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Language: en

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so<00:00:00.640><c> we're</c><00:00:00.799><c> just</c><00:00:00.880><c> gonna</c><00:00:01.040><c> be</c><00:00:01.120><c> asking</c><00:00:01.439><c> about</c><00:00:01.920><c> your</c>

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so we're just gonna be asking about your
 

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so we're just gonna be asking about your
career<00:00:02.720><c> and</c>

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career and
 

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career and
experiences<00:00:03.679><c> in</c><00:00:03.760><c> robotics</c><00:00:05.120><c> great</c><00:00:05.759><c> i'm</c>

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experiences in robotics great i'm
 

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experiences in robotics great i'm
happy<00:00:06.560><c> to</c><00:00:06.720><c> talk</c><00:00:06.879><c> about</c><00:00:07.200><c> it</c><00:00:07.759><c> so</c><00:00:07.919><c> can</c><00:00:08.080><c> you</c><00:00:08.240><c> start</c>

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happy to talk about it so can you start
 

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happy to talk about it so can you start
by<00:00:08.559><c> telling</c><00:00:08.880><c> us</c>

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by telling us
 

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by telling us
where<00:00:09.599><c> you're</c><00:00:09.840><c> born</c><00:00:10.160><c> where</c><00:00:10.400><c> you</c><00:00:10.480><c> grew</c><00:00:10.719><c> up</c><00:00:11.840><c> i</c>

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where you're born where you grew up i
 

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where you're born where you grew up i
was<00:00:12.080><c> born</c><00:00:12.320><c> in</c><00:00:12.400><c> nigeria</c>

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was born in nigeria
 

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was born in nigeria
and<00:00:15.440><c> only</c><00:00:15.679><c> lived</c><00:00:15.759><c> there</c><00:00:15.920><c> for</c><00:00:16.080><c> six</c><00:00:16.320><c> months</c>

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and only lived there for six months
 

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and only lived there for six months
my<00:00:17.520><c> family</c><00:00:17.840><c> was</c><00:00:18.000><c> there</c><00:00:18.400><c> my</c><00:00:18.560><c> parents</c><00:00:18.800><c> were</c>

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my family was there my parents were
 

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my family was there my parents were
there<00:00:19.199><c> as</c><00:00:19.359><c> teachers</c>

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there as teachers
 

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there as teachers
and<00:00:20.960><c> a</c><00:00:21.039><c> little</c><00:00:21.920><c> village</c><00:00:22.480><c> called</c>

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and a little village called
 

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and a little village called
kenny<00:00:25.359><c> so</c><00:00:26.080><c> we</c>

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kenny so we
 

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kenny so we
and<00:00:28.400><c> it's</c><00:00:28.560><c> always</c><00:00:28.880><c> amazed</c><00:00:29.199><c> me</c><00:00:29.359><c> that</c><00:00:29.439><c> they</c>

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and it's always amazed me that they
 

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and it's always amazed me that they
decided<00:00:30.080><c> to</c><00:00:30.480><c> have</c><00:00:30.720><c> a</c><00:00:30.800><c> baby</c>

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decided to have a baby
 

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decided to have a baby
in<00:00:31.679><c> this</c><00:00:31.840><c> remote</c><00:00:32.480><c> village</c><00:00:32.800><c> that</c><00:00:32.960><c> didn't</c><00:00:33.200><c> even</c>

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in this remote village that didn't even
 

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in this remote village that didn't even
have<00:00:33.440><c> running</c><00:00:33.680><c> water</c><00:00:33.920><c> when</c><00:00:34.079><c> they</c><00:00:34.239><c> first</c><00:00:34.480><c> got</c>

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have running water when they first got
 

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have running water when they first got
there

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there
 

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there
but<00:00:35.840><c> my</c><00:00:36.000><c> father</c><00:00:36.239><c> was</c><00:00:36.399><c> an</c><00:00:36.480><c> engineer</c>

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but my father was an engineer
 

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but my father was an engineer
metallurgist<00:00:38.000><c> and</c><00:00:38.160><c> my</c><00:00:38.320><c> mother</c><00:00:38.559><c> was</c><00:00:38.719><c> a</c><00:00:38.800><c> teacher</c>

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metallurgist and my mother was a teacher
 

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metallurgist and my mother was a teacher
psychologist<00:00:40.079><c> and</c><00:00:40.320><c> so</c><00:00:41.440><c> they</c><00:00:41.760><c> we</c><00:00:41.920><c> lived</c><00:00:42.160><c> there</c>

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psychologist and so they we lived there
 

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psychologist and so they we lived there
until<00:00:43.680><c> for</c><00:00:43.840><c> about</c><00:00:44.000><c> six</c><00:00:44.239><c> months</c><00:00:44.480><c> then</c><00:00:44.640><c> my</c><00:00:44.800><c> mom</c>

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until for about six months then my mom
 

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until for about six months then my mom
said<00:00:45.120><c> we</c><00:00:45.280><c> gotta</c><00:00:45.520><c> get</c><00:00:45.680><c> out</c><00:00:45.840><c> of</c><00:00:45.920><c> here</c>

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said we gotta get out of here
 

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said we gotta get out of here
and<00:00:46.960><c> uh</c><00:00:48.239><c> they</c><00:00:48.399><c> had</c><00:00:48.640><c> netting</c><00:00:48.960><c> over</c><00:00:49.200><c> my</c><00:00:49.360><c> bed</c>

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and uh they had netting over my bed
 

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and uh they had netting over my bed
because<00:00:50.559><c> there</c><00:00:50.719><c> was</c><00:00:51.760><c> spiders</c><00:00:52.239><c> and</c><00:00:52.399><c> scorpions</c>

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because there was spiders and scorpions
 

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because there was spiders and scorpions
and<00:00:53.199><c> all</c><00:00:53.360><c> kinds</c><00:00:53.520><c> of</c><00:00:53.600><c> stuff</c><00:00:53.840><c> like</c><00:00:54.000><c> that</c><00:00:54.160><c> so</c>

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and all kinds of stuff like that so
 

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and all kinds of stuff like that so
to<00:00:54.879><c> keep</c><00:00:55.039><c> them</c><00:00:55.280><c> off</c><00:00:55.360><c> of</c><00:00:55.520><c> the</c><00:00:55.600><c> baby</c><00:00:57.039><c> and</c><00:00:57.120><c> then</c><00:00:57.280><c> we</c>

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to keep them off of the baby and then we
 

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to keep them off of the baby and then we
moved<00:00:57.600><c> back</c><00:00:57.920><c> to</c>

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moved back to
 

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moved back to
columbus<00:00:58.879><c> ohio</c><00:00:59.520><c> my</c><00:00:59.760><c> father</c><00:01:00.079><c> did</c><00:01:00.239><c> his</c><00:01:00.320><c> phd</c>

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columbus ohio my father did his phd
 

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columbus ohio my father did his phd
there<00:01:01.120><c> at</c><00:01:01.359><c> the</c>

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there at the
 

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there at the
at<00:01:01.920><c> ohio</c><00:01:02.239><c> state</c><00:01:03.120><c> and</c><00:01:03.280><c> then</c><00:01:03.760><c> we</c><00:01:03.920><c> moved</c><00:01:04.159><c> to</c>

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at ohio state and then we moved to
 

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at ohio state and then we moved to
bethlehem<00:01:04.960><c> pennsylvania</c><00:01:05.600><c> which</c><00:01:05.760><c> was</c><00:01:05.920><c> a</c><00:01:06.000><c> steel</c>

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bethlehem pennsylvania which was a steel
 

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bethlehem pennsylvania which was a steel
town

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town
 

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town
he<00:01:07.119><c> was</c><00:01:07.200><c> a</c><00:01:07.360><c> steel</c><00:01:08.159><c> and</c><00:01:08.320><c> good</c><00:01:08.479><c> research</c><00:01:08.880><c> and</c>

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he was a steel and good research and
 

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he was a steel and good research and
steel

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steel
 

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steel
so<00:01:10.320><c> that's</c><00:01:10.479><c> where</c><00:01:10.640><c> i</c><00:01:10.720><c> grew</c><00:01:10.880><c> up</c><00:01:11.200><c> so</c><00:01:12.560><c> it's</c>

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so that's where i grew up so it's
 

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so that's where i grew up so it's
a<00:01:13.600><c> little</c><00:01:13.760><c> town</c><00:01:14.000><c> of</c><00:01:14.080><c> pennsylvania</c><00:01:16.000><c> where</c><00:01:16.159><c> did</c>

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a little town of pennsylvania where did
 

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a little town of pennsylvania where did
you<00:01:16.400><c> do</c><00:01:16.560><c> your</c><00:01:16.720><c> undergraduate</c><00:01:17.360><c> studies</c>

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you do your undergraduate studies
 

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you do your undergraduate studies
so<00:01:18.320><c> then</c><00:01:18.479><c> i</c><00:01:18.560><c> did</c><00:01:18.799><c> undergrad</c><00:01:19.200><c> at</c><00:01:19.360><c> penn</c><00:01:19.920><c> which</c>

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so then i did undergrad at penn which
 

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so then i did undergrad at penn which
was<00:01:20.640><c> actually</c>

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was actually
 

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was actually
where<00:01:22.080><c> both</c><00:01:22.320><c> my</c><00:01:22.479><c> parents</c><00:01:22.720><c> had</c><00:01:22.880><c> attended</c><00:01:23.360><c> as</c>

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where both my parents had attended as
 

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where both my parents had attended as
well<00:01:24.240><c> and</c><00:01:24.400><c> i</c><00:01:24.560><c> studied</c>

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well and i studied
 

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well and i studied
i<00:01:25.600><c> started</c><00:01:26.000><c> out</c><00:01:26.880><c> actually</c><00:01:27.119><c> doing</c><00:01:27.360><c> metallurgy</c>

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i started out actually doing metallurgy
 

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i started out actually doing metallurgy
like<00:01:28.000><c> my</c><00:01:28.240><c> father</c><00:01:28.640><c> but</c><00:01:28.799><c> i</c><00:01:28.960><c> realized</c><00:01:29.200><c> i</c><00:01:29.280><c> didn't</c>

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like my father but i realized i didn't
 

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like my father but i realized i didn't
like<00:01:29.680><c> it</c>

