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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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well<00:00:20.760><c> I</c><00:00:21.090><c> have</c><00:00:21.270><c> my</c><00:00:21.480><c> definition</c><00:00:22.080><c> of</c><00:00:22.140><c> a</c><00:00:22.290><c> i</c><00:00:22.320><c> i</c><00:00:22.820><c> i</c>

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well I have my definition of a i i i
 

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well I have my definition of a i i i
think<00:00:24.840><c> when</c><00:00:25.140><c> we</c><00:00:25.170><c> have</c><00:00:25.560><c> conversations</c><00:00:26.400><c> with</c>

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think when we have conversations with
 

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think when we have conversations with
people<00:00:26.760><c> and</c><00:00:27.300><c> we</c><00:00:27.510><c> mentioned</c><00:00:27.689><c> the</c><00:00:28.020><c> words</c><00:00:28.320><c> ai</c><00:00:28.619><c> ai</c>

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people and we mentioned the words ai ai
 

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people and we mentioned the words ai ai
conjures<00:00:30.240><c> up</c><00:00:30.420><c> images</c><00:00:30.660><c> of</c><00:00:31.050><c> you</c><00:00:31.890><c> know</c><00:00:32.510><c> freaky</c>

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conjures up images of you know freaky
 

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conjures up images of you know freaky
robots<00:00:33.900><c> jumping</c><00:00:34.440><c> around</c><00:00:34.730><c> or</c><00:00:36.079><c> self-driving</c>

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robots jumping around or self-driving
 

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robots jumping around or self-driving
cars<00:00:37.410><c> at</c><00:00:37.650><c> best</c><00:00:38.000><c> I</c><00:00:39.000><c> think</c><00:00:39.570><c> Mike</c><00:00:39.810><c> definition</c><00:00:40.620><c> is</c>

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cars at best I think Mike definition is
 

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cars at best I think Mike definition is
very<00:00:40.920><c> different</c><00:00:41.160><c> I</c><00:00:41.640><c> think</c><00:00:42.270><c> if</c><00:00:42.390><c> we</c><00:00:42.570><c> will</c><00:00:42.960><c> look</c>

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very different I think if we will look
 

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very different I think if we will look
at<00:00:43.260><c> the</c><00:00:43.640><c> history</c><00:00:44.640><c> of</c><00:00:44.760><c> business</c><00:00:45.329><c> performance</c>

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at the history of business performance
 

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at the history of business performance
for<00:00:46.680><c> example</c><00:00:47.070><c> in</c><00:00:47.190><c> the</c><00:00:47.280><c> last</c><00:00:47.460><c> five</c><00:00:47.730><c> years</c><00:00:48.110><c> only</c>

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for example in the last five years only
 

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for example in the last five years only
13<00:00:49.770><c> companies</c><00:00:50.280><c> have</c><00:00:50.550><c> managed</c><00:00:50.970><c> to</c><00:00:51.150><c> outperform</c>

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13 companies have managed to outperform
 

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13 companies have managed to outperform
sp500<00:00:54.110><c> consistently</c><00:00:55.110><c> every</c><00:00:55.200><c> year</c><00:00:55.350><c> and</c><00:00:56.250><c> all</c><00:00:56.580><c> of</c>

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sp500 consistently every year and all of
 

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sp500 consistently every year and all of
those<00:00:56.820><c> companies</c><00:00:57.180><c> have</c><00:00:57.480><c> one</c><00:00:57.720><c> thing</c><00:00:57.870><c> in</c><00:00:57.930><c> common</c>

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those companies have one thing in common
 

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those companies have one thing in common
they<00:00:58.530><c> were</c><00:00:59.160><c> able</c><00:00:59.310><c> to</c><00:00:59.700><c> garner</c><00:01:00.180><c> shin</c>

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they were able to garner shin
 

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they were able to garner shin
intelligence<00:01:01.680><c> to</c><00:01:02.670><c> in</c><00:01:03.600><c> to</c><00:01:03.930><c> apply</c><00:01:04.229><c> the</c><00:01:04.290><c> findings</c>

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intelligence to in to apply the findings
 

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intelligence to in to apply the findings
the<00:01:05.159><c> the</c><00:01:05.489><c> insights</c><00:01:05.850><c> other</c><00:01:06.540><c> data</c><00:01:06.920><c> into</c>

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the the insights other data into
 

