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[Music]

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hello<00:00:15.410><c> everybody</c><00:00:15.559><c> I'm</c><00:00:16.250><c> Alexa</c><00:00:16.610><c> crapper</c><00:00:17.060><c> the</c>

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hello everybody I'm Alexa crapper the
 

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hello everybody I'm Alexa crapper the
organizer<00:00:17.750><c> of</c><00:00:17.869><c> the</c><00:00:18.080><c> RAI</c>

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organizer of the RAI
 

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organizer of the RAI
and<00:00:18.830><c> here</c><00:00:19.340><c> we</c><00:00:19.490><c> are</c><00:00:19.520><c> on</c><00:00:19.640><c> location</c><00:00:19.730><c> at</c><00:00:20.060><c> Metis</c>

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and here we are on location at Metis
 

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and here we are on location at Metis
which<00:00:21.170><c> is</c><00:00:21.289><c> data</c><00:00:21.470><c> science</c><00:00:21.859><c> education</c>

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which is data science education
 

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which is data science education
institution<00:00:22.849><c> nationwide</c><00:00:23.390><c> with</c><00:00:24.320><c> the</c><00:00:24.470><c> San</c>

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institution nationwide with the San
 

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institution nationwide with the San
Francisco<00:00:25.039><c> location</c><00:00:25.490><c> and</c><00:00:25.789><c> we</c><00:00:26.240><c> have</c><00:00:26.419><c> an</c>

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Francisco location and we have an
 

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Francisco location and we have an
amazing<00:00:26.689><c> meet</c><00:00:27.080><c> up</c><00:00:27.230><c> tonight</c><00:00:27.769><c> we</c><00:00:28.669><c> have</c><00:00:28.849><c> two</c>

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amazing meet up tonight we have two
 

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amazing meet up tonight we have two
talks<00:00:29.179><c> and</c><00:00:29.539><c> one</c><00:00:29.929><c> of</c><00:00:30.109><c> the</c><00:00:30.230><c> talks</c><00:00:30.470><c> is</c><00:00:30.740><c> Antonio</c>

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talks and one of the talks is Antonio
 

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talks and one of the talks is Antonio
Valderrama<00:00:31.789><c> knows</c><00:00:32.079><c> from</c><00:00:33.079><c> my</c><00:00:33.260><c> text</c><00:00:33.590><c> the</c>

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Valderrama knows from my text the
 

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Valderrama knows from my text the
welcome<00:00:34.010><c> upon</c><00:00:34.220><c> and</c><00:00:34.940><c> give</c><00:00:35.120><c> it</c><00:00:35.240><c> a</c><00:00:35.270><c> man</c><00:00:35.390><c> so</c><00:00:35.900><c> we</c>

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welcome upon and give it a man so we
 

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welcome upon and give it a man so we
don't<00:00:37.820><c> often</c><00:00:37.969><c> see</c><00:00:38.120><c> here</c><00:00:38.629><c> what</c><00:00:39.140><c> do</c><00:00:39.199><c> you</c><00:00:39.289><c> come</c>

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don't often see here what do you come
 

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don't often see here what do you come
from<00:00:39.469><c> and</c><00:00:40.010><c> what</c><00:00:40.100><c> does</c><00:00:40.610><c> a</c><00:00:40.640><c> company</c><00:00:40.850><c> do</c><00:00:41.289><c> okay</c><00:00:42.320><c> em</c>

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from and what does a company do okay em
 

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from and what does a company do okay em
I'll<00:00:44.420><c> make</c><00:00:44.629><c> sure</c><00:00:44.750><c> we</c><00:00:44.780><c> see</c><00:00:45.230><c> we</c><00:00:45.710><c> meet</c><00:00:45.890><c> each</c><00:00:46.010><c> other</c>

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I'll make sure we see we meet each other
 

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I'll make sure we see we meet each other
more<00:00:46.370><c> often</c><00:00:47.440><c> so</c><00:00:48.440><c> we</c><00:00:48.620><c> come</c><00:00:48.829><c> from</c><00:00:49.090><c> Spain</c><00:00:50.090><c> Madrid</c>

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more often so we come from Spain Madrid
 

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more often so we come from Spain Madrid
Spain<00:00:51.699><c> that's</c><00:00:52.699><c> what</c><00:00:52.910><c> the</c><00:00:53.090><c> production</c><00:00:54.079><c> center</c>

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Spain that's what the production center
 

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Spain that's what the production center
of<00:00:54.680><c> the</c><00:00:54.800><c> companies</c><00:00:55.190><c> and</c><00:00:56.120><c> we</c><00:00:56.359><c> have</c><00:00:56.510><c> sales</c><00:00:56.899><c> and</c>

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of the companies and we have sales and
 

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of the companies and we have sales and
base<00:00:59.989><c> here</c><00:01:00.289><c> because</c><00:01:00.559><c> most</c><00:01:00.739><c> of</c><00:01:00.949><c> the</c><00:01:01.100><c> clients</c><00:01:03.400><c> in</c>

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base here because most of the clients in
 

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base here because most of the clients in
what<00:01:06.470><c> we</c><00:01:06.650><c> do</c><00:01:06.770><c> in</c><00:01:07.010><c> the</c><00:01:07.880><c> shortest</c><00:01:08.240><c> path</c><00:01:08.450><c> is</c><00:01:08.900><c> NLP</c>

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what we do in the shortest path is NLP
 

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what we do in the shortest path is NLP
middleware<00:01:10.610><c> so</c><00:01:11.150><c> whatever</c><00:01:11.540><c> you</c><00:01:11.630><c> have</c><00:01:11.660><c> an</c>

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middleware so whatever you have an
 

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middleware so whatever you have an
application<00:01:12.200><c> that</c><00:01:12.410><c> handles</c><00:01:12.770><c> texts</c><00:01:13.580><c> and</c><00:01:13.910><c> needs</c>

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application that handles texts and needs
 

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application that handles texts and needs
good<00:01:14.690><c> enough</c><00:01:14.930><c> in</c><00:01:15.110><c> technology</c><00:01:15.590><c> multilingual</c>

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good enough in technology multilingual
 

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good enough in technology multilingual
particularly<00:01:16.970><c> that's</c><00:01:17.840><c> what</c><00:01:18.020><c> we</c><00:01:18.170><c> have</c><00:01:20.590><c> and</c><00:01:21.590><c> so</c>

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particularly that's what we have and so
 

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particularly that's what we have and so
by<00:01:23.180><c> text</c><00:01:23.600><c> I</c><00:01:24.110><c> know</c><00:01:24.500><c> whether</c><00:01:24.890><c> this</c><00:01:25.100><c> it's</c><00:01:25.970><c> an</c>

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by text I know whether this it's an
 

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by text I know whether this it's an
established<00:01:26.540><c> company</c><00:01:26.810><c> does</c><00:01:27.200><c> a</c><00:01:27.230><c> lot</c><00:01:27.440><c> of</c><00:01:27.500><c> work</c>

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established company does a lot of work
 

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established company does a lot of work
so<00:01:29.300><c> tell</c><00:01:29.540><c> us</c><00:01:29.570><c> a</c><00:01:29.690><c> little</c><00:01:29.720><c> bit</c><00:01:29.930><c> what</c><00:01:30.530><c> kind</c><00:01:30.800><c> of</c>

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so tell us a little bit what kind of
 

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so tell us a little bit what kind of
clients<00:01:31.640><c> are</c><00:01:32.330><c> kind</c><00:01:32.570><c> of</c><00:01:32.630><c> main</c><00:01:32.810><c> users</c><00:01:33.200><c> of</c>

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clients are kind of main users of
 

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clients are kind of main users of
high-tech<00:01:33.650><c> technology</c><00:01:34.090><c> okay</c>

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high-tech technology okay
 

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high-tech technology okay
typical<00:01:36.140><c> clients</c><00:01:36.650><c> would</c><00:01:36.830><c> be</c><00:01:37.010><c> a</c><00:01:37.340><c> magnetic</c>

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typical clients would be a magnetic
 

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typical clients would be a magnetic
Medallia<00:01:40.300><c> side</c><00:01:41.300><c> force</c><00:01:41.600><c> mm-hmm</c><00:01:42.200><c> and</c><00:01:42.860><c> a</c><00:01:42.950><c> couple</c>

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Medallia side force mm-hmm and a couple
 

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Medallia side force mm-hmm and a couple
of<00:01:43.310><c> photos</c><00:01:43.610><c> that</c><00:01:43.640><c> we</c><00:01:44.000><c> should</c><00:01:44.210><c> have</c><00:01:44.330><c> mentioned</c>

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of photos that we should have mentioned
 

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of photos that we should have mentioned
they're<00:01:45.170><c> too</c><00:01:45.320><c> big</c>

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why<00:01:48.380><c> we</c><00:01:49.190><c> focus</c><00:01:49.550><c> on</c><00:01:49.700><c> that</c><00:01:49.850><c> kind</c><00:01:50.090><c> of</c><00:01:50.150><c> market</c>

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why we focus on that kind of market
 

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why we focus on that kind of market
multi<00:01:51.140><c> quality</c><00:01:51.590><c> when</c><00:01:51.980><c> the</c><00:01:52.070><c> company</c><00:01:52.430><c> series</c><00:01:52.670><c> or</c>