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like it
 

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like it
and<00:01:30.560><c> so</c><00:01:30.720><c> i</c><00:01:30.880><c> ditched</c><00:01:31.200><c> that</c><00:01:31.520><c> and</c><00:01:32.000><c> um</c><00:01:32.799><c> i</c>

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and so i ditched that and um i
 

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and so i ditched that and um i
wandered<00:01:34.400><c> over</c><00:01:34.720><c> to</c><00:01:34.880><c> the</c><00:01:35.280><c> ee</c><00:01:35.680><c> department</c><00:01:36.880><c> ended</c>

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wandered over to the ee department ended
 

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wandered over to the ee department ended
up

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up
 

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up
doing<00:01:38.320><c> majoring</c><00:01:38.720><c> in</c><00:01:38.960><c> electrical</c><00:01:39.360><c> engineering</c>

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doing majoring in electrical engineering
 

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doing majoring in electrical engineering
but

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but
 

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but
one<00:01:42.560><c> part</c><00:01:42.720><c> of</c><00:01:42.799><c> that</c><00:01:43.040><c> story</c><00:01:43.439><c> well</c><00:01:43.600><c> i</c><00:01:43.680><c> took</c><00:01:43.920><c> a</c>

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one part of that story well i took a
 

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one part of that story well i took a
year<00:01:44.240><c> off</c><00:01:44.560><c> i</c><00:01:44.720><c> did</c><00:01:44.880><c> a</c><00:01:45.280><c> year</c><00:01:45.520><c> abroad</c>

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year off i did a year abroad
 

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year off i did a year abroad
and<00:01:46.560><c> my</c><00:01:46.720><c> junior</c><00:01:47.040><c> year</c><00:01:47.360><c> in</c><00:01:47.520><c> scotland</c><00:01:48.799><c> and</c>

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and my junior year in scotland and
 

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and my junior year in scotland and
that's<00:01:49.600><c> when</c><00:01:49.759><c> i</c><00:01:49.840><c> discovered</c>

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that's when i discovered
 

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that's when i discovered
actually<00:01:51.680><c> the</c><00:01:51.920><c> way</c><00:01:52.079><c> it</c><00:01:52.240><c> worked</c><00:01:52.399><c> there</c><00:01:52.560><c> you</c><00:01:52.960><c> had</c>

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actually the way it worked there you had
 

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actually the way it worked there you had
a<00:01:53.360><c> they</c><00:01:53.520><c> had</c> a<00:01:53.840><c> fair</c>

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a they had a fair
 

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a they had a fair
different<00:01:54.720><c> types</c><00:01:55.040><c> of</c><00:01:56.560><c> courses</c><00:01:56.960><c> you</c><00:01:57.119><c> could</c>

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different types of courses you could
 

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different types of courses you could
take<00:01:57.439><c> and</c><00:01:57.520><c> i</c><00:01:57.600><c> was</c><00:01:57.759><c> wandering</c><00:01:58.079><c> around</c><00:01:58.240><c> there</c>

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take and i was wandering around there
 

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take and i was wandering around there
and<00:01:58.560><c> there</c><00:01:58.640><c> was</c><00:01:58.719><c> a</c><00:01:58.799><c> guy</c>

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and there was a guy
 

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and there was a guy
sitting<00:01:59.600><c> at</c><00:01:59.759><c> this</c><00:02:00.399><c> table</c><00:02:00.719><c> with</c><00:02:00.960><c> a.i</c>

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sitting at this table with a.i
 

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sitting at this table with a.i
and<00:02:02.719><c> so</c><00:02:03.040><c> i</c><00:02:03.200><c> took</c><00:02:03.520><c> a</c><00:02:03.759><c> full</c><00:02:04.000><c> year</c><00:02:04.320><c> course</c><00:02:04.560><c> in</c><00:02:04.719><c> ai</c>

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and so i took a full year course in ai
 

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and so i took a full year course in ai
had<00:02:06.159><c> aspects</c><00:02:06.640><c> of</c><00:02:06.799><c> robotics</c><00:02:07.439><c> and</c><00:02:07.520><c> all</c><00:02:07.680><c> these</c>

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had aspects of robotics and all these
 

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had aspects of robotics and all these
different<00:02:08.080><c> parts</c><00:02:08.399><c> of</c><00:02:08.479><c> it</c><00:02:08.640><c> and</c><00:02:08.720><c> that's</c><00:02:08.959><c> when</c><00:02:09.200><c> i</c>

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different parts of it and that's when i
 

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different parts of it and that's when i
sort<00:02:09.840><c> of</c><00:02:10.000><c> discovered</c><00:02:10.399><c> robotics</c><00:02:10.800><c> but</c><00:02:10.959><c> when</c><00:02:11.120><c> i</c>

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sort of discovered robotics but when i
 

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sort of discovered robotics but when i
came<00:02:11.440><c> back</c><00:02:12.400><c> i</c><00:02:12.560><c> never</c><00:02:12.720><c> forget</c><00:02:13.040><c> i</c><00:02:13.120><c> was</c><00:02:13.280><c> walking</c>

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came back i never forget i was walking
 

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came back i never forget i was walking
in<00:02:13.760><c> the</c>

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in the
 

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in the
electrical<00:02:14.800><c> engineering</c><00:02:15.200><c> building</c><00:02:15.520><c> at</c><00:02:15.680><c> penn</c>

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electrical engineering building at penn
 

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electrical engineering building at penn
and<00:02:16.959><c> i</c><00:02:17.200><c> saw</c><00:02:17.520><c> a</c><00:02:17.680><c> sign</c><00:02:18.000><c> for</c><00:02:18.160><c> the</c><00:02:18.319><c> esp</c><00:02:18.959><c> lab</c>

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and i saw a sign for the esp lab
 

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and i saw a sign for the esp lab
i<00:02:20.640><c> thought</c><00:02:20.879><c> the</c><00:02:21.040><c> esp</c><00:02:21.599><c> they're</c><00:02:21.760><c> doing</c><00:02:22.000><c> research</c>

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i thought the esp they're doing research
 

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i thought the esp they're doing research
and<00:02:22.560><c> esp</c><00:02:23.120><c> here</c><00:02:23.360><c> i</c><00:02:23.440><c> just</c><00:02:23.599><c> have</c><00:02:23.680><c> to</c><00:02:23.840><c> check</c><00:02:24.000><c> this</c>

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and esp here i just have to check this
 

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and esp here i just have to check this
out

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out
 

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out
so<00:02:25.040><c> i</c><00:02:25.200><c> went</c><00:02:26.000><c> and</c><00:02:26.480><c> it</c><00:02:26.720><c> turned</c><00:02:26.959><c> out</c><00:02:27.040><c> to</c><00:02:27.120><c> be</c><00:02:27.200><c> a</c>

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so i went and it turned out to be a
 

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so i went and it turned out to be a
robotics<00:02:27.840><c> lab</c>

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robotics lab
 

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robotics lab
and<00:02:29.360><c> esp</c><00:02:29.920><c> stood</c><00:02:30.160><c> for</c><00:02:30.400><c> experimental</c><00:02:31.120><c> sensory</c>

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and esp stood for experimental sensory
 

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and esp stood for experimental sensory
processing

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processing
 

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processing
and<00:02:33.120><c> it</c><00:02:33.200><c> was</c><00:02:33.360><c> rojana</c><00:02:33.760><c> baichi's</c><00:02:34.160><c> lab</c><00:02:35.120><c> so</c><00:02:35.360><c> that's</c>

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and it was rojana baichi's lab so that's
 

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and it was rojana baichi's lab so that's
she<00:02:36.000><c> was</c><00:02:36.160><c> the</c><00:02:36.239><c> one</c><00:02:36.400><c> who</c>

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she was the one who
 

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she was the one who
started<00:02:37.360><c> me</c><00:02:37.519><c> off</c><00:02:37.760><c> on</c><00:02:38.080><c> during</c><00:02:38.400><c> research</c><00:02:38.720><c> and</c>

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started me off on during research and
 

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started me off on during research and
robotics<00:02:39.280><c> and</c><00:02:39.360><c> i</c><00:02:39.519><c> did</c><00:02:39.680><c> as</c><00:02:39.840><c> an</c><00:02:40.000><c> undergrad</c><00:02:40.480><c> i</c>

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robotics and i did as an undergrad i
 

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robotics and i did as an undergrad i
just<00:02:40.959><c> hung</c><00:02:41.120><c> out</c><00:02:41.280><c> with</c><00:02:41.360><c> the</c><00:02:41.440><c> grad</c><00:02:41.680><c> students</c><00:02:42.080><c> for</c>

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just hung out with the grad students for
 

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just hung out with the grad students for
the<00:02:42.879><c> last</c><00:02:43.120><c> two</c><00:02:43.280><c> years</c><00:02:43.440><c> i</c><00:02:43.519><c> was</c><00:02:43.680><c> there</c>

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so<00:02:46.640><c> then</c><00:02:46.879><c> after</c><00:02:47.440><c> undergraduate</c><00:02:49.040><c> where</c><00:02:49.280><c> did</c>

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so then after undergraduate where did
 

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so then after undergraduate where did
you<00:02:49.599><c> go</c>

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you go
 

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you go
um<00:02:51.280><c> then</c><00:02:51.440><c> i</c><00:02:51.519><c> went</c><00:02:51.680><c> to</c><00:02:51.760><c> carnegie</c><00:02:52.160><c> mellon</c><00:02:53.040><c> and</c><00:02:53.599><c> i</c>

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um then i went to carnegie mellon and i
 

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um then i went to carnegie mellon and i
worked

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worked
 

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worked
with<00:02:56.400><c> two</c><00:02:56.720><c> faculty</c><00:02:57.120><c> there</c>

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with two faculty there
 

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with two faculty there
mark<00:02:57.920><c> rayburt</c><00:02:58.560><c> who</c><00:02:58.720><c> was</c><00:02:58.879><c> doing</c><00:02:59.120><c> the</c><00:02:59.360><c> the</c>

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mark rayburt who was doing the the
 

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mark rayburt who was doing the the
running<00:02:59.760><c> machines</c>

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running machines
 

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running machines
and<00:03:01.360><c> he</c><00:03:01.440><c> was</c><00:03:01.599><c> also</c><00:03:01.840><c> doing</c><00:03:02.080><c> tactile</c><00:03:02.640><c> sensing</c><00:03:03.040><c> i</c>

