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Hi,<00:00:10.880><c> my</c><00:00:11.040><c> name</c><00:00:11.120><c> is</c><00:00:11.280><c> Vasant</c><00:00:11.759><c> Moan.</c><00:00:12.240><c> I</c><00:00:12.559><c> lead</c>

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Hi, my name is Vasant Moan. I lead
 

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Hi, my name is Vasant Moan. I lead
developer<00:00:13.280><c> relations</c><00:00:13.840><c> and</c><00:00:14.160><c> product</c>

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developer relations and product
 

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developer relations and product
marketing<00:00:14.880><c> at</c><00:00:15.200><c> Salanova.</c><00:00:16.240><c> Uh,</c><00:00:16.480><c> Salanova</c><00:00:17.119><c> is</c><00:00:17.199><c> a</c>

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marketing at Salanova. Uh, Salanova is a
 

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marketing at Salanova. Uh, Salanova is a
hardware<00:00:17.760><c> company</c><00:00:18.400><c> uh</c><00:00:18.480><c> that's</c><00:00:18.800><c> been</c><00:00:18.880><c> around</c>

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hardware company uh that's been around
 

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hardware company uh that's been around
since<00:00:19.439><c> 2017</c><00:00:20.320><c> building</c><00:00:20.800><c> AI</c><00:00:21.199><c> chips</c><00:00:21.600><c> and</c><00:00:21.920><c> chips</c>

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since 2017 building AI chips and chips
 

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since 2017 building AI chips and chips
that<00:00:22.320><c> are</c><00:00:22.480><c> purpose-built</c><00:00:23.039><c> for</c><00:00:23.279><c> for</c><00:00:23.680><c> AI</c><00:00:24.000><c> and</c><00:00:24.160><c> a</c>

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that are purpose-built for for AI and a
 

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that are purpose-built for for AI and a
lot<00:00:24.320><c> of</c><00:00:24.400><c> the</c><00:00:24.560><c> workloads</c><00:00:24.960><c> that</c><00:00:25.039><c> that</c><00:00:25.359><c> we're</c>

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lot of the workloads that that we're
 

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lot of the workloads that that we're
seeing<00:00:25.760><c> in</c><00:00:26.000><c> the</c><00:00:26.160><c> market</c><00:00:26.400><c> today.</c><00:00:27.359><c> So,</c><00:00:28.160><c> uh,</c><00:00:28.560><c> it's</c>

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seeing in the market today. So, uh, it's
 

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seeing in the market today. So, uh, it's
been<00:00:29.279><c> really</c><00:00:29.599><c> remarkable</c><00:00:30.320><c> since</c><00:00:30.560><c> I've</c><00:00:30.800><c> joined</c>

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been really remarkable since I've joined
 

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been really remarkable since I've joined
Salmanova.<00:00:31.840><c> Uh,</c><00:00:32.079><c> we</c><00:00:32.320><c> launched</c><00:00:32.559><c> our</c><00:00:32.880><c> cloud</c>

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Salmanova. Uh, we launched our cloud
 

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Salmanova. Uh, we launched our cloud
product<00:00:33.840><c> to</c><00:00:34.079><c> make</c><00:00:34.160><c> it</c><00:00:34.399><c> really</c><00:00:34.640><c> easy</c><00:00:34.880><c> for</c>

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product to make it really easy for
 

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product to make it really easy for
developers<00:00:35.680><c> to</c><00:00:35.920><c> get</c><00:00:36.239><c> into</c><00:00:36.800><c> into</c><00:00:37.120><c> AI</c><00:00:37.440><c> and</c><00:00:37.680><c> start</c>

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developers to get into into AI and start
 

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developers to get into into AI and start
building<00:00:38.079><c> with</c><00:00:38.320><c> them</c><00:00:39.040><c> uh,</c><00:00:39.200><c> about</c><00:00:39.360><c> a</c><00:00:39.520><c> year</c><00:00:39.600><c> ago,</c>

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building with them uh, about a year ago,
 

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building with them uh, about a year ago,
right<00:00:40.480><c> before</c><00:00:40.719><c> I</c><00:00:40.879><c> joined.</c><00:00:41.280><c> And</c><00:00:41.520><c> it's</c><00:00:41.760><c> been</c>

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right before I joined. And it's been
 

