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hello<00:00:11.360><c> hello</c><00:00:12.120><c> um</c><00:00:12.599><c> my</c><00:00:12.759><c> name</c><00:00:12.960><c> is</c><00:00:13.120><c> Killian</c><00:00:13.559><c> thank</c>

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hello hello um my name is Killian thank
 

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hello hello um my name is Killian thank
you<00:00:13.759><c> for</c><00:00:13.920><c> the</c><00:00:14.080><c> kind</c><00:00:14.480><c> introduction</c><00:00:15.480><c> and</c><00:00:15.679><c> I'm</c>

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you for the kind introduction and I'm
 

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you for the kind introduction and I'm
going<00:00:15.920><c> to</c><00:00:16.160><c> talk</c><00:00:16.359><c> about</c><00:00:16.600><c> the</c><00:00:16.760><c> Innovation</c><00:00:17.320><c> game</c>

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going to talk about the Innovation game
 

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going to talk about the Innovation game
um<00:00:18.680><c> unfortunately</c><00:00:19.359><c> the</c><00:00:19.520><c> founder</c><00:00:19.920><c> John</c>

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um unfortunately the founder John
 

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um unfortunately the founder John
Fletcher<00:00:20.680><c> couldn't</c><00:00:20.960><c> make</c><00:00:21.160><c> it</c><00:00:21.480><c> due</c><00:00:21.640><c> to</c>

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Fletcher couldn't make it due to
 

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Fletcher couldn't make it due to
scheduling<00:00:22.279><c> issues</c><00:00:22.600><c> so</c><00:00:22.800><c> I</c><00:00:22.920><c> had</c><00:00:23.039><c> to</c><00:00:23.199><c> jump</c><00:00:23.480><c> in</c>

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scheduling issues so I had to jump in
 

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scheduling issues so I had to jump in
last<00:00:24.439><c> minute</c><00:00:25.439><c> um</c><00:00:25.760><c> we</c><00:00:25.880><c> are</c><00:00:26.000><c> a</c><00:00:26.199><c> Project</c><00:00:26.519><c> based</c>

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last minute um we are a Project based
 

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last minute um we are a Project based
out<00:00:26.920><c> of</c><00:00:27.080><c> Cambridge</c><00:00:27.519><c> University</c><00:00:28.519><c> um</c><00:00:28.880><c> myself</c>

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out of Cambridge University um myself
 

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out of Cambridge University um myself
I'm<00:00:29.400><c> a</c><00:00:29.519><c> PhD</c><00:00:30.000><c> candidate</c><00:00:30.359><c> in</c><00:00:30.560><c> astrophysics</c><00:00:31.560><c> and</c>

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I'm a PhD candidate in astrophysics and
 

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I'm a PhD candidate in astrophysics and
Dr<00:00:32.119><c> John</c><00:00:32.320><c> Fletcher</c><00:00:32.800><c> is</c><00:00:32.960><c> a</c><00:00:33.559><c> applied</c>

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Dr John Fletcher is a applied
 

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Dr John Fletcher is a applied
mathematician<00:00:34.520><c> also</c><00:00:34.719><c> from</c><00:00:34.920><c> Cambridge</c><00:00:35.719><c> so</c>

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mathematician also from Cambridge so
 

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mathematician also from Cambridge so
what<00:00:36.079><c> is</c><00:00:36.200><c> the</c><00:00:36.360><c> Innovation</c><00:00:36.920><c> game</c><00:00:37.440><c> well</c><00:00:37.640><c> our</c>

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what is the Innovation game well our
 

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what is the Innovation game well our
theme<00:00:38.440><c> or</c><00:00:38.640><c> our</c><00:00:38.920><c> mission</c><00:00:39.399><c> is</c><00:00:39.520><c> to</c><00:00:39.719><c> incentivize</c>

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theme or our mission is to incentivize
 

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theme or our mission is to incentivize
algorithmic<00:00:41.239><c> Innovation</c><00:00:42.239><c> well</c><00:00:42.760><c> what</c><00:00:42.879><c> does</c><00:00:43.039><c> it</c>

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algorithmic Innovation well what does it
 

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algorithmic Innovation well what does it
exactly<00:00:43.719><c> mean</c><00:00:44.600><c> you</c><00:00:44.760><c> may</c><00:00:45.280><c> ask</c><00:00:46.280><c> um</c><00:00:46.960><c> if</c><00:00:47.079><c> you</c><00:00:47.199><c> look</c>

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exactly mean you may ask um if you look
 

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exactly mean you may ask um if you look
at<00:00:47.559><c> the</c><00:00:47.719><c> scientific</c><00:00:48.520><c> literature</c><00:00:49.520><c> uh</c><00:00:49.640><c> you</c><00:00:49.840><c> see</c>

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at the scientific literature uh you see
 

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at the scientific literature uh you see
that<00:00:50.960><c> um</c><00:00:51.559><c> most</c>

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that um most
 

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that um most
problems<00:00:53.600><c> um</c><00:00:54.079><c> such</c><00:00:54.359><c> as</c><00:00:54.879><c> the</c><00:00:55.039><c> traveling</c>

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problems um such as the traveling
 

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problems um such as the traveling
salesman<00:00:55.879><c> problem</c><00:00:56.160><c> that</c><00:00:56.320><c> you</c><00:00:56.480><c> might</c><00:00:56.680><c> know</c>

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salesman problem that you might know
 

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salesman problem that you might know
right<00:00:57.520><c> um</c><00:00:57.879><c> finding</c><00:00:58.280><c> the</c><00:00:58.399><c> shortest</c><00:00:58.879><c> distance</c>

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right um finding the shortest distance
 

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right um finding the shortest distance
between<00:00:59.600><c> let's</c><00:00:59.760><c> say</c><00:01:00.079><c> 20</c><00:01:00.440><c> cities</c><00:01:01.440><c> this</c><00:01:01.559><c> kind</c><00:01:01.719><c> of</c>

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between let's say 20 cities this kind of
 

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between let's say 20 cities this kind of
problem<00:01:02.359><c> is</c><00:01:02.480><c> a</c><00:01:02.680><c> hard</c><00:01:03.000><c> problem</c><00:01:03.280><c> to</c><00:01:03.480><c> solve</c><00:01:04.439><c> and</c>

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problem is a hard problem to solve and
 

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problem is a hard problem to solve and
you<00:01:04.680><c> can</c><00:01:04.879><c> only</c><00:01:05.119><c> solve</c><00:01:05.400><c> it</c><00:01:05.600><c> through</c><00:01:05.960><c> like</c>

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you can only solve it through like
 

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you can only solve it through like
various<00:01:06.840><c> types</c><00:01:07.080><c> of</c><00:01:07.280><c> algorithms</c><00:01:08.280><c> what</c><00:01:08.400><c> you</c><00:01:08.479><c> see</c>

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various types of algorithms what you see
 

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various types of algorithms what you see
in<00:01:08.799><c> this</c><00:01:09.040><c> graph</c><00:01:09.360><c> is</c><00:01:09.479><c> on</c><00:01:09.640><c> the</c>

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in this graph is on the
 

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in this graph is on the
x-axis<00:01:11.320><c> um</c><00:01:11.640><c> the</c><00:01:11.799><c> year</c><00:01:12.119><c> on</c><00:01:12.280><c> the</c><00:01:12.439><c> y-axis</c><00:01:12.960><c> you</c><00:01:13.119><c> see</c>

