c> of</c><00:22:18.320><c> subjectivity</c><00:22:19.000><c> in</c><00:22:19.159><c> any</c><00:22:19.320><c> kind</c>

00:22:19.390 --> 00:22:19.400 align:start position:0%
some amount of subjectivity in any kind
 

00:22:19.400 --> 00:22:21.190 align:start position:0%
some amount of subjectivity in any kind
of<00:22:19.600><c> nor</c><00:22:19.960><c> number</c>

00:22:21.190 --> 00:22:21.200 align:start position:0%
of nor number
 

00:22:21.200 --> 00:22:23.269 align:start position:0%
of nor number
question<00:22:22.200><c> um</c><00:22:22.480><c> how</c><00:22:22.640><c> do</c><00:22:22.840><c> Oracle</c>

00:22:23.269 --> 00:22:23.279 align:start position:0%
question um how do Oracle
 

00:22:23.279 --> 00:22:25.230 align:start position:0%
question um how do Oracle
implementations<00:22:24.159><c> typically</c><00:22:24.600><c> check</c><00:22:25.080><c> that</c>

00:22:25.230 --> 00:22:25.240 align:start position:0%
implementations typically check that
 

00:22:25.240 --> 00:22:29.549 align:start position:0%
implementations typically check that
they<00:22:25.440><c> have</c><00:22:25.640><c> a</c><00:22:25.840><c> sufficient</c><00:22:26.840><c> chorum</c><00:22:27.320><c> of</c><00:22:27.480><c> answers</c>

00:22:29.549 --> 00:22:29.559 align:start position:0%
they have a sufficient chorum of answers
 

00:22:29.559 --> 00:22:32.029 align:start position:0%
they have a sufficient chorum of answers
yeah<00:22:29.919><c> so</c><00:22:30.279><c> uh</c><00:22:30.360><c> for</c><00:22:30.520><c> the</c><00:22:30.679><c> delegate</c><00:22:31.240><c> systems</c><00:22:31.960><c> I</c>

00:22:32.029 --> 00:22:32.039 align:start position:0%
yeah so uh for the delegate systems I
 

00:22:32.039 --> 00:22:34.110 align:start position:0%
yeah so uh for the delegate systems I
mean<00:22:32.559><c> like</c><00:22:32.799><c> they</c><00:22:33.000><c> have</c><00:22:33.279><c> like</c><00:22:33.559><c> some</c><00:22:33.960><c> some</c>

00:22:34.110 --> 00:22:34.120 align:start position:0%
mean like they have like some some
 

00:22:34.120 --> 00:22:35.269 align:start position:0%
mean like they have like some some
number<00:22:34.320><c> of</c><00:22:34.440><c> delegates</c><00:22:34.799><c> that</c><00:22:34.880><c> they</c><00:22:35.000><c> think</c><00:22:35.120><c> is</c>

00:22:35.269 --> 00:22:35.279 align:start position:0%
number of delegates that they think is
 

00:22:35.279 --> 00:22:37.789 align:start position:0%
number of delegates that they think is
appropriate<00:22:36.200><c> uh</c><00:22:37.080><c> an</c><00:22:37.159><c> individual</c><00:22:37.520><c> system</c>

00:22:37.789 --> 00:22:37.799 align:start position:0%
appropriate uh an individual system
 

00:22:37.799 --> 00:22:39.149 align:start position:0%
appropriate uh an individual system
might<00:22:37.960><c> have</c><00:22:38.039><c> a</c><00:22:38.159><c> quorum</c><00:22:38.520><c> if</c><00:22:38.679><c> case</c><00:22:38.840><c> there's</c><00:22:39.039><c> like</c>

00:22:39.149 --> 00:22:39.159 align:start position:0%
might have a quorum if case there's like
 

00:22:39.159 --> 00:22:41.310 align:start position:0%
might have a quorum if case there's like
some<00:22:39.400><c> like</c><00:22:39.559><c> big</c><00:22:39.720><c> outage</c><00:22:40.520><c> uh</c><00:22:40.679><c> where</c><00:22:41.000><c> like</c><00:22:41.200><c> okay</c>

00:22:41.310 --> 00:22:41.320 align:start position:0%
some like big outage uh where like okay
 

00:22:41.320 --> 00:22:42.750 align:start position:0%
some like big outage uh where like okay
I<00:22:41.440><c> have</c><00:22:41.600><c> nine</c><00:22:41.799><c> delegates</c><00:22:42.240><c> at</c><00:22:42.320><c> least</c><00:22:42.480><c> four</c><00:22:42.679><c> of</c>

00:22:42.750 --> 00:22:42.760 align:start position:0%
I have nine delegates at least four of
 

00:22:42.760 --> 00:22:44.510 align:start position:0%
I have nine delegates at least four of
them<00:22:42.880><c> have</c><00:22:42.960><c> to</c><00:22:43.039><c> be</c><00:22:43.159><c> online</c><00:22:43.440><c> or</c><00:22:43.559><c> something</c><00:22:44.240><c> so</c>

