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you

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you
 

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you
[Music]

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you

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I<00:00:19.700><c> guess</c><00:00:20.700><c> I</c><00:00:20.880><c> mean</c><00:00:21.000><c> generally</c><00:00:21.420><c> speaking</c><00:00:21.689><c> it</c>

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I guess I mean generally speaking it
 

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I guess I mean generally speaking it
means<00:00:22.710><c> any</c><00:00:23.310><c> type</c><00:00:23.730><c> of</c><00:00:23.759><c> machine</c><00:00:24.540><c> aided</c><00:00:25.140><c> kind</c><00:00:25.500><c> of</c>

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means any type of machine aided kind of
 

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means any type of machine aided kind of
intelligence<00:00:26.160><c> i</c><00:00:26.250><c> guess</c><00:00:26.369><c> i'm</c><00:00:26.730><c> using</c>

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intelligence i guess i'm using
 

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intelligence i guess i'm using
intelligent<00:00:27.570><c> 2nite</c><00:00:27.930><c> in</c><00:00:28.079><c> the</c><00:00:28.200><c> actual</c>

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intelligent 2nite in the actual
 

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intelligent 2nite in the actual
definition<00:00:29.329><c> but</c><00:00:30.329><c> basically</c><00:00:30.779><c> instead</c><00:00:31.619><c> of</c><00:00:31.769><c> kind</c>

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definition but basically instead of kind
 

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definition but basically instead of kind
of<00:00:32.059><c> directly</c><00:00:33.230><c> creating</c><00:00:34.230><c> exactly</c><00:00:34.739><c> what</c><00:00:35.309><c> we're</c>

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of directly creating exactly what we're
 

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of directly creating exactly what we're
looking<00:00:35.489><c> for</c><00:00:35.730><c> I</c><00:00:36.449><c> think</c><00:00:37.140><c> the</c><00:00:37.440><c> ability</c><00:00:37.860><c> to</c><00:00:38.129><c> learn</c>

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looking for I think the ability to learn
 

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looking for I think the ability to learn
and<00:00:38.640><c> to</c><00:00:38.879><c> change</c><00:00:39.089><c> based</c><00:00:39.540><c> on</c><00:00:39.690><c> feedback</c><00:00:39.989><c> is</c><00:00:40.410><c> kind</c>

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and to change based on feedback is kind
 

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and to change based on feedback is kind
of<00:00:41.460><c> like</c><00:00:41.519><c> the</c><00:00:41.670><c> high</c><00:00:42.269><c> level</c><00:00:42.420><c> understanding</c><00:00:42.720><c> of</c>

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of like the high level understanding of
 

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of like the high level understanding of
what<00:00:43.800><c> AI</c><00:00:43.980><c> would</c><00:00:44.280><c> be</c><00:00:44.460><c> as</c><00:00:45.330><c> compared</c><00:00:45.720><c> to</c><00:00:45.780><c> non</c><00:00:46.530><c> a</c>

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what AI would be as compared to non a
 

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what AI would be as compared to non a
application<00:00:51.500><c> I'm</c><00:00:52.500><c> unless</c><00:00:53.160><c> I</c><00:00:53.520><c> guess</c><00:00:53.789><c> I</c><00:00:54.230><c> don't</c>

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application I'm unless I guess I don't
 

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application I'm unless I guess I don't
have<00:00:55.350><c> any</c><00:00:55.469><c> specific</c><00:00:55.829><c> examples</c><00:00:56.480><c> where</c><00:00:57.480><c> I</c><00:00:57.510><c> can</c>

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have any specific examples where I can
 

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have any specific examples where I can
point<00:00:57.899><c> to</c><00:00:58.079><c> I'm</c><00:00:58.890><c> excited</c><00:00:59.190><c> particularly</c><00:01:00.000><c> you</c>

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point to I'm excited particularly you
 

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point to I'm excited particularly you
know<00:01:00.300><c> we</c><00:01:00.480><c> need</c><00:01:00.510><c> conversational</c><00:01:01.940><c> analytics</c><00:01:02.940><c> so</c>

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know we need conversational analytics so
 

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know we need conversational analytics so
we<00:01:03.149><c> see</c><00:01:03.719><c> a</c><00:01:03.960><c> lot</c><00:01:04.199><c> of</c><00:01:04.259><c> a</c><00:01:04.619><c> lot</c><00:01:04.890><c> of</c><00:01:05.009><c> data</c><00:01:05.160><c> right</c><00:01:05.369><c> now</c>