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multi quality when the company series or
 

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multi quality when the company series or
any<00:01:53.240><c> project</c><00:01:53.570><c> whether</c><00:01:54.170><c> it</c><00:01:54.350><c> is</c><00:01:54.530><c> about</c><00:01:54.800><c> project</c>

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any project whether it is about project
 

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any project whether it is about project
or<00:01:55.400><c> a</c><00:01:55.430><c> customer</c><00:01:55.970><c> experience</c><00:01:56.110><c> analysis</c>

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or a customer experience analysis
 

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or a customer experience analysis
project<00:01:57.530><c> they</c><00:01:58.070><c> will</c><00:01:58.220><c> want</c><00:01:58.520><c> 20</c><00:01:59.360><c> 30</c><00:01:59.660><c> up</c><00:02:00.320><c> to</c><00:02:00.530><c> 50</c>

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project they will want 20 30 up to 50
 

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project they will want 20 30 up to 50
languages

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languages
 

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languages
and<00:02:02.150><c> that's</c><00:02:02.360><c> why</c><00:02:02.680><c> that's</c><00:02:03.680><c> our</c><00:02:03.890><c> typical</c><00:02:04.280><c> market</c>

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and that's why that's our typical market
 

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and that's why that's our typical market
although<00:02:04.940><c> we</c><00:02:05.240><c> also</c><00:02:05.360><c> have</c><00:02:05.630><c> an</c><00:02:05.750><c> API</c><00:02:05.920><c> of</c><00:02:06.920><c> these</c>

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although we also have an API of these
 

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although we also have an API of these
services<00:02:07.610><c> we</c><00:02:07.790><c> are</c><00:02:07.820><c> API</c><00:02:08.270><c> that</c><00:02:08.690><c> make</c><00:02:09.200><c> them</c>

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services we are API that make them
 

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services we are API that make them
affordable<00:02:09.950><c> unavailable</c><00:02:10.820><c> to</c><00:02:11.030><c> anyone</c>

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affordable unavailable to anyone
 

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affordable unavailable to anyone
so<00:02:13.220><c> the</c><00:02:13.700><c> globalization</c><00:02:14.630><c> Brad</c><00:02:14.990><c> like</c><00:02:15.140><c> it's</c><00:02:15.290><c> a</c>

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so the globalization Brad like it's a
 

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so the globalization Brad like it's a
driver<00:02:15.650><c> of</c><00:02:15.950><c> money</c><00:02:16.180><c> that's</c><00:02:17.180><c> right</c><00:02:17.530><c> is</c><00:02:18.530><c> it</c><00:02:18.740><c> so</c><00:02:19.130><c> is</c>

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driver of money that's right is it so is
 

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driver of money that's right is it so is
it<00:02:19.400><c> mostly</c><00:02:19.760><c> kind</c><00:02:20.209><c> of</c><00:02:20.330><c> company</c><00:02:20.810><c> is</c><00:02:20.930><c> big</c><00:02:21.140><c> enough</c>

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it mostly kind of company is big enough
 

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it mostly kind of company is big enough
to<00:02:21.380><c> kind</c><00:02:22.070><c> of</c><00:02:22.990><c> overstep</c><00:02:23.990><c> say</c><00:02:24.410><c> US</c><00:02:24.709><c> market</c><00:02:25.100><c> so</c><00:02:25.970><c> do</c>

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to kind of overstep say US market so do
 

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to kind of overstep say US market so do
you<00:02:26.270><c> see</c><00:02:26.950><c> more</c><00:02:27.950><c> of</c><00:02:28.100><c> your</c><00:02:28.220><c> clients</c><00:02:28.640><c> it's</c>

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you see more of your clients it's
 

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you see more of your clients it's
becoming<00:02:29.720><c> so</c><00:02:29.959><c> there</c><00:02:30.110><c> are</c><00:02:30.170><c> small</c><00:02:30.380><c> companies</c>

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becoming so there are small companies
 

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becoming so there are small companies
using<00:02:30.980><c> multilingual</c><00:02:31.820><c> features</c><00:02:32.150><c> like</c><00:02:32.510><c> how</c><00:02:32.930><c> do</c>

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using multilingual features like how do
 

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using multilingual features like how do
you<00:02:33.200><c> see</c><00:02:33.410><c> in</c><00:02:33.470><c> terms</c><00:02:33.560><c> of</c><00:02:33.860><c> size</c><00:02:34.040><c> in</c><00:02:34.280><c> terms</c><00:02:34.459><c> of</c>

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you see in terms of size in terms of
 

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you see in terms of size in terms of
focus<00:02:34.910><c> I</c><00:02:36.850><c> tend</c><00:02:37.850><c> to</c><00:02:37.880><c> focus</c><00:02:38.180><c> on</c><00:02:38.480><c> text</c><00:02:38.750><c> high</c>

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focus I tend to focus on text high
 

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focus I tend to focus on text high
quality<00:02:39.800><c> I</c><00:02:40.010><c> don't</c><00:02:40.250><c> want</c><00:02:41.680><c> if</c><00:02:42.680><c> not</c><00:02:43.100><c> that</c><00:02:43.730><c> kind</c><00:02:43.940><c> of</c>

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quality I don't want if not that kind of
 

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quality I don't want if not that kind of
a<00:02:44.060><c> big</c><00:02:44.360><c> company</c><00:02:45.580><c> we</c><00:02:46.580><c> still</c><00:02:46.790><c> have</c><00:02:46.970><c> the</c><00:02:47.090><c> API</c>

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startups<00:02:51.020><c> I</c><00:02:51.170><c> mean</c><00:02:51.470><c> basically</c><00:02:52.180><c> we're</c><00:02:53.180><c> not</c><00:02:53.540><c> a</c>

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startups I mean basically we're not a
 

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startups I mean basically we're not a
huge<00:02:53.900><c> company</c><00:03:00.489><c> so</c><00:03:01.489><c> be</c><00:03:01.610><c> with</c><00:03:01.850><c> anyone</c><00:03:05.290><c> and</c><00:03:06.580><c> so</c>

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huge company so be with anyone and so
 

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huge company so be with anyone and so
what<00:03:07.700><c> is</c><00:03:07.850><c> your</c><00:03:07.880><c> portion</c><00:03:08.330><c> empirical</c><00:03:08.989><c> it</c><00:03:09.080><c> is</c><00:03:09.170><c> a</c>

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what is your portion empirical it is a
 

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what is your portion empirical it is a
statistical<00:03:09.410><c> appeal</c><00:03:10.070><c> there</c><00:03:10.280><c> is</c><00:03:10.370><c> a</c><00:03:10.400><c> kind</c><00:03:10.610><c> of</c>

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statistical appeal there is a kind of
 

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statistical appeal there is a kind of
flu<00:03:10.940><c> mystical</c><00:03:11.420><c> impede</c><00:03:11.769><c> what</c><00:03:12.769><c> do</c><00:03:12.830><c> you</c><00:03:12.890><c> stand</c><00:03:13.040><c> on</c>

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flu mystical impede what do you stand on
 

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flu mystical impede what do you stand on
the<00:03:13.340><c> spectrum</c><00:03:13.730><c> okay</c>

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the spectrum okay
 

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the spectrum okay
um<00:03:15.500><c> as</c><00:03:16.250><c> you</c><00:03:16.400><c> know</c><00:03:16.549><c> it's</c><00:03:17.180><c> not</c><00:03:17.269><c> black</c><00:03:17.510><c> and</c><00:03:17.630><c> white</c>

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um as you know it's not black and white
 

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um as you know it's not black and white
it's<00:03:18.019><c> not</c><00:03:19.299><c> everything</c><00:03:20.299><c> or</c><00:03:20.420><c> nothing</c><00:03:20.750><c> but</c>

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it's not everything or nothing but
 

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it's not everything or nothing but
within<00:03:21.950><c> that</c><00:03:22.190><c> spectrum</c><00:03:22.489><c> you</c><00:03:22.910><c> define</c><00:03:23.570><c> and</c>

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within that spectrum you define and
 

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within that spectrum you define and
we're<00:03:24.260><c> closer</c><00:03:24.650><c> to</c><00:03:24.980><c> the</c><00:03:25.130><c> symbolic</c><00:03:25.760><c> or</c>

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we're closer to the symbolic or
 

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we're closer to the symbolic or
linguistic<00:03:26.420><c> approach</c><00:03:31.239><c> accuracy</c><00:03:33.190><c> so</c><00:03:34.190><c> how</c><00:03:34.760><c> did</c>

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linguistic approach accuracy so how did
 

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linguistic approach accuracy so how did
you<00:03:35.180><c> come</c><00:03:35.540><c> to</c><00:03:35.750><c> this</c><00:03:36.080><c> area</c>

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you come to this area
 

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you come to this area
yessir<00:03:37.220><c> what's</c><00:03:37.459><c> it</c><00:03:37.610><c> like</c><00:03:37.940><c> what</c><00:03:38.090><c> are</c><00:03:38.209><c> your</c>

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yessir what's it like what are your
 