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the the insights other data into
improving<00:01:08.460><c> their</c><00:01:09.119><c> interaction</c><00:01:09.540><c> with</c><00:01:09.570><c> the</c>

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improving their interaction with the
 

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improving their interaction with the
customers<00:01:10.610><c> into</c><00:01:11.610><c> putting</c><00:01:12.509><c> out</c><00:01:12.689><c> the</c><00:01:12.869><c> better</c>

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customers into putting out the better
 

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customers into putting out the better
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products out in the market place you
 

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products out in the market place you
know<00:01:15.869><c> providing</c><00:01:16.590><c> a</c><00:01:16.950><c> more</c><00:01:17.340><c> innovative</c>

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know providing a more innovative
 

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know providing a more innovative
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solutions to me that's that's the way I
 

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solutions to me that's that's the way I
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think of AI I think this is augmented
 

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think of AI I think this is augmented
intelligence<00:01:24.960><c> where</c><00:01:25.200><c> the</c><00:01:25.319><c> machines</c><00:01:25.649><c> are</c>

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intelligence where the machines are
 

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intelligence where the machines are
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helping us deal with an incredible
 

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helping us deal with an incredible
amount<00:01:28.140><c> of</c><00:01:28.560><c> data</c><00:01:29.249><c> which</c><00:01:29.850><c> has</c><00:01:30.030><c> become</c><00:01:30.329><c> sort</c><00:01:30.509><c> of</c>

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amount of data which has become sort of
 

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amount of data which has become sort of
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a rocket fuel for our decision-making
 

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a rocket fuel for our decision-making
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and it's just applying that towards the
 

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and it's just applying that towards the
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I think I think where the success of AI
 

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I think I think where the success of AI
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has been the most demonstrated is with
 

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has been the most demonstrated is with
the<00:01:50.049><c> players</c><00:01:50.799><c> and</c><00:01:50.950><c> the</c><00:01:51.070><c> companies</c><00:01:51.579><c> who</c><00:01:52.390><c> have</c>

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the players and the companies who have
 

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the players and the companies who have
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enough skill who have enough knowledge
 

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enough skill who have enough knowledge
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and a you know an understanding of what
 

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and a you know an understanding of what
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the potential that the technology has
 

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the potential that the technology has
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and you know we've seen this I mean
 

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and you know we've seen this I mean
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we're here in Silicon Valley in San
 

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we're here in Silicon Valley in San
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Francisco it's we've seen a lot of
 

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Francisco it's we've seen a lot of
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really good applications of AI where I
 

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really good applications of AI where I
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think it's failing is actually not in
 

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think it's failing is actually not in
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the technology itself at all it's it's
 

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the technology itself at all it's it's
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an our inability to make it simple and
 

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an our inability to make it simple and
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to make it accessible and available to
 

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to make it accessible and available to
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everyone and and I think that really is
 

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everyone and and I think that really is
the<00:02:25.090><c> failure</c><00:02:25.299><c> is</c><00:02:25.750><c> the</c><00:02:26.230><c> technology</c><00:02:26.920><c> has</c><00:02:26.950><c> kind</c>

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the failure is the technology has kind
 

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the failure is the technology has kind
of<00:02:27.519><c> run</c><00:02:28.030><c> way</c><00:02:28.360><c> ahead</c><00:02:28.569><c> of</c><00:02:29.049><c> what</c><00:02:29.890><c> the</c><00:02:30.130><c> human</c>

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of run way ahead of what the human
 

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of run way ahead of what the human
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ability or general ability to leverage
 

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ability or general ability to leverage
that<00:02:34.390><c> technology</c><00:02:35.080><c> has</c><00:02:35.260><c> been</c><00:02:35.920><c> and</c><00:02:36.250><c> so</c><00:02:37.060><c> forth</c><00:02:37.330><c> to</c>

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that technology has been and so forth to
 

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that technology has been and so forth to
really<00:02:37.900><c> look</c><00:02:38.140><c> for</c><00:02:38.470><c> opportunities</c><00:02:39.130><c> to</c><00:02:39.160><c> to</c><00:02:39.880><c> get</c>

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really look for opportunities to to get
 

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really look for opportunities to to get
take<00:02:40.510><c> full</c><00:02:40.720><c> advantage</c><00:02:40.810><c> of</c><00:02:41.260><c> a</c><00:02:41.410><c> I</c><00:02:41.470><c> I</c><00:02:41.799><c> think</c>

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take full advantage of a I I think
 