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and he was also doing tactile sensing i
 

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and he was also doing tactile sensing i
was<00:03:03.280><c> very</c><00:03:03.440><c> interested</c><00:03:03.920><c> in</c>

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was very interested in
 

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was very interested in
how<00:03:04.560><c> do</c><00:03:04.640><c> you</c><00:03:04.800><c> give</c><00:03:05.920><c> robots</c><00:03:06.400><c> a</c><00:03:06.480><c> sense</c><00:03:06.720><c> of</c><00:03:06.879><c> touch</c>

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how do you give robots a sense of touch
 

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how do you give robots a sense of touch
so<00:03:07.840><c> there</c><00:03:08.000><c> are</c><00:03:08.080><c> always</c><00:03:08.640><c> interesting</c><00:03:09.040><c> problems</c>

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so there are always interesting problems
 

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so there are always interesting problems
it's<00:03:09.519><c> still</c><00:03:09.680><c> not</c><00:03:09.840><c> a</c><00:03:09.920><c> solved</c><00:03:10.239><c> problem</c><00:03:10.560><c> actually</c>

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it's still not a solved problem actually
 

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it's still not a solved problem actually
is

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is
 

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is
the<00:03:12.560><c> having</c><00:03:12.800><c> a</c><00:03:12.879><c> reliable</c><00:03:13.440><c> sensor</c><00:03:13.840><c> human</c><00:03:14.159><c> sense</c>

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the having a reliable sensor human sense
 

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the having a reliable sensor human sense
of<00:03:14.480><c> touch</c><00:03:14.800><c> is</c><00:03:14.959><c> incredible</c>

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of touch is incredible
 

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of touch is incredible
that<00:03:16.239><c> we</c><00:03:16.319><c> can</c><00:03:16.480><c> detect</c><00:03:16.959><c> a</c><00:03:17.519><c> very</c><00:03:17.920><c> microscopic</c>

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that we can detect a very microscopic
 

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that we can detect a very microscopic
little<00:03:19.360><c> ridge</c><00:03:19.599><c> if</c><00:03:19.760><c> you</c><00:03:19.840><c> run</c><00:03:20.000><c> your</c><00:03:20.080><c> finger</c>

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little ridge if you run your finger
 

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little ridge if you run your finger
across<00:03:20.800><c> it</c><00:03:21.040><c> you</c><00:03:21.280><c> don't</c><00:03:21.360><c> have</c><00:03:21.519><c> anything</c><00:03:21.760><c> that</c>

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across it you don't have anything that
 

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across it you don't have anything that
can<00:03:22.080><c> do</c><00:03:22.159><c> that</c>

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can do that
 

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can do that
as<00:03:22.720><c> a</c><00:03:22.800><c> robotic</c><00:03:23.280><c> device</c><00:03:24.879><c> and</c><00:03:25.280><c> but</c><00:03:25.440><c> when</c><00:03:25.599><c> i</c><00:03:25.680><c> was</c>

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as a robotic device and but when i was
 

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as a robotic device and but when i was
at<00:03:25.840><c> carnegie</c><00:03:26.239><c> mellon</c><00:03:26.480><c> i</c><00:03:26.560><c> met</c><00:03:26.799><c> matt</c><00:03:27.040><c> mason</c>

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at carnegie mellon i met matt mason
 

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at carnegie mellon i met matt mason
and<00:03:28.480><c> he</c><00:03:29.040><c> was</c><00:03:29.920><c> doing</c><00:03:30.400><c> work</c><00:03:30.720><c> on</c><00:03:30.879><c> the</c><00:03:31.120><c> theory</c><00:03:31.440><c> of</c>

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and he was doing work on the theory of
 

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and he was doing work on the theory of
manipulation

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manipulation
 

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manipulation
and<00:03:33.200><c> much</c><00:03:33.519><c> more</c><00:03:33.760><c> of</c><00:03:33.840><c> the</c><00:03:34.560><c> mathematical</c>

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and much more of the mathematical
 

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and much more of the mathematical
modeling<00:03:35.760><c> and</c><00:03:35.840><c> geometry</c><00:03:36.480><c> and</c><00:03:36.640><c> i</c>

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modeling and geometry and i
 

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modeling and geometry and i
really<00:03:37.440><c> got</c><00:03:37.599><c> excited</c><00:03:37.920><c> by</c><00:03:38.159><c> that</c><00:03:38.400><c> and</c><00:03:38.480><c> that's</c>

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really got excited by that and that's
 

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really got excited by that and that's
what<00:03:38.799><c> i</c><00:03:38.879><c> ended</c><00:03:39.040><c> up</c><00:03:39.120><c> doing</c><00:03:39.360><c> my</c><00:03:39.440><c> dissertation</c>

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so<00:03:42.799><c> what</c><00:03:42.959><c> was</c><00:03:43.040><c> your</c><00:03:43.200><c> dissertation</c><00:03:43.760><c> project</c>

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so what was your dissertation project
 

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so what was your dissertation project
distribution<00:03:45.440><c> was</c><00:03:45.760><c> um</c>

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distribution was um
 

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distribution was um
was<00:03:47.519><c> on</c><00:03:48.159><c> the</c><00:03:49.280><c> mechanics</c><00:03:49.680><c> of</c><00:03:49.760><c> manipulation</c>

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was on the mechanics of manipulation
 

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was on the mechanics of manipulation
so<00:03:51.120><c> what</c><00:03:51.360><c> we</c><00:03:51.519><c> looked</c><00:03:51.840><c> at</c><00:03:52.480><c> was</c><00:03:53.040><c> the</c><00:03:53.200><c> problem</c><00:03:53.680><c> of</c>

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so what we looked at was the problem of
 

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so what we looked at was the problem of
orienting<00:03:56.239><c> parts</c><00:03:56.799><c> grasping</c><00:03:57.280><c> and</c><00:03:57.439><c> orienting</c>

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orienting parts grasping and orienting
 

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orienting parts grasping and orienting
parts

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parts
 

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parts
and<00:03:59.280><c> in</c><00:03:59.439><c> particular</c><00:04:00.799><c> what</c><00:04:01.519><c> we</c><00:04:01.680><c> looked</c><00:04:01.840><c> at</c><00:04:01.920><c> was</c>

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and in particular what we looked at was
 

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and in particular what we looked at was
a<00:04:02.159><c> very</c><00:04:02.319><c> simple</c><00:04:02.640><c> gripper</c>

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a very simple gripper
 

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a very simple gripper
the<00:04:03.360><c> parallel</c><00:04:03.840><c> jaw</c><00:04:04.000><c> gripper</c><00:04:04.799><c> and</c><00:04:04.879><c> that's</c><00:04:05.760><c> the</c>

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the parallel jaw gripper and that's the
 

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the parallel jaw gripper and that's the
simplest<00:04:06.319><c> gripper</c>

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simplest gripper
 

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simplest gripper
actually<00:04:07.760><c> that's</c><00:04:08.000><c> one</c><00:04:08.640><c> it</c><00:04:08.799><c> just</c><00:04:08.959><c> opens</c><00:04:09.280><c> and</c>

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actually that's one it just opens and
 

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actually that's one it just opens and
closes<00:04:09.920><c> and</c><00:04:10.159><c> just</c><00:04:10.319><c> binary</c><00:04:10.959><c> on</c><00:04:11.200><c> off</c>

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closes and just binary on off
 

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closes and just binary on off
just<00:04:12.239><c> but</c><00:04:12.400><c> you</c><00:04:12.480><c> can</c><00:04:12.560><c> pick</c><00:04:12.799><c> things</c><00:04:13.040><c> up</c><00:04:13.120><c> with</c>

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just but you can pick things up with
 

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just but you can pick things up with
them<00:04:13.920><c> in</c><00:04:14.000><c> fact</c><00:04:14.239><c> we</c><00:04:14.319><c> argue</c><00:04:14.640><c> that</c><00:04:14.879><c> you</c><00:04:14.959><c> could</c><00:04:15.120><c> do</c>

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them in fact we argue that you could do
 

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them in fact we argue that you could do
remarkable<00:04:15.920><c> things</c><00:04:16.160><c> because</c><00:04:16.400><c> if</c><00:04:16.560><c> you</c><00:04:16.720><c> look</c><00:04:16.959><c> at</c>

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remarkable things because if you look at
 

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remarkable things because if you look at
someone<00:04:17.359><c> eating</c><00:04:17.600><c> chinese</c><00:04:17.919><c> food</c>

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someone eating chinese food
 

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someone eating chinese food
with<00:04:18.959><c> chopsticks</c><00:04:19.600><c> right</c><00:04:19.759><c> that's</c><00:04:20.479><c> you</c><00:04:20.560><c> know</c>

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with chopsticks right that's you know
 

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with chopsticks right that's you know
parallel<00:04:21.359><c> jaw</c><00:04:21.519><c> gripper</c><00:04:21.919><c> basically</c>

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parallel jaw gripper basically
 

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parallel jaw gripper basically
we<00:04:23.600><c> started</c><00:04:23.840><c> looking</c><00:04:24.160><c> at</c><00:04:24.240><c> how</c><00:04:24.400><c> you</c><00:04:24.479><c> can</c><00:04:24.639><c> use</c><00:04:24.800><c> it</c>

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we started looking at how you can use it
 

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we started looking at how you can use it
to<00:04:25.040><c> orient</c><00:04:25.440><c> parts</c><00:04:25.759><c> appointment</c><00:04:26.240><c> factory</c>

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to orient parts appointment factory
 

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to orient parts appointment factory
assembly<00:04:27.040><c> line</c>

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assembly line
 

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assembly line
and<00:04:28.560><c> we</c><00:04:29.280><c> noticed</c><00:04:30.800><c> the</c><00:04:31.120><c> first</c><00:04:31.360><c> thing</c><00:04:31.520><c> was</c><00:04:31.680><c> that</c>

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and we noticed the first thing was that
 

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and we noticed the first thing was that
the

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the
 

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the
um<00:04:32.800><c> that</c><00:04:33.040><c> you</c><00:04:33.199><c> can</c><00:04:33.360><c> parts</c><00:04:33.680><c> could</c><00:04:33.840><c> get</c><00:04:34.080><c> caught</c>