00:22:44.510 --> 00:22:44.520 align:start position:0%
them have to be online or something so
 

00:22:44.520 --> 00:22:46.789 align:start position:0%
them have to be online or something so
for<00:22:44.840><c> you</c><00:22:44.960><c> know</c><00:22:45.200><c> when</c><00:22:45.320><c> you</c><00:22:45.520><c> have</c><00:22:46.240><c> like</c><00:22:46.400><c> a</c><00:22:46.520><c> small</c>

00:22:46.789 --> 00:22:46.799 align:start position:0%
for you know when you have like a small
 

00:22:46.799 --> 00:22:50.390 align:start position:0%
for you know when you have like a small
number<00:22:47.080><c> of</c><00:22:48.080><c> delegates</c><00:22:49.000><c> it's</c><00:22:49.400><c> straightforward</c>

00:22:50.390 --> 00:22:50.400 align:start position:0%
number of delegates it's straightforward
 

00:22:50.400 --> 00:22:53.230 align:start position:0%
number of delegates it's straightforward
uh<00:22:50.640><c> in</c><00:22:50.880><c> a</c><00:22:51.080><c> crowd</c><00:22:51.600><c> system</c><00:22:52.600><c> you</c><00:22:52.760><c> could</c><00:22:52.960><c> build</c>

00:22:53.230 --> 00:22:53.240 align:start position:0%
uh in a crowd system you could build
 

00:22:53.240 --> 00:22:55.789 align:start position:0%
uh in a crowd system you could build
something<00:22:53.600><c> like</c><00:22:53.799><c> that</c><00:22:54.000><c> in</c><00:22:54.679><c> uh</c><00:22:55.080><c> in</c><00:22:55.240><c> claros</c><00:22:55.679><c> we</c>

00:22:55.789 --> 00:22:55.799 align:start position:0%
something like that in uh in claros we
 

00:22:55.799 --> 00:22:57.510 align:start position:0%
something like that in uh in claros we
don't<00:22:55.960><c> have</c><00:22:56.039><c> a</c><00:22:56.159><c> quorum</c><00:22:56.640><c> system</c><00:22:57.360><c> because</c>

00:22:57.510 --> 00:22:57.520 align:start position:0%
don't have a quorum system because
 

00:22:57.520 --> 00:22:59.669 align:start position:0%
don't have a quorum system because
there's<00:22:57.679><c> an</c><00:22:57.840><c> appeal</c><00:22:58.520><c> process</c><00:22:59.039><c> so</c><00:22:59.240><c> if</c><00:22:59.360><c> for</c><00:22:59.520><c> some</c>

00:22:59.669 --> 00:22:59.679 align:start position:0%
there's an appeal process so if for some
 

00:22:59.679 --> 00:23:01.990 align:start position:0%
there's an appeal process so if for some
reason<00:23:00.080><c> like</c><00:23:00.279><c> everybody</c><00:23:00.880><c> was</c><00:23:01.159><c> like</c><00:23:01.360><c> censored</c>

00:23:01.990 --> 00:23:02.000 align:start position:0%
reason like everybody was like censored
 

00:23:02.000 --> 00:23:03.750 align:start position:0%
reason like everybody was like censored
you<00:23:02.080><c> know</c><00:23:02.279><c> there</c><00:23:02.400><c> was</c><00:23:02.520><c> like</c><00:23:02.600><c> an</c><00:23:02.720><c> outage</c><00:23:03.200><c> it</c><00:23:03.320><c> was</c>

00:23:03.750 --> 00:23:03.760 align:start position:0%
you know there was like an outage it was
 

00:23:03.760 --> 00:23:05.549 align:start position:0%
you know there was like an outage it was
like<00:23:03.919><c> bad</c><00:23:04.080><c> network</c><00:23:04.400><c> connectivity</c><00:23:05.120><c> and</c><00:23:05.240><c> nobody</c>

00:23:05.549 --> 00:23:05.559 align:start position:0%
like bad network connectivity and nobody
 

00:23:05.559 --> 00:23:08.230 align:start position:0%
like bad network connectivity and nobody
voted<00:23:06.039><c> you</c><00:23:06.159><c> can</c><00:23:06.279><c> just</c><00:23:06.480><c> appeal</c><00:23:06.840><c> and</c><00:23:07.039><c> try</c><00:23:07.360><c> again</c>

00:23:08.230 --> 00:23:08.240 align:start position:0%
voted you can just appeal and try again
 

00:23:08.240 --> 00:23:09.630 align:start position:0%
voted you can just appeal and try again
uh<00:23:08.520><c> but</c><00:23:08.760><c> but</c><00:23:08.960><c> certainly</c><00:23:09.279><c> something</c><00:23:09.440><c> to</c><00:23:09.520><c> think</c>

00:23:09.630 --> 00:23:09.640 align:start position:0%
uh but but certainly something to think
 