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right before I joined. And it's been
absolutely<00:00:42.640><c> amazing</c><00:00:43.440><c> to</c><00:00:43.760><c> see</c><00:00:44.079><c> not</c><00:00:44.320><c> only</c><00:00:44.640><c> kind</c>

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absolutely amazing to see not only kind
 

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absolutely amazing to see not only kind
of<00:00:45.120><c> the</c><00:00:45.280><c> the</c><00:00:45.760><c> transitional</c><00:00:46.800><c> uh,</c><00:00:47.200><c> ecosystem</c>

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of the the transitional uh, ecosystem
 

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of the the transitional uh, ecosystem
that<00:00:48.000><c> we're</c><00:00:48.160><c> seeing</c><00:00:48.559><c> happen</c><00:00:48.800><c> with</c><00:00:49.039><c> AI,</c><00:00:49.440><c> but</c>

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that we're seeing happen with AI, but
 

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that we're seeing happen with AI, but
also<00:00:49.920><c> the</c><00:00:50.079><c> developers</c><00:00:50.480><c> that</c><00:00:50.719><c> are</c><00:00:50.879><c> using</c><00:00:51.200><c> our</c>

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also the developers that are using our
 

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also the developers that are using our
samba<00:00:51.760><c> cloud</c><00:00:52.079><c> and</c><00:00:52.320><c> building</c><00:00:52.719><c> amazing</c>

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samba cloud and building amazing
 

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samba cloud and building amazing
applications<00:00:53.760><c> on</c><00:00:54.000><c> top</c><00:00:54.160><c> of</c><00:00:54.239><c> it.</c><00:00:54.559><c> Whether</c>

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applications on top of it. Whether
 

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applications on top of it. Whether
that's<00:00:55.280><c> in</c><00:00:55.520><c> coding,</c><00:00:56.079><c> whether</c><00:00:56.399><c> that's</c><00:00:56.719><c> in</c>

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that's in coding, whether that's in
 

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that's in coding, whether that's in
consumer,<00:00:57.840><c> whether</c><00:00:58.160><c> that's</c><00:00:58.399><c> in</c><00:00:59.039><c> creative</c>

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consumer, whether that's in creative
 

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consumer, whether that's in creative
writing,<00:00:59.840><c> etc.</c><00:01:00.160><c> Right?</c><00:01:00.399><c> There's</c><00:01:00.640><c> a</c><00:01:00.719><c> bunch</c><00:01:00.879><c> of</c>

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writing, etc. Right? There's a bunch of
 

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writing, etc. Right? There's a bunch of
use<00:01:01.280><c> cases</c><00:01:01.600><c> that</c><00:01:01.760><c> that</c><00:01:02.160><c> are</c><00:01:02.559><c> are</c><00:01:02.800><c> are</c><00:01:03.039><c> being</c>

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use cases that that are are are being
 

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use cases that that are are are being
built<00:01:03.600><c> in</c><00:01:03.760><c> in</c><00:01:03.920><c> in</c><00:01:04.400><c> the</c><00:01:04.640><c> AI</c><00:01:05.040><c> space</c><00:01:05.280><c> and</c><00:01:05.600><c> with</c>

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built in in in the AI space and with
 

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built in in in the AI space and with
SNOVA<00:01:06.320><c> and</c><00:01:06.479><c> it's</c><00:01:06.880><c> exciting</c><00:01:07.200><c> to</c><00:01:07.360><c> see</c><00:01:07.439><c> that</c><00:01:07.680><c> all</c>

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SNOVA and it's exciting to see that all
 

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SNOVA and it's exciting to see that all
flourish<00:01:08.560><c> um</c><00:01:08.960><c> even</c><00:01:09.200><c> even</c><00:01:09.520><c> to</c><00:01:09.680><c> today.</c><00:01:10.640><c> Reliable</c>

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flourish um even even to today. Reliable
 

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flourish um even even to today. Reliable
AI<00:01:12.320><c> uh</c><00:01:12.799><c> really</c><00:01:13.119><c> means</c><00:01:13.600><c> that</c><00:01:14.560><c> we</c><00:01:14.799><c> are</c><00:01:15.600><c> building</c>

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AI uh really means that we are building
 