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x-axis um the year on the y-axis you see
 

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x-axis um the year on the y-axis you see
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like some kind of performance metrics
 

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like some kind of performance metrics
when<00:01:15.320><c> you</c><00:01:15.439><c> run</c><00:01:15.680><c> these</c><00:01:15.960><c> algorithms</c><00:01:16.759><c> so</c><00:01:16.960><c> for</c>

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when you run these algorithms so for
 

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when you run these algorithms so for
instance<00:01:18.479><c> uh</c><00:01:18.600><c> in</c><00:01:18.720><c> the</c><00:01:19.320><c> first</c><00:01:19.759><c> let's</c><00:01:19.960><c> say</c><00:01:20.360><c> 1940s</c>

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instance uh in the first let's say 1940s
 

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instance uh in the first let's say 1940s
to<00:01:21.119><c> 1970s</c><00:01:21.880><c> for</c><00:01:22.280><c> let's</c><00:01:22.400><c> say</c><00:01:22.520><c> the</c><00:01:22.640><c> traveling</c>

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to 1970s for let's say the traveling
 

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to 1970s for let's say the traveling
salesman<00:01:23.520><c> problem</c><00:01:24.280><c> people</c><00:01:24.560><c> have</c><00:01:24.720><c> been</c><00:01:24.920><c> just</c>

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salesman problem people have been just
 

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salesman problem people have been just
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brute forcing Solutions which is not
 

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brute forcing Solutions which is not
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very efficient right so you have for
 

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very efficient right so you have for
instance<00:01:29.560><c> uh</c>

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instance uh
 

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instance uh
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uh a performance of one a constant right
 

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uh a performance of one a constant right
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but then people started to innovate on
 

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but then people started to innovate on
the<00:01:36.040><c> algorithm</c><00:01:36.640><c> side</c><00:01:37.640><c> um</c><00:01:38.159><c> and</c><00:01:38.560><c> what</c><00:01:38.720><c> they</c>

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the algorithm side um and what they
 

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the algorithm side um and what they
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achieved is like a magnitudes of order
 

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achieved is like a magnitudes of order
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of performance boost just by having an
 

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of performance boost just by having an
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algorith for instance the red curve you
 

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algorith for instance the red curve you
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see uh it is two to the power 40 more
 

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see uh it is two to the power 40 more
efficient<00:01:47.880><c> to</c><00:01:48.079><c> innovate</c><00:01:48.479><c> on</c><00:01:48.600><c> the</c><00:01:48.680><c> algorithm</c>

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efficient to innovate on the algorithm
 

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efficient to innovate on the algorithm
sign<00:01:49.280><c> for</c><00:01:49.439><c> a</c><00:01:49.560><c> given</c><00:01:49.880><c> problem</c><00:01:51.119><c> versus</c><00:01:52.119><c> uh</c>

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sign for a given problem versus uh
 

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sign for a given problem versus uh
another<00:01:52.600><c> algorithm</c><00:01:53.479><c> like</c><00:01:53.640><c> the</c><00:01:53.799><c> BL</c><00:01:54.159><c> the</c><00:01:54.240><c> blue</c>

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another algorithm like the BL the blue
 

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another algorithm like the BL the blue
ones<00:01:54.880><c> and</c><00:01:55.159><c> then</c><00:01:55.399><c> the</c><00:01:55.600><c> green</c><00:01:55.840><c> ones</c><00:01:56.079><c> as</c><00:01:56.200><c> well</c><00:01:57.000><c> why</c>

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ones and then the green ones as well why
 

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ones and then the green ones as well why
do<00:01:57.280><c> we</c><00:01:57.439><c> care</c><00:01:58.240><c> well</c><00:01:58.799><c> you</c><00:01:59.000><c> can</c><00:01:59.240><c> achieve</c><00:01:59.520><c> a</c><00:01:59.600><c> lot</c><00:01:59.719><c> of</c>

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do we care well you can achieve a lot of
 

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do we care well you can achieve a lot of
breakthroughs<00:02:01.200><c> just</c><00:02:01.520><c> by</c><00:02:01.759><c> not</c><00:02:02.000><c> just</c><00:02:02.159><c> by</c>

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breakthroughs just by not just by
 

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breakthroughs just by not just by
optimizing<00:02:03.000><c> Hardware</c><00:02:04.000><c> but</c><00:02:04.320><c> we</c><00:02:04.719><c> by</c><00:02:05.200><c> um</c>

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optimizing Hardware but we by um
 

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optimizing Hardware but we by um
innovating<00:02:06.079><c> in</c><00:02:06.240><c> the</c><00:02:06.439><c> algorithm</c><00:02:07.000><c> space</c><00:02:07.520><c> right</c>

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innovating in the algorithm space right
 

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innovating in the algorithm space right
um<00:02:09.080><c> and</c><00:02:09.280><c> why</c><00:02:09.440><c> I'm</c><00:02:09.679><c> talking</c><00:02:10.080><c> about</c><00:02:10.720><c> that</c><00:02:11.160><c> in</c><00:02:12.160><c> in</c>

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um and why I'm talking about that in in
 

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um and why I'm talking about that in in
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the blockchain conference well our
 

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the blockchain conference well our
protocol<00:02:15.040><c> is</c><00:02:15.280><c> there</c><00:02:15.480><c> to</c><00:02:15.680><c> incentivize</c><00:02:16.360><c> this</c>

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protocol is there to incentivize this
 

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protocol is there to incentivize this
kind<00:02:16.720><c> of</c><00:02:17.080><c> algorithmic</c><00:02:17.680><c> breakthrough</c><00:02:18.599><c> and</c><00:02:18.760><c> how</c>

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kind of algorithmic breakthrough and how
 

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kind of algorithmic breakthrough and how
do<00:02:19.000><c> we</c><00:02:19.160><c> do</c><00:02:19.400><c> that</c><00:02:19.959><c> we</c><00:02:20.280><c> actually</c><00:02:20.599><c> using</c>

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do we do that we actually using
 

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do we do that we actually using
blockchain<00:02:22.040><c> technology</c>

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blockchain technology
 

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blockchain technology
um<00:02:25.120><c> you</c><00:02:25.319><c> may</c><00:02:25.599><c> know</c><00:02:26.080><c> that</c><00:02:26.680><c> uh</c><00:02:26.840><c> blockchain</c><00:02:27.319><c> is</c>

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um you may know that uh blockchain is
 

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um you may know that uh blockchain is
more<00:02:27.720><c> about</c><00:02:28.000><c> like</c><00:02:28.160><c> transactions</c><00:02:28.840><c> Etc</c>

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more about like transactions Etc
 

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more about like transactions Etc
and<00:02:30.840><c> how</c><00:02:30.959><c> do</c><00:02:31.080><c> we</c><00:02:31.239><c> achieve</c><00:02:31.640><c> that</c><00:02:31.920><c> kind</c><00:02:32.040><c> of</c><00:02:32.280><c> like</c>

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and how do we achieve that kind of like
 

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and how do we achieve that kind of like
algorithmic<00:02:33.360><c> Breakthrough</c><00:02:33.760><c> and</c><00:02:33.840><c> how</c><00:02:33.959><c> do</c><00:02:34.080><c> we</c>