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we see a lot of a lot of data right now
 

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we see a lot of a lot of data right now
and<00:01:05.759><c> so</c><00:01:06.119><c> we're</c><00:01:06.270><c> seeing</c><00:01:06.450><c> a</c><00:01:06.720><c> ton</c><00:01:07.229><c> of</c>

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and so we're seeing a ton of
 

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and so we're seeing a ton of
conversations<00:01:07.950><c> at</c><00:01:08.070><c> dashpot</c><00:01:08.280><c> where</c><00:01:09.270><c> I'm</c>

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conversations at dashpot where I'm
 

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conversations at dashpot where I'm
particularly<00:01:09.840><c> excited</c><00:01:10.080><c> about</c><00:01:10.380><c> AI</c><00:01:10.680><c> having</c><00:01:11.039><c> an</c>

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particularly excited about AI having an
 

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particularly excited about AI having an
influence<00:01:11.520><c> our</c><00:01:12.030><c> kind</c><00:01:12.509><c> of</c><00:01:12.600><c> improving</c><00:01:13.050><c> the</c>

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influence our kind of improving the
 

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influence our kind of improving the
conversational<00:01:14.190><c> interfaces</c><00:01:14.700><c> and</c>

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conversational interfaces and
 

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conversational interfaces and
conversation<00:01:16.560><c> like</c><00:01:16.740><c> we</c><00:01:16.770><c> as</c><00:01:16.979><c> humans</c><00:01:17.360><c> received</c>

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conversation like we as humans received
 

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conversation like we as humans received
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so much feedback from those
 

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so much feedback from those
conversations<00:01:20.460><c> that</c><00:01:20.580><c> we</c><00:01:20.700><c> have</c><00:01:20.850><c> with</c><00:01:21.330><c> one</c>

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conversations that we have with one
 

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conversations that we have with one
another<00:01:21.509><c> I'm</c><00:01:22.259><c> excited</c><00:01:22.740><c> to</c><00:01:22.830><c> see</c><00:01:22.860><c> how</c><00:01:23.250><c> machines</c>

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another I'm excited to see how machines
 

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another I'm excited to see how machines
used<00:01:24.360><c> conversation</c><00:01:24.930><c> as</c><00:01:25.110><c> feedback</c><00:01:25.409><c> help</c><00:01:26.100><c> them</c>

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used conversation as feedback help them
 

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used conversation as feedback help them
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yeah<00:01:33.119><c> i</c><00:01:33.150><c> mean</c><00:01:33.329><c> my</c><00:01:34.320><c> key</c><00:01:34.500><c> focus</c><00:01:34.860><c> with</c><00:01:35.100><c> with</c><00:01:35.909><c> the</c>

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yeah i mean my key focus with with the
 

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yeah i mean my key focus with with the
whole<00:01:36.420><c> AI</c><00:01:36.720><c> and</c><00:01:37.079><c> machine</c><00:01:37.560><c> learning</c><00:01:37.590><c> space</c><00:01:38.070><c> is</c>

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whole AI and machine learning space is
 

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whole AI and machine learning space is
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all around conversation and
 

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all around conversation and
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conversational you I've I'm really
 

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conversational you I've I'm really
excited<00:01:43.460><c> the</c><00:01:44.460><c> police</c><00:01:44.850><c> guys</c><00:01:45.090><c> better</c><00:01:45.509><c> than</c><00:01:45.799><c> all</c>

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excited the police guys better than all
 

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excited the police guys better than all
right<00:01:47.009><c> you</c><00:01:47.220><c> mind</c><00:01:47.399><c> starting</c><00:01:47.610><c> over</c><00:01:47.880><c> yep</c><00:01:48.450><c> what</c>

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right you mind starting over yep what
 

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right you mind starting over yep what
keeps<00:01:48.899><c> you</c><00:01:48.990><c> up</c><00:01:49.020><c> at</c><00:01:49.170><c> night</c><00:01:49.229><c> what</c><00:01:49.560><c> keeps</c><00:01:49.680><c> it</c><00:01:49.830><c> um</c>

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keeps you up at night what keeps it um
 