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yessir what's it like what are your
driving<00:03:38.510><c> forces</c><00:03:38.989><c> okay</c><00:03:39.709><c> a</c><00:03:39.970><c> first</c><00:03:40.970><c> step</c><00:03:41.150><c> was</c><00:03:41.510><c> I</c>

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driving forces okay a first step was I
 

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driving forces okay a first step was I
didn't<00:03:42.440><c> work</c><00:03:42.739><c> for</c><00:03:42.769><c> companies</c><00:03:43.489><c> in</c><00:03:43.730><c> you</c><00:03:44.030><c> know</c>

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didn't work for companies in you know
 

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didn't work for companies in you know
that

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that
 

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that
the<00:03:45.580><c> headwaters</c><00:03:46.300><c> here</c><00:03:46.480><c> so</c><00:03:46.840><c> then</c><00:03:46.959><c> you</c><00:03:47.080><c> clear</c><00:03:47.260><c> a</c>

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the headwaters here so then you clear a
 

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the headwaters here so then you clear a
brilliant<00:03:47.680><c> impression</c><00:03:47.800><c> of</c><00:03:48.430><c> what</c><00:03:48.790><c> went</c><00:03:49.060><c> on</c>

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brilliant impression of what went on
 

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brilliant impression of what went on
here<00:03:49.680><c> going</c><00:03:50.680><c> to</c><00:03:50.890><c> important</c><00:03:51.310><c> and</c><00:03:52.090><c> then</c><00:03:52.349><c> some</c><00:03:53.349><c> of</c>

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here going to important and then some of
 

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here going to important and then some of
my<00:03:53.680><c> colleagues</c><00:03:54.010><c> came</c><00:03:54.910><c> here</c><00:03:55.180><c> to</c><00:03:55.390><c> leave</c><00:03:55.830><c> when</c><00:03:56.830><c> I</c>

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my colleagues came here to leave when I
 

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my colleagues came here to leave when I
remain<00:03:57.340><c> in</c><00:03:57.670><c> Spain</c><00:04:00.269><c> this</c><00:04:01.269><c> is</c><00:04:01.390><c> fun</c><00:04:01.569><c> this</c><00:04:01.900><c> is</c><00:04:01.959><c> a</c>

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remain in Spain this is fun this is a
 

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remain in Spain this is fun this is a
nice<00:04:02.260><c> place</c>

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nice place
 

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nice place
yes<00:04:02.950><c> and</c><00:04:03.459><c> then</c><00:04:03.730><c> we</c><00:04:04.599><c> were</c><00:04:04.720><c> very</c><00:04:04.900><c> lucky</c><00:04:05.200><c> to</c><00:04:05.560><c> get</c>

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yes and then we were very lucky to get
 

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yes and then we were very lucky to get
engage<00:04:06.010><c> with</c><00:04:06.340><c> Microsoft</c><00:04:07.769><c> potentials</c><00:04:08.769><c> in</c><00:04:09.400><c> the</c>

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engage with Microsoft potentials in the
 

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engage with Microsoft potentials in the
marketing<00:04:11.349><c> Club</c><00:04:11.590><c> Hamilton</c><00:04:12.549><c> what</c><00:04:12.790><c> provider</c>

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marketing Club Hamilton what provider
 

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marketing Club Hamilton what provider
the<00:04:14.799><c> extraction</c><00:04:15.280><c> mm-hmm</c>

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the extraction mm-hmm
 

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the extraction mm-hmm
that<00:04:16.090><c> made</c><00:04:16.299><c> me</c><00:04:16.419><c> think</c><00:04:16.600><c> hey</c><00:04:18.510><c> let's</c><00:04:19.510><c> go</c><00:04:19.840><c> there</c>

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that made me think hey let's go there
 

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that made me think hey let's go there
yeah<00:04:21.100><c> this</c><00:04:21.280><c> is</c><00:04:21.370><c> great</c><00:04:21.459><c> so</c><00:04:21.790><c> sports</c><00:04:22.060><c> by</c><00:04:22.210><c> the</c><00:04:22.270><c> way</c>

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yeah this is great so sports by the way
 

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yeah this is great so sports by the way
is<00:04:22.630><c> a</c><00:04:22.660><c> major</c><00:04:22.990><c> supporter</c><00:04:23.530><c> of</c><00:04:23.590><c> our</c><00:04:24.160><c> meetups</c><00:04:24.580><c> and</c>

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is a major supporter of our meetups and
 

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is a major supporter of our meetups and
conferences<00:04:25.120><c> and</c><00:04:25.330><c> so</c><00:04:25.540><c> Salesforce</c><00:04:26.020><c> Einstein</c>

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conferences and so Salesforce Einstein
 

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conferences and so Salesforce Einstein
is<00:04:27.280><c> now</c><00:04:27.580><c> a</c><00:04:27.610><c> really</c><00:04:28.150><c> big</c><00:04:28.570><c> player</c><00:04:28.780><c> so</c><00:04:28.990><c> we</c><00:04:29.020><c> have</c>

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is now a really big player so we have
 

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is now a really big player so we have
conference<00:04:29.740><c> on</c><00:04:29.830><c> November</c><00:04:30.120><c> where</c><00:04:31.120><c> we</c><00:04:31.240><c> have</c><00:04:31.360><c> at</c>

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conference on November where we have at
 

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conference on November where we have at
least<00:04:31.540><c> 10</c><00:04:31.720><c> speakers</c><00:04:32.020><c> from</c><00:04:32.229><c> Salesforce</c>

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least 10 speakers from Salesforce
 

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least 10 speakers from Salesforce
Einstein<00:04:33.250><c> right</c><00:04:33.580><c> and</c><00:04:33.850><c> and</c><00:04:34.060><c> I</c><00:04:34.090><c> think</c><00:04:34.479><c> that</c><00:04:34.720><c> kind</c>

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Einstein right and and I think that kind
 

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Einstein right and and I think that kind
of<00:04:34.930><c> AI</c><00:04:35.110><c> focus</c><00:04:35.680><c> is</c><00:04:36.610><c> really</c><00:04:37.090><c> kind</c><00:04:37.870><c> of</c><00:04:37.900><c> picking</c><00:04:38.289><c> up</c>

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of AI focus is really kind of picking up
 

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of AI focus is really kind of picking up
right<00:04:38.680><c> this</c><00:04:38.830><c> one</c><00:04:39.010><c> of</c><00:04:39.130><c> the</c><00:04:39.190><c> first</c><00:04:39.370><c> consumer</c>

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right this one of the first consumer
 

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right this one of the first consumer
products<00:04:40.389><c> a</c><00:04:40.900><c> Neely's</c><00:04:41.800><c> so</c><00:04:42.490><c> that's</c><00:04:42.880><c> really</c>

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products a Neely's so that's really
 

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products a Neely's so that's really
exciting<00:04:43.180><c> because</c><00:04:43.479><c> like</c><00:04:44.139><c> multiple</c>

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exciting because like multiple
 

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exciting because like multiple
alignments<00:04:45.010><c> so</c><00:04:45.729><c> some</c><00:04:46.449><c> curious</c><00:04:46.720><c> it</c><00:04:46.990><c> sounds</c><00:04:47.289><c> to</c>

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alignments so some curious it sounds to
 

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alignments so some curious it sounds to
me<00:04:47.410><c> and</c><00:04:47.860><c> threw</c><00:04:48.250><c> me</c><00:04:48.280><c> wrong</c><00:04:48.520><c> that</c><00:04:48.729><c> you</c><00:04:49.180><c> know</c><00:04:49.300><c> I</c>

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me and threw me wrong that you know I
 

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me and threw me wrong that you know I
think<00:04:49.720><c> Europe</c><00:04:49.870><c> is</c><00:04:50.110><c> very</c><00:04:50.260><c> multilingual</c><00:04:50.919><c> right</c>

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think Europe is very multilingual right
 

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think Europe is very multilingual right
like<00:04:51.310><c> like</c><00:04:51.550><c> you</c><00:04:51.729><c> you</c><00:04:51.880><c> you</c><00:04:51.910><c> know</c><00:04:52.150><c> you</c><00:04:52.330><c> move</c><00:04:52.479><c> few</c>

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like like you you you know you move few
 

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like like you you you know you move few
miles<00:04:52.870><c> there</c><00:04:53.350><c> is</c><00:04:53.380><c> a</c><00:04:53.470><c> different</c><00:04:53.710><c> language</c>

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miles there is a different language
 

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miles there is a different language
alright<00:04:54.729><c> and</c><00:04:55.389><c> in</c><00:04:56.139><c> Spain</c><00:04:56.350><c> right</c><00:04:56.380><c> like</c><00:04:56.710><c> have</c><00:04:56.830><c> a</c>

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alright and in Spain right like have a
 

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alright and in Spain right like have a
good<00:04:57.010><c> money</c><00:04:57.250><c> and</c><00:04:57.460><c> if</c><00:04:57.580><c> I'm</c><00:04:57.700><c> spending</c><00:04:58.090><c> it</c><00:04:58.120><c> right</c>

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good money and if I'm spending it right
 