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algorithmic Breakthrough and how do we
 

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algorithmic Breakthrough and how do we
incentivize<00:02:34.959><c> that</c><00:02:35.280><c> right</c><00:02:36.040><c> uh</c><00:02:36.160><c> we</c><00:02:36.280><c> are</c>

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incentivize that right uh we are
 

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incentivize that right uh we are
actually<00:02:36.800><c> using</c><00:02:37.599><c> the</c><00:02:37.760><c> proof</c><00:02:38.000><c> of</c><00:02:38.160><c> work</c>

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actually using the proof of work
 

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actually using the proof of work
mechanism<00:02:39.400><c> such</c><00:02:39.640><c> as</c><00:02:40.200><c> um</c><00:02:40.720><c> you</c><00:02:40.879><c> might</c><00:02:41.080><c> know</c><00:02:41.239><c> from</c>

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mechanism such as um you might know from
 

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mechanism such as um you might know from
Bitcoin<00:02:42.840><c> and</c><00:02:43.760><c> basically</c>

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Bitcoin and basically
 

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Bitcoin and basically
having<00:02:46.280><c> uh</c><00:02:46.440><c> many</c><00:02:46.720><c> algorithms</c><00:02:47.560><c> together</c><00:02:48.560><c> um</c>

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having uh many algorithms together um
 

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having uh many algorithms together um
and<00:02:48.879><c> then</c><00:02:49.120><c> Benchmark</c><00:02:49.840><c> those</c><00:02:50.280><c> and</c><00:02:50.440><c> find</c><00:02:50.720><c> the</c>

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and then Benchmark those and find the
 

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and then Benchmark those and find the
best<00:02:51.080><c> ones</c><00:02:51.280><c> for</c><00:02:51.440><c> a</c><00:02:51.560><c> given</c><00:02:51.840><c> problem</c><00:02:52.200><c> right</c><00:02:52.560><c> so</c>

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best ones for a given problem right so
 

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best ones for a given problem right so
let's<00:02:52.879><c> say</c><00:02:53.040><c> you</c><00:02:53.159><c> have</c><00:02:53.319><c> for</c><00:02:53.440><c> the</c><00:02:53.560><c> traveling</c>

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let's say you have for the traveling
 

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let's say you have for the traveling
salesman<00:02:54.480><c> problem</c><00:02:55.000><c> you</c><00:02:55.200><c> have</c><00:02:55.680><c> four</c><00:02:56.680><c> uh</c>

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salesman problem you have four uh
 

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salesman problem you have four uh
different<00:02:57.239><c> kinds</c><00:02:57.440><c> of</c><00:02:57.640><c> algorithm</c><00:02:58.239><c> people</c><00:02:58.480><c> have</c>

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different kinds of algorithm people have
 

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different kinds of algorithm people have
been<00:02:58.840><c> implementing</c><00:02:59.840><c> and</c><00:02:59.959><c> then</c><00:03:00.080><c> you</c><00:03:00.280><c> use</c><00:03:00.560><c> the</c>

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been implementing and then you use the
 

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been implementing and then you use the
benchmarking<00:03:01.519><c> process</c><00:03:01.879><c> which</c><00:03:02.000><c> is</c><00:03:02.120><c> the</c><00:03:02.319><c> proof</c>

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benchmarking process which is the proof
 

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benchmarking process which is the proof
of<00:03:02.720><c> work</c><00:03:03.040><c> mechanism</c><00:03:03.680><c> where</c><00:03:03.840><c> you</c><00:03:04.040><c> mine</c><00:03:04.760><c> for</c><00:03:05.040><c> the</c>

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of work mechanism where you mine for the
 

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of work mechanism where you mine for the
best<00:03:05.720><c> algorithm</c><00:03:06.400><c> right</c><00:03:06.879><c> and</c><00:03:07.040><c> once</c><00:03:07.239><c> you</c><00:03:07.440><c> found</c>

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best algorithm right and once you found
 

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best algorithm right and once you found
the<00:03:07.959><c> best</c><00:03:08.440><c> algorithm</c><00:03:09.440><c> you</c><00:03:09.720><c> basically</c><00:03:10.120><c> reward</c>

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the best algorithm you basically reward
 

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the best algorithm you basically reward
uh<00:03:11.159><c> the</c><00:03:11.360><c> people</c><00:03:11.959><c> that</c><00:03:12.120><c> have</c><00:03:12.319><c> been</c><00:03:12.959><c> providing</c>

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uh the people that have been providing
 

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uh the people that have been providing
the<00:03:13.599><c> IP</c><00:03:13.920><c> to</c><00:03:14.080><c> our</c><00:03:14.319><c> platform</c><00:03:15.239><c> but</c><00:03:15.440><c> also</c><00:03:15.799><c> the</c>

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the IP to our platform but also the
 

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the IP to our platform but also the
minor<00:03:16.480><c> who</c><00:03:16.680><c> has</c><00:03:16.840><c> been</c><00:03:17.480><c> uh</c><00:03:17.720><c> providing</c><00:03:18.360><c> Computer</c>

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minor who has been uh providing Computer
 

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minor who has been uh providing Computer
Resources<00:03:19.280><c> so</c><00:03:19.760><c> on</c><00:03:19.879><c> the</c><00:03:20.080><c> right</c><00:03:20.360><c> side</c><00:03:21.000><c> you</c>

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Resources so on the right side you
 

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Resources so on the right side you
basically<00:03:21.599><c> see</c><00:03:21.879><c> how</c><00:03:22.040><c> our</c><00:03:22.239><c> system</c><00:03:22.640><c> works</c><00:03:23.640><c> um</c>

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basically see how our system works um
 

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basically see how our system works um
just<00:03:24.120><c> as</c><00:03:24.239><c> a</c><00:03:24.440><c> side</c><00:03:24.680><c> note</c><00:03:24.920><c> of</c><00:03:25.080><c> course</c><00:03:25.319><c> we</c><00:03:25.480><c> also</c>

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just as a side note of course we also
 

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just as a side note of course we also
need<00:03:26.000><c> to</c><00:03:26.480><c> verify</c><00:03:27.480><c> that</c><00:03:27.640><c> the</c><00:03:27.799><c> algorithms</c><00:03:28.760><c> uh</c>

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need to verify that the algorithms uh
 

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need to verify that the algorithms uh
that<00:03:29.000><c> were</c><00:03:29.159><c> submitted</c><00:03:29.560><c> to</c><00:03:29.799><c> platform</c><00:03:30.239><c> are</c><00:03:30.480><c> also</c>

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that were submitted to platform are also
 

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that were submitted to platform are also
correct<00:03:31.480><c> so</c><00:03:31.760><c> that</c><00:03:31.879><c> means</c><00:03:32.560><c> uh</c><00:03:32.680><c> is</c><00:03:32.799><c> the</c><00:03:32.959><c> solution</c>

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correct so that means uh is the solution
 

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correct so that means uh is the solution
correct<00:03:33.720><c> but</c><00:03:33.879><c> also</c><00:03:34.239><c> is</c><00:03:34.400><c> the</c><00:03:34.560><c> method</c><00:03:34.920><c> correct</c>

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correct but also is the method correct
 