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um that you can parts could get caught
 

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um that you can parts could get caught
in<00:04:34.479><c> certain</c>

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in certain
 

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in certain
unstable<00:04:36.160><c> configurations</c><00:04:37.600><c> and</c><00:04:37.759><c> this</c><00:04:37.919><c> was</c><00:04:38.080><c> due</c>

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unstable configurations and this was due
 

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unstable configurations and this was due
to

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to
 

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to
frictional<00:04:39.280><c> properties</c><00:04:39.919><c> of</c><00:04:40.080><c> the</c><00:04:40.160><c> gripper</c><00:04:41.120><c> and</c>

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frictional properties of the gripper and
 

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frictional properties of the gripper and
it<00:04:41.680><c> turned</c><00:04:41.840><c> out</c><00:04:41.919><c> that</c><00:04:42.080><c> if</c><00:04:42.160><c> you</c><00:04:42.240><c> could</c><00:04:42.400><c> remove</c>

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it turned out that if you could remove
 

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it turned out that if you could remove
the<00:04:42.880><c> friction</c>

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the friction
 

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the friction
you<00:04:44.000><c> could</c><00:04:44.240><c> avoid</c><00:04:44.560><c> these</c><00:04:44.720><c> unstable</c>

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you could avoid these unstable
 

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you could avoid these unstable
configurations<00:04:46.160><c> the</c><00:04:46.320><c> problem</c><00:04:46.560><c> was</c><00:04:46.800><c> then</c><00:04:46.960><c> when</c>

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configurations the problem was then when
 

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configurations the problem was then when
you<00:04:47.120><c> tried</c><00:04:47.360><c> to</c><00:04:47.440><c> lift</c><00:04:47.759><c> it</c>

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you tried to lift it
 

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you tried to lift it
off<00:04:48.320><c> the</c><00:04:48.479><c> table</c><00:04:48.960><c> the</c><00:04:49.040><c> part</c><00:04:49.199><c> would</c><00:04:49.360><c> slip</c><00:04:49.680><c> away</c>

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off the table the part would slip away
 

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off the table the part would slip away
so<00:04:50.800><c> we</c><00:04:50.960><c> ended</c><00:04:51.199><c> up</c><00:04:51.280><c> coming</c><00:04:51.520><c> up</c><00:04:51.600><c> with</c><00:04:51.759><c> this</c>

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so we ended up coming up with this
 

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so we ended up coming up with this
i<00:04:52.960><c> had</c><00:04:53.120><c> this</c><00:04:53.440><c> mechanism</c><00:04:54.000><c> that</c><00:04:54.080><c> i</c><00:04:54.240><c> designed</c>

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i had this mechanism that i designed
 

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i had this mechanism that i designed
that<00:04:54.720><c> was</c><00:04:54.960><c> just</c><00:04:55.120><c> purely</c><00:04:55.520><c> mechanical</c>

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that was just purely mechanical
 

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that was just purely mechanical
that<00:04:56.560><c> would</c><00:04:56.960><c> basically</c><00:04:57.360><c> have</c><00:04:57.520><c> low</c><00:04:57.759><c> friction</c>

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that would basically have low friction
 

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that would basically have low friction
with<00:04:59.280><c> linear</c><00:04:59.680><c> bearings</c>

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with linear bearings
 

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with linear bearings
but<00:05:00.720><c> would</c><00:05:00.880><c> have</c><00:05:01.039><c> high</c><00:05:01.199><c> friction</c><00:05:01.600><c> inside</c><00:05:02.000><c> so</c>

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but would have high friction inside so
 

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but would have high friction inside so
that<00:05:02.320><c> as</c><00:05:02.479><c> you</c><00:05:02.560><c> lift</c><00:05:02.800><c> to</c><00:05:02.880><c> the</c><00:05:02.960><c> part</c><00:05:03.120><c> it</c><00:05:03.199><c> would</c><00:05:03.520><c> be</c>

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that as you lift to the part it would be
 

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that as you lift to the part it would be
stable

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stable
 

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stable
and<00:05:05.039><c> so</c><00:05:05.199><c> that</c><00:05:05.440><c> was</c><00:05:05.759><c> um</c><00:05:06.400><c> we</c><00:05:07.120><c> i</c><00:05:07.280><c> got</c><00:05:07.440><c> a</c><00:05:07.520><c> patent</c><00:05:07.919><c> for</c>

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and so that was um we i got a patent for
 

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and so that was um we i got a patent for
that

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that
 

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that
we<00:05:09.199><c> followed</c><00:05:09.520><c> the</c><00:05:09.520><c> patent</c><00:05:09.840><c> models</c><00:05:10.160><c> at</c>

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we followed the patent models at
 

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we followed the patent models at
carnegie<00:05:10.639><c> mellon</c><00:05:10.880><c> then</c><00:05:11.039><c> it</c><00:05:11.120><c> was</c><00:05:11.360><c> issued</c><00:05:11.680><c> a</c>

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carnegie mellon then it was issued a
 

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carnegie mellon then it was issued a
couple<00:05:11.919><c> years</c><00:05:12.160><c> later</c>

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couple years later
 

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couple years later
but<00:05:13.840><c> my</c><00:05:14.240><c> dissertation</c><00:05:14.800><c> was</c><00:05:14.960><c> on</c><00:05:15.039><c> the</c>

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but my dissertation was on the
 

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but my dissertation was on the
mathematics<00:05:15.840><c> of</c><00:05:16.000><c> orienting</c><00:05:16.560><c> parts</c>

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mathematics of orienting parts
 

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mathematics of orienting parts
in<00:05:17.360><c> the</c><00:05:17.440><c> plane</c><00:05:18.160><c> and</c><00:05:18.320><c> so</c><00:05:18.479><c> we</c><00:05:18.639><c> looked</c><00:05:18.880><c> at</c><00:05:18.960><c> the</c>

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in the plane and so we looked at the
 

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in the plane and so we looked at the
idea<00:05:19.280><c> of</c><00:05:19.360><c> how</c><00:05:19.520><c> these</c><00:05:19.680><c> grippers</c><00:05:20.000><c> could</c>

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idea of how these grippers could
 

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idea of how these grippers could
go<00:05:20.880><c> through</c><00:05:21.039><c> a</c><00:05:21.120><c> sequence</c><00:05:21.520><c> of</c><00:05:21.600><c> operations</c><00:05:22.639><c> and</c>

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go through a sequence of operations and
 

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go through a sequence of operations and
have<00:05:23.120><c> the</c><00:05:23.280><c> part</c><00:05:23.520><c> end</c><00:05:23.759><c> up</c><00:05:23.840><c> in</c><00:05:24.000><c> a</c><00:05:24.080><c> unique</c><00:05:24.479><c> final</c>

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have the part end up in a unique final
 

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have the part end up in a unique final
configuration

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configuration
 

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configuration
even<00:05:26.880><c> though</c><00:05:27.120><c> you</c><00:05:27.360><c> never</c><00:05:27.680><c> sense</c><00:05:28.000><c> the</c>

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even though you never sense the
 

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even though you never sense the
orientation<00:05:28.639><c> of</c><00:05:28.720><c> the</c><00:05:28.880><c> part</c>

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orientation of the part
 

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orientation of the part
and<00:05:31.120><c> here's</c><00:05:31.520><c> here's</c><00:05:31.759><c> the</c><00:05:31.840><c> analogy</c><00:05:32.320><c> is</c><00:05:32.560><c> let's</c>

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and here's here's the analogy is let's
 

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and here's here's the analogy is let's
say

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say
 

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say
i<00:05:33.680><c> i</c><00:05:33.840><c> want</c><00:05:34.000><c> you</c><00:05:34.160><c> to</c><00:05:35.120><c> put</c><00:05:35.360><c> a</c><00:05:35.440><c> ball</c><00:05:35.840><c> there's</c><00:05:36.080><c> a</c>

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i i want you to put a ball there's a
 

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i i want you to put a ball there's a
ball<00:05:36.400><c> someone</c><00:05:36.720><c> in</c><00:05:36.800><c> a</c><00:05:36.960><c> room</c>

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ball someone in a room
 

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ball someone in a room
and<00:05:38.320><c> you</c><00:05:38.400><c> need</c><00:05:38.560><c> to</c><00:05:38.800><c> put</c><00:05:38.960><c> that</c><00:05:39.120><c> ball</c><00:05:39.280><c> in</c><00:05:39.360><c> the</c>

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and you need to put that ball in the
 

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and you need to put that ball in the
center<00:05:39.680><c> of</c><00:05:39.759><c> the</c><00:05:39.919><c> room</c><00:05:40.160><c> now</c><00:05:40.320><c> you're</c><00:05:40.479><c> not</c>

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center of the room now you're not
 

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center of the room now you're not
allowed<00:05:40.960><c> to</c>

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allowed to
 

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allowed to
um<00:05:42.560><c> i'm</c><00:05:42.720><c> not</c><00:05:42.880><c> going</c><00:05:43.120><c> to</c><00:05:43.360><c> tell</c><00:05:43.520><c> you</c><00:05:43.680><c> where</c><00:05:43.840><c> the</c>

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um i'm not going to tell you where the
 

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um i'm not going to tell you where the
ball<00:05:44.160><c> is</c>

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ball is
 

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ball is
it's<00:05:45.440><c> a</c><00:05:45.520><c> very</c><00:05:45.680><c> interesting</c><00:05:46.080><c> problem</c><00:05:46.320><c> right</c>

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it's a very interesting problem right
 

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it's a very interesting problem right
because<00:05:46.639><c> you</c><00:05:46.960><c> first</c><00:05:47.120><c> think</c><00:05:47.680><c> then</c><00:05:47.840><c> it's</c>

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because you first think then it's
 

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because you first think then it's
impossible<00:05:48.400><c> how</c><00:05:48.560><c> can</c><00:05:48.720><c> i</c><00:05:48.800><c> get</c><00:05:48.880><c> the</c><00:05:48.960><c> ball</c><00:05:49.120><c> to</c><00:05:49.280><c> the</c>

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impossible how can i get the ball to the
 