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keeps you up at night what keeps it um
so<00:01:50.909><c> my</c><00:01:51.030><c> main</c><00:01:51.630><c> I</c><00:01:52.580><c> so</c><00:01:53.580><c> my</c><00:01:53.700><c> main</c><00:01:53.820><c> curiosity</c><00:01:54.450><c> around</c>

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so my main I so my main curiosity around
 

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so my main I so my main curiosity around
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AI and machine learning is all around
 

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AI and machine learning is all around
the<00:01:57.810><c> conversation</c><00:01:58.350><c> space</c><00:01:58.560><c> so</c><00:01:59.159><c> like</c><00:02:00.000><c> the</c><00:02:00.119><c> way</c><00:02:00.240><c> I</c>

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the conversation space so like the way I
 

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the conversation space so like the way I
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see it the web took all of this amazing
 

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see it the web took all of this amazing
information<00:02:03.840><c> and</c><00:02:04.289><c> place</c><00:02:04.470><c> it</c><00:02:04.649><c> and</c><00:02:04.860><c> made</c><00:02:05.100><c> it</c>

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information and place it and made it
 

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information and place it and made it
available<00:02:05.280><c> online</c><00:02:05.700><c> mobile</c><00:02:06.630><c> put</c><00:02:06.899><c> it</c><00:02:07.020><c> in</c><00:02:07.170><c> your</c>

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available online mobile put it in your
 

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available online mobile put it in your
pocket<00:02:07.440><c> and</c><00:02:08.330><c> conversation</c><00:02:09.330><c> is</c><00:02:09.450><c> going</c><00:02:09.539><c> to</c><00:02:09.630><c> make</c>

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pocket and conversation is going to make
 

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pocket and conversation is going to make
it<00:02:09.989><c> even</c><00:02:10.200><c> more</c><00:02:10.440><c> accessible</c><00:02:11.190><c> to</c><00:02:11.310><c> more</c><00:02:11.519><c> of</c><00:02:11.760><c> the</c>

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it even more accessible to more of the
 

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it even more accessible to more of the
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world's population and that's super
 

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world's population and that's super
exciting<00:02:14.489><c> to</c><00:02:14.880><c> me</c><00:02:14.970><c> because</c><00:02:15.000><c> I</c><00:02:15.330><c> think</c><00:02:15.540><c> as</c>

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exciting to me because I think as
 

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exciting to me because I think as
technologists<00:02:16.590><c> were</c><00:02:16.769><c> super</c><00:02:17.370><c> kind</c><00:02:18.330><c> of</c><00:02:18.420><c> fluent</c>

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technologists were super kind of fluent
 

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technologists were super kind of fluent
of<00:02:19.019><c> how</c><00:02:19.920><c> to</c><00:02:19.980><c> access</c><00:02:20.610><c> information</c><00:02:20.819><c> like</c><00:02:21.450><c> I'm</c>

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of how to access information like I'm
 

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of how to access information like I'm
happy<00:02:22.200><c> to</c><00:02:22.319><c> write</c><00:02:22.470><c> a</c><00:02:22.500><c> sequel</c><00:02:22.799><c> query</c><00:02:23.100><c> but</c>

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happy to write a sequel query but
 

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happy to write a sequel query but
conversation<00:02:24.870><c> is</c><00:02:25.140><c> a</c><00:02:25.310><c> natural</c><00:02:26.310><c> interface</c><00:02:26.670><c> that</c>

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conversation is a natural interface that
 

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conversation is a natural interface that
we<00:02:27.660><c> learn</c><00:02:27.989><c> as</c><00:02:28.170><c> humans</c><00:02:28.500><c> the</c><00:02:28.769><c> very</c><00:02:28.980><c> first</c><00:02:29.190><c> way</c><00:02:29.459><c> we</c>

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we learn as humans the very first way we
 

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we learn as humans the very first way we
learn<00:02:29.880><c> how</c><00:02:30.569><c> to</c><00:02:30.630><c> learn</c><00:02:30.870><c> from</c><00:02:31.049><c> each</c><00:02:31.170><c> other</c><00:02:31.380><c> how</c>

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learn how to learn from each other how
 

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learn how to learn from each other how
to<00:02:31.590><c> communicate</c><00:02:31.920><c> with</c><00:02:32.099><c> each</c><00:02:32.220><c> other</c><00:02:32.599><c> so</c><00:02:33.599><c> if</c><00:02:34.019><c> we</c>

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to communicate with each other so if we
 