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take full advantage of a I I think
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that's really where it is it's to
 

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that's really where it is it's to
helping<00:02:44.170><c> helping</c><00:02:44.769><c> people</c><00:02:45.220><c> everybody</c><00:02:46.320><c> gain</c>

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helping helping people everybody gain
 

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helping helping people everybody gain
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the benefit of of the technology again
 

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the benefit of of the technology again
benefit<00:02:50.560><c> even</c><00:02:50.980><c> an</c><00:02:51.220><c> understanding</c><00:02:51.850><c> of</c><00:02:52.000><c> what</c><00:02:52.630><c> it</c>

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benefit even an understanding of what it
 

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benefit even an understanding of what it
is<00:02:53.230><c> able</c><00:02:53.410><c> to</c><00:02:53.560><c> provide</c>

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yeah<00:03:00.270><c> I'm</c><00:03:00.599><c> actually</c><00:03:00.810><c> not</c><00:03:01.260><c> a</c><00:03:01.319><c> data</c><00:03:01.590><c> scientist</c>

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yeah I'm actually not a data scientist
 

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yeah I'm actually not a data scientist
I'm<00:03:02.400><c> not</c><00:03:02.849><c> an</c><00:03:03.090><c> nai</c><00:03:03.540><c> a</c><00:03:03.720><c> specialist</c><00:03:04.650><c> per</c><00:03:05.340><c> se</c><00:03:05.580><c> I</c><00:03:07.250><c> my</c>

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I'm not an nai a specialist per se I my
 

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I'm not an nai a specialist per se I my
focus<00:03:08.640><c> really</c><00:03:08.849><c> is</c><00:03:08.970><c> a</c><00:03:09.120><c> you</c><00:03:09.450><c> know</c><00:03:09.660><c> and</c><00:03:10.080><c> it</c><00:03:10.170><c> kind</c>

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focus really is a you know and it kind
 

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focus really is a you know and it kind
of<00:03:10.379><c> made</c><00:03:10.560><c> this</c><00:03:10.680><c> my</c><00:03:11.099><c> mission</c><00:03:11.390><c> is</c><00:03:12.390><c> to</c><00:03:12.629><c> help</c>

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of made this my mission is to help
 

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of made this my mission is to help
people<00:03:13.370><c> adapt</c><00:03:14.370><c> the</c><00:03:14.489><c> technology</c><00:03:14.519><c> to</c><00:03:15.090><c> help</c>

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people adapt the technology to help
 

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people adapt the technology to help
people<00:03:16.310><c> embrace</c><00:03:17.310><c> the</c><00:03:17.489><c> technology</c><00:03:17.670><c> and</c><00:03:18.510><c> so</c>

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people embrace the technology and so
 

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people embrace the technology and so
with<00:03:19.349><c> two</c><00:03:19.709><c> dead</c><00:03:19.890><c> end</c><00:03:20.150><c> an</c><00:03:21.150><c> IBM</c><00:03:21.569><c> for</c><00:03:21.750><c> example</c><00:03:22.050><c> we</c>

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with two dead end an IBM for example we
 

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with two dead end an IBM for example we
created<00:03:22.470><c> something</c><00:03:22.650><c> called</c><00:03:22.739><c> big</c><00:03:23.069><c> data</c>

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created something called big data
 

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created something called big data
University<00:03:23.910><c> which</c><00:03:24.980><c> allows</c><00:03:25.980><c> anybody</c>

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University which allows anybody
 

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University which allows anybody
regardless<00:03:27.000><c> of</c><00:03:27.569><c> skill</c><00:03:28.519><c> budget</c><00:03:29.519><c> or</c><00:03:29.790><c> location</c>

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regardless of skill budget or location
 

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regardless of skill budget or location
to<00:03:31.260><c> start</c><00:03:31.799><c> learning</c><00:03:31.980><c> this</c><00:03:32.459><c> you</c><00:03:33.150><c> know</c><00:03:33.269><c> it's</c><00:03:33.720><c> an</c>

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to start learning this you know it's an
 

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to start learning this you know it's an
online<00:03:35.569><c> property</c><00:03:36.569><c> everything's</c><00:03:37.410><c> free</c><00:03:38.030><c> those</c>

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online property everything's free those
 

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online property everything's free those
are<00:03:39.269><c> there</c><00:03:39.420><c> iBM</c><00:03:40.380><c> has</c><00:03:40.410><c> been</c><00:03:40.709><c> a</c><00:03:40.739><c> great</c><00:03:41.310><c> generous</c>