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AI uh really means that we are building
systems<00:01:16.720><c> and</c><00:01:17.200><c> not</c><00:01:17.439><c> just</c><00:01:17.680><c> models</c><00:01:18.159><c> but</c><00:01:18.479><c> also</c>

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systems and not just models but also
 

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systems and not just models but also
agents<00:01:19.759><c> and</c><00:01:20.080><c> applications</c><00:01:21.360><c> that</c><00:01:21.840><c> are</c>

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agents and applications that are
 

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agents and applications that are
reliable,<00:01:23.040><c> robust</c><00:01:24.159><c> uh</c><00:01:24.479><c> and</c><00:01:24.799><c> and</c><00:01:24.880><c> and</c><00:01:25.520><c> accurate</c>

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reliable, robust uh and and and accurate
 

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reliable, robust uh and and and accurate
in<00:01:26.240><c> in</c><00:01:26.560><c> answering</c><00:01:27.439><c> um</c><00:01:27.600><c> and</c><00:01:27.759><c> and</c><00:01:28.080><c> helping</c><00:01:28.479><c> add</c>

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in in answering um and and helping add
 

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in in answering um and and helping add
value<00:01:29.119><c> in</c><00:01:29.439><c> in</c><00:01:29.759><c> into</c><00:01:30.080><c> the</c><00:01:30.240><c> ecosystem.</c><00:01:31.360><c> Um</c><00:01:31.759><c> the</c>

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value in in into the ecosystem. Um the
 

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value in in into the ecosystem. Um the
challenge<00:01:32.320><c> that</c><00:01:32.720><c> I</c><00:01:32.960><c> think</c><00:01:33.439><c> a</c><00:01:33.759><c> lot</c><00:01:33.840><c> of</c><00:01:34.000><c> people</c>

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challenge that I think a lot of people
 

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challenge that I think a lot of people
and<00:01:34.400><c> a</c><00:01:34.560><c> lot</c><00:01:34.640><c> of</c><00:01:34.720><c> enterprises</c><00:01:35.280><c> are</c><00:01:35.439><c> are</c><00:01:35.759><c> facing</c>

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and a lot of enterprises are are facing
 

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and a lot of enterprises are are facing
today<00:01:36.479><c> is</c><00:01:36.799><c> that</c><00:01:37.840><c> naturally</c><00:01:38.320><c> these</c><00:01:38.640><c> these</c><00:01:39.040><c> AI</c>

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today is that naturally these these AI
 

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today is that naturally these these AI
models<00:01:39.600><c> are</c><00:01:39.759><c> not</c><00:01:39.920><c> perfect</c><00:01:40.240><c> in</c><00:01:40.479><c> the</c><00:01:40.560><c> same</c><00:01:40.720><c> way</c>

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models are not perfect in the same way
 

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models are not perfect in the same way
that<00:01:40.960><c> humans</c><00:01:41.280><c> are</c><00:01:41.439><c> not</c><00:01:41.600><c> perfect</c><00:01:41.840><c> and</c><00:01:42.000><c> so</c><00:01:42.079><c> they</c>

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that humans are not perfect and so they
 

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that humans are not perfect and so they
tend<00:01:42.479><c> to</c><00:01:42.640><c> hallucinate</c><00:01:43.119><c> a</c><00:01:43.280><c> lot</c><00:01:43.439><c> but</c><00:01:43.680><c> quite</c>

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tend to hallucinate a lot but quite
 

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tend to hallucinate a lot but quite
frankly<00:01:44.240><c> for</c><00:01:44.720><c> a</c><00:01:45.040><c> lot</c><00:01:45.119><c> of</c><00:01:45.439><c> real</c><00:01:45.759><c> world</c><00:01:45.920><c> use</c>

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frankly for a lot of real world use
 

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frankly for a lot of real world use
cases<00:01:46.720><c> that's</c><00:01:46.960><c> that's</c><00:01:47.360><c> not</c><00:01:47.520><c> good</c><00:01:47.680><c> enough</c><00:01:48.000><c> and</c>

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cases that's that's not good enough and
 

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cases that's that's not good enough and
so<00:01:48.960><c> um</c><00:01:49.439><c> it's</c><00:01:49.920><c> figuring</c><00:01:50.320><c> out</c><00:01:50.640><c> how</c><00:01:50.880><c> can</c><00:01:51.040><c> we</c>