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good money and if I'm spending it right
like<00:04:58.539><c> America</c><00:04:59.020><c> silly</c><00:04:59.289><c> and</c><00:04:59.470><c> so</c><00:04:59.590><c> forth</c><00:04:59.800><c> so</c><00:05:00.010><c> so</c><00:05:00.520><c> is</c>

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like America silly and so forth so so is
 

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like America silly and so forth so so is
it<00:05:01.289><c> kind</c><00:05:02.289><c> of</c><00:05:02.349><c> one</c><00:05:02.800><c> of</c><00:05:02.830><c> the</c><00:05:03.160><c> ingredients</c><00:05:03.280><c> of</c>

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it kind of one of the ingredients of
 

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it kind of one of the ingredients of
your<00:05:03.910><c> kind</c><00:05:04.419><c> of</c><00:05:04.510><c> success</c><00:05:04.810><c> be</c><00:05:05.020><c> multilingual</c><00:05:05.380><c> do</c>

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your kind of success be multilingual do
 

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your kind of success be multilingual do
have<00:05:05.919><c> access</c><00:05:06.190><c> to</c><00:05:06.460><c> so</c><00:05:07.180><c> this</c><00:05:07.389><c> linguist</c><00:05:07.780><c> reside</c>

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have access to so this linguist reside
 

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have access to so this linguist reside
in<00:05:08.229><c> Europe</c><00:05:08.610><c> why</c><00:05:09.610><c> do</c><00:05:09.669><c> you</c><00:05:09.910><c> think</c><00:05:10.150><c> that</c><00:05:10.360><c> kind</c><00:05:10.780><c> of</c>

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in Europe why do you think that kind of
 

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in Europe why do you think that kind of
you<00:05:11.020><c> guys</c><00:05:11.200><c> are</c><00:05:11.530><c> in</c><00:05:11.889><c> demand</c><00:05:12.150><c> in</c><00:05:13.150><c> that</c><00:05:13.570><c> specific</c>

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you guys are in demand in that specific
 

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you guys are in demand in that specific
field<00:05:14.260><c> I</c><00:05:14.680><c> think</c><00:05:15.310><c> that</c><00:05:15.550><c> definitely</c><00:05:15.820><c> place</c>

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field I think that definitely place
 

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field I think that definitely place
place<00:05:17.080><c> around</c><00:05:17.410><c> so</c><00:05:17.820><c> at</c><00:05:18.820><c> least</c><00:05:19.060><c> being</c><00:05:19.389><c> a</c><00:05:19.539><c> speaker</c>

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place around so at least being a speaker
 

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place around so at least being a speaker
of<00:05:19.990><c> two</c><00:05:20.200><c> three</c><00:05:20.440><c> four</c><00:05:20.800><c> languages</c><00:05:21.130><c> and</c><00:05:21.280><c> that's</c>

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of two three four languages and that's
 

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of two three four languages and that's
not<00:05:21.910><c> in</c><00:05:22.120><c> typical</c><00:05:22.450><c> in</c><00:05:22.570><c> Europe</c><00:05:23.639><c> that</c><00:05:24.639><c> gives</c><00:05:24.880><c> you</c>

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not in typical in Europe that gives you
 

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not in typical in Europe that gives you
and<00:05:26.430><c> advantage</c><00:05:26.880><c> because</c><00:05:27.240><c> you</c><00:05:27.360><c> know</c><00:05:27.480><c> there</c><00:05:27.690><c> are</c>

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and advantage because you know there are
 

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and advantage because you know there are
different<00:05:27.900><c> languages</c><00:05:28.350><c> you</c><00:05:28.500><c> know</c><00:05:28.740><c> they</c><00:05:28.920><c> behave</c>

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different languages you know they behave
 

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different languages you know they behave
differently<00:05:29.280><c> and</c><00:05:30.000><c> then</c><00:05:30.270><c> suffer</c><00:05:30.900><c> for</c><00:05:31.110><c> handling</c>

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differently and then suffer for handling
 

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differently and then suffer for handling
them<00:05:31.620><c> is</c><00:05:31.860><c> not</c><00:05:32.070><c> going</c><00:05:32.280><c> to</c><00:05:32.970><c> be</c><00:05:33.060><c> the</c><00:05:33.150><c> same</c><00:05:33.590><c> um</c><00:05:34.590><c> I</c>

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them is not going to be the same um I
 

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them is not going to be the same um I
guess<00:05:35.910><c> the</c><00:05:36.150><c> other</c><00:05:36.210><c> thing</c><00:05:36.330><c> is</c><00:05:36.570><c> that</c><00:05:36.600><c> Madrid</c><00:05:37.260><c> in</c>

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guess the other thing is that Madrid in
 

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guess the other thing is that Madrid in
particular<00:05:38.070><c> is</c><00:05:38.310><c> becoming</c><00:05:38.700><c> a</c><00:05:38.970><c> very</c><00:05:39.060><c> good</c><00:05:39.540><c> spot</c>

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particular is becoming a very good spot
 

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particular is becoming a very good spot
particularly<00:05:40.800><c> after</c><00:05:41.160><c> the</c><00:05:41.370><c> crisis</c><00:05:41.880><c> mm-hmm</c><00:05:42.570><c> for</c>

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particularly after the crisis mm-hmm for
 

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particularly after the crisis mm-hmm for
good<00:05:43.860><c> talent</c><00:05:44.040><c> and</c><00:05:44.450><c> reasonable</c><00:05:45.450><c> prices</c>

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good talent and reasonable prices
 

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good talent and reasonable prices
which<00:05:46.230><c> is</c><00:05:46.410><c> a</c><00:05:46.440><c> sensible</c><00:05:47.040><c> topic</c><00:05:47.850><c> here</c><00:05:48.980><c> for</c>

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which is a sensible topic here for
 

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which is a sensible topic here for
example<00:05:50.160><c> Amazon</c><00:05:50.670><c> open</c><00:05:51.660><c> the</c><00:05:51.810><c> Development</c>

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example Amazon open the Development
 

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example Amazon open the Development
Center<00:05:56.300><c> I</c><00:05:57.300><c> guess</c><00:05:58.110><c> is</c><00:05:58.320><c> the</c><00:05:58.470><c> combination</c><00:05:59.040><c> of</c><00:05:59.900><c> so</c>

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Center I guess is the combination of so
 

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Center I guess is the combination of so
previous<00:06:01.350><c> I</c><00:06:01.410><c> heard</c><00:06:01.620><c> a</c><00:06:01.650><c> lot</c><00:06:01.860><c> of</c><00:06:01.920><c> folks</c><00:06:02.130><c> were</c><00:06:02.340><c> in</c>

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previous I heard a lot of folks were in
 

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previous I heard a lot of folks were in
Barcelona<00:06:02.610><c> all</c><00:06:03.480><c> right</c><00:06:03.840><c> but</c><00:06:04.050><c> I</c><00:06:04.080><c> need</c><00:06:04.380><c> to</c><00:06:04.590><c> met</c>

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Barcelona all right but I need to met
 

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Barcelona all right but I need to met
some<00:06:05.010><c> startups</c><00:06:05.550><c> which</c><00:06:05.940><c> we</c><00:06:06.510><c> settled</c><00:06:06.930><c> on</c><00:06:07.050><c> Madrid</c>

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some startups which we settled on Madrid
 

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some startups which we settled on Madrid
yes<00:06:07.860><c> yes</c><00:06:08.750><c> it's</c><00:06:09.750><c> an</c><00:06:09.870><c> easygoing</c><00:06:10.230><c> place</c><00:06:10.530><c> you</c><00:06:11.040><c> know</c>

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yes yes it's an easygoing place you know
 

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yes yes it's an easygoing place you know
it's<00:06:11.370><c> a</c><00:06:11.430><c> bit</c><00:06:11.700><c> like</c><00:06:11.940><c> here</c><00:06:12.210><c> do</c><00:06:12.630><c> you</c><00:06:12.720><c> find</c><00:06:13.680><c> someone</c>

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it's a bit like here do you find someone
 

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it's a bit like here do you find someone
in<00:06:14.310><c> a</c><00:06:14.370><c> bar</c><00:06:14.550><c> and</c><00:06:14.960><c> maybe</c><00:06:15.960><c> the</c><00:06:16.140><c> last</c><00:06:16.290><c> question</c><00:06:16.410><c> not</c>

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in a bar and maybe the last question not
 

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in a bar and maybe the last question not
out<00:06:17.070><c> of</c><00:06:17.100><c> peer</c><00:06:17.400><c> City</c><00:06:17.700><c> will</c><00:06:17.880><c> be</c><00:06:18.000><c> where</c><00:06:18.180><c> you</c><00:06:18.330><c> from</c>

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out of peer City will be where you from
 

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out of peer City will be where you from
but<00:06:18.810><c> it's</c><00:06:18.930><c> not</c><00:06:19.110><c> like</c><00:06:19.740><c> in</c><00:06:19.890><c> other</c><00:06:20.040><c> places</c><00:06:20.340><c> where</c>

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but it's not like in other places where
 

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but it's not like in other places where
being<00:06:21.510><c> from</c><00:06:21.840><c> there</c><00:06:22.080><c> or</c><00:06:22.380><c> not</c><00:06:22.620><c> from</c><00:06:22.770><c> there</c><00:06:26.570><c> yeah</c>