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correct but also is the method correct
right<00:03:36.439><c> um</c><00:03:36.920><c> and</c><00:03:37.120><c> how</c><00:03:37.239><c> do</c><00:03:37.400><c> we</c><00:03:37.560><c> capture</c><00:03:38.200><c> value</c><00:03:38.560><c> for</c>

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right um and how do we capture value for
 

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right um and how do we capture value for
the<00:03:39.360><c> innovator</c><00:03:40.360><c> well</c><00:03:40.599><c> we</c><00:03:40.760><c> can</c><00:03:41.519><c> basically</c>

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the innovator well we can basically
 

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the innovator well we can basically
um<00:03:44.319><c> uh</c><00:03:44.799><c> run</c><00:03:45.720><c> uh</c><00:03:46.000><c> two</c><00:03:46.239><c> licenses</c><00:03:47.159><c> for</c><00:03:47.480><c> the</c>

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um uh run uh two licenses for the
 

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um uh run uh two licenses for the
proprietary<00:03:48.519><c> or</c><00:03:48.760><c> for</c><00:03:48.920><c> the</c><00:03:49.040><c> open</c><00:03:49.319><c> source</c>

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proprietary or for the open source
 

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proprietary or for the open source
algorithm<00:03:50.159><c> one</c><00:03:51.159><c> the</c><00:03:51.360><c> open</c><00:03:51.680><c> license</c><00:03:52.319><c> uh</c><00:03:52.439><c> open</c>

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algorithm one the open license uh open
 

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algorithm one the open license uh open
data<00:03:52.959><c> license</c><00:03:53.360><c> that</c><00:03:53.480><c> means</c><00:03:54.400><c> any</c><00:03:54.640><c> algorithm</c>

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data license that means any algorithm
 

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data license that means any algorithm
that<00:03:55.200><c> is</c><00:03:55.319><c> found</c><00:03:55.519><c> through</c><00:03:55.720><c> our</c><00:03:56.120><c> platform</c><00:03:57.120><c> uh</c>

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that is found through our platform uh
 

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that is found through our platform uh
can<00:03:57.400><c> be</c><00:03:57.560><c> used</c><00:03:57.920><c> for</c><00:03:58.159><c> free</c><00:03:58.640><c> if</c><00:03:58.760><c> you</c><00:03:58.959><c> also</c><00:03:59.200><c> publish</c>

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can be used for free if you also publish
 

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can be used for free if you also publish
the<00:03:59.840><c> data</c><00:04:00.560><c> why</c><00:04:00.680><c> is</c><00:04:00.840><c> that</c><00:04:01.000><c> relevant</c><00:04:01.959><c> well</c>

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the data why is that relevant well
 

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the data why is that relevant well
imagine<00:04:03.280><c> you</c><00:04:03.400><c> have</c><00:04:03.519><c> a</c><00:04:03.680><c> scientific</c><00:04:04.400><c> paper</c><00:04:04.720><c> in</c>

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imagine you have a scientific paper in
 

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imagine you have a scientific paper in
biology<00:04:05.560><c> would</c><00:04:05.720><c> you</c><00:04:05.879><c> trust</c><00:04:06.200><c> the</c><00:04:06.400><c> paper</c><00:04:07.040><c> if</c>

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biology would you trust the paper if
 

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biology would you trust the paper if
you're<00:04:07.360><c> not</c><00:04:07.760><c> providing</c><00:04:08.159><c> the</c><00:04:08.319><c> data</c><00:04:08.599><c> as</c><00:04:08.799><c> well</c><00:04:09.400><c> no</c>

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you're not providing the data as well no
 

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you're not providing the data as well no
right<00:04:09.879><c> it's</c><00:04:10.239><c> very</c>

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right it's very
 

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right it's very
unscientific<00:04:12.000><c> um</c><00:04:12.519><c> so</c><00:04:12.680><c> we</c><00:04:12.799><c> are</c><00:04:12.920><c> following</c><00:04:13.280><c> the</c>

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unscientific um so we are following the
 

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unscientific um so we are following the
EOS<00:04:13.920><c> of</c><00:04:14.120><c> Open</c><00:04:14.439><c> Source</c><00:04:14.959><c> or</c><00:04:15.400><c> Academia</c><00:04:15.959><c> through</c>

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EOS of Open Source or Academia through
 

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EOS of Open Source or Academia through
this<00:04:16.359><c> license</c><00:04:17.120><c> and</c><00:04:17.239><c> the</c><00:04:17.359><c> other</c><00:04:17.600><c> license</c><00:04:18.000><c> is</c>

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this license and the other license is
 

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this license and the other license is
okay<00:04:18.479><c> I</c><00:04:18.560><c> don't</c><00:04:18.680><c> want</c><00:04:18.799><c> to</c><00:04:19.000><c> publish</c><00:04:19.320><c> my</c><00:04:19.479><c> data</c><00:04:20.239><c> but</c>

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okay I don't want to publish my data but
 

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okay I don't want to publish my data but
I<00:04:20.519><c> can</c><00:04:20.720><c> use</c><00:04:21.359><c> uh</c><00:04:21.799><c> pay</c><00:04:21.919><c> a</c><00:04:22.079><c> small</c><00:04:22.320><c> fee</c><00:04:23.000><c> like</c><00:04:23.120><c> a</c>

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I can use uh pay a small fee like a
 

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I can use uh pay a small fee like a
license<00:04:23.960><c> to</c><00:04:24.240><c> access</c><00:04:24.639><c> the</c>

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license to access the
 

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license to access the
algorithm<00:04:26.759><c> and</c><00:04:27.759><c> what</c><00:04:27.960><c> we</c><00:04:28.080><c> are</c><00:04:28.320><c> basically</c>

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algorithm and what we are basically
 

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algorithm and what we are basically
doing<00:04:29.280><c> is</c><00:04:29.720><c> we</c><00:04:29.840><c> are</c><00:04:30.680><c> combating</c><00:04:31.680><c> through</c><00:04:31.919><c> the</c>

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doing is we are combating through the
 

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doing is we are combating through the
Innovation<00:04:32.600><c> game</c><00:04:33.360><c> uh</c><00:04:33.560><c> the</c><00:04:33.759><c> centralization</c>

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Innovation game uh the centralization
 

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Innovation game uh the centralization
risk<00:04:35.840><c> uh</c><00:04:36.000><c> through</c><00:04:36.400><c> AI</c><00:04:36.720><c> driven</c><00:04:37.039><c> algorithms</c><00:04:37.840><c> so</c>

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risk uh through AI driven algorithms so
 

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risk uh through AI driven algorithms so
what<00:04:38.440><c> does</c><00:04:38.600><c> it</c><00:04:38.759><c> mean</c><00:04:39.280><c> nowadays</c><00:04:39.680><c> you</c><00:04:39.800><c> have</c>

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what does it mean nowadays you have
 

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what does it mean nowadays you have
large<00:04:40.199><c> language</c><00:04:40.520><c> models</c><00:04:41.240><c> and</c><00:04:41.400><c> it</c><00:04:41.520><c> is</c><00:04:41.800><c> possible</c>

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large language models and it is possible
 