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so um it's figuring out how can we
 

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so um it's figuring out how can we
define<00:01:51.759><c> problems</c><00:01:52.320><c> and</c><00:01:52.640><c> problem</c><00:01:52.960><c> sets</c><00:01:53.920><c> um</c><00:01:54.159><c> that</c>

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define problems and problem sets um that
 

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define problems and problem sets um that
are<00:01:55.520><c> contained</c><00:01:56.399><c> but</c><00:01:56.880><c> so</c><00:01:57.040><c> that</c><00:01:57.280><c> AI</c><00:01:58.000><c> uh</c><00:01:58.479><c> models</c>

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are contained but so that AI uh models
 

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are contained but so that AI uh models
can<00:01:59.040><c> come</c><00:01:59.119><c> in</c><00:01:59.280><c> and</c><00:01:59.520><c> AI</c><00:01:59.759><c> agents</c><00:02:00.159><c> can</c><00:02:00.399><c> come</c><00:02:00.479><c> in</c>

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can come in and AI agents can come in
 

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can come in and AI agents can come in
and<00:02:00.960><c> solve</c><00:02:01.200><c> those</c><00:02:01.360><c> problems</c><00:02:01.680><c> with</c><00:02:01.840><c> a</c><00:02:02.000><c> much</c>

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and solve those problems with a much
 

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and solve those problems with a much
more<00:02:02.880><c> uh</c><00:02:03.040><c> big</c><00:02:03.360><c> reliability</c><00:02:04.240><c> as</c><00:02:04.479><c> opposed</c><00:02:04.799><c> to</c>

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more uh big reliability as opposed to
 

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more uh big reliability as opposed to
having<00:02:05.680><c> some</c><00:02:06.079><c> broad</c><00:02:06.399><c> generic</c><00:02:07.280><c> uh</c><00:02:07.439><c> type</c><00:02:07.600><c> of</c><00:02:07.759><c> use</c>

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having some broad generic uh type of use
 

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having some broad generic uh type of use
case<00:02:08.319><c> that</c><00:02:08.959><c> you</c><00:02:09.119><c> you</c><00:02:09.440><c> may</c><00:02:09.520><c> or</c><00:02:09.759><c> may</c><00:02:09.920><c> not</c><00:02:10.080><c> get</c>

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case that you you may or may not get
 

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case that you you may or may not get
100%<00:02:10.959><c> accuracy</c><00:02:11.520><c> in.</c><00:02:12.239><c> I</c><00:02:12.480><c> think</c><00:02:12.560><c> the</c><00:02:12.640><c> the</c><00:02:13.040><c> big</c>

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100% accuracy in. I think the the big
 

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100% accuracy in. I think the the big
thing<00:02:13.760><c> for</c><00:02:14.000><c> for</c><00:02:14.560><c> reliable</c><00:02:15.040><c> AI</c><00:02:15.360><c> to</c><00:02:15.599><c> be</c>

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thing for for reliable AI to be
 

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thing for for reliable AI to be
successful<00:02:16.080><c> and</c><00:02:16.239><c> that</c><00:02:16.319><c> that</c><00:02:16.640><c> was</c><00:02:16.720><c> part</c><00:02:16.800><c> of</c><00:02:16.879><c> the</c>

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successful and that that was part of the
 

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successful and that that was part of the
talk<00:02:17.200><c> that</c><00:02:17.360><c> that</c><00:02:17.599><c> I</c><00:02:17.760><c> gave</c><00:02:18.000><c> here</c><00:02:18.319><c> at</c><00:02:18.560><c> at</c><00:02:18.800><c> AI</c><00:02:19.120><c> by</c>

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talk that that I gave here at at AI by
 

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talk that that I gave here at at AI by
the<00:02:19.360><c> Bay</c><00:02:20.080><c> is</c><00:02:20.400><c> that</c><00:02:21.120><c> we</c><00:02:21.440><c> need</c><00:02:21.520><c> to</c><00:02:21.680><c> build</c><00:02:21.920><c> agents</c>

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the Bay is that we need to build agents
 

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the Bay is that we need to build agents
that<00:02:22.800><c> are</c><00:02:23.599><c> really</c><00:02:23.920><c> have</c><00:02:24.080><c> that</c><00:02:24.319><c> kind</c><00:02:24.480><c> of</c>