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being from there or not from there yeah
 

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being from there or not from there yeah
I<00:06:27.600><c> found</c><00:06:27.870><c> like</c><00:06:28.170><c> a</c><00:06:28.230><c> lot</c><00:06:28.500><c> of</c><00:06:28.590><c> international</c>

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I found like a lot of international
 

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I found like a lot of international
folks<00:06:29.610><c> based</c><00:06:30.240><c> in</c><00:06:30.690><c> Madrid</c><00:06:31.470><c> but</c><00:06:31.620><c> they</c><00:06:31.890><c> may</c><00:06:32.100><c> be</c>

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folks based in Madrid but they may be
 

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folks based in Madrid but they may be
from<00:06:32.490><c> neurons</c><00:06:33.180><c> it's</c><00:06:34.140><c> new</c><00:06:34.440><c> Europe</c><00:06:34.680><c> and</c><00:06:34.950><c> they</c>

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from neurons it's new Europe and they
 

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from neurons it's new Europe and they
come<00:06:35.460><c> here</c>

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come here
 

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come here
so<00:06:36.450><c> that's</c><00:06:36.690><c> that</c><00:06:37.230><c> sounds</c><00:06:37.710><c> great</c><00:06:37.980><c> mmm</c><00:06:38.730><c> another</c>

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so that's that sounds great mmm another
 

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so that's that sounds great mmm another
factory<00:06:39.540><c> for</c><00:06:40.080><c> automation</c><00:06:40.440><c> out</c><00:06:40.740><c> of</c><00:06:41.700><c> the</c><00:06:41.970><c> 10</c>

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factory for automation out of the 10
 

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factory for automation out of the 10
best<00:06:42.450><c> business</c><00:06:42.900><c> schools</c><00:06:43.170><c> in</c><00:06:43.410><c> the</c><00:06:43.740><c> world</c><00:06:44.060><c> to</c>

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best business schools in the world to
 

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best business schools in the world to
our<00:06:45.390><c> base</c><00:06:45.630><c> in</c><00:06:45.840><c> Madrid</c><00:06:46.140><c> it</c><00:06:47.100><c> is</c><00:06:47.250><c> funny</c><00:06:49.790><c> that's</c>

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our base in Madrid it is funny that's
 

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our base in Madrid it is funny that's
probably<00:06:51.240><c> one</c><00:06:51.360><c> of</c><00:06:51.390><c> the</c><00:06:51.570><c> reason</c><00:06:51.780><c> why</c><00:06:51.810><c> so</c><00:06:52.200><c> many</c>

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probably one of the reason why so many
 

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probably one of the reason why so many
foreigners<00:06:53.760><c> are</c><00:06:54.120><c> based</c><00:06:54.390><c> they</c><00:06:55.350><c> come</c><00:06:55.560><c> to</c><00:06:55.650><c> Madrid</c>

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foreigners are based they come to Madrid
 

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foreigners are based they come to Madrid
study<00:07:00.620><c> interesting</c><00:07:01.620><c> so</c><00:07:02.190><c> so</c><00:07:02.730><c> you've</c><00:07:02.910><c> been</c><00:07:03.090><c> in</c>

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study interesting so so you've been in
 

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study interesting so so you've been in
this<00:07:03.390><c> business</c><00:07:03.570><c> for</c><00:07:03.750><c> a</c><00:07:03.900><c> long</c><00:07:03.960><c> time</c><00:07:04.200><c> and</c><00:07:04.350><c> I</c>

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this business for a long time and I
 

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this business for a long time and I
think<00:07:04.650><c> it's</c><00:07:04.770><c> really</c><00:07:05.100><c> kind</c><00:07:05.340><c> of</c><00:07:05.900><c> key</c><00:07:06.900><c> factor</c><00:07:07.290><c> I</c>

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think it's really kind of key factor I
 

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think it's really kind of key factor I
would<00:07:07.500><c> say</c><00:07:07.650><c> right</c><00:07:07.920><c> when</c><00:07:08.160><c> you're</c><00:07:08.280><c> choosing</c><00:07:08.490><c> in</c>

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would say right when you're choosing in
 

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would say right when you're choosing in
this<00:07:09.390><c> partners</c><00:07:09.780><c> and</c><00:07:09.990><c> but</c><00:07:10.500><c> in</c><00:07:10.650><c> the</c><00:07:10.770><c> last</c><00:07:10.920><c> two</c>

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this partners and but in the last two
 

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this partners and but in the last two
years<00:07:11.490><c> we've</c><00:07:11.940><c> had</c><00:07:11.970><c> this</c><00:07:12.210><c> professional</c>

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years we've had this professional
 

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years we've had this professional
chugboats

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chugboats
 

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chugboats
if<00:07:14.100><c> you</c><00:07:14.190><c> go</c><00:07:14.310><c> to</c><00:07:14.370><c> a</c><00:07:14.460><c> trade</c><00:07:14.640><c> show</c><00:07:14.700><c> all</c><00:07:15.030><c> there</c><00:07:15.180><c> are</c>

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if you go to a trade show all there are
 

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if you go to a trade show all there are
five<00:07:15.420><c> companies</c><00:07:15.600><c> saying</c><00:07:15.960><c> how</c><00:07:16.080><c> -</c><00:07:16.290><c> everybody</c>

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five companies saying how - everybody
 

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five companies saying how - everybody
got<00:07:17.250><c> a</c><00:07:17.310><c> chalkboard</c><00:07:17.580><c> right</c><00:07:18.480><c> and</c><00:07:18.900><c> essentially</c>

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got a chalkboard right and essentially
 

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got a chalkboard right and essentially
can<00:07:19.830><c> wear</c><00:07:20.070><c> this</c><00:07:20.310><c> stage</c><00:07:21.090><c> where</c><00:07:21.420><c> all</c><00:07:21.630><c> the</c><00:07:21.720><c> people</c>

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can wear this stage where all the people
 

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can wear this stage where all the people
think<00:07:22.140><c> that</c><00:07:22.200><c> this</c><00:07:22.410><c> is</c><00:07:22.560><c> super</c><00:07:22.830><c> easy</c><00:07:22.860><c> just</c>

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think that this is super easy just
 

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think that this is super easy just
throwing<00:07:23.670><c> some</c><00:07:23.880><c> JavaScript</c><00:07:24.360><c> you</c><00:07:25.020><c> know</c><00:07:25.170><c> glue</c>

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throwing some JavaScript you know glue
 

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throwing some JavaScript you know glue
together<00:07:25.650><c> some</c><00:07:26.190><c> API</c><00:07:26.460><c> is</c><00:07:26.580><c> and</c><00:07:26.850><c> suddenly</c><00:07:27.030><c> factor</c>

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together some API is and suddenly factor
 

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together some API is and suddenly factor
one<00:07:27.720><c> right</c><00:07:27.990><c> and</c><00:07:28.230><c> so</c><00:07:28.410><c> I</c><00:07:28.440><c> mean</c><00:07:28.590><c> I</c><00:07:28.950><c> kind</c><00:07:29.490><c> of</c><00:07:29.550><c> feel</c>

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one right and so I mean I kind of feel
 

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one right and so I mean I kind of feel
this<00:07:30.180><c> is</c><00:07:30.300><c> not</c><00:07:30.420><c> the</c><00:07:30.510><c> case</c><00:07:30.660><c> but</c><00:07:30.870><c> what</c><00:07:31.350><c> do</c><00:07:31.440><c> you</c>

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this is not the case but what do you
 

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this is not the case but what do you
think<00:07:31.590><c> of</c><00:07:31.980><c> what</c><00:07:32.580><c> does</c><00:07:32.700><c> it</c><00:07:32.790><c> mean</c><00:07:33.000><c> for</c><00:07:33.450><c> the</c><00:07:33.630><c> space</c>

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think of what does it mean for the space
 

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think of what does it mean for the space
because<00:07:34.230><c> I</c><00:07:34.950><c> mean</c><00:07:35.610><c> to</c><00:07:36.240><c> me</c><00:07:36.750><c> it's</c>

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because I mean to me it's
 

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because I mean to me it's
we'll<00:07:37.920><c> be</c><00:07:38.100><c> a</c><00:07:38.130><c> bloodbath</c><00:07:38.370><c> in</c><00:07:38.760><c> the</c><00:07:38.910><c> future</c><00:07:39.120><c> like</c>

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we'll be a bloodbath in the future like
 

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we'll be a bloodbath in the future like
all<00:07:39.390><c> this</c><00:07:39.510><c> chat</c><00:07:39.690><c> BOTS</c><00:07:39.900><c> half</c><00:07:40.110><c> of</c><00:07:40.230><c> them</c><00:07:40.380><c> I'm</c>

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all this chat BOTS half of them I'm
 

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all this chat BOTS half of them I'm
gonna<00:07:40.920><c> go</c><00:07:41.160><c> away</c><00:07:41.280><c> the</c><00:07:41.730><c> stripper</c><00:07:42.000><c> consolidation</c>

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gonna go away the stripper consolidation
 

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gonna go away the stripper consolidation
but<00:07:43.500><c> you</c><00:07:43.830><c> know</c><00:07:43.980><c> I'm</c><00:07:44.100><c> not</c><00:07:44.430><c> specifically</c>