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are there iBM has been a great generous
 

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are there iBM has been a great generous
sponsor<00:03:42.540><c> of</c><00:03:42.690><c> this</c><00:03:42.870><c> and</c><00:03:43.170><c> now</c><00:03:43.650><c> we're</c><00:03:43.829><c> getting</c>

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sponsor of this and now we're getting
 

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sponsor of this and now we're getting
other<00:03:44.730><c> members</c><00:03:45.239><c> of</c><00:03:45.269><c> the</c><00:03:46.079><c> community</c><00:03:47.010><c> people</c><00:03:47.670><c> at</c>

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other members of the community people at
 

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other members of the community people at
this<00:03:48.000><c> conference</c><00:03:48.299><c> for</c><00:03:48.480><c> example</c><00:03:48.930><c> to</c><00:03:49.079><c> help</c><00:03:49.260><c> us</c>

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this conference for example to help us
 

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this conference for example to help us
out<00:03:49.500><c> with</c><00:03:49.560><c> that</c><00:03:49.799><c> and</c><00:03:50.190><c> to</c><00:03:50.670><c> spread</c><00:03:50.849><c> the</c><00:03:51.090><c> to</c>

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out with that and to spread the to
 

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out with that and to spread the to
spread<00:03:51.870><c> the</c><00:03:52.049><c> knowledge</c><00:03:52.560><c> and</c><00:03:52.920><c> understanding</c>

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spread the knowledge and understanding
 

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spread the knowledge and understanding
but<00:03:54.120><c> that's</c><00:03:54.299><c> what</c><00:03:54.599><c> keeps</c><00:03:54.840><c> me</c><00:03:54.959><c> up</c><00:03:55.200><c> and</c><00:03:55.610><c> excited</c>

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but that's what keeps me up and excited
 

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but that's what keeps me up and excited
and<00:03:56.970><c> going</c><00:03:57.180><c> forward</c><00:04:01.910><c> I</c><00:04:02.910><c> was</c><00:04:03.569><c> actually</c><00:04:03.980><c> not</c>

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and going forward I was actually not
 

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and going forward I was actually not
prepared<00:04:05.489><c> to</c><00:04:06.150><c> see</c><00:04:06.750><c> what</c><00:04:07.260><c> I</c><00:04:07.290><c> saw</c><00:04:07.650><c> today</c><00:04:07.920><c> I</c><00:04:08.100><c> am</c>

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prepared to see what I saw today I am
 

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prepared to see what I saw today I am
absolutely<00:04:09.359><c> blown</c><00:04:10.019><c> away</c><00:04:10.170><c> by</c><00:04:11.120><c> the</c><00:04:12.120><c> caliber</c><00:04:12.540><c> of</c>

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absolutely blown away by the caliber of
 

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absolutely blown away by the caliber of
people<00:04:12.750><c> and</c><00:04:13.500><c> the</c><00:04:13.620><c> speakers</c><00:04:14.069><c> as</c><00:04:14.280><c> well</c><00:04:14.310><c> as</c><00:04:14.549><c> the</c>

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people and the speakers as well as the
 

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people and the speakers as well as the
attendees<00:04:15.030><c> who</c><00:04:15.510><c> are</c><00:04:15.600><c> here</c><00:04:15.930><c> and</c><00:04:16.130><c> and</c><00:04:17.130><c> it</c><00:04:17.280><c> there</c>

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attendees who are here and and it there
 

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attendees who are here and and it there
are<00:04:17.910><c> many</c><00:04:18.389><c> AI</c><00:04:18.989><c> conferences</c><00:04:19.889><c> out</c><00:04:20.039><c> there</c><00:04:20.310><c> it's</c><00:04:20.489><c> a</c>

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are many AI conferences out there it's a
 

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are many AI conferences out there it's a
popular<00:04:21.000><c> topic</c><00:04:21.269><c> obviously</c><00:04:21.840><c> it's</c><00:04:22.320><c> popular</c><00:04:22.770><c> you</c>

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popular topic obviously it's popular you
 

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popular topic obviously it's popular you
know<00:04:23.520><c> anything</c><00:04:23.850><c> that's</c><00:04:24.000><c> that</c><00:04:24.240><c> hot</c><00:04:24.510><c> it</c><00:04:25.260><c> gets</c><00:04:25.530><c> a</c>