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impossible how can i get the ball to the
center<00:05:49.600><c> of</c><00:05:49.680><c> the</c><00:05:49.759><c> room</c><00:05:50.000><c> but</c><00:05:50.160><c> the</c><00:05:50.240><c> answer</c><00:05:50.560><c> is</c>

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center of the room but the answer is
 

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center of the room but the answer is
you<00:05:50.960><c> could</c><00:05:51.120><c> imagine</c><00:05:51.440><c> where</c><00:05:51.600><c> you</c><00:05:51.840><c> just</c><00:05:52.639><c> you</c><00:05:52.880><c> you</c>

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you could imagine where you just you you
 

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you could imagine where you just you you
sweep

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sweep
 

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sweep
from<00:05:54.560><c> the</c><00:05:54.720><c> outside</c><00:05:55.600><c> toward</c><00:05:55.840><c> the</c><00:05:55.919><c> center</c><00:05:56.560><c> and</c>

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from the outside toward the center and
 

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from the outside toward the center and
if<00:05:56.800><c> you</c><00:05:56.880><c> do</c><00:05:57.039><c> that</c><00:05:57.280><c> carefully</c><00:05:57.840><c> at</c><00:05:57.919><c> the</c><00:05:58.080><c> end</c>

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if you do that carefully at the end
 

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if you do that carefully at the end
the<00:05:58.639><c> ball</c><00:05:58.880><c> will</c><00:05:58.960><c> be</c><00:05:59.120><c> at</c><00:05:59.199><c> the</c><00:05:59.280><c> center</c><00:05:59.520><c> of</c><00:05:59.680><c> the</c>

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the ball will be at the center of the
 

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the ball will be at the center of the
room<00:05:59.919><c> even</c><00:06:00.080><c> though</c><00:06:00.240><c> you've</c><00:06:00.400><c> never</c><00:06:00.639><c> sensed</c><00:06:01.039><c> it</c>

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room even though you've never sensed it
 

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room even though you've never sensed it
and<00:06:01.840><c> that</c><00:06:02.080><c> was</c><00:06:02.240><c> sort</c><00:06:02.400><c> of</c><00:06:02.479><c> the</c><00:06:02.639><c> idea</c><00:06:02.880><c> we</c><00:06:03.039><c> used</c>

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and that was sort of the idea we used
 

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and that was sort of the idea we used
with<00:06:03.600><c> the</c><00:06:03.759><c> geometry</c><00:06:04.319><c> of</c><00:06:04.560><c> grasping</c><00:06:05.199><c> and</c><00:06:05.360><c> we</c><00:06:05.360><c> we</c>

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with the geometry of grasping and we we
 

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with the geometry of grasping and we we
were<00:06:05.919><c> able</c><00:06:06.160><c> to</c>

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were able to
 

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were able to
show<00:06:06.800><c> that</c><00:06:06.960><c> you</c><00:06:07.039><c> could</c><00:06:07.120><c> generate</c><00:06:07.440><c> these</c>

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show that you could generate these
 

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show that you could generate these
sequences<00:06:08.240><c> of</c><00:06:08.880><c> gripper</c><00:06:09.280><c> angle</c>

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sequences of gripper angle
 

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sequences of gripper angle
grasps<00:06:11.120><c> on</c><00:06:11.280><c> as</c><00:06:11.600><c> long</c><00:06:11.759><c> as</c><00:06:11.840><c> you</c><00:06:11.919><c> knew</c><00:06:12.080><c> the</c><00:06:12.160><c> shape</c>

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grasps on as long as you knew the shape
 

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grasps on as long as you knew the shape
of<00:06:12.479><c> the</c><00:06:12.639><c> part</c>

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of the part
 

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of the part
you<00:06:14.240><c> could</c><00:06:14.400><c> go</c><00:06:14.560><c> through</c><00:06:14.720><c> these</c><00:06:14.880><c> operations</c>

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you could go through these operations
 

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you could go through these operations
without<00:06:15.680><c> ever</c><00:06:15.840><c> sensing</c><00:06:16.240><c> what</c><00:06:16.400><c> was</c><00:06:16.560><c> going</c><00:06:16.800><c> on</c>

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without ever sensing what was going on
 

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without ever sensing what was going on
and<00:06:17.039><c> the</c><00:06:17.120><c> part</c><00:06:17.280><c> would</c><00:06:17.440><c> end</c><00:06:17.600><c> up</c><00:06:17.680><c> in</c><00:06:17.759><c> a</c><00:06:17.840><c> unique</c>

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and the part would end up in a unique
 

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and the part would end up in a unique
final<00:06:18.400><c> orientation</c>

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final orientation
 

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final orientation
it<00:06:19.440><c> was</c><00:06:19.600><c> like</c><00:06:19.759><c> a</c><00:06:20.560><c> a</c><00:06:20.720><c> sort</c><00:06:20.880><c> of</c><00:06:20.960><c> mathematical</c>

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it was like a a sort of mathematical
 

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it was like a a sort of mathematical
puzzle

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puzzle
 

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puzzle
and<00:06:22.479><c> then</c><00:06:22.639><c> we</c><00:06:22.720><c> showed</c><00:06:22.880><c> that</c><00:06:23.039><c> you</c><00:06:23.120><c> could</c>

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and then we showed that you could
 

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and then we showed that you could
compute<00:06:23.600><c> that</c><00:06:23.759><c> for</c><00:06:23.919><c> any</c><00:06:24.720><c> any</c><00:06:24.960><c> shape</c><00:06:25.280><c> any</c>

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compute that for any any shape any
 

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compute that for any any shape any
polygonal<00:06:26.000><c> shape</c>

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polygonal shape
 

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polygonal shape
and<00:06:26.960><c> that</c><00:06:27.120><c> there</c><00:06:27.280><c> was</c><00:06:27.360><c> always</c><00:06:27.680><c> a</c><00:06:27.759><c> solution</c><00:06:28.160><c> for</c>

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and that there was always a solution for
 

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and that there was always a solution for
every<00:06:28.800><c> polygon</c>

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every polygon
 

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every polygon
so<00:06:30.080><c> that</c><00:06:30.240><c> was</c><00:06:30.400><c> the</c><00:06:30.479><c> dissertation</c><00:06:30.960><c> topic</c>

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so that was the dissertation topic
 

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so that was the dissertation topic
great<00:06:33.280><c> now</c><00:06:33.600><c> what</c><00:06:33.759><c> was</c><00:06:33.919><c> the</c><00:06:34.000><c> next</c><00:06:34.240><c> project</c><00:06:34.639><c> you</c>

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great now what was the next project you
 

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great now what was the next project you
worked<00:06:35.039><c> on</c><00:06:35.199><c> after</c><00:06:35.520><c> that</c>

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worked on after that
 

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worked on after that
well<00:06:38.240><c> let's</c><00:06:38.400><c> see</c><00:06:38.560><c> i</c><00:06:38.639><c> did</c><00:06:38.880><c> a</c><00:06:39.039><c> little</c><00:06:39.280><c> work</c><00:06:39.520><c> also</c>

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well let's see i did a little work also
 

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well let's see i did a little work also
on<00:06:40.000><c> stochastic</c>

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on stochastic
 

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on stochastic
manipulation<00:06:42.319><c> when</c><00:06:42.479><c> i</c><00:06:42.560><c> was</c><00:06:42.720><c> at</c><00:06:42.800><c> cmu</c><00:06:43.360><c> which</c><00:06:43.520><c> was</c>

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manipulation when i was at cmu which was
 

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manipulation when i was at cmu which was
looking<00:06:44.639><c> at</c><00:06:44.880><c> um</c><00:06:46.080><c> probabilistic</c><00:06:46.800><c> models</c>

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looking at um probabilistic models
 

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looking at um probabilistic models
so<00:06:47.680><c> you</c><00:06:47.840><c> didn't</c><00:06:48.080><c> know</c><00:06:48.319><c> again</c><00:06:48.560><c> you</c><00:06:48.639><c> didn't</c><00:06:48.960><c> know</c>

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so you didn't know again you didn't know
 

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so you didn't know again you didn't know
exactly<00:06:49.680><c> what's</c><00:06:49.840><c> going</c><00:06:50.080><c> on</c>

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exactly what's going on
 

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exactly what's going on
i<00:06:50.639><c> would</c><00:06:50.800><c> say</c><00:06:51.039><c> the</c><00:06:51.199><c> fundamental</c><00:06:51.840><c> issue</c><00:06:52.720><c> just</c><00:06:52.880><c> a</c>

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i would say the fundamental issue just a
 

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i would say the fundamental issue just a
step<00:06:53.199><c> back</c><00:06:53.440><c> of</c>

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step back of
 

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step back of
in<00:06:54.160><c> robotics</c><00:06:54.639><c> is</c><00:06:54.800><c> uncertainty</c><00:06:56.240><c> that</c><00:06:56.800><c> the</c>

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in robotics is uncertainty that the
 

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in robotics is uncertainty that the
world<00:06:57.199><c> is</c><00:06:57.360><c> just</c><00:06:57.599><c> very</c><00:06:57.919><c> uncertain</c>

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world is just very uncertain
 

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world is just very uncertain
we<00:06:58.960><c> are</c><00:06:59.440><c> very</c><00:06:59.840><c> very</c><00:07:00.080><c> graceful</c><00:07:00.479><c> and</c><00:07:00.560><c> adept</c><00:07:00.880><c> at</c>

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we are very very graceful and adept at
 

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we are very very graceful and adept at
dealing<00:07:01.280><c> with</c><00:07:01.440><c> that</c>

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dealing with that
 

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dealing with that
you<00:07:02.080><c> know</c><00:07:02.400><c> ever</c><00:07:03.280><c> we</c><00:07:03.360><c> do</c><00:07:03.520><c> it</c><00:07:03.680><c> every</c><00:07:03.919><c> day</c><00:07:04.240><c> all</c><00:07:04.400><c> day</c>

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you know ever we do it every day all day
 

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you know ever we do it every day all day
long

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long
 

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long
and<00:07:05.680><c> we</c><00:07:05.840><c> just</c><00:07:06.000><c> have</c><00:07:06.400><c> techniques</c><00:07:06.880><c> to</c><00:07:07.360><c> to</c><00:07:07.840><c> to</c>

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and we just have techniques to to to
 