00:23:09.640 --> 00:23:11.950 align:start position:0%
uh but but certainly something to think
about<00:23:09.799><c> in</c><00:23:09.880><c> some</c><00:23:10.039><c> systems</c><00:23:11.039><c> yeah</c><00:23:11.360><c> and</c><00:23:11.480><c> it's</c><00:23:11.840><c> and</c>

00:23:11.950 --> 00:23:11.960 align:start position:0%
about in some systems yeah and it's and
 

00:23:11.960 --> 00:23:14.110 align:start position:0%
about in some systems yeah and it's and
the<00:23:12.080><c> last</c><00:23:12.279><c> one</c><00:23:12.400><c> is</c><00:23:12.520><c> a</c><00:23:12.679><c> great</c><00:23:12.960><c> question</c><00:23:13.559><c> uh</c><00:23:13.960><c> if</c>

00:23:14.110 --> 00:23:14.120 align:start position:0%
the last one is a great question uh if
 

00:23:14.120 --> 00:23:16.390 align:start position:0%
the last one is a great question uh if
I'm<00:23:14.240><c> a</c><00:23:14.480><c> participant</c><00:23:15.000><c> in</c><00:23:15.080><c> the</c><00:23:15.240><c> voting</c><00:23:15.640><c> crowd</c>

00:23:16.390 --> 00:23:16.400 align:start position:0%
I'm a participant in the voting crowd
 

00:23:16.400 --> 00:23:17.830 align:start position:0%
I'm a participant in the voting crowd
what's<00:23:16.640><c> stopping</c><00:23:17.000><c> me</c><00:23:17.120><c> from</c><00:23:17.320><c> just</c><00:23:17.480><c> copying</c>

00:23:17.830 --> 00:23:17.840 align:start position:0%
what's stopping me from just copying
 

00:23:17.840 --> 00:23:19.269 align:start position:0%
what's stopping me from just copying
another<00:23:18.200><c> answer</c><00:23:18.520><c> as</c><00:23:18.679><c> my</c><00:23:18.840><c> vote</c><00:23:19.080><c> and</c>

00:23:19.269 --> 00:23:19.279 align:start position:0%
another answer as my vote and
 

00:23:19.279 --> 00:23:21.630 align:start position:0%
another answer as my vote and
essentially<00:23:19.720><c> free</c><00:23:20.039><c> riding</c><00:23:21.039><c> yeah</c><00:23:21.159><c> so</c><00:23:21.360><c> again</c>

00:23:21.630 --> 00:23:21.640 align:start position:0%
essentially free riding yeah so again
 

00:23:21.640 --> 00:23:24.510 align:start position:0%
essentially free riding yeah so again
this<00:23:21.720><c> will</c><00:23:21.919><c> depend</c><00:23:22.240><c> on</c><00:23:22.600><c> on</c><00:23:22.720><c> the</c><00:23:23.000><c> system</c><00:23:24.000><c> uh</c><00:23:24.240><c> so</c>

00:23:24.510 --> 00:23:24.520 align:start position:0%
this will depend on on the system uh so
 

00:23:24.520 --> 00:23:27.750 align:start position:0%
this will depend on on the system uh so
in<00:23:25.039><c> claros</c><00:23:26.080><c> um</c><00:23:27.080><c> like</c><00:23:27.279><c> there</c><00:23:27.440><c> again</c><00:23:27.600><c> there's</c>

00:23:27.750 --> 00:23:27.760 align:start position:0%
in claros um like there again there's
 

00:23:27.760 --> 00:23:30.510 align:start position:0%
in claros um like there again there's
this<00:23:27.880><c> appeal</c><00:23:28.120><c> mechanism</c><00:23:28.919><c> which</c><00:23:29.600><c> gives</c><00:23:29.960><c> people</c>

00:23:30.510 --> 00:23:30.520 align:start position:0%
this appeal mechanism which gives people
 

00:23:30.520 --> 00:23:32.669 align:start position:0%
this appeal mechanism which gives people
uh<00:23:30.720><c> extra</c><00:23:31.039><c> rewards</c><00:23:31.919><c> if</c><00:23:32.039><c> they</c><00:23:32.159><c> were</c><00:23:32.320><c> on</c><00:23:32.480><c> the</c>

00:23:32.669 --> 00:23:32.679 align:start position:0%
uh extra rewards if they were on the
 

00:23:32.679 --> 00:23:36.669 align:start position:0%
uh extra rewards if they were on the
right<00:23:33.080><c> side</c><00:23:33.400><c> of</c><00:23:33.799><c> of</c><00:23:33.880><c> an</c><00:23:34.039><c> answer</c><00:23:34.799><c> that</c><00:23:35.200><c> is</c><00:23:36.200><c> like</c>

00:23:36.669 --> 00:23:36.679 align:start position:0%
right side of of an answer that is like
 