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but you know I'm not specifically
 

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but you know I'm not specifically
mistress<00:07:45.180><c> what</c><00:07:45.330><c> do</c><00:07:45.420><c> you</c><00:07:45.510><c> think</c><00:07:45.720><c> is</c><00:07:45.870><c> gonna</c>

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mistress what do you think is gonna
 

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mistress what do you think is gonna
happen<00:07:46.110><c> with</c><00:07:46.920><c> this</c><00:07:47.130><c> kind</c><00:07:47.610><c> of</c><00:07:47.670><c> sudden</c><00:07:48.540><c> burst</c><00:07:48.990><c> of</c>

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happen with this kind of sudden burst of
 

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happen with this kind of sudden burst of
chatbot<00:07:49.950><c> interest</c><00:07:51.350><c> to</c><00:07:52.350><c> some</c><00:07:52.560><c> extent</c><00:07:52.980><c> under</c>

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chatbot interest to some extent under
 

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chatbot interest to some extent under
normal<00:07:53.670><c> circumstances</c><00:07:54.540><c> I'd</c><00:07:54.840><c> be</c><00:07:55.110><c> skeptical</c>

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normal circumstances I'd be skeptical
 

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normal circumstances I'd be skeptical
ten<00:07:57.150><c> years</c><00:07:57.390><c> ago</c><00:07:57.480><c> there</c><00:07:57.660><c> was</c><00:07:57.840><c> another</c><00:07:58.020><c> similar</c>

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ten years ago there was another similar
 

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ten years ago there was another similar
wave<00:07:59.420><c> different</c><00:08:00.420><c> this</c><00:08:00.840><c> time</c><00:08:00.900><c> is</c><00:08:01.380><c> that</c><00:08:01.500><c> you</c>

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wave different this time is that you
 

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wave different this time is that you
have<00:08:01.920><c> big</c><00:08:02.160><c> companies</c><00:08:02.370><c> like</c><00:08:02.940><c> Amazon</c><00:08:07.910><c> Apple</c><00:08:08.910><c> is</c>

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have big companies like Amazon Apple is
 

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have big companies like Amazon Apple is
joining<00:08:09.570><c> that</c><00:08:09.630><c> space</c><00:08:13.040><c> it's</c><00:08:14.040><c> much</c><00:08:14.220><c> speaker</c>

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joining that space it's much speaker
 

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joining that space it's much speaker
when<00:08:15.180><c> the</c><00:08:15.270><c> end</c><00:08:15.420><c> of</c><00:08:15.510><c> the</c><00:08:15.600><c> year</c><00:08:16.310><c> also</c><00:08:17.310><c> I</c><00:08:17.880><c> mean</c>

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when the end of the year also I mean
 

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when the end of the year also I mean
that's<00:08:18.780><c> one</c><00:08:19.130><c> business</c><00:08:20.130><c> idea</c><00:08:20.460><c> that</c><00:08:20.640><c> makes</c><00:08:20.820><c> a</c>

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that's one business idea that makes a
 

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that's one business idea that makes a
difference<00:08:21.300><c> those</c><00:08:22.290><c> things</c><00:08:22.650><c> are</c><00:08:22.890><c> selling</c><00:08:25.310><c> yes</c>

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difference those things are selling yes
 

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difference those things are selling yes
Christmas<00:08:27.740><c> exactly</c><00:08:28.740><c> so</c><00:08:29.550><c> that</c><00:08:29.580><c> will</c><00:08:29.910><c> make</c><00:08:30.030><c> a</c>

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Christmas exactly so that will make a
 

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Christmas exactly so that will make a
difference<00:08:30.450><c> so</c><00:08:30.810><c> if</c><00:08:31.110><c> there</c><00:08:31.380><c> is</c><00:08:31.440><c> something</c><00:08:31.950><c> in</c>

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difference so if there is something in
 

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difference so if there is something in
your<00:08:32.130><c> house</c><00:08:32.400><c> and</c><00:08:32.700><c> that</c><00:08:32.910><c> thing</c><00:08:33.210><c> is</c><00:08:33.240><c> listening</c>

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your house and that thing is listening
 

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your house and that thing is listening
and<00:08:33.930><c> talking</c><00:08:34.020><c> do</c><00:08:34.590><c> talk</c><00:08:34.830><c> to</c><00:08:34.979><c> that</c><00:08:35.630><c> that</c><00:08:36.630><c> will</c>

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and talking do talk to that that will
 

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and talking do talk to that that will
become<00:08:36.870><c> a</c><00:08:37.050><c> business</c><00:08:37.410><c> because</c><00:08:37.590><c> either</c><00:08:38.310><c> like</c><00:08:38.940><c> it</c>

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become a business because either like it
 

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become a business because either like it
or<00:08:39.150><c> not</c><00:08:39.330><c> will</c><00:08:39.690><c> end</c><00:08:40.260><c> up</c><00:08:40.410><c> buying</c><00:08:40.590><c> one</c><00:08:41.130><c> or</c><00:08:41.280><c> five</c><00:08:41.669><c> of</c>

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or not will end up buying one or five of
 

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or not will end up buying one or five of
those<00:08:42.060><c> from</c><00:08:42.599><c> this</c><00:08:42.780><c> compartment</c><00:08:43.520><c> the</c><00:08:44.520><c> other</c>

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those from this compartment the other
 

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those from this compartment the other
thing<00:08:44.850><c> is</c><00:08:44.940><c> that</c><00:08:45.120><c> also</c><00:08:45.600><c> the</c><00:08:45.960><c> major</c><00:08:46.290><c> bought</c>

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thing is that also the major bought
 

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thing is that also the major bought
development<00:08:47.910><c> platforms</c><00:08:48.570><c> are</c><00:08:48.990><c> run</c><00:08:49.410><c> by</c><00:08:49.440><c> this</c>

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development platforms are run by this
 

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development platforms are run by this
type<00:08:50.310><c> of</c><00:08:50.340><c> comics</c><00:08:50.850><c> Google</c><00:08:51.450><c> Facebook</c><00:08:51.630><c> Amazon</c>

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type of comics Google Facebook Amazon
 

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type of comics Google Facebook Amazon
Microsoft

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Microsoft
 

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Microsoft
I<00:08:54.840><c> forgot</c><00:08:55.830><c> the</c><00:08:56.040><c> the</c><00:08:56.790><c> other</c><00:08:56.970><c> one</c><00:08:57.120><c> so</c><00:08:58.100><c> would</c><00:08:59.100><c> you</c>

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I forgot the the other one so would you
 

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I forgot the the other one so would you
put<00:08:59.370><c> these</c><00:08:59.640><c> giant</c><00:09:00.120><c> pushing</c><00:09:00.840><c> in</c><00:09:01.170><c> one</c><00:09:01.560><c> direction</c>

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put these giant pushing in one direction
 

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put these giant pushing in one direction
something<00:09:03.450><c> is</c><00:09:03.510><c> going</c><00:09:03.660><c> to</c><00:09:03.780><c> happen</c><00:09:03.960><c> so</c><00:09:04.440><c> I</c><00:09:04.500><c> think</c>

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something is going to happen so I think
 

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something is going to happen so I think
the<00:09:07.260><c> technology</c><00:09:07.410><c> is</c><00:09:07.890><c> going</c><00:09:08.040><c> to</c><00:09:08.160><c> be</c><00:09:08.250><c> pushed</c><00:09:08.610><c> to</c>

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the technology is going to be pushed to
 

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the technology is going to be pushed to
the<00:09:09.360><c> edge</c><00:09:09.600><c> also</c><00:09:10.530><c> the</c><00:09:11.100><c> technology</c><00:09:11.430><c> is</c><00:09:11.730><c> in</c><00:09:12.030><c> a</c>

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the edge also the technology is in a
 

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the edge also the technology is in a
much<00:09:12.360><c> better</c><00:09:12.390><c> position</c><00:09:12.750><c> now</c><00:09:13.110><c> that</c><00:09:13.740><c> it</c><00:09:13.830><c> was</c><00:09:14.040><c> a</c>

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much better position now that it was a
 

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much better position now that it was a
while<00:09:15.210><c> ago</c><00:09:15.240><c> I</c><00:09:16.170><c> think</c><00:09:16.590><c> it's</c><00:09:16.830><c> also</c><00:09:17.040><c> a</c><00:09:17.220><c> very</c><00:09:17.370><c> nice</c>

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while ago I think it's also a very nice
 

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while ago I think it's also a very nice
space<00:09:17.940><c> for</c><00:09:17.970><c> a</c><00:09:18.180><c> hybrid</c><00:09:18.690><c> architecture</c><00:09:18.960><c> where</c>

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space for a hybrid architecture where
 

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space for a hybrid architecture where
you<00:09:19.710><c> combine</c><00:09:20.450><c> statistics</c><00:09:21.450><c> and</c><00:09:21.980><c> symbolic</c>

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you combine statistics and symbolic
 

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you combine statistics and symbolic
knowledge<00:09:23.250><c> no</c><00:09:24.210><c> training</c><00:09:24.720><c> data</c><00:09:25.050><c> besides</c>