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that are really have that kind of
 

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that are really have that kind of
defined<00:02:25.280><c> concept</c><00:02:25.680><c> and</c><00:02:25.920><c> then</c><00:02:26.080><c> it's</c><00:02:26.319><c> really</c>

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defined concept and then it's really
 

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defined concept and then it's really
about<00:02:26.720><c> once</c><00:02:27.040><c> you</c><00:02:27.200><c> have</c><00:02:27.280><c> a</c><00:02:27.440><c> defined</c><00:02:27.840><c> problem</c>

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about once you have a defined problem
 

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about once you have a defined problem
and<00:02:28.640><c> it's</c><00:02:29.120><c> now</c><00:02:29.520><c> how</c><00:02:29.840><c> how</c><00:02:30.080><c> do</c><00:02:30.160><c> I</c><00:02:30.319><c> give</c><00:02:30.480><c> the</c><00:02:30.640><c> AI</c>

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and it's now how how do I give the AI
 

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and it's now how how do I give the AI
enough<00:02:31.440><c> information</c><00:02:32.239><c> enough</c><00:02:32.720><c> access</c><00:02:33.040><c> to</c><00:02:33.200><c> the</c>

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enough information enough access to the
 

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enough information enough access to the
right<00:02:33.599><c> tools</c><00:02:34.560><c> not</c><00:02:34.720><c> enough</c><00:02:35.040><c> that</c><00:02:35.280><c> it</c><00:02:35.599><c> goes</c><00:02:35.840><c> off</c>

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right tools not enough that it goes off
 

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right tools not enough that it goes off
the<00:02:36.239><c> rails</c><00:02:36.640><c> and</c><00:02:36.879><c> and</c><00:02:37.280><c> does</c><00:02:37.519><c> things</c><00:02:37.760><c> like</c>

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the rails and and does things like
 

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the rails and and does things like
deletes<00:02:38.400><c> your</c><00:02:38.560><c> entire</c><00:02:38.879><c> database</c><00:02:39.760><c> but</c><00:02:40.000><c> but</c>

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deletes your entire database but but
 

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deletes your entire database but but
just<00:02:40.879><c> the</c><00:02:41.120><c> right</c><00:02:41.280><c> amount</c><00:02:41.519><c> of</c><00:02:41.599><c> permission</c><00:02:42.160><c> so</c>

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just the right amount of permission so
 

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just the right amount of permission so
that<00:02:42.480><c> it</c><00:02:42.720><c> can</c><00:02:42.879><c> successfully</c><00:02:43.519><c> solve</c><00:02:43.920><c> customer</c>

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that it can successfully solve customer
 

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that it can successfully solve customer
tasks<00:02:45.120><c> and</c><00:02:45.360><c> and</c><00:02:46.160><c> uh</c><00:02:46.720><c> make</c><00:02:47.120><c> make</c><00:02:47.599><c> a</c><00:02:47.840><c> lot</c><00:02:48.000><c> more</c>

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tasks and and uh make make a lot more
 

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tasks and and uh make make a lot more
value<00:02:48.959><c> um</c>

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value um
 

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value um
what<00:02:50.720><c> I</c><00:02:50.879><c> was</c><00:02:51.040><c> saying</c><00:02:51.200><c> there</c><00:02:52.080><c> add</c><00:02:52.319><c> a</c><00:02:52.480><c> lot</c><00:02:52.560><c> more</c>

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what I was saying there add a lot more
 

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what I was saying there add a lot more
value<00:02:53.519><c> um</c><00:02:54.560><c> to</c><00:02:54.959><c> to</c><00:02:55.840><c> uh</c><00:02:56.000><c> a</c><00:02:56.239><c> lot</c><00:02:56.319><c> of</c><00:02:56.400><c> the</c><00:02:56.480><c> the</c><00:02:56.720><c> use</c>

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value um to to uh a lot of the the use
 

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value um to to uh a lot of the the use
cases<00:02:57.200><c> and</c><00:02:57.360><c> problems</c><00:02:57.599><c> that</c><00:02:57.760><c> we</c><00:02:57.840><c> have</c><00:02:57.920><c> in</c><00:02:58.080><c> the</c>