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large language models and it is possible
to<00:04:42.880><c> Now</c><00:04:43.160><c> look</c><00:04:43.520><c> for</c><00:04:44.520><c> um</c><00:04:45.039><c> solutions</c><00:04:45.759><c> by</c><00:04:45.880><c> using</c>

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to Now look for um solutions by using
 

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to Now look for um solutions by using
large<00:04:46.400><c> language</c><00:04:46.759><c> models</c><00:04:47.120><c> which</c><00:04:47.199><c> is</c><00:04:47.320><c> not</c><00:04:47.520><c> very</c>

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large language models which is not very
 

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large language models which is not very
good<00:04:48.000><c> because</c><00:04:48.280><c> that</c><00:04:48.440><c> means</c><00:04:49.360><c> uh</c><00:04:49.520><c> suddenly</c><00:04:50.400><c> your</c>

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good because that means uh suddenly your
 

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good because that means uh suddenly your
um<00:04:51.720><c> hard</c><00:04:52.199><c> um</c><00:04:52.520><c> Innovation</c><00:04:53.440><c> is</c><00:04:53.720><c> directly</c>

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um hard um Innovation is directly
 

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um hard um Innovation is directly
dependent<00:04:54.479><c> on</c><00:04:54.639><c> the</c><00:04:54.759><c> amount</c><00:04:54.960><c> of</c><00:04:55.160><c> compute</c><00:04:55.800><c> you</c>

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dependent on the amount of compute you
 

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dependent on the amount of compute you
provide<00:04:56.960><c> which</c><00:04:57.160><c> is</c><00:04:58.120><c> um</c><00:04:58.880><c> bad</c><00:04:59.120><c> because</c><00:04:59.360><c> most</c><00:04:59.759><c> of</c>

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provide which is um bad because most of
 

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provide which is um bad because most of
the<00:05:00.360><c> large</c><00:05:00.800><c> capital</c><00:05:01.160><c> for</c><00:05:01.360><c> these</c><00:05:01.759><c> Computing</c><00:05:02.759><c> uh</c>

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the large capital for these Computing uh
 

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the large capital for these Computing uh
platforms<00:05:03.360><c> are</c><00:05:03.560><c> at</c><00:05:03.720><c> meta</c><00:05:04.120><c> Google</c><00:05:04.479><c> Etc</c><00:05:05.479><c> but</c><00:05:05.840><c> we</c>

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platforms are at meta Google Etc but we
 

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platforms are at meta Google Etc but we
are<00:05:06.280><c> based</c><00:05:06.560><c> at</c><00:05:06.720><c> The</c><00:05:06.840><c> Innovation</c><00:05:07.320><c> game</c><00:05:07.479><c> we</c><00:05:07.600><c> are</c>

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are based at The Innovation game we are
 

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are based at The Innovation game we are
the<00:05:07.960><c> only</c><00:05:08.919><c> protocol</c><00:05:09.800><c> as</c><00:05:09.960><c> of</c><00:05:10.240><c> now</c><00:05:11.240><c> that</c><00:05:11.479><c> can</c>

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the only protocol as of now that can
 

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the only protocol as of now that can
incentivize<00:05:13.440><c> and</c><00:05:13.840><c> combat</c><00:05:14.840><c> this</c><00:05:15.080><c> type</c><00:05:15.360><c> of</c><00:05:16.000><c> um</c>

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incentivize and combat this type of um
 

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incentivize and combat this type of um
AI<00:05:16.639><c> driven</c><00:05:16.960><c> algorithm</c><00:05:17.440><c> development</c><00:05:18.440><c> by</c><00:05:19.080><c> um</c>

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AI driven algorithm development by um
 

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AI driven algorithm development by um
incentivizing<00:05:20.160><c> and</c><00:05:20.319><c> rewarding</c><00:05:20.960><c> the</c><00:05:21.120><c> people</c>

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incentivizing and rewarding the people
 

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incentivizing and rewarding the people
that<00:05:21.600><c> provide</c><00:05:21.960><c> our</c><00:05:22.240><c> IP</c><00:05:22.639><c> to</c><00:05:22.800><c> our</c><00:05:23.160><c> platform</c>

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that provide our IP to our platform
 

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that provide our IP to our platform
thank

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you<00:05:27.919><c> thank</c><00:05:28.160><c> you</c><00:05:28.560><c> Killian</c>

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you thank you Killian
 

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you thank you Killian
do<00:05:30.479><c> have</c><00:05:30.720><c> any</c><00:05:31.160><c> questions</c><00:05:31.560><c> from</c><00:05:31.800><c> the</c><00:05:31.919><c> audience</c>

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do have any questions from the audience
 

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do have any questions from the audience
for

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for
 

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for
Killian<00:05:35.400><c> one</c><00:05:35.840><c> over</c><00:05:36.720><c> there</c><00:05:37.720><c> you</c><00:05:37.840><c> want</c><00:05:37.919><c> to</c><00:05:38.240><c> try</c><00:05:39.240><c> I</c>

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Killian one over there you want to try I
 

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Killian one over there you want to try I
don't<00:05:39.520><c> think</c><00:05:39.639><c> so</c><00:05:39.880><c> I'm</c>

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don't think so I'm
 

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don't think so I'm
[Laughter]

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[Laughter]
 

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[Laughter]
sorry<00:05:43.919><c> okay</c><00:05:44.680><c> time</c><00:05:44.840><c> to</c><00:05:45.039><c> work</c><00:05:45.240><c> outan</c><00:05:45.880><c> thanks</c><00:05:46.039><c> for</c>

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sorry okay time to work outan thanks for
 

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sorry okay time to work outan thanks for
that<00:05:46.560><c> uh</c><00:05:46.680><c> so</c><00:05:46.880><c> on</c><00:05:47.039><c> that</c><00:05:47.160><c> chart</c><00:05:47.440><c> of</c><00:05:47.639><c> algorithm</c>

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that uh so on that chart of algorithm
 

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that uh so on that chart of algorithm
development<00:05:48.400><c> over</c><00:05:48.600><c> time</c><00:05:48.800><c> I</c><00:05:48.880><c> noticed</c><00:05:49.240><c> there</c>

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development over time I noticed there
 

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development over time I noticed there
were<00:05:49.720><c> quite</c><00:05:50.000><c> large</c><00:05:50.319><c> step</c><00:05:50.680><c> functions</c><00:05:51.400><c> do</c><00:05:51.520><c> you</c>

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were quite large step functions do you
 

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were quite large step functions do you
expect<00:05:52.120><c> that</c><00:05:52.280><c> algorith</c><00:05:52.960><c> Al</c><00:05:53.240><c> algorithmic</c>

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expect that algorith Al algorithmic
 

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expect that algorith Al algorithmic
development<00:05:54.280><c> is</c><00:05:54.520><c> continuous</c><00:05:55.120><c> enough</c><00:05:55.840><c> for</c><00:05:56.120><c> the</c>

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development is continuous enough for the
 

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development is continuous enough for the
rewards<00:05:56.639><c> to</c><00:05:56.919><c> actually</c><00:05:57.440><c> incentivize</c><00:05:58.160><c> the</c>

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rewards to actually incentivize the
 

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rewards to actually incentivize the
actors<00:05:59.479><c> uh</c><00:05:59.840><c> yeah</c><00:05:59.960><c> so</c><00:06:00.120><c> we</c><00:06:00.319><c> expect</c><00:06:00.800><c> that</c><00:06:01.039><c> most</c><00:06:01.319><c> of</c>