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and we just have techniques to to to
naturally<00:07:09.039><c> handle</c><00:07:09.360><c> it</c><00:07:09.840><c> but</c><00:07:10.080><c> robots</c><00:07:10.479><c> get</c><00:07:10.639><c> very</c>

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naturally handle it but robots get very
 

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naturally handle it but robots get very
stuck<00:07:11.199><c> because</c><00:07:11.440><c> as</c><00:07:11.520><c> soon</c><00:07:11.759><c> as</c><00:07:11.840><c> that</c><00:07:12.000><c> something</c>

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stuck because as soon as that something
 

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stuck because as soon as that something
isn't<00:07:12.560><c> where</c><00:07:12.720><c> they</c><00:07:12.880><c> expected</c>

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isn't where they expected
 

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isn't where they expected
there's<00:07:14.560><c> a</c><00:07:14.720><c> there</c><00:07:15.199><c> they</c><00:07:15.840><c> get</c><00:07:16.240><c> they</c><00:07:16.639><c> basically</c>

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there's a there they get they basically
 

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there's a there they get they basically
get<00:07:17.199><c> jammed</c>

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get jammed
 

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get jammed
so<00:07:19.280><c> how</c><00:07:19.440><c> do</c><00:07:19.599><c> there</c><00:07:19.759><c> are</c><00:07:19.840><c> different</c><00:07:20.080><c> ways</c><00:07:20.319><c> of</c>

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so how do there are different ways of
 

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so how do there are different ways of
modeling<00:07:20.880><c> this</c><00:07:21.120><c> and</c><00:07:21.280><c> at</c><00:07:21.440><c> that</c><00:07:21.680><c> time</c><00:07:22.000><c> i</c><00:07:22.080><c> was</c>

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modeling this and at that time i was
 

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modeling this and at that time i was
really<00:07:22.479><c> interested</c><00:07:22.800><c> in</c><00:07:22.960><c> using</c>

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really interested in using
 

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really interested in using
ideas<00:07:23.680><c> from</c><00:07:24.319><c> decision</c><00:07:24.880><c> theory</c><00:07:25.440><c> which</c><00:07:25.680><c> is</c><00:07:25.840><c> a</c>

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ideas from decision theory which is a
 

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ideas from decision theory which is a
branch<00:07:26.639><c> of</c>

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branch of
 

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branch of
of<00:07:28.160><c> statistics</c><00:07:28.960><c> so</c><00:07:29.120><c> i</c><00:07:29.199><c> took</c><00:07:29.440><c> courses</c><00:07:29.759><c> in</c><00:07:29.840><c> the</c>

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of statistics so i took courses in the
 

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of statistics so i took courses in the
statistics<00:07:30.639><c> department</c>

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statistics department
 

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statistics department
and<00:07:31.280><c> we</c><00:07:31.440><c> started</c><00:07:31.680><c> to</c><00:07:31.759><c> apply</c><00:07:32.080><c> them</c><00:07:32.720><c> to</c><00:07:33.599><c> doing</c>

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and we started to apply them to doing
 

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and we started to apply them to doing
things<00:07:34.080><c> like</c>

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things like
 

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things like
stochastically<00:07:35.599><c> orienting</c><00:07:36.160><c> the</c><00:07:36.319><c> part</c><00:07:36.639><c> so</c><00:07:36.800><c> in</c>

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stochastically orienting the part so in
 

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stochastically orienting the part so in
other<00:07:37.039><c> words</c><00:07:37.280><c> you</c><00:07:37.360><c> wouldn't</c><00:07:37.599><c> do</c><00:07:37.680><c> it</c><00:07:37.759><c> perfectly</c>

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other words you wouldn't do it perfectly
 

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other words you wouldn't do it perfectly
but<00:07:38.319><c> with</c><00:07:38.560><c> probability</c>

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but with probability
 

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but with probability
you<00:07:39.520><c> could</c><00:07:39.680><c> succeed</c>

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that<00:07:43.759><c> was</c><00:07:43.919><c> also</c><00:07:44.160><c> carnegie</c><00:07:44.479><c> mellon</c><00:07:45.039><c> should</c><00:07:45.199><c> i</c>

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that was also carnegie mellon should i
 

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that was also carnegie mellon should i
tell<00:07:45.360><c> you</c><00:07:45.440><c> about</c><00:07:45.599><c> the</c><00:07:45.680><c> art</c><00:07:45.840><c> projects</c><00:07:46.240><c> we</c><00:07:46.319><c> were</c>

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tell you about the art projects we were
 

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tell you about the art projects we were
doing

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doing
 

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doing
yeah<00:07:47.280><c> okay</c><00:07:48.000><c> so</c><00:07:48.160><c> the</c><00:07:48.319><c> other</c><00:07:48.400><c> thing</c><00:07:48.560><c> we</c><00:07:48.720><c> were</c>

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yeah okay so the other thing we were
 

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yeah okay so the other thing we were
doing<00:07:49.039><c> was</c><00:07:49.280><c> uh</c><00:07:49.919><c> i</c><00:07:50.080><c> was</c><00:07:50.319><c> really</c><00:07:50.639><c> interested</c><00:07:51.120><c> in</c>

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doing was uh i was really interested in
 

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doing was uh i was really interested in
in<00:07:52.000><c> making</c><00:07:52.400><c> art</c><00:07:52.879><c> and</c><00:07:54.240><c> in</c><00:07:54.639><c> some</c><00:07:54.800><c> ways</c><00:07:55.039><c> it</c><00:07:55.120><c> was</c><00:07:55.199><c> a</c>

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in making art and in some ways it was a
 

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in making art and in some ways it was a
struggle<00:07:55.599><c> for</c><00:07:55.680><c> me</c><00:07:55.840><c> because</c><00:07:56.160><c> i</c><00:07:56.319><c> wanted</c><00:07:56.840><c> to</c><00:07:57.919><c> do</c>

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struggle for me because i wanted to do
 

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struggle for me because i wanted to do
art

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art
 

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art
and<00:07:58.720><c> not</c><00:07:59.360><c> and</c><00:07:59.840><c> my</c><00:08:00.080><c> mother</c><00:08:00.560><c> was</c><00:08:00.720><c> very</c><00:08:00.960><c> practical</c>

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and not and my mother was very practical
 

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and not and my mother was very practical
um<00:08:03.039><c> said</c><00:08:03.280><c> to</c><00:08:03.360><c> me</c><00:08:03.599><c> look</c><00:08:03.919><c> you</c><00:08:04.080><c> can</c><00:08:04.160><c> do</c><00:08:04.400><c> all</c><00:08:04.479><c> the</c>

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um said to me look you can do all the
 

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um said to me look you can do all the
art<00:08:04.800><c> you</c><00:08:04.879><c> want</c><00:08:05.120><c> but</c><00:08:05.280><c> first</c><00:08:05.599><c> get</c><00:08:05.759><c> your</c>

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art you want but first get your
 

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art you want but first get your
engineering<00:08:06.319><c> degree</c>

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engineering degree
 

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engineering degree
and<00:08:07.840><c> uh</c><00:08:08.720><c> so</c><00:08:09.280><c> i'm</c><00:08:09.840><c> actually</c><00:08:10.160><c> really</c>

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and uh so i'm actually really
 

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and uh so i'm actually really
always<00:08:11.680><c> appreciative</c><00:08:12.720><c> thankful</c><00:08:13.039><c> for</c><00:08:13.199><c> her</c><00:08:13.360><c> of</c>

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always appreciative thankful for her of
 

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always appreciative thankful for her of
doing<00:08:13.759><c> that</c><00:08:14.000><c> because</c>

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doing that because
 

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doing that because
i<00:08:15.039><c> now</c><00:08:15.280><c> know</c><00:08:15.520><c> how</c><00:08:15.680><c> brutal</c><00:08:16.000><c> the</c><00:08:16.080><c> art</c><00:08:16.319><c> world</c><00:08:16.639><c> is</c>

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i now know how brutal the art world is
 

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i now know how brutal the art world is
but

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but
 

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but
the<00:08:18.080><c> nice</c><00:08:18.319><c> thing</c><00:08:18.479><c> was</c><00:08:18.639><c> that</c><00:08:18.960><c> because</c><00:08:19.199><c> i</c><00:08:19.360><c> came</c>

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the nice thing was that because i came
 

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the nice thing was that because i came
from<00:08:20.160><c> engineering</c><00:08:20.800><c> the</c>

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from engineering the
 

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from engineering the
engineering<00:08:21.840><c> background</c><00:08:22.560><c> i</c><00:08:22.639><c> had</c><00:08:22.879><c> a</c><00:08:23.039><c> very</c>

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engineering background i had a very
 

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engineering background i had a very
different

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different
 

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different
approach<00:08:25.360><c> to</c><00:08:25.599><c> making</c><00:08:25.919><c> art</c><00:08:26.479><c> than</c><00:08:26.720><c> most</c><00:08:26.960><c> artists</c>

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approach to making art than most artists
 

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approach to making art than most artists
so<00:08:28.240><c> i</c><00:08:28.400><c> started</c><00:08:28.720><c> but</c><00:08:28.879><c> i</c><00:08:29.039><c> was</c><00:08:29.199><c> able</c><00:08:29.360><c> to</c><00:08:29.520><c> keep</c>

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so i started but i was able to keep
 

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so i started but i was able to keep
doing<00:08:29.919><c> art</c><00:08:30.160><c> and</c><00:08:30.400><c> at</c><00:08:30.560><c> carnegie</c><00:08:30.960><c> mellon</c><00:08:31.440><c> we</c>

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doing art and at carnegie mellon we
 

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doing art and at carnegie mellon we
i<00:08:32.000><c> had</c><00:08:32.159><c> a</c><00:08:32.240><c> number</c><00:08:32.479><c> of</c><00:08:32.640><c> friends</c><00:08:32.880><c> in</c><00:08:32.959><c> the</c><00:08:33.120><c> art</c>

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i had a number of friends in the art
 

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i had a number of friends in the art
department<00:08:34.640><c> and</c>

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department and
 

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department and
we<00:08:36.240><c> at</c><00:08:36.399><c> one</c><00:08:36.640><c> point</c><00:08:37.200><c> rigged</c><00:08:37.519><c> up</c><00:08:37.680><c> a</c><00:08:37.760><c> robot</c><00:08:38.159><c> to</c>

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we at one point rigged up a robot to
 