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cases and problems that we have in the
 

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cases and problems that we have in the
world<00:02:58.319><c> today.</c><00:02:59.680><c> I</c><00:02:59.920><c> think</c><00:03:00.000><c> the</c><00:03:00.160><c> AI</c><00:03:00.480><c> stack</c><00:03:00.879><c> is</c><00:03:01.120><c> is</c>

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world today. I think the AI stack is is
 

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world today. I think the AI stack is is
going<00:03:01.680><c> to</c><00:03:01.840><c> look</c><00:03:02.080><c> very</c><00:03:02.319><c> very</c><00:03:02.640><c> different</c><00:03:02.879><c> for</c>

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going to look very very different for
 

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going to look very very different for
for<00:03:04.560><c> various</c><00:03:04.959><c> different</c><00:03:05.200><c> use</c><00:03:05.440><c> cases</c><00:03:05.840><c> that</c>

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for various different use cases that
 

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for various different use cases that
that<00:03:06.319><c> we're</c><00:03:06.560><c> seeing.</c><00:03:06.959><c> Um,</c><00:03:07.360><c> and</c><00:03:07.519><c> and</c><00:03:07.760><c> the</c><00:03:07.920><c> stack</c>

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that we're seeing. Um, and and the stack
 

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that we're seeing. Um, and and the stack
starts<00:03:08.640><c> all</c><00:03:08.879><c> the</c><00:03:08.959><c> way</c><00:03:09.040><c> at</c><00:03:09.280><c> that</c><00:03:09.440><c> chiplet</c><00:03:09.920><c> and</c>

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starts all the way at that chiplet and
 

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starts all the way at that chiplet and
hardware<00:03:10.640><c> layer</c><00:03:11.200><c> all</c><00:03:11.360><c> the</c><00:03:11.519><c> way</c><00:03:11.680><c> up</c><00:03:11.920><c> to</c><00:03:12.159><c> the</c>

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hardware layer all the way up to the
 

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hardware layer all the way up to the
framework<00:03:12.800><c> and</c><00:03:13.040><c> tools</c><00:03:13.280><c> that</c><00:03:13.440><c> that</c><00:03:13.760><c> you</c><00:03:13.920><c> use.</c>

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framework and tools that that you use.
 

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framework and tools that that you use.
And<00:03:14.319><c> that's</c><00:03:14.560><c> that</c><00:03:15.120><c> the</c><00:03:15.360><c> there's</c><00:03:15.680><c> different</c>

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And that's that the there's different
 

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And that's that the there's different
slots<00:03:16.239><c> that</c><00:03:16.400><c> that</c><00:03:16.720><c> will</c><00:03:16.959><c> match</c><00:03:17.200><c> in</c><00:03:17.440><c> and</c><00:03:17.599><c> out</c>

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slots that that will match in and out
 

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slots that that will match in and out
for<00:03:17.920><c> for</c><00:03:18.319><c> various</c><00:03:18.720><c> different</c><00:03:18.879><c> use</c><00:03:19.120><c> cases</c><00:03:19.360><c> that</c>

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for for various different use cases that
 

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for for various different use cases that
you<00:03:19.760><c> see.</c><00:03:20.319><c> At</c><00:03:20.560><c> Salmanova,</c><00:03:21.280><c> we're</c><00:03:21.519><c> we're</c><00:03:21.680><c> very</c>

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you see. At Salmanova, we're we're very
 

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you see. At Salmanova, we're we're very
focused<00:03:22.159><c> at</c><00:03:22.400><c> that</c><00:03:22.640><c> bottommost</c><00:03:23.360><c> layer</c><00:03:23.519><c> at</c><00:03:23.680><c> the</c>

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focused at that bottommost layer at the
 

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focused at that bottommost layer at the
chip<00:03:24.080><c> and</c><00:03:24.319><c> hardware</c><00:03:24.879><c> layer</c><00:03:25.280><c> and</c><00:03:25.599><c> providing</c><00:03:26.080><c> a</c>

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chip and hardware layer and providing a
 

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chip and hardware layer and providing a
solution<00:03:26.800><c> that's</c><00:03:27.200><c> a</c><00:03:27.360><c> lot</c><00:03:27.519><c> more</c><00:03:27.760><c> energy</c>

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solution that's a lot more energy
 