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know anything that's that hot it gets a
 

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know anything that's that hot it gets a
lot<00:04:25.770><c> of</c><00:04:25.830><c> people</c><00:04:26.010><c> talking</c><00:04:26.370><c> but</c><00:04:27.060><c> there's</c><00:04:27.240><c> a</c>

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lot of people talking but there's a
 

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lot of people talking but there's a
difference<00:04:27.570><c> in</c><00:04:28.729><c> depth</c><00:04:29.729><c> and</c><00:04:30.440><c> understanding</c>

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difference in depth and understanding
 

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difference in depth and understanding
and<00:04:31.979><c> is</c><00:04:32.340><c> almost</c><00:04:32.639><c> a</c><00:04:32.880><c> spirit</c><00:04:33.300><c> in</c><00:04:33.450><c> here</c><00:04:33.630><c> in</c><00:04:33.930><c> here</c>

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and is almost a spirit in here in here
 

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and is almost a spirit in here in here
everything<00:04:34.800><c> is</c><00:04:34.830><c> practical</c><00:04:35.400><c> and</c><00:04:35.610><c> I</c><00:04:36.600><c> and</c><00:04:36.840><c> I</c>

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everything is practical and I and I
 

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everything is practical and I and I
think<00:04:37.229><c> that</c><00:04:37.380><c> cannot</c><00:04:37.710><c> be</c><00:04:37.770><c> overemphasized</c><00:04:39.169><c> you</c>

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think that cannot be overemphasized you
 

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think that cannot be overemphasized you
know<00:04:40.260><c> there's</c><00:04:40.620><c> I'm</c><00:04:41.190><c> seeing</c><00:04:41.520><c> every</c><00:04:42.030><c> every</c><00:04:42.419><c> talk</c>

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know there's I'm seeing every every talk
 

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know there's I'm seeing every every talk
that<00:04:42.870><c> I've</c><00:04:42.990><c> seen</c><00:04:43.229><c> so</c><00:04:43.440><c> far</c><00:04:43.470><c> is</c><00:04:44.060><c> by</c><00:04:45.060><c> people</c><00:04:45.479><c> who</c>

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that I've seen so far is by people who
 

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that I've seen so far is by people who
are<00:04:45.720><c> practitioners</c><00:04:46.110><c> in</c><00:04:46.590><c> the</c><00:04:46.620><c> field</c>

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are practitioners in the field
 

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are practitioners in the field
everything<00:04:47.880><c> they're</c><00:04:48.030><c> showing</c><00:04:48.419><c> is</c><00:04:48.570><c> a</c><00:04:48.599><c> demo</c>

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everything they're showing is a demo
 

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everything they're showing is a demo
bowl<00:04:49.320><c> it</c><00:04:50.190><c> is</c><00:04:50.400><c> not</c><00:04:50.729><c> generic</c><00:04:51.479><c> platitudes</c><00:04:52.470><c> and</c>

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bowl it is not generic platitudes and
 

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bowl it is not generic platitudes and
discussions<00:04:54.210><c> of</c><00:04:54.389><c> a</c><00:04:54.510><c> Latino</c><00:04:55.110><c> some</c><00:04:56.010><c> abstract</c>

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discussions of a Latino some abstract
 

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discussions of a Latino some abstract
topics<00:04:57.830><c> that</c><00:04:58.830><c> I</c><00:04:58.979><c> see</c><00:04:59.310><c> in</c><00:04:59.400><c> many</c><00:04:59.550><c> other</c>

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topics that I see in many other
 

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topics that I see in many other
conferences<00:05:00.360><c> this</c><00:05:00.539><c> is</c><00:05:00.750><c> this</c><00:05:00.960><c> is</c><00:05:01.169><c> a</c><00:05:01.200><c> practical</c>

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conferences this is this is a practical
 

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conferences this is this is a practical
conference<00:05:02.460><c> to</c><00:05:03.180><c> teach</c><00:05:03.389><c> people</c><00:05:03.630><c> practical</c>

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conference to teach people practical
 

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conference to teach people practical
skills<00:05:05.330><c> by</c><00:05:06.330><c> people</c><00:05:06.720><c> who</c><00:05:06.810><c> are</c><00:05:06.870><c> practitioners</c>

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skills by people who are practitioners
 

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skills by people who are practitioners
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in the field
 

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in the field
you

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you
 

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you
[Music]

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you