00:23:36.679 --> 00:23:37.950 align:start position:0%
right side of of an answer that is like
where<00:23:36.840><c> they</c><00:23:36.960><c> lost</c><00:23:37.200><c> their</c><00:23:37.320><c> voting</c><00:23:37.559><c> round</c><00:23:37.840><c> and</c>

00:23:37.950 --> 00:23:37.960 align:start position:0%
where they lost their voting round and
 

00:23:37.960 --> 00:23:39.269 align:start position:0%
where they lost their voting round and
ultimately<00:23:38.520><c> like</c><00:23:38.640><c> appealed</c><00:23:39.000><c> and</c><00:23:39.120><c> they</c><00:23:39.200><c> were</c>

00:23:39.269 --> 00:23:39.279 align:start position:0%
ultimately like appealed and they were
 

00:23:39.279 --> 00:23:41.710 align:start position:0%
ultimately like appealed and they were
proven<00:23:39.600><c> right</c><00:23:39.799><c> by</c><00:23:39.960><c> them</c><00:23:40.279><c> by</c><00:23:40.400><c> the</c><00:23:40.520><c> appeal</c><00:23:40.840><c> round</c>

00:23:41.710 --> 00:23:41.720 align:start position:0%
proven right by them by the appeal round
 

00:23:41.720 --> 00:23:43.830 align:start position:0%
proven right by them by the appeal round
uh<00:23:41.880><c> so</c><00:23:42.200><c> that</c><00:23:42.799><c> you</c><00:23:42.880><c> know</c><00:23:43.080><c> gives</c><00:23:43.279><c> an</c><00:23:43.440><c> incentive</c>

00:23:43.830 --> 00:23:43.840 align:start position:0%
uh so that you know gives an incentive
 

00:23:43.840 --> 00:23:45.549 align:start position:0%
uh so that you know gives an incentive
to<00:23:43.960><c> people</c><00:23:44.240><c> to</c><00:23:44.480><c> be</c><00:23:44.600><c> contrarian</c><00:23:45.200><c> if</c><00:23:45.279><c> they</c><00:23:45.400><c> think</c>

00:23:45.549 --> 00:23:45.559 align:start position:0%
to people to be contrarian if they think
 

00:23:45.559 --> 00:23:48.190 align:start position:0%
to people to be contrarian if they think
that<00:23:45.679><c> they're</c><00:23:45.919><c> right</c><00:23:46.919><c> uh</c><00:23:47.240><c> other</c><00:23:47.720><c> approaches</c>

00:23:48.190 --> 00:23:48.200 align:start position:0%
that they're right uh other approaches
 

00:23:48.200 --> 00:23:50.909 align:start position:0%
that they're right uh other approaches
can<00:23:48.360><c> be</c><00:23:48.600><c> taken</c><00:23:49.600><c> uh</c><00:23:49.880><c> there</c>

00:23:50.909 --> 00:23:50.919 align:start position:0%
can be taken uh there
 

00:23:50.919 --> 00:23:54.190 align:start position:0%
can be taken uh there
are<00:23:51.919><c> like</c><00:23:52.720><c> you</c><00:23:52.840><c> you</c><00:23:52.919><c> can</c><00:23:53.039><c> use</c><00:23:53.240><c> committ</c><00:23:53.559><c> reveal</c>

00:23:54.190 --> 00:23:54.200 align:start position:0%
are like you you can use committ reveal
 

00:23:54.200 --> 00:23:56.190 align:start position:0%
are like you you can use committ reveal
systems<00:23:55.200><c> uh</c><00:23:55.360><c> there's</c><00:23:55.559><c> still</c><00:23:55.760><c> questions</c><00:23:56.080><c> if</c>

00:23:56.190 --> 00:23:56.200 align:start position:0%
systems uh there's still questions if
 

00:23:56.200 --> 00:23:58.430 align:start position:0%
systems uh there's still questions if
you<00:23:56.320><c> do</c><00:23:56.520><c> that</c><00:23:56.720><c> about</c><00:23:57.360><c> like</c><00:23:58.039><c> what</c><00:23:58.200><c> happen</c>

00:23:58.430 --> 00:23:58.440 align:start position:0%
you do that about like what happen
 

00:23:58.440 --> 00:24:00.390 align:start position:0%
you do that about like what happen
happens<00:23:58.760><c> if</c><00:23:58.960><c> someone</c><00:23:59.640><c> pays</c><00:23:59.840><c> you</c><00:23:59.960><c> to</c><00:24:00.080><c> reveal</c>

00:24:00.390 --> 00:24:00.400 align:start position:0%
happens if someone pays you to reveal
 

00:24:00.400 --> 00:24:02.510 align:start position:0%
happens if someone pays you to reveal
your<00:24:00.559><c> vote</c><00:24:00.960><c> even</c><00:24:01.240><c> if</c><00:24:01.600><c> you</c><00:24:01.720><c> know</c><00:24:01.960><c> like</c><00:24:02.360><c> the</c>