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to communicate with each other so if we
can<00:02:34.530><c> interface</c><00:02:34.890><c> with</c><00:02:34.950><c> the</c><00:02:35.190><c> information</c>

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can interface with the information
 

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can interface with the information
around<00:02:37.290><c> the</c><00:02:37.440><c> world</c><00:02:37.620><c> through</c><00:02:37.890><c> conversation</c>

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around the world through conversation
 

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around the world through conversation
it's<00:02:39.390><c> going</c><00:02:39.780><c> to</c><00:02:39.959><c> expose</c><00:02:40.530><c> all</c><00:02:40.829><c> of</c><00:02:40.859><c> these</c><00:02:41.130><c> tools</c>

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it's going to expose all of these tools
 

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it's going to expose all of these tools
more<00:02:41.880><c> people</c><00:02:42.060><c> you</c><00:02:42.600><c> know</c><00:02:42.720><c> billions</c><00:02:43.019><c> and</c>

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more people you know billions and
 

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more people you know billions and
billions<00:02:43.530><c> and</c><00:02:43.739><c> more</c><00:02:43.920><c> people</c><00:02:44.100><c> can</c><00:02:44.459><c> confluent</c>

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billions and more people can confluent
 

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billions and more people can confluent
lee<00:02:45.390><c> converse</c><00:02:45.750><c> and</c><00:02:46.079><c> interact</c><00:02:46.680><c> with</c><00:02:46.890><c> machines</c>

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lee converse and interact with machines
 

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lee converse and interact with machines
with<00:02:48.090><c> information</c><00:02:48.660><c> and</c><00:02:48.870><c> that</c><00:02:48.959><c> affects</c><00:02:49.650><c> me</c><00:02:49.799><c> I</c>

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really<00:02:55.739><c> just</c><00:02:55.920><c> enjoyed</c><00:02:56.190><c> how</c><00:02:56.790><c> technical</c><00:02:57.329><c> the</c>

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really just enjoyed how technical the
 

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really just enjoyed how technical the
conversations<00:02:58.230><c> have</c><00:02:58.350><c> been</c><00:02:58.380><c> here</c><00:02:58.829><c> at</c><00:02:59.040><c> by</c><00:02:59.190><c> the</c>

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conversations have been here at by the
 

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conversations have been here at by the
way<00:02:59.459><c> and</c><00:03:00.420><c> meeting</c><00:03:00.959><c> the</c><00:03:01.049><c> people</c><00:03:01.079><c> and</c><00:03:01.620><c> as</c><00:03:01.799><c> much</c>

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way and meeting the people and as much
 

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way and meeting the people and as much
as<00:03:02.340><c> we</c><00:03:02.910><c> are</c><00:03:02.940><c> working</c><00:03:03.750><c> in</c><00:03:04.019><c> technology</c><00:03:04.590><c> it</c>

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as we are working in technology it
 

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as we are working in technology it
really<00:03:05.340><c> is</c><00:03:05.670><c> amazing</c><00:03:06.420><c> to</c><00:03:06.750><c> meet</c><00:03:06.959><c> the</c><00:03:07.410><c> people</c>

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really is amazing to meet the people
 

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really is amazing to meet the people
that<00:03:07.890><c> are</c><00:03:07.920><c> working</c><00:03:08.069><c> on</c><00:03:08.370><c> the</c><00:03:08.459><c> technology</c><00:03:08.870><c> and</c>

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that are working on the technology and
 

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that are working on the technology and
to<00:03:10.079><c> form</c><00:03:10.350><c> these</c><00:03:10.530><c> real</c><00:03:11.040><c> connections</c><00:03:11.519><c> and</c><00:03:11.850><c> have</c>

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to form these real connections and have
 

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to form these real connections and have
great<00:03:12.840><c> conversations</c><00:03:13.130><c> with</c><00:03:14.130><c> humans</c><00:03:14.780><c> about</c>

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great conversations with humans about
 

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great conversations with humans about
computers<00:03:16.200><c> but</c><00:03:16.410><c> that's</c><00:03:17.250><c> that's</c><00:03:17.459><c> what</c><00:03:17.670><c> I</c><00:03:17.700><c> love</c>

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computers but that's that's what I love
 

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computers but that's that's what I love
about<00:03:17.880><c> these</c><00:03:18.120><c> conferences</c>

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about these conferences
 

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about these conferences
you

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you
 

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you
[Music]

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you

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you