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actors uh yeah so we expect that most of
 

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actors uh yeah so we expect that most of
the<00:06:01.720><c> people</c><00:06:02.360><c> that</c><00:06:02.560><c> use</c><00:06:02.800><c> our</c><00:06:03.039><c> platform</c><00:06:03.479><c> are</c>

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the people that use our platform are
 

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the people that use our platform are
probably<00:06:04.080><c> not</c><00:06:05.080><c> innovating</c><00:06:06.080><c> uh</c><00:06:06.199><c> they</c><00:06:06.319><c> are</c><00:06:06.440><c> more</c>

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probably not innovating uh they are more
 

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probably not innovating uh they are more
like<00:06:06.800><c> benchmarkers</c><00:06:07.680><c> or</c><00:06:07.919><c> like</c><00:06:08.680><c> they</c><00:06:09.199><c> look</c><00:06:09.440><c> at</c>

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like benchmarkers or like they look at
 

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like benchmarkers or like they look at
existing<00:06:10.080><c> algorithms</c><00:06:10.720><c> and</c><00:06:10.919><c> then</c><00:06:11.680><c> optimize</c>

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existing algorithms and then optimize
 

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existing algorithms and then optimize
the<00:06:12.280><c> code</c><00:06:12.520><c> a</c><00:06:12.639><c> little</c><00:06:12.840><c> bit</c><00:06:13.120><c> so</c><00:06:13.319><c> we</c><00:06:13.520><c> expect</c><00:06:14.120><c> that</c>

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the code a little bit so we expect that
 

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the code a little bit so we expect that
it's<00:06:14.479><c> very</c><00:06:14.960><c> difficult</c><00:06:15.120><c> to</c><00:06:15.280><c> innovate</c><00:06:16.160><c> but</c><00:06:16.319><c> we</c>

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it's very difficult to innovate but we
 

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it's very difficult to innovate but we
want<00:06:16.560><c> to</c><00:06:17.160><c> incentivize</c><00:06:17.960><c> this</c><00:06:18.520><c> behavior</c><00:06:19.520><c> um</c><00:06:20.319><c> and</c>

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want to incentivize this behavior um and
 

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want to incentivize this behavior um and
the<00:06:22.599><c> um</c><00:06:23.160><c> challenges</c><00:06:23.840><c> that</c><00:06:23.960><c> we</c><00:06:24.120><c> include</c><00:06:24.440><c> in</c><00:06:24.560><c> our</c>

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the um challenges that we include in our
 

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the um challenges that we include in our
or<00:06:25.160><c> let's</c><00:06:25.280><c> say</c><00:06:25.479><c> mathematical</c>

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or let's say mathematical
 

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or let's say mathematical
computationally<00:06:26.960><c> challenging</c><00:06:27.479><c> problems</c>

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computationally challenging problems
 

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computationally challenging problems
that<00:06:27.960><c> we</c><00:06:28.080><c> include</c><00:06:28.440><c> our</c><00:06:28.639><c> platform</c><00:06:29.759><c> uh</c><00:06:30.400><c> various</c>

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that we include our platform uh various
 

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that we include our platform uh various
sorts<00:06:30.960><c> of</c><00:06:31.160><c> for</c><00:06:31.400><c> Relevant</c><00:06:31.759><c> for</c><00:06:32.039><c> blockchain</c>

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sorts of for Relevant for blockchain
 

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sorts of for Relevant for blockchain
would<00:06:32.680><c> be</c><00:06:32.880><c> for</c><00:06:33.080><c> instance</c><00:06:33.759><c> ZK</c><00:06:34.440><c> proving</c>

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would be for instance ZK proving
 

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would be for instance ZK proving
mechanism<00:06:35.400><c> right</c><00:06:35.599><c> it</c><00:06:35.720><c> is</c><00:06:36.639><c> uh</c><00:06:36.800><c> hard</c><00:06:37.039><c> to</c><00:06:37.240><c> compute</c>

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mechanism right it is uh hard to compute
 

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mechanism right it is uh hard to compute
a<00:06:37.800><c> proof</c><00:06:38.440><c> generally</c><00:06:39.080><c> but</c><00:06:39.240><c> it's</c><00:06:39.440><c> easy</c><00:06:39.639><c> to</c>

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a proof generally but it's easy to
 

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a proof generally but it's easy to
verify<00:06:40.400><c> right</c><00:06:40.599><c> so</c><00:06:40.759><c> this</c><00:06:40.880><c> is</c><00:06:41.080><c> very</c><00:06:41.919><c> um</c><00:06:42.720><c> very</c><00:06:43.240><c> uh</c>

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verify right so this is very um very uh
 

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verify right so this is very um very uh
relevant<00:06:43.880><c> for</c><00:06:44.520><c> let's</c><00:06:44.720><c> say</c><00:06:44.960><c> the</c><00:06:45.080><c> blockchain</c>

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relevant for let's say the blockchain
 

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relevant for let's say the blockchain
industry<00:06:46.759><c> um</c><00:06:47.080><c> if</c><00:06:47.240><c> people</c><00:06:47.440><c> are</c><00:06:47.560><c> innovating</c><00:06:47.960><c> on</c>

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industry um if people are innovating on
 

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industry um if people are innovating on
our<00:06:48.360><c> platform</c><00:06:49.240><c> other</c><00:06:49.479><c> areas</c><00:06:49.840><c> could</c><00:06:50.039><c> include</c>

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our platform other areas could include
 

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our platform other areas could include
AI<00:06:50.960><c> that</c><00:06:51.120><c> we</c><00:06:51.240><c> also</c><00:06:51.440><c> work</c><00:06:51.800><c> on</c><00:06:52.800><c> um</c><00:06:53.319><c> and</c><00:06:54.000><c> yeah</c>

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AI that we also work on um and yeah
 

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AI that we also work on um and yeah
other<00:06:54.720><c> uh</c><00:06:54.880><c> theoretical</c><00:06:55.560><c> computer</c><00:06:56.319><c> comput</c>

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other uh theoretical computer comput
 

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other uh theoretical computer comput
computer<00:06:57.360><c> science</c><00:06:58.240><c> um</c><00:06:59.240><c> prob</c><00:06:59.800><c> as</c>

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well<00:07:03.039><c> thank</c><00:07:03.240><c> you</c><00:07:03.560><c> we</c><00:07:03.800><c> have</c><00:07:04.240><c> time</c><00:07:04.479><c> for</c><00:07:04.840><c> one</c><00:07:05.160><c> more</c>

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well thank you we have time for one more
 

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well thank you we have time for one more
question<00:07:07.120><c> it's</c><00:07:07.319><c> over</c>

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there<00:07:13.199><c> I</c><00:07:13.319><c> have</c><00:07:13.479><c> a</c><00:07:13.599><c> funny</c><00:07:13.919><c> one</c><00:07:14.560><c> so</c><00:07:15.840><c> you</c><00:07:16.840><c> maybe</c>

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there I have a funny one so you maybe
 

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there I have a funny one so you maybe
people<00:07:17.479><c> don't</c><00:07:17.759><c> here</c><00:07:18.120><c> know</c><00:07:18.440><c> but</c><00:07:18.599><c> there</c><00:07:18.759><c> was</c><00:07:18.919><c> a</c>