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we at one point rigged up a robot to
paint

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paint
 

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paint
so<00:08:40.000><c> we</c><00:08:40.080><c> put</c><00:08:40.240><c> a</c><00:08:40.320><c> brush</c><00:08:40.719><c> on</c><00:08:40.880><c> it</c><00:08:41.680><c> and</c><00:08:41.839><c> of</c><00:08:41.919><c> course</c>

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so we put a brush on it and of course
 

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so we put a brush on it and of course
you<00:08:42.320><c> know</c><00:08:42.719><c> obviously</c><00:08:43.120><c> you</c><00:08:43.200><c> can</c>

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you know obviously you can
 

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you know obviously you can
you<00:08:43.599><c> can</c><00:08:43.839><c> have</c><00:08:44.000><c> a</c><00:08:44.240><c> plotter</c><00:08:45.040><c> that</c><00:08:45.200><c> would</c>

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you can have a plotter that would
 

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you can have a plotter that would
perfectly<00:08:46.320><c> reproduce</c><00:08:46.800><c> but</c><00:08:46.880><c> i</c><00:08:46.959><c> wasn't</c>

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perfectly reproduce but i wasn't
 

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perfectly reproduce but i wasn't
interested<00:08:47.519><c> in</c><00:08:47.600><c> that</c><00:08:47.839><c> i</c><00:08:47.920><c> wanted</c><00:08:48.160><c> to</c><00:08:48.320><c> see</c>

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interested in that i wanted to see
 

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interested in that i wanted to see
how<00:08:49.200><c> the</c><00:08:49.680><c> the</c><00:08:49.920><c> brush</c><00:08:50.480><c> the</c><00:08:50.640><c> sort</c><00:08:50.880><c> of</c><00:08:51.680><c> the</c>

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how the the brush the sort of the
 

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how the the brush the sort of the
imprecision<00:08:52.480><c> the</c><00:08:52.839><c> improbabilistic</c>

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imprecision the improbabilistic
 

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imprecision the improbabilistic
the<00:08:54.160><c> probabilistic</c><00:08:54.880><c> aspects</c><00:08:55.279><c> could</c><00:08:55.440><c> come</c>

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the probabilistic aspects could come
 

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the probabilistic aspects could come
into<00:08:55.839><c> play</c><00:08:56.480><c> by</c><00:08:56.640><c> having</c><00:08:56.880><c> a</c><00:08:56.959><c> loose</c><00:08:57.279><c> brush</c><00:08:57.600><c> that</c>

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into play by having a loose brush that
 

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into play by having a loose brush that
had<00:08:57.839><c> a</c><00:08:57.920><c> spring</c><00:08:58.320><c> on</c><00:08:58.480><c> it</c>

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had a spring on it
 

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had a spring on it
and<00:08:59.040><c> it</c><00:08:59.120><c> would</c><00:08:59.279><c> dip</c><00:08:59.519><c> into</c><00:08:59.760><c> paint</c><00:09:00.080><c> and</c><00:09:00.320><c> slopper</c>

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and it would dip into paint and slopper
 

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and it would dip into paint and slopper
with<00:09:00.959><c> paint</c><00:09:01.200><c> all</c><00:09:01.360><c> over</c><00:09:01.519><c> the</c><00:09:01.680><c> place</c>

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with paint all over the place
 

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with paint all over the place
and<00:09:03.360><c> it</c><00:09:03.519><c> but</c><00:09:03.760><c> it</c><00:09:03.920><c> was</c><00:09:04.160><c> um</c><00:09:04.480><c> the</c><00:09:04.640><c> resulting</c>

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and it but it was um the resulting
 

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and it but it was um the resulting
paintings

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paintings
 

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paintings
were<00:09:06.160><c> not</c><00:09:06.399><c> so</c><00:09:06.640><c> obviously</c><00:09:07.120><c> from</c><00:09:07.279><c> a</c><00:09:07.360><c> robot</c><00:09:08.399><c> the</c>

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were not so obviously from a robot the
 

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were not so obviously from a robot the
problem<00:09:08.800><c> was</c><00:09:08.959><c> they</c><00:09:09.040><c> were</c><00:09:09.200><c> terrible</c><00:09:09.600><c> paintings</c>

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problem was they were terrible paintings
 

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problem was they were terrible paintings
and<00:09:11.120><c> it</c><00:09:11.200><c> was</c><00:09:11.440><c> really</c><00:09:11.760><c> interesting</c><00:09:12.160><c> to</c><00:09:12.320><c> me</c><00:09:12.480><c> like</c>

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and it was really interesting to me like
 

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and it was really interesting to me like
i<00:09:12.959><c> had</c><00:09:13.120><c> a</c><00:09:13.279><c> show</c><00:09:13.600><c> by</c><00:09:13.839><c> the</c><00:09:13.920><c> time</c><00:09:14.080><c> i</c><00:09:14.160><c> graduated</c><00:09:14.640><c> i</c>

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i had a show by the time i graduated i
 

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i had a show by the time i graduated i
had<00:09:14.800><c> a</c><00:09:14.880><c> show</c><00:09:15.120><c> in</c><00:09:15.200><c> the</c><00:09:15.279><c> student</c><00:09:15.600><c> art</c><00:09:15.680><c> gallery</c>

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had a show in the student art gallery
 

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had a show in the student art gallery
and<00:09:16.320><c> they</c><00:09:16.480><c> gave</c><00:09:16.640><c> me</c><00:09:16.720><c> the</c><00:09:16.800><c> whole</c><00:09:17.040><c> gallery</c><00:09:17.360><c> and</c>

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and they gave me the whole gallery and
 

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and they gave me the whole gallery and
had<00:09:17.680><c> tons</c><00:09:17.920><c> of</c><00:09:18.000><c> these</c><00:09:18.240><c> paintings</c>

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had tons of these paintings
 

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had tons of these paintings
they<00:09:19.200><c> were</c><00:09:19.680><c> all</c><00:09:19.920><c> terrible</c><00:09:21.120><c> but</c><00:09:21.279><c> what</c>

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they were all terrible but what
 

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they were all terrible but what
everybody<00:09:21.760><c> was</c><00:09:22.000><c> doing</c><00:09:22.320><c> everybody</c><00:09:22.640><c> was</c><00:09:22.720><c> in</c><00:09:22.800><c> the</c>

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everybody was doing everybody was in the
 

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everybody was doing everybody was in the
back<00:09:23.040><c> of</c><00:09:23.120><c> the</c><00:09:23.200><c> room</c><00:09:23.440><c> watching</c><00:09:23.760><c> the</c><00:09:23.920><c> video</c><00:09:24.320><c> we</c>

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back of the room watching the video we
 

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back of the room watching the video we
had<00:09:24.640><c> made</c><00:09:24.880><c> of</c><00:09:24.959><c> the</c><00:09:25.120><c> robot</c><00:09:25.519><c> doing</c><00:09:25.760><c> the</c><00:09:25.920><c> painting</c>

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had made of the robot doing the painting
 

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had made of the robot doing the painting
and<00:09:27.120><c> that</c><00:09:27.279><c> got</c><00:09:27.440><c> me</c><00:09:27.519><c> excited</c><00:09:27.839><c> because</c><00:09:28.080><c> i</c>

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and that got me excited because i
 

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and that got me excited because i
started<00:09:28.399><c> to</c><00:09:28.480><c> realize</c><00:09:28.720><c> that</c><00:09:28.959><c> it</c><00:09:29.040><c> was</c><00:09:29.120><c> the</c><00:09:29.279><c> robot</c>

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started to realize that it was the robot
 

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started to realize that it was the robot
and<00:09:30.480><c> the</c><00:09:30.640><c> act</c><00:09:30.880><c> of</c><00:09:31.279><c> the</c><00:09:31.440><c> performance</c><00:09:32.080><c> of</c><00:09:32.240><c> it</c>

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and the act of the performance of it
 

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and the act of the performance of it
that<00:09:32.560><c> was</c><00:09:32.800><c> much</c><00:09:33.040><c> more</c><00:09:33.200><c> interesting</c><00:09:33.680><c> or</c>

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that was much more interesting or
 

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that was much more interesting or
compelling<00:09:34.399><c> than</c><00:09:34.640><c> the</c><00:09:34.839><c> paintings</c>

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compelling than the paintings
 

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compelling than the paintings
so<00:09:36.720><c> i</c><00:09:36.880><c> started</c><00:09:37.120><c> moving</c><00:09:37.360><c> more</c><00:09:37.519><c> in</c><00:09:37.600><c> that</c>

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so i started moving more in that
 

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so i started moving more in that
direction<00:09:38.240><c> so</c><00:09:38.399><c> i've</c><00:09:38.720><c> since</c><00:09:38.959><c> then</c><00:09:39.040><c> i've</c><00:09:39.200><c> done</c><00:09:39.360><c> a</c>

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direction so i've since then i've done a
 

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direction so i've since then i've done a
number<00:09:39.600><c> of</c><00:09:39.680><c> installations</c><00:09:40.399><c> involving</c><00:09:40.800><c> robots</c>

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number of installations involving robots
 

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number of installations involving robots
and<00:09:42.000><c> now</c><00:09:42.320><c> actually</c><00:09:42.959><c> i'm</c><00:09:43.200><c> interested</c><00:09:43.600><c> in</c>

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and now actually i'm interested in
 

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and now actually i'm interested in
involving

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involving
 

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involving
people<00:09:46.240><c> who</c><00:09:46.800><c> work</c><00:09:47.040><c> with</c><00:09:47.200><c> technology</c><00:09:48.080><c> and</c>

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people who work with technology and
 

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people who work with technology and
oftentimes<00:09:48.800><c> there</c><00:09:48.959><c> are</c><00:09:49.120><c> physical</c>

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oftentimes there are physical
 

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oftentimes there are physical
bodies<00:09:50.560><c> so</c><00:09:50.720><c> i'm</c><00:09:50.800><c> working</c><00:09:51.040><c> on</c><00:09:51.120><c> a</c><00:09:51.200><c> piece</c><00:09:51.440><c> now</c><00:09:51.680><c> at</c>

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bodies so i'm working on a piece now at
 

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bodies so i'm working on a piece now at
the<00:09:52.000><c> contemporary</c><00:09:52.480><c> jewish</c><00:09:52.720><c> museum</c>