00:24:02.510 --> 00:24:02.520 align:start position:0%
your vote even if you know like the
 

00:24:02.520 --> 00:24:03.630 align:start position:0%
your vote even if you know like the
commit<00:24:02.720><c> and</c><00:24:02.840><c> real</c><00:24:03.120><c> system</c><00:24:03.279><c> allows</c><00:24:03.480><c> you</c><00:24:03.559><c> to</c>

00:24:03.630 --> 00:24:03.640 align:start position:0%
commit and real system allows you to
 

00:24:03.640 --> 00:24:04.789 align:start position:0%
commit and real system allows you to
technically<00:24:03.960><c> hide</c><00:24:04.120><c> your</c><00:24:04.240><c> vote</c><00:24:04.360><c> you</c><00:24:04.480><c> reveal</c>

00:24:04.789 --> 00:24:04.799 align:start position:0%
technically hide your vote you reveal
 

00:24:04.799 --> 00:24:06.750 align:start position:0%
technically hide your vote you reveal
anyway<00:24:05.760><c> uh</c><00:24:05.880><c> there</c><00:24:05.960><c> are</c><00:24:06.120><c> lots</c><00:24:06.279><c> of</c><00:24:06.400><c> interesting</c>

00:24:06.750 --> 00:24:06.760 align:start position:0%
anyway uh there are lots of interesting
 

00:24:06.760 --> 00:24:09.470 align:start position:0%
anyway uh there are lots of interesting
sort<00:24:06.960><c> of</c><00:24:07.960><c> properly</c><00:24:08.360><c> cryptographic</c><00:24:09.000><c> questions</c>

00:24:09.470 --> 00:24:09.480 align:start position:0%
sort of properly cryptographic questions
 

00:24:09.480 --> 00:24:12.549 align:start position:0%
sort of properly cryptographic questions
there<00:24:10.360><c> uh</c><00:24:10.559><c> but</c><00:24:10.760><c> it's</c><00:24:11.120><c> that's</c><00:24:11.279><c> a</c><00:24:11.760><c> that's</c><00:24:12.279><c> like</c><00:24:12.400><c> a</c>

00:24:12.549 --> 00:24:12.559 align:start position:0%
there uh but it's that's a that's like a
 

00:24:12.559 --> 00:24:15.590 align:start position:0%
there uh but it's that's a that's like a
subject<00:24:12.880><c> of</c><00:24:13.159><c> research</c><00:24:14.080><c> uh</c><00:24:14.200><c> but</c><00:24:14.400><c> there</c><00:24:14.520><c> are</c>

00:24:15.590 --> 00:24:15.600 align:start position:0%
subject of research uh but there are
 

00:24:15.600 --> 00:24:18.669 align:start position:0%
subject of research uh but there are
approaches<00:24:16.600><c> so</c><00:24:17.039><c> I</c><00:24:17.159><c> might</c><00:24:17.440><c> require</c><00:24:17.799><c> a</c><00:24:18.360><c> fact</c>

00:24:18.669 --> 00:24:18.679 align:start position:0%
approaches so I might require a fact
 

00:24:18.679 --> 00:24:20.590 align:start position:0%
approaches so I might require a fact
check<00:24:18.919><c> on</c><00:24:19.120><c> this</c><00:24:19.360><c> last</c><00:24:19.640><c> question</c><00:24:20.080><c> that</c><00:24:20.240><c> poly</c>

00:24:20.590 --> 00:24:20.600 align:start position:0%
check on this last question that poly
 

00:24:20.600 --> 00:24:22.950 align:start position:0%
check on this last question that poly
Market<00:24:20.919><c> has</c><00:24:21.039><c> a</c><00:24:21.240><c> highly</c><00:24:21.960><c> centralized</c><00:24:22.559><c> Oracle</c>

00:24:22.950 --> 00:24:22.960 align:start position:0%
Market has a highly centralized Oracle
 

00:24:22.960 --> 00:24:24.830 align:start position:0%
Market has a highly centralized Oracle
and<00:24:23.080><c> seems</c><00:24:23.279><c> to</c><00:24:23.400><c> be</c><00:24:23.559><c> the</c><00:24:23.679><c> largest</c><00:24:24.440><c> do</c><00:24:24.559><c> you</c><00:24:24.679><c> think</c>

00:24:24.830 --> 00:24:24.840 align:start position:0%
and seems to be the largest do you think
 

00:24:24.840 --> 00:24:26.990 align:start position:0%
and seems to be the largest do you think
sentiment<00:24:25.360><c> will</c><00:24:25.520><c> drive</c><00:24:25.880><c> crypto</c><00:24:26.600><c> crypto</c>

00:24:26.990 --> 00:24:27.000 align:start position:0%
sentiment will drive crypto crypto
 

00:24:27.000 --> 00:24:28.430 align:start position:0%
sentiment will drive crypto crypto
products<00:24:27.360><c> to</c><00:24:27.520><c> this</c><00:24:27.679><c> model</c><00:24:27.960><c> instead</c><00:24:28.200><c> of</c>