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people don't here know but there was a
 

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people don't here know but there was a
mess<00:07:19.360><c> up</c><00:07:19.879><c> and</c><00:07:20.240><c> everyone</c><00:07:20.680><c> got</c><00:07:20.879><c> an</c><00:07:21.120><c> email</c><00:07:21.599><c> about</c>

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mess up and everyone got an email about
 

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mess up and everyone got an email about
the<00:07:22.240><c> Innovation</c><00:07:22.919><c> game</c><00:07:23.560><c> all</c><00:07:23.759><c> the</c><00:07:23.919><c> speakers</c><00:07:24.440><c> so</c>

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the Innovation game all the speakers so
 

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the Innovation game all the speakers so
did<00:07:24.960><c> it</c><00:07:25.960><c> uh</c><00:07:26.280><c> do</c><00:07:26.560><c> anything</c><00:07:27.000><c> for</c><00:07:27.360><c> awareness</c><00:07:28.000><c> of</c>

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did it uh do anything for awareness of
 

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did it uh do anything for awareness of
what<00:07:28.720><c> of</c><00:07:28.840><c> the</c><00:07:28.960><c> work</c><00:07:29.160><c> that</c><00:07:29.280><c> you</c><00:07:29.639><c> doing</c><00:07:29.919><c> or</c><00:07:30.160><c> did</c>

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what of the work that you doing or did
 

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what of the work that you doing or did
it<00:07:30.479><c> have</c><00:07:30.599><c> no</c><00:07:30.840><c> effect</c><00:07:31.199><c> because</c><00:07:31.720><c> I'm</c><00:07:31.960><c> here</c>

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it have no effect because I'm here
 

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it have no effect because I'm here
because<00:07:32.479><c> I</c><00:07:32.599><c> got</c><00:07:32.879><c> that</c><00:07:33.080><c> email</c><00:07:33.440><c> too</c><00:07:34.039><c> of</c><00:07:34.160><c> the</c>

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because I got that email too of the
 

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because I got that email too of the
Innovation<00:07:35.280><c> game</c><00:07:36.280><c> could</c><00:07:36.360><c> you</c><00:07:36.440><c> repeat</c><00:07:36.680><c> the</c>

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Innovation game could you repeat the
 

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Innovation game could you repeat the
question<00:07:37.120><c> I</c><00:07:37.240><c> couldn't</c><00:07:37.840><c> so</c><00:07:38.520><c> from</c><00:07:38.680><c> the</c><00:07:38.840><c> Defcon</c>

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question I couldn't so from the Defcon
 

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question I couldn't so from the Defcon
committee<00:07:40.120><c> there</c><00:07:40.240><c> was</c><00:07:40.479><c> a</c><00:07:40.840><c> an</c><00:07:41.039><c> email</c><00:07:41.440><c> that</c><00:07:41.560><c> was</c>

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committee there was a an email that was
 

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committee there was a an email that was
sent<00:07:41.919><c> out</c><00:07:42.080><c> to</c><00:07:42.360><c> everyone</c><00:07:42.919><c> who</c><00:07:43.520><c> uh</c><00:07:43.639><c> ever</c><00:07:43.919><c> applied</c>

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sent out to everyone who uh ever applied
 

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sent out to everyone who uh ever applied
for<00:07:44.400><c> a</c><00:07:44.520><c> speaker</c><00:07:44.919><c> slot</c><00:07:45.280><c> and</c><00:07:45.599><c> that</c><00:07:45.800><c> included</c><00:07:46.599><c> uh</c>

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for a speaker slot and that included uh
 

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for a speaker slot and that included uh
it<00:07:46.919><c> was</c><00:07:47.080><c> a</c><00:07:47.960><c> it</c><00:07:48.080><c> was</c><00:07:48.199><c> an</c><00:07:48.360><c> incorrect</c><00:07:48.840><c> email</c><00:07:49.440><c> but</c>

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it was a it was an incorrect email but
 

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it was a it was an incorrect email but
it<00:07:50.000><c> it</c><00:07:50.159><c> included</c><00:07:50.759><c> The</c><00:07:50.879><c> Innovation</c><00:07:51.400><c> game</c><00:07:51.560><c> so</c><00:07:51.720><c> I</c>

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it it included The Innovation game so I
 

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it it included The Innovation game so I
was<00:07:51.960><c> just</c><00:07:52.120><c> wondering</c><00:07:52.560><c> did</c><00:07:52.720><c> it</c><00:07:53.199><c> do</c><00:07:53.639><c> anything</c>

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was just wondering did it do anything
 

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was just wondering did it do anything
for<00:07:54.280><c> the</c><00:07:54.479><c> awareness</c><00:07:55.000><c> of</c><00:07:55.159><c> what</c><00:07:55.319><c> you're</c><00:07:55.520><c> working</c>

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for the awareness of what you're working
 

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for the awareness of what you're working
on<00:07:56.000><c> or</c><00:07:56.159><c> did</c><00:07:56.280><c> it</c><00:07:56.440><c> have</c><00:07:56.599><c> no</c><00:07:56.840><c> effect</c><00:07:57.479><c> cuz</c><00:07:57.720><c> I</c>

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on or did it have no effect cuz I
 

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on or did it have no effect cuz I
thought<00:07:58.000><c> it</c><00:07:58.120><c> would</c>

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thought it would
 

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thought it would
sorry<00:08:00.000><c> I</c><00:08:00.120><c> couldn't</c><00:08:00.400><c> catch</c><00:08:00.599><c> your</c><00:08:00.800><c> question</c>

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sorry I couldn't catch your question
 

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sorry I couldn't catch your question
could<00:08:01.199><c> you</c><00:08:01.440><c> please</c><00:08:01.720><c> like</c><00:08:02.319><c> close</c><00:08:02.800><c> speak</c><00:08:03.080><c> closer</c>

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could you please like close speak closer
 

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could you please like close speak closer
to<00:08:03.479><c> the</c><00:08:03.599><c> mic</c><00:08:04.520><c> or</c><00:08:04.680><c> you</c><00:08:04.800><c> can</c><00:08:05.000><c> come</c><00:08:05.240><c> after</c><00:08:05.440><c> the</c>

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to the mic or you can come after the
 

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to the mic or you can come after the
talk<00:08:06.520><c> I'm</c><00:08:06.639><c> sorry</c><00:08:06.919><c> I</c><00:08:07.000><c> couldn't</c><00:08:07.440><c> understand</c><00:08:07.720><c> it</c>

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talk I'm sorry I couldn't understand it
 

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talk I'm sorry I couldn't understand it
we<00:08:08.400><c> can</c><00:08:08.639><c> come</c><00:08:08.919><c> we</c><00:08:09.000><c> can</c><00:08:09.159><c> talk</c><00:08:09.400><c> afterwards</c>

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yeah<00:08:13.000><c> it's</c><00:08:13.319><c> okay</c><00:08:13.759><c> I</c><00:08:13.919><c> guess</c><00:08:14.080><c> we'll</c><00:08:14.319><c> have</c>

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yeah it's okay I guess we'll have
 

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yeah it's okay I guess we'll have
private<00:08:15.599><c> conversation</c><00:08:16.159><c> around</c><00:08:16.479><c> that</c>