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solution that's a lot more energy
efficient<00:03:28.720><c> and</c><00:03:29.040><c> green</c><00:03:29.680><c> for</c><00:03:30.000><c> for</c><00:03:30.319><c> the</c>

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efficient and green for for the
 

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efficient and green for for the
ecosystem<00:03:31.200><c> so</c><00:03:31.440><c> that</c><00:03:31.760><c> you're</c><00:03:32.000><c> using</c><00:03:32.239><c> a</c><00:03:32.400><c> lot</c>

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ecosystem so that you're using a lot
 

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ecosystem so that you're using a lot
less<00:03:32.799><c> power</c><00:03:33.120><c> when</c><00:03:33.360><c> you're</c><00:03:33.599><c> building</c><00:03:34.640><c> um</c><00:03:35.120><c> uh</c>

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less power when you're building um uh
 

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less power when you're building um uh
and<00:03:35.680><c> building</c><00:03:36.000><c> these</c><00:03:36.319><c> AI</c><00:03:37.120><c> AI</c><00:03:37.599><c> systems.</c><00:03:38.319><c> So</c>

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and building these AI AI systems. So
 

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and building these AI AI systems. So
when<00:03:38.720><c> you're</c><00:03:38.879><c> using</c><00:03:39.040><c> AI</c><00:03:39.440><c> inference</c><00:03:39.840><c> and</c>

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when you're using AI inference and
 

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when you're using AI inference and
you're<00:03:40.159><c> using</c><00:03:40.959><c> um</c><00:03:41.120><c> an</c><00:03:41.360><c> AI</c><00:03:41.680><c> model,</c><00:03:42.080><c> you</c><00:03:42.319><c> want</c>

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you're using um an AI model, you want
 

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you're using um an AI model, you want
that<00:03:42.560><c> to</c><00:03:42.799><c> use</c><00:03:42.959><c> the</c><00:03:43.120><c> least</c><00:03:43.360><c> amount</c><00:03:43.519><c> of</c><00:03:43.599><c> power.</c>

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that to use the least amount of power.
 

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that to use the least amount of power.
The<00:03:44.239><c> SNOVA</c><00:03:44.959><c> chips</c><00:03:45.519><c> do</c><00:03:45.760><c> that</c><00:03:46.000><c> significantly</c>

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The SNOVA chips do that significantly
 

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The SNOVA chips do that significantly
better<00:03:46.799><c> than</c><00:03:46.959><c> the</c><00:03:47.120><c> GPUs.</c><00:03:47.760><c> And</c><00:03:48.000><c> we</c><00:03:48.159><c> we</c><00:03:48.560><c> expect</c>

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better than the GPUs. And we we expect
 

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better than the GPUs. And we we expect
to<00:03:48.959><c> see</c><00:03:49.120><c> kind</c><00:03:49.280><c> of</c><00:03:49.840><c> as</c><00:03:50.159><c> we</c><00:03:50.400><c> get</c><00:03:50.640><c> to</c><00:03:51.120><c> a</c><00:03:51.440><c> world</c><00:03:51.760><c> and</c>

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to see kind of as we get to a world and
 

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to see kind of as we get to a world and
ecosystem<00:03:52.400><c> that's</c><00:03:52.879><c> really</c><00:03:53.280><c> power</c><00:03:53.680><c> starved</c>

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ecosystem that's really power starved
 

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ecosystem that's really power starved
when<00:03:54.239><c> it</c><00:03:54.400><c> comes</c><00:03:54.560><c> to</c><00:03:54.640><c> to</c><00:03:54.959><c> deploying</c><00:03:55.280><c> these</c><00:03:55.440><c> AI</c>

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when it comes to to deploying these AI
 

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when it comes to to deploying these AI
uh<00:03:56.400><c> systems</c><00:03:56.720><c> out</c><00:03:56.959><c> in</c><00:03:57.120><c> the</c><00:03:57.200><c> wild,</c><00:03:57.519><c> but</c><00:03:57.840><c> demand</c>

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uh systems out in the wild, but demand
 

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uh systems out in the wild, but demand
is<00:03:58.319><c> increasing.</c><00:03:58.879><c> You</c><00:03:59.040><c> need</c><00:03:59.120><c> to</c><00:03:59.280><c> use</c><00:03:59.439><c> that</c>