00:24:28.430 --> 00:24:28.440 align:start position:0%
products to this model instead of
 

00:24:28.440 --> 00:24:30.870 align:start position:0%
products to this model instead of
algorithmic<00:24:29.360><c> is</c><00:24:29.480><c> it</c><00:24:29.600><c> a</c><00:24:29.720><c> centralized</c><00:24:30.279><c> Oracle</c>

00:24:30.870 --> 00:24:30.880 align:start position:0%
algorithmic is it a centralized Oracle
 

00:24:30.880 --> 00:24:36.149 align:start position:0%
algorithmic is it a centralized Oracle
first<00:24:31.440><c> I</c><00:24:31.480><c> think</c><00:24:31.600><c> they</c><00:24:31.720><c> use</c><00:24:32.159><c> z</c><00:24:33.159><c> uh</c><00:24:34.159><c> so</c><00:24:35.159><c> like</c><00:24:35.919><c> like</c>

00:24:36.149 --> 00:24:36.159 align:start position:0%
first I think they use z uh so like like
 

00:24:36.159 --> 00:24:38.230 align:start position:0%
first I think they use z uh so like like
that's<00:24:36.440><c> I</c><00:24:36.520><c> think</c><00:24:36.720><c> I</c><00:24:36.919><c> I</c><00:24:37.159><c> you</c><00:24:37.279><c> know</c><00:24:37.720><c> like</c><00:24:37.919><c> people</c>

00:24:38.230 --> 00:24:38.240 align:start position:0%
that's I think I I you know like people
 

00:24:38.240 --> 00:24:40.750 align:start position:0%
that's I think I I you know like people
can<00:24:38.440><c> can</c><00:24:38.559><c> fact</c><00:24:38.799><c> check</c><00:24:39.000><c> me</c><00:24:39.240><c> I</c><00:24:39.880><c> but</c><00:24:40.120><c> uh</c><00:24:40.480><c> I</c><00:24:40.640><c> I</c>

00:24:40.750 --> 00:24:40.760 align:start position:0%
can can fact check me I but uh I I
 

00:24:40.760 --> 00:24:44.510 align:start position:0%
can can fact check me I but uh I I
believe<00:24:41.000><c> they</c><00:24:41.120><c> use</c><00:24:41.399><c> a</c><00:24:41.919><c> like</c><00:24:42.000><c> a</c><00:24:42.120><c> crowd</c><00:24:42.679><c> model</c><00:24:43.679><c> uh</c>

00:24:44.510 --> 00:24:44.520 align:start position:0%
believe they use a like a crowd model uh
 

00:24:44.520 --> 00:24:47.269 align:start position:0%
believe they use a like a crowd model uh
so<00:24:45.520><c> you</c><00:24:45.640><c> know</c><00:24:45.880><c> if</c><00:24:46.360><c> people</c><00:24:46.600><c> are</c><00:24:46.760><c> interested</c><00:24:47.120><c> in</c>

00:24:47.269 --> 00:24:47.279 align:start position:0%
so you know if people are interested in
 

00:24:47.279 --> 00:24:50.430 align:start position:0%
so you know if people are interested in
that<00:24:47.440><c> product</c><00:24:48.399><c> uh</c><00:24:48.720><c> then</c><00:24:49.320><c> um</c><00:24:49.919><c> you</c><00:24:50.039><c> know</c><00:24:50.279><c> like</c>

00:24:50.430 --> 00:24:50.440 align:start position:0%
that product uh then um you know like
 

00:24:50.440 --> 00:24:52.070 align:start position:0%
that product uh then um you know like
there<00:24:50.600><c> could</c><00:24:50.760><c> be</c><00:24:50.960><c> demand</c><00:24:51.360><c> for</c><00:24:51.679><c> you</c><00:24:51.760><c> know</c><00:24:51.960><c> that</c>

00:24:52.070 --> 00:24:52.080 align:start position:0%
there could be demand for you know that
 

00:24:52.080 --> 00:24:52.909 align:start position:0%
there could be demand for you know that
much<00:24:52.200><c> more</c>

00:24:52.909 --> 00:24:52.919 align:start position:0%
much more
 

00:24:52.919 --> 00:24:55.870 align:start position:0%
much more
decentralization<00:24:53.919><c> um</c><00:24:54.559><c> you</c><00:24:54.679><c> know</c><00:24:55.000><c> it's</c><00:24:55.760><c> you</c>

00:24:55.870 --> 00:24:55.880 align:start position:0%
decentralization um you know it's you
 

00:24:55.880 --> 00:24:57.110 align:start position:0%
decentralization um you know it's you
know<00:24:56.039><c> if</c><00:24:56.120><c> some</c><00:24:56.279><c> if</c><00:24:56.360><c> something</c><00:24:56.559><c> is</c><00:24:56.679><c> takes</c><00:24:56.919><c> off</c>