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private conversation around that
 

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private conversation around that
question<00:08:17.520><c> after</c><00:08:17.800><c> the</c><00:08:18.000><c> session</c><00:08:19.000><c> uh</c><00:08:19.240><c> anyone</c>

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question after the session uh anyone
 

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question after the session uh anyone
else<00:08:20.120><c> we</c><00:08:20.360><c> still</c><00:08:20.680><c> have</c><00:08:20.960><c> a</c><00:08:21.280><c> little</c><00:08:21.639><c> bit</c><00:08:21.879><c> of</c><00:08:22.120><c> the</c>

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else we still have a little bit of the
 

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else we still have a little bit of the
opening<00:08:23.840><c> for</c><00:08:24.120><c> a</c>

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opening for a
 

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opening for a
question<00:08:26.479><c> one</c><00:08:26.800><c> over</c><00:08:27.120><c> here</c>

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question one over here
 

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question one over here
I'll<00:08:29.840><c> just</c><00:08:30.000><c> ask</c><00:08:30.199><c> a</c><00:08:30.440><c> very</c><00:08:30.680><c> general</c><00:08:31.120><c> question</c><00:08:31.720><c> um</c>

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I'll just ask a very general question um
 

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I'll just ask a very general question um
what<00:08:32.200><c> would</c><00:08:32.399><c> you</c><00:08:32.640><c> like</c><00:08:33.000><c> us</c><00:08:33.279><c> to</c><00:08:33.479><c> do</c><00:08:33.760><c> with</c><00:08:33.919><c> this</c>

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what would you like us to do with this
 

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what would you like us to do with this
information<00:08:35.680><c> sorry</c><00:08:36.479><c> what</c><00:08:36.719><c> do</c><00:08:36.959><c> you</c><00:08:37.240><c> want</c><00:08:37.680><c> us</c><00:08:37.959><c> to</c>

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information sorry what do you want us to
 

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information sorry what do you want us to
do<00:08:38.399><c> with</c><00:08:38.560><c> this</c><00:08:38.839><c> information</c><00:08:39.440><c> now</c><00:08:39.839><c> like</c><00:08:40.080><c> where</c>

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do with this information now like where
 

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do with this information now like where
do<00:08:40.760><c> you</c><00:08:40.919><c> want</c><00:08:41.159><c> us</c><00:08:41.320><c> to</c><00:08:41.680><c> go</c><00:08:41.919><c> research</c><00:08:42.360><c> in</c><00:08:42.640><c> or</c><00:08:43.120><c> so</c>

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do you want us to go research in or so
 

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do you want us to go research in or so
you<00:08:43.880><c> can</c><00:08:44.080><c> reach</c><00:08:44.320><c> out</c><00:08:44.519><c> to</c><00:08:44.680><c> us</c><00:08:44.959><c> if</c><00:08:45.080><c> you</c><00:08:45.240><c> have</c><00:08:45.640><c> any</c>

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you can reach out to us if you have any
 

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you can reach out to us if you have any
hard<00:08:46.959><c> problem</c><00:08:47.440><c> let's</c><00:08:47.640><c> say</c><00:08:47.760><c> in</c><00:08:48.040><c> Defi</c><00:08:49.040><c> and</c><00:08:49.160><c> you</c>

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hard problem let's say in Defi and you
 

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hard problem let's say in Defi and you
want<00:08:49.360><c> to</c><00:08:49.560><c> formulate</c><00:08:50.160><c> let's</c><00:08:50.360><c> say</c><00:08:50.800><c> a</c>

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want to formulate let's say a
 

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want to formulate let's say a
computational<00:08:51.680><c> problem</c><00:08:52.080><c> you</c><00:08:52.160><c> can</c><00:08:52.320><c> reach</c><00:08:52.519><c> out</c>

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computational problem you can reach out
 

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computational problem you can reach out
to<00:08:52.839><c> us</c><00:08:53.399><c> or</c><00:08:53.800><c> if</c><00:08:53.880><c> you're</c><00:08:54.200><c> Hardware</c><00:08:54.680><c> or</c><00:08:54.880><c> like</c>

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to us or if you're Hardware or like
 

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to us or if you're Hardware or like
benchmarker<00:08:55.880><c> you</c><00:08:56.040><c> can</c><00:08:56.360><c> use</c><00:08:56.600><c> our</c><00:08:56.880><c> system</c><00:08:57.200><c> to</c><00:08:57.600><c> to</c>

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benchmarker you can use our system to to
 

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benchmarker you can use our system to to
mine<00:08:58.480><c> and</c><00:08:58.720><c> Benchmark</c><00:08:59.240><c> the</c><00:08:59.480><c> these</c><00:08:59.760><c> different</c>

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mine and Benchmark the these different
 

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mine and Benchmark the these different
algorithms<00:09:00.560><c> so</c><00:09:00.680><c> there</c><00:09:00.760><c> are</c><00:09:00.920><c> two</c><00:09:01.360><c> approaches</c>

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algorithms so there are two approaches
 

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algorithms so there are two approaches
either<00:09:02.480><c> you</c><00:09:02.640><c> want</c><00:09:02.720><c> to</c><00:09:02.959><c> provide</c><00:09:03.279><c> a</c><00:09:03.480><c> challenge</c>

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either you want to provide a challenge
 

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either you want to provide a challenge
for<00:09:04.640><c> us</c><00:09:05.279><c> um</c><00:09:05.440><c> or</c><00:09:05.600><c> you</c><00:09:05.720><c> want</c><00:09:05.839><c> to</c><00:09:06.000><c> provide</c><00:09:06.320><c> compute</c>

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for us um or you want to provide compute
 

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for us um or you want to provide compute
or<00:09:07.480><c> maybe</c><00:09:07.640><c> you're</c><00:09:07.800><c> a</c><00:09:07.920><c> developer</c><00:09:08.399><c> you</c><00:09:08.480><c> want</c><00:09:08.560><c> to</c>

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or maybe you're a developer you want to
 

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or maybe you're a developer you want to
provide<00:09:09.040><c> actually</c><00:09:09.279><c> an</c><00:09:09.399><c> algorithm</c><00:09:09.920><c> so</c><00:09:10.079><c> there</c>

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provide actually an algorithm so there
 

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provide actually an algorithm so there
these

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these
 

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these
tracks<00:09:13.760><c> amazing</c><00:09:14.360><c> that's</c><00:09:15.079><c> time</c><00:09:15.519><c> for</c><00:09:15.880><c> us</c><00:09:16.519><c> thank</c>

00:09:16.670 --> 00:09:16.680 align:start position:0%
tracks amazing that's time for us thank
 

00:09:16.680 --> 00:09:19.269 align:start position:0%
tracks amazing that's time for us thank
you<00:09:16.839><c> again</c><00:09:17.480><c> kilan</c><00:09:18.480><c> uh</c><00:09:18.640><c> another</c><00:09:18.959><c> round</c><00:09:19.120><c> of</c>

00:09:19.269 --> 00:09:19.279 align:start position:0%
you again kilan uh another round of
 

00:09:19.279 --> 00:09:22.760 align:start position:0%
you again kilan uh another round of
applause<00:09:19.600><c> for</c><00:09:19.760><c> Killian</c>