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knowledge no training data besides
 

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knowledge no training data besides
people<00:09:26.160><c> trying</c><00:09:26.460><c> to</c><00:09:26.550><c> fit</c><00:09:26.730><c> there's</c><00:09:27.690><c> not</c><00:09:27.870><c> really</c>

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people trying to fit there's not really
 

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people trying to fit there's not really
data<00:09:28.320><c> for</c><00:09:28.590><c> balls</c><00:09:30.260><c> no</c><00:09:31.260><c> way</c><00:09:31.500><c> in</c><00:09:31.860><c> at</c><00:09:32.340><c> the</c><00:09:32.520><c> scale</c>

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data for balls no way in at the scale
 

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data for balls no way in at the scale
where<00:09:33.750><c> machine</c><00:09:34.200><c> learning</c><00:09:34.230><c> itself</c><00:09:34.950><c> so</c><00:09:35.310><c> there's</c>

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where machine learning itself so there's
 

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where machine learning itself so there's
something<00:09:36.410><c> that's</c><00:09:37.430><c> what</c><00:09:38.430><c> I</c><00:09:38.760><c> think</c><00:09:38.940><c> if</c><00:09:39.060><c> we</c>

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something that's what I think if we
 

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something that's what I think if we
solve<00:09:39.570><c> that</c><00:09:39.650><c> both</c><00:09:40.650><c> would</c><00:09:40.920><c> get</c><00:09:41.070><c> conversational</c>

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right<00:09:47.130><c> and</c><00:09:47.400><c> so</c><00:09:47.580><c> I</c><00:09:48.090><c> mean</c><00:09:48.450><c> service</c><00:09:48.810><c> is</c><00:09:48.960><c> very</c><00:09:48.990><c> good</c>

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right and so I mean service is very good
 

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right and so I mean service is very good
for<00:09:49.560><c> Amazon</c><00:09:50.190><c> and</c><00:09:50.400><c> Apple</c><00:09:50.820><c> to</c><00:09:51.090><c> have</c><00:09:51.210><c> all</c><00:09:51.330><c> this</c>

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for Amazon and Apple to have all this
 

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for Amazon and Apple to have all this
data<00:09:51.600><c> coming</c><00:09:51.930><c> in</c><00:09:52.140><c> into</c><00:09:52.560><c> the</c><00:09:52.800><c> systems</c><00:09:53.130><c> how</c><00:09:53.430><c> is</c>

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data coming in into the systems how is
 

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data coming in into the systems how is
it<00:09:53.700><c> good</c><00:09:53.850><c> for</c><00:09:53.880><c> small</c><00:09:54.150><c> guys</c><00:09:54.300><c> how</c><00:09:54.510><c> is</c><00:09:54.630><c> it</c><00:09:54.750><c> for</c><00:09:54.960><c> the</c>

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it good for small guys how is it for the
 

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it good for small guys how is it for the
community<00:09:55.170><c> right</c><00:09:55.710><c> how</c><00:09:56.070><c> do</c><00:09:56.130><c> we</c><00:09:56.250><c> get</c><00:09:56.370><c> our</c>

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community right how do we get our
 

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community right how do we get our
friends<00:09:56.910><c> over</c><00:10:03.470><c> getting</c><00:10:05.240><c> into</c><00:10:06.240><c> the</c><00:10:06.390><c> biggest</c>

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friends over getting into the biggest
 

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friends over getting into the biggest
focus<00:10:09.270><c> in</c><00:10:09.450><c> this</c><00:10:09.660><c> new</c><00:10:10.500><c> value</c><00:10:10.830><c> chain</c><00:10:11.100><c> is</c><00:10:11.820><c> to</c><00:10:12.060><c> be</c>

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focus in this new value chain is to be
 

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focus in this new value chain is to be
the<00:10:12.620><c> middle</c><00:10:14.540><c> so</c><00:10:15.560><c> typically</c><00:10:16.560><c> we</c><00:10:16.800><c> will</c><00:10:16.950><c> allow</c>

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the middle so typically we will allow
 

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the middle so typically we will allow
you<00:10:17.280><c> to</c><00:10:17.430><c> train</c><00:10:17.970><c> your</c><00:10:18.180><c> body</c><00:10:18.420><c> and</c><00:10:18.720><c> make</c><00:10:18.900><c> it</c>

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you to train your body and make it
 

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you to train your body and make it
energy<00:10:19.440><c> aware</c><00:10:20.010><c> so</c><00:10:20.370><c> to</c><00:10:20.430><c> say</c><00:10:20.670><c> just</c><00:10:21.360><c> by</c><00:10:21.480><c> plugging</c>

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energy aware so to say just by plugging
 

00:10:21.780 --> 00:10:35.840 align:start position:0%
energy aware so to say just by plugging
in<00:10:22.050><c> one</c><00:10:22.710><c> component</c><00:10:23.180><c> yeah</c><00:10:33.470><c> for</c><00:10:34.470><c> the</c><00:10:34.850><c> general</c>

00:10:35.840 --> 00:10:35.850 align:start position:0%
in one component yeah for the general
 

00:10:35.850 --> 00:10:38.650 align:start position:0%
in one component yeah for the general
one<00:10:36.560><c> that's</c><00:10:37.560><c> it</c>

00:10:38.650 --> 00:10:38.660 align:start position:0%
one that's it
 

00:10:38.660 --> 00:10:41.590 align:start position:0%
one that's it
the<00:10:39.050><c> data</c><00:10:39.290><c> there</c><00:10:39.950><c> is</c><00:10:40.400><c> so</c><00:10:40.790><c> much</c><00:10:41.000><c> of</c><00:10:41.240><c> a</c><00:10:41.330><c> challenge</c>

00:10:41.590 --> 00:10:41.600 align:start position:0%
the data there is so much of a challenge
 

00:10:41.600 --> 00:10:44.320 align:start position:0%
the data there is so much of a challenge
that<00:10:42.140><c> some</c><00:10:42.500><c> companies</c><00:10:43.070><c> are</c><00:10:43.180><c> coming</c><00:10:44.180><c> out</c>

00:10:44.320 --> 00:10:44.330 align:start position:0%
that some companies are coming out
 

00:10:44.330 --> 00:10:48.450 align:start position:0%
that some companies are coming out
saying<00:10:44.750><c> we're</c><00:10:45.290><c> probably</c><00:10:45.620><c> mm-hmm</c>

00:10:48.450 --> 00:10:48.460 align:start position:0%
 
 

00:10:48.460 --> 00:10:52.240 align:start position:0%
 
Fred<00:10:49.460><c> I</c><00:10:49.760><c> think</c><00:10:50.630><c> like</c><00:10:51.320><c> they</c><00:10:51.470><c> said</c><00:10:51.710><c> they</c><00:10:51.860><c> tasted</c>

00:10:52.240 --> 00:10:52.250 align:start position:0%
Fred I think like they said they tasted
 

00:10:52.250 --> 00:10:54.670 align:start position:0%
Fred I think like they said they tasted
you<00:10:52.400><c> already</c><00:10:52.760><c> I</c><00:10:52.970><c> don't</c><00:10:53.690><c> see</c><00:10:53.990><c> any</c><00:10:54.200><c> big</c><00:10:54.350><c> changes</c>

00:10:54.670 --> 00:10:54.680 align:start position:0%
you already I don't see any big changes
 

00:10:54.680 --> 00:10:57.520 align:start position:0%
you already I don't see any big changes
there<00:10:54.860><c> yes</c><00:10:55.430><c> I</c><00:10:55.940><c> like</c><00:10:56.540><c> the</c><00:10:56.660><c> middle</c><00:10:57.260><c> work</c><00:10:57.380><c> on</c>

00:10:57.520 --> 00:10:57.530 align:start position:0%
there yes I like the middle work on
 

00:10:57.530 --> 00:10:58.840 align:start position:0%
there yes I like the middle work on
spread<00:10:57.830><c> because</c><00:10:57.950><c> if</c><00:10:58.130><c> you</c><00:10:58.220><c> become</c><00:10:58.550><c> very</c>

00:10:58.840 --> 00:10:58.850 align:start position:0%
spread because if you become very
 

00:10:58.850 --> 00:11:00.490 align:start position:0%
spread because if you become very
skilled<00:10:59.420><c> and</c><00:10:59.600><c> very</c><00:10:59.660><c> specialized</c><00:11:00.230><c> in</c><00:11:00.260><c> certain</c>

00:11:00.490 --> 00:11:00.500 align:start position:0%
skilled and very specialized in certain
 

00:11:00.500 --> 00:11:03.190 align:start position:0%
skilled and very specialized in certain
aspects<00:11:01.090><c> it</c><00:11:02.090><c> sounds</c><00:11:02.300><c> like</c><00:11:02.390><c> the</c><00:11:02.600><c> big</c><00:11:02.990><c> players</c>

00:11:03.190 --> 00:11:03.200 align:start position:0%
aspects it sounds like the big players
 

00:11:03.200 --> 00:11:04.390 align:start position:0%
aspects it sounds like the big players
who<00:11:03.350><c> want</c><00:11:03.500><c> to</c><00:11:03.560><c> work</c><00:11:03.710><c> with</c><00:11:03.770><c> you</c><00:11:04.040><c> right</c><00:11:04.250><c> like</c><00:11:04.340><c> I</c>

00:11:04.390 --> 00:11:04.400 align:start position:0%
who want to work with you right like I
 

00:11:04.400 --> 00:11:06.670 align:start position:0%
who want to work with you right like I
want<00:11:04.640><c> to</c><00:11:04.670><c> plug</c><00:11:04.880><c> in</c><00:11:05.180><c> and</c><00:11:05.600><c> and</c><00:11:05.990><c> that</c><00:11:06.350><c> I</c><00:11:06.380><c> think</c>

00:11:06.670 --> 00:11:06.680 align:start position:0%
want to plug in and and that I think
 

00:11:06.680 --> 00:11:08.440 align:start position:0%
want to plug in and and that I think
that<00:11:06.770><c> was</c><00:11:06.950><c> the</c><00:11:07.070><c> kind</c><00:11:07.190><c> of</c><00:11:07.340><c> feature</c><00:11:08.120><c> of</c><00:11:08.360><c> the</c>

00:11:08.440 --> 00:11:08.450 align:start position:0%
that was the kind of feature of the
 

00:11:08.450 --> 00:11:10.810 align:start position:0%
that was the kind of feature of the
market<00:11:08.780><c> beforehand</c><00:11:09.620><c> you</c><00:11:09.770><c> become</c><00:11:10.040><c> very</c><00:11:10.580><c> good</c>

00:11:10.810 --> 00:11:10.820 align:start position:0%
market beforehand you become very good
 

00:11:10.820 --> 00:11:12.940 align:start position:0%
market beforehand you become very good
at<00:11:11.060><c> something</c><00:11:11.180><c> and</c><00:11:11.690><c> you</c><00:11:12.350><c> provided</c><00:11:12.800><c> to</c><00:11:12.830><c> the</c>

00:11:12.940 --> 00:11:12.950 align:start position:0%
at something and you provided to the
 

00:11:12.950 --> 00:11:15.520 align:start position:0%
at something and you provided to the
service<00:11:13.250><c> look</c><00:11:13.910><c> at</c><00:11:14.030><c> Alexa</c><00:11:14.390><c> Elissa</c><00:11:15.380><c> was</c>

00:11:15.520 --> 00:11:15.530 align:start position:0%
service look at Alexa Elissa was
 

00:11:15.530 --> 00:11:19.630 align:start position:0%
service look at Alexa Elissa was
released<00:11:15.890><c> I</c><00:11:16.160><c> think</c><00:11:16.570><c> 2014</c><00:11:17.570><c> December</c><00:11:18.640><c> it's</c>

00:11:19.630 --> 00:11:19.640 align:start position:0%
released I think 2014 December it's
 

00:11:19.640 --> 00:11:21.910 align:start position:0%
released I think 2014 December it's
almost<00:11:19.940><c> three</c><00:11:20.210><c> years</c><00:11:20.240><c> later</c><00:11:20.660><c> we</c><00:11:21.560><c> have</c><00:11:21.740><c> only</c>

00:11:21.910 --> 00:11:21.920 align:start position:0%
almost three years later we have only
 

00:11:21.920 --> 00:11:23.650 align:start position:0%
almost three years later we have only
one<00:11:22.160><c> thing</c><00:11:22.340><c> we</c><00:11:22.460><c> can</c><00:11:22.520><c> have</c><00:11:22.850><c> they</c><00:11:23.270><c> are</c><00:11:23.360><c> really</c>

00:11:23.650 --> 00:11:23.660 align:start position:0%
one thing we can have they are really
 

00:11:23.660 --> 00:11:30.940 align:start position:0%
one thing we can have they are really
simply<00:11:26.920><c> sera</c><00:11:27.920><c> Mzoli's</c><00:11:28.720><c> so</c><00:11:29.720><c> how</c><00:11:30.380><c> come</c><00:11:30.560><c> I</c><00:11:30.770><c> mean</c>

00:11:30.940 --> 00:11:30.950 align:start position:0%
simply sera Mzoli's so how come I mean
 

00:11:30.950 --> 00:11:34.480 align:start position:0%
simply sera Mzoli's so how come I mean
that's<00:11:31.220><c> his</c><00:11:31.370><c> fashion</c><00:11:32.060><c> or</c><00:11:32.960><c> he</c><00:11:33.170><c> I</c><00:11:33.500><c> know</c><00:11:33.890><c> that</c><00:11:34.280><c> it</c>

00:11:34.480 --> 00:11:34.490 align:start position:0%
that's his fashion or he I know that it
 

00:11:34.490 --> 00:11:36.250 align:start position:0%
that's his fashion or he I know that it
that<00:11:34.760><c> everybody</c><00:11:35.150><c> would</c><00:11:35.450><c> want</c><00:11:35.690><c> to</c><00:11:35.780><c> buy</c><00:11:35.930><c> in</c>

00:11:36.250 --> 00:11:36.260 align:start position:0%
that everybody would want to buy in
 

00:11:36.260 --> 00:11:44.610 align:start position:0%
that everybody would want to buy in
Spain<00:11:37.150><c> Germany</c><00:11:38.150><c> France</c><00:11:38.780><c> China</c><00:11:39.590><c> whatever</c>

00:11:44.610 --> 00:11:44.620 align:start position:0%
 
 

00:11:44.620 --> 00:11:46.540 align:start position:0%
 
interesting<00:11:45.620><c> so</c><00:11:45.830><c> maybe</c><00:11:46.010><c> the</c><00:11:46.220><c> skills</c>

00:11:46.540 --> 00:11:46.550 align:start position:0%
interesting so maybe the skills
 

00:11:46.550 --> 00:11:47.740 align:start position:0%
interesting so maybe the skills
architecture<00:11:47.150><c> needs</c><00:11:47.390><c> to</c><00:11:47.480><c> be</c><00:11:47.570><c> more</c>

00:11:47.740 --> 00:11:47.750 align:start position:0%
architecture needs to be more
 

00:11:47.750 --> 00:11:51.670 align:start position:0%
architecture needs to be more
transferable<00:11:48.400><c> exactly</c><00:11:49.400><c> interesting</c><00:11:50.680><c> design</c>

00:11:51.670 --> 00:11:51.680 align:start position:0%
transferable exactly interesting design
 

00:11:51.680 --> 00:11:55.240 align:start position:0%
transferable exactly interesting design
and<00:11:51.950><c> implement</c><00:11:53.710><c> well</c><00:11:54.710><c> this</c><00:11:54.890><c> is</c><00:11:55.040><c> a</c><00:11:55.070><c> great</c>

00:11:55.240 --> 00:11:55.250 align:start position:0%
and implement well this is a great
 

00:11:55.250 --> 00:11:56.140 align:start position:0%
and implement well this is a great
thought<00:11:55.430><c> so</c>

00:11:56.140 --> 00:11:56.150 align:start position:0%
thought so
 

00:11:56.150 --> 00:11:59.380 align:start position:0%
thought so
we<00:11:56.570><c> live</c><00:11:56.840><c> you</c><00:11:57.380><c> know</c><00:11:57.500><c> on</c><00:11:57.890><c> the</c><00:11:58.070><c> spot</c><00:11:58.130><c> we'll</c><00:11:58.880><c> look</c>

00:11:59.380 --> 00:11:59.390 align:start position:0%
we live you know on the spot we'll look
 

00:11:59.390 --> 00:12:01.120 align:start position:0%
we live you know on the spot we'll look
forward<00:11:59.660><c> to</c><00:11:59.780><c> your</c><00:11:59.930><c> technical</c><00:12:00.410><c> talk</c><00:12:00.560><c> and</c><00:12:00.800><c> you</c>

00:12:01.120 --> 00:12:01.130 align:start position:0%
forward to your technical talk and you
 

00:12:01.130 --> 00:12:02.890 align:start position:0%
forward to your technical talk and you
know<00:12:01.250><c> great</c><00:12:01.880><c> to</c><00:12:01.970><c> have</c><00:12:02.120><c> you</c><00:12:02.180><c> back</c><00:12:02.330><c> and</c><00:12:02.570><c> thank</c>

00:12:02.890 --> 00:12:02.900 align:start position:0%
know great to have you back and thank
 

00:12:02.900 --> 00:12:04.720 align:start position:0%
know great to have you back and thank
you<00:12:02.960><c> guys</c><00:12:03.050><c> for</c><00:12:03.110><c> coming</c><00:12:03.530><c> looking</c><00:12:03.860><c> forward</c><00:12:04.010><c> ok</c>

00:12:04.720 --> 00:12:04.730 align:start position:0%
you guys for coming looking forward ok
 

00:12:04.730 --> 00:12:07.230 align:start position:0%
you guys for coming looking forward ok
thank<00:12:05.600><c> you</c>

00:12:07.230 --> 00:12:07.240 align:start position:0%
thank you
 

00:12:07.240 --> 00:12:15.330 align:start position:0%
thank you
you

00:12:15.330 --> 00:12:15.340 align:start position:0%
 
 

00:12:15.340 --> 00:12:18.549 align:start position:0%
 
[Music]