00:24:57.110 --> 00:24:57.120 align:start position:0%
know if some if something is takes off
 

00:24:57.120 --> 00:24:58.750 align:start position:0%
know if some if something is takes off
people<00:24:57.279><c> will</c><00:24:57.399><c> have</c><00:24:57.520><c> greater</c><00:24:57.720><c> scrw</c><00:24:57.960><c> toty</c><00:24:58.200><c> for</c>

00:24:58.750 --> 00:24:58.760 align:start position:0%
people will have greater scrw toty for
 

00:24:58.760 --> 00:25:00.110 align:start position:0%
people will have greater scrw toty for
but<00:24:58.880><c> in</c><00:24:59.000><c> general</c><00:24:59.399><c> what</c><00:24:59.480><c> do</c><00:24:59.559><c> you</c><00:24:59.679><c> think</c><00:24:59.880><c> about</c>

00:25:00.110 --> 00:25:00.120 align:start position:0%
but in general what do you think about
 

00:25:00.120 --> 00:25:02.310 align:start position:0%
but in general what do you think about
centralized<00:25:00.720><c> oracles</c><00:25:01.240><c> versus</c><00:25:01.600><c> algorithmic</c>

00:25:02.310 --> 00:25:02.320 align:start position:0%
centralized oracles versus algorithmic
 

00:25:02.320 --> 00:25:05.510 align:start position:0%
centralized oracles versus algorithmic
or<00:25:02.520><c> decentralized</c><00:25:03.399><c> ones</c><00:25:04.399><c> yeah</c><00:25:04.760><c> so</c><00:25:05.279><c> I</c><00:25:05.320><c> mean</c><00:25:05.440><c> it</c>

00:25:05.510 --> 00:25:05.520 align:start position:0%
or decentralized ones yeah so I mean it
 

00:25:05.520 --> 00:25:06.789 align:start position:0%
or decentralized ones yeah so I mean it
sort<00:25:05.640><c> of</c><00:25:05.720><c> depends</c><00:25:05.919><c> on</c><00:25:06.000><c> what</c><00:25:06.080><c> you</c><00:25:06.159><c> mean</c><00:25:06.399><c> by</c>

00:25:06.789 --> 00:25:06.799 align:start position:0%
sort of depends on what you mean by
 

00:25:06.799 --> 00:25:08.870 align:start position:0%
sort of depends on what you mean by
centralized<00:25:07.799><c> uh</c><00:25:07.960><c> do</c><00:25:08.080><c> you</c><00:25:08.240><c> consider</c><00:25:08.640><c> like</c><00:25:08.760><c> a</c>

00:25:08.870 --> 00:25:08.880 align:start position:0%
centralized uh do you consider like a
 

00:25:08.880 --> 00:25:11.070 align:start position:0%
centralized uh do you consider like a
delegated<00:25:09.399><c> model</c><00:25:09.880><c> like</c><00:25:10.120><c> centralized</c><00:25:10.919><c> I</c><00:25:10.960><c> mean</c>

00:25:11.070 --> 00:25:11.080 align:start position:0%
delegated model like centralized I mean
 

00:25:11.080 --> 00:25:12.990 align:start position:0%
delegated model like centralized I mean
it<00:25:11.200><c> kind</c><00:25:11.320><c> of</c><00:25:11.520><c> depends</c><00:25:12.039><c> you</c><00:25:12.120><c> know</c><00:25:12.320><c> it's</c><00:25:12.720><c> it's</c>

00:25:12.990 --> 00:25:13.000 align:start position:0%
it kind of depends you know it's it's
 

00:25:13.000 --> 00:25:14.389 align:start position:0%
it kind of depends you know it's it's
it's<00:25:13.120><c> not</c><00:25:13.240><c> a</c><00:25:13.399><c> question</c><00:25:13.640><c> of</c><00:25:13.840><c> like</c><00:25:14.000><c> absolute</c>

00:25:14.389 --> 00:25:14.399 align:start position:0%
it's not a question of like absolute
 

00:25:14.399 --> 00:25:15.870 align:start position:0%
it's not a question of like absolute
centralization<00:25:15.000><c> is</c><00:25:15.159><c> about</c><00:25:15.399><c> who</c><00:25:15.559><c> has</c><00:25:15.760><c> the</c>

00:25:15.870 --> 00:25:15.880 align:start position:0%
centralization is about who has the
 

00:25:15.880 --> 00:25:18.549 align:start position:0%
centralization is about who has the
power<00:25:16.080><c> to</c><00:25:16.240><c> do</c><00:25:16.520><c> what</c><00:25:17.520><c> uh</c><00:25:18.000><c> if</c><00:25:18.080><c> you</c><00:25:18.240><c> have</c><00:25:18.399><c> just</c>

00:25:18.549 --> 00:25:18.559 align:start position:0%
power to do what uh if you have just
 