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is increasing. You need to use that
 

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is increasing. You need to use that
energy<00:03:59.920><c> a</c><00:04:00.080><c> lot</c><00:04:00.239><c> more</c><00:04:00.400><c> efficiently.</c><00:04:01.360><c> And</c><00:04:01.439><c> and</c>

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energy a lot more efficiently. And and
 

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energy a lot more efficiently. And and
so<00:04:01.920><c> we're</c><00:04:02.159><c> focused</c><00:04:02.400><c> on</c><00:04:02.640><c> helping</c><00:04:03.040><c> helping</c>

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so we're focused on helping helping
 

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so we're focused on helping helping
solve<00:04:03.680><c> that</c><00:04:04.480><c> uh</c><00:04:04.799><c> up</c><00:04:04.959><c> the</c><00:04:05.200><c> stack</c><00:04:05.439><c> from</c><00:04:05.680><c> there.</c>

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solve that uh up the stack from there.
 

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solve that uh up the stack from there.
Everything's<00:04:06.640><c> kind</c><00:04:06.720><c> of</c><00:04:06.799><c> interoperable.</c>

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Everything's kind of interoperable.
 

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Everything's kind of interoperable.
Whether<00:04:07.760><c> that's</c><00:04:07.920><c> the</c><00:04:08.159><c> models,</c><00:04:08.560><c> whether</c>

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Whether that's the models, whether
 

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Whether that's the models, whether
that's<00:04:08.959><c> the</c><00:04:09.120><c> agentic</c><00:04:09.680><c> frameworks,</c><00:04:10.480><c> whether</c>

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that's the agentic frameworks, whether
 

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that's the agentic frameworks, whether
that's<00:04:11.120><c> the</c><00:04:11.360><c> interface</c><00:04:11.920><c> that</c><00:04:12.080><c> that</c><00:04:12.400><c> you</c>

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that's the interface that that you
 

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that's the interface that that you
actually<00:04:12.879><c> interface</c><00:04:13.360><c> and</c><00:04:13.519><c> work</c><00:04:13.680><c> with</c><00:04:13.840><c> these</c>

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actually interface and work with these
 

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actually interface and work with these
agents,<00:04:14.799><c> that</c><00:04:14.959><c> can</c><00:04:15.120><c> all</c><00:04:15.280><c> mix</c><00:04:15.439><c> and</c><00:04:15.599><c> match</c><00:04:15.840><c> and</c>

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agents, that can all mix and match and
 

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agents, that can all mix and match and
that's<00:04:16.160><c> going</c><00:04:16.239><c> to</c><00:04:16.320><c> be</c><00:04:16.479><c> custom</c><00:04:16.799><c> dependent.</c><00:04:17.199><c> But</c>

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that's going to be custom dependent. But
 

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that's going to be custom dependent. But
at<00:04:17.519><c> at</c><00:04:17.680><c> the</c><00:04:17.840><c> base</c><00:04:18.160><c> that</c><00:04:18.320><c> that</c><00:04:18.639><c> base</c><00:04:19.040><c> layer,</c><00:04:19.440><c> we</c>

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at at the base that that base layer, we
 

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at at the base that that base layer, we
want<00:04:19.680><c> to</c><00:04:19.840><c> make</c><00:04:19.919><c> sure</c><00:04:20.000><c> that</c><00:04:20.239><c> those</c><00:04:20.400><c> chips</c><00:04:20.799><c> are</c>

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want to make sure that those chips are
 

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want to make sure that those chips are
are<00:04:21.120><c> are</c><00:04:21.680><c> efficient</c><00:04:22.079><c> and</c><00:04:22.240><c> and</c><00:04:22.960><c> um</c><00:04:23.600><c> widely</c>

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are are efficient and and um widely
 

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are are efficient and and um widely
accessible<00:04:24.400><c> for</c><00:04:24.639><c> for</c><00:04:24.960><c> developers</c><00:04:25.360><c> and</c>

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accessible for for developers and
 

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accessible for for developers and
enterprises<00:04:26.000><c> to</c><00:04:26.160><c> to</c><00:04:26.400><c> use</c><00:04:26.560><c> around</c><00:04:26.800><c> the</c><00:04:26.960><c> world.</c>