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the contemporary jewish museum
 

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the contemporary jewish museum
that's<00:09:53.760><c> about</c><00:09:54.240><c> uses</c><00:09:54.560><c> computer</c><00:09:55.279><c> robotic</c>

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that's about uses computer robotic
 

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that's about uses computer robotic
camera<00:09:56.080><c> if</c><00:09:56.240><c> you</c><00:09:56.320><c> will</c>

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camera if you will
 

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camera if you will
but<00:09:57.040><c> it</c><00:09:57.120><c> will</c><00:09:57.760><c> basically</c><00:09:58.320><c> track</c><00:09:59.200><c> the</c><00:09:59.360><c> motion</c>

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but it will basically track the motion
 

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but it will basically track the motion
of<00:09:59.839><c> visitors</c><00:10:00.240><c> in</c><00:10:00.320><c> the</c><00:10:00.480><c> gallery</c><00:10:00.880><c> very</c>

00:10:01.030 --> 00:10:01.040 align:start position:0%
of visitors in the gallery very
 

00:10:01.040 --> 00:10:02.790 align:start position:0%
of visitors in the gallery very
precisely<00:10:01.680><c> and</c><00:10:01.760><c> then</c><00:10:01.920><c> direct</c><00:10:02.320><c> sound</c>

00:10:02.790 --> 00:10:02.800 align:start position:0%
precisely and then direct sound
 

00:10:02.800 --> 00:10:06.389 align:start position:0%
precisely and then direct sound
right<00:10:03.040><c> to</c><00:10:03.519><c> where</c><00:10:03.680><c> they</c><00:10:03.920><c> are</c><00:10:05.760><c> so</c><00:10:06.000><c> that</c><00:10:06.160><c> was</c><00:10:06.320><c> all</c>

00:10:06.389 --> 00:10:06.399 align:start position:0%
right to where they are so that was all
 

00:10:06.399 --> 00:10:08.230 align:start position:0%
right to where they are so that was all
going<00:10:06.640><c> on</c><00:10:06.880><c> it's</c><00:10:07.040><c> kind</c><00:10:07.120><c> of</c><00:10:07.279><c> that</c><00:10:07.360><c> was</c><00:10:07.519><c> my</c><00:10:07.760><c> i</c>

00:10:08.230 --> 00:10:08.240 align:start position:0%
going on it's kind of that was my i
 

00:10:08.240 --> 00:10:10.230 align:start position:0%
going on it's kind of that was my i
i<00:10:08.399><c> would</c><00:10:08.480><c> say</c><00:10:08.640><c> i</c><00:10:08.640><c> had</c><00:10:08.800><c> my</c><00:10:09.279><c> my</c><00:10:09.440><c> day</c><00:10:09.680><c> job</c><00:10:10.000><c> and</c><00:10:10.079><c> then</c>

00:10:10.230 --> 00:10:10.240 align:start position:0%
i would say i had my my day job and then
 

00:10:10.240 --> 00:10:11.590 align:start position:0%
i would say i had my my day job and then
at<00:10:10.399><c> night</c><00:10:10.640><c> i</c><00:10:10.720><c> would</c><00:10:10.880><c> come</c><00:10:11.040><c> in</c><00:10:11.120><c> with</c><00:10:11.279><c> the</c><00:10:11.360><c> paint</c>

00:10:11.590 --> 00:10:11.600 align:start position:0%
at night i would come in with the paint
 

00:10:11.600 --> 00:10:12.470 align:start position:0%
at night i would come in with the paint
brushes<00:10:12.079><c> and</c>

00:10:12.470 --> 00:10:12.480 align:start position:0%
brushes and
 

00:10:12.480 --> 00:10:13.990 align:start position:0%
brushes and
we'd<00:10:12.720><c> rig</c><00:10:12.880><c> these</c><00:10:13.040><c> things</c><00:10:13.279><c> up</c><00:10:13.440><c> and</c><00:10:13.519><c> the</c>

00:10:13.990 --> 00:10:14.000 align:start position:0%
we'd rig these things up and the
 

00:10:14.000 --> 00:10:16.310 align:start position:0%
we'd rig these things up and the
professors<00:10:14.720><c> um</c><00:10:15.120><c> were</c><00:10:15.440><c> very</c><00:10:15.760><c> tolerant</c>

00:10:16.310 --> 00:10:16.320 align:start position:0%
professors um were very tolerant
 

00:10:16.320 --> 00:10:17.350 align:start position:0%
professors um were very tolerant
although<00:10:16.640><c> i</c><00:10:16.800><c> did</c>

00:10:17.350 --> 00:10:17.360 align:start position:0%
although i did
 

00:10:17.360 --> 00:10:19.190 align:start position:0%
although i did
one<00:10:17.600><c> night</c><00:10:17.839><c> the</c><00:10:18.240><c> robot</c><00:10:18.720><c> went</c><00:10:18.880><c> a</c><00:10:18.959><c> little</c><00:10:19.040><c> bit</c>

00:10:19.190 --> 00:10:19.200 align:start position:0%
one night the robot went a little bit
 

00:10:19.200 --> 00:10:20.949 align:start position:0%
one night the robot went a little bit
haywire<00:10:19.600><c> and</c><00:10:19.680><c> spilled</c><00:10:20.000><c> paint</c><00:10:20.320><c> all</c><00:10:20.480><c> over</c><00:10:20.720><c> this</c>

00:10:20.949 --> 00:10:20.959 align:start position:0%
haywire and spilled paint all over this
 

00:10:20.959 --> 00:10:21.430 align:start position:0%
haywire and spilled paint all over this
guy's

00:10:21.430 --> 00:10:21.440 align:start position:0%
guy's
 

00:10:21.440 --> 00:10:23.509 align:start position:0%
guy's
um<00:10:22.160><c> actually</c><00:10:22.480><c> it</c><00:10:22.480><c> wasn't</c><00:10:22.720><c> my</c><00:10:22.880><c> lab</c><00:10:23.120><c> and</c><00:10:23.360><c> there</c>

00:10:23.509 --> 00:10:23.519 align:start position:0%
um actually it wasn't my lab and there
 

00:10:23.519 --> 00:10:24.790 align:start position:0%
um actually it wasn't my lab and there
was<00:10:23.600><c> a</c><00:10:23.680><c> lab</c><00:10:23.839><c> next</c><00:10:24.160><c> door</c>

00:10:24.790 --> 00:10:24.800 align:start position:0%
was a lab next door
 

00:10:24.800 --> 00:10:26.150 align:start position:0%
was a lab next door
and<00:10:24.959><c> he</c><00:10:25.120><c> came</c><00:10:25.360><c> in</c><00:10:25.440><c> and</c><00:10:25.519><c> he</c><00:10:25.600><c> was</c><00:10:25.760><c> a</c><00:10:25.760><c> little</c><00:10:25.920><c> bit</c>

00:10:26.150 --> 00:10:26.160 align:start position:0%
and he came in and he was a little bit
 

00:10:26.160 --> 00:10:28.069 align:start position:0%
and he came in and he was a little bit
miffed<00:10:26.560><c> that</c><00:10:26.800><c> uh</c><00:10:27.279><c> that</c><00:10:27.440><c> i</c><00:10:27.600><c> had</c><00:10:27.680><c> been</c>

00:10:28.069 --> 00:10:28.079 align:start position:0%
miffed that uh that i had been
 

00:10:28.079 --> 00:10:31.110 align:start position:0%
miffed that uh that i had been
uh<00:10:28.880><c> you</c><00:10:28.959><c> know</c><00:10:29.360><c> painting</c><00:10:29.839><c> in</c><00:10:29.920><c> his</c><00:10:30.160><c> uh</c><00:10:30.720><c> in</c><00:10:30.800><c> his</c>

00:10:31.110 --> 00:10:31.120 align:start position:0%
uh you know painting in his uh in his
 

00:10:31.120 --> 00:10:32.870 align:start position:0%
uh you know painting in his uh in his
lab<00:10:31.920><c> but</c><00:10:32.079><c> that</c><00:10:32.240><c> was</c><00:10:32.399><c> a</c><00:10:32.480><c> great</c><00:10:32.640><c> thing</c><00:10:32.720><c> about</c>

00:10:32.870 --> 00:10:32.880 align:start position:0%
lab but that was a great thing about
 

00:10:32.880 --> 00:10:34.550 align:start position:0%
lab but that was a great thing about
carnegie<00:10:33.279><c> mellon</c><00:10:33.519><c> they</c><00:10:33.680><c> were</c><00:10:33.760><c> very</c>

00:10:34.550 --> 00:10:34.560 align:start position:0%
carnegie mellon they were very
 

00:10:34.560 --> 00:10:37.670 align:start position:0%
carnegie mellon they were very
open<00:10:35.120><c> to</c><00:10:36.480><c> all</c><00:10:36.640><c> kinds</c><00:10:36.880><c> of</c>

00:10:37.670 --> 00:10:37.680 align:start position:0%
open to all kinds of
 

00:10:37.680 --> 00:10:40.470 align:start position:0%
open to all kinds of
hijinks<00:10:38.399><c> and</c><00:10:38.880><c> unorthodox</c><00:10:39.760><c> experiments</c><00:10:40.320><c> with</c>

00:10:40.470 --> 00:10:40.480 align:start position:0%
hijinks and unorthodox experiments with
 

00:10:40.480 --> 00:10:41.509 align:start position:0%
hijinks and unorthodox experiments with
robots<00:10:40.880><c> and</c><00:10:40.959><c> i</c><00:10:41.040><c> think</c><00:10:41.200><c> it's</c><00:10:41.279><c> part</c><00:10:41.440><c> of</c><00:10:41.440><c> the</c>

00:10:41.509 --> 00:10:41.519 align:start position:0%
robots and i think it's part of the
 

00:10:41.519 --> 00:10:44.949 align:start position:0%
robots and i think it's part of the
reason<00:10:41.760><c> it's</c><00:10:41.839><c> such</c><00:10:42.079><c> a</c><00:10:42.160><c> great</c><00:10:42.320><c> place</c><00:10:42.560><c> to</c><00:10:42.640><c> do</c>

00:10:44.949 --> 00:10:44.959 align:start position:0%
 
 

00:10:44