00:25:18.559 --> 00:25:21.149 align:start position:0%
power to do what uh if you have just
like<00:25:18.679><c> a</c><00:25:18.840><c> pure</c><00:25:19.320><c> one</c><00:25:19.600><c> actor</c><00:25:20.520><c> responsible</c><00:25:20.919><c> for</c>

00:25:21.149 --> 00:25:21.159 align:start position:0%
like a pure one actor responsible for
 

00:25:21.159 --> 00:25:23.870 align:start position:0%
like a pure one actor responsible for
providing<00:25:21.520><c> you</c><00:25:21.799><c> like</c><00:25:22.120><c> the</c><00:25:22.480><c> truth</c><00:25:23.480><c> uh</c><00:25:23.640><c> you</c><00:25:23.720><c> know</c>

00:25:23.870 --> 00:25:23.880 align:start position:0%
providing you like the truth uh you know
 

00:25:23.880 --> 00:25:24.950 align:start position:0%
providing you like the truth uh you know
you<00:25:23.960><c> don't</c><00:25:24.080><c> have</c><00:25:24.200><c> a</c><00:25:24.279><c> bunch</c><00:25:24.440><c> of</c><00:25:24.520><c> delegates</c><00:25:24.880><c> and</c>

00:25:24.950 --> 00:25:24.960 align:start position:0%
you don't have a bunch of delegates and
 

00:25:24.960 --> 00:25:25.950 align:start position:0%
you don't have a bunch of delegates and
you<00:25:25.039><c> don't</c><00:25:25.120><c> take</c><00:25:25.240><c> the</c><00:25:25.320><c> media</c><00:25:25.679><c> of</c><00:25:25.840><c> their</c>

00:25:25.950 --> 00:25:25.960 align:start position:0%
you don't take the media of their
 

00:25:25.960 --> 00:25:27.830 align:start position:0%
you don't take the media of their
answers<00:25:26.760><c> uh</c><00:25:26.840><c> you</c><00:25:26.919><c> don't</c><00:25:27.039><c> have</c><00:25:27.120><c> a</c><00:25:27.240><c> Marketplace</c>

00:25:27.830 --> 00:25:27.840 align:start position:0%
answers uh you don't have a Marketplace
 

00:25:27.840 --> 00:25:29.430 align:start position:0%
answers uh you don't have a Marketplace
to<00:25:28.000><c> join</c><00:25:28.440><c> or</c><00:25:28.600><c> be</c><00:25:28.720><c> dropped</c><00:25:28.960><c> kicked</c><00:25:29.159><c> out</c><00:25:29.240><c> as</c><00:25:29.320><c> a</c>

00:25:29.430 --> 00:25:29.440 align:start position:0%
to join or be dropped kicked out as a
 

00:25:29.440 --> 00:25:31.070 align:start position:0%
to join or be dropped kicked out as a
delegate<00:25:30.200><c> uh</c><00:25:30.360><c> then</c><00:25:30.520><c> yeah</c><00:25:30.640><c> obviously</c><00:25:30.919><c> if</c><00:25:30.960><c> you</c>

00:25:31.070 --> 00:25:31.080 align:start position:0%
delegate uh then yeah obviously if you
 

00:25:31.080 --> 00:25:32.310 align:start position:0%
delegate uh then yeah obviously if you
just<00:25:31.200><c> have</c><00:25:31.360><c> like</c><00:25:31.440><c> one</c><00:25:31.679><c> absolute</c><00:25:32.000><c> source</c><00:25:32.200><c> of</c>

00:25:32.310 --> 00:25:32.320 align:start position:0%
just have like one absolute source of
 

00:25:32.320 --> 00:25:34.029 align:start position:0%
just have like one absolute source of
truth<00:25:32.679><c> that's</c><00:25:33.039><c> not</c><00:25:33.240><c> necessarily</c><00:25:33.799><c> in</c><00:25:33.919><c> the</c>

00:25:34.029 --> 00:25:34.039 align:start position:0%
truth that's not necessarily in the
 

00:25:34.039 --> 00:25:35.669 align:start position:0%
truth that's not necessarily in the
spirit<00:25:34.240><c> of</c><00:25:34.360><c> the</c><00:25:34.440><c> ethos</c><00:25:34.799><c> that</c><00:25:34.919><c> we</c>

00:25:35.669 --> 00:25:35.679 align:start position:0%
spirit of the ethos that we
 

00:25:35.679 --> 00:25:38.230 align:start position:0%
spirit of the ethos that we
have<00:25:36.679><c> thanks</c><00:25:37.080><c> yeah</c><00:25:37.240><c> that</c><00:25:37.360><c> was</c><00:25:37.559><c> really</c><00:25:37.799><c> good</c>

00:25:38.230 --> 00:25:38.240 align:start position:0%
have thanks yeah that was really good
 

00:25:38.240 --> 00:25:41.000 align:start position:0%
have thanks yeah that was really good
and<00:25:38.440><c> quick</c><00:25:38.679><c> rapid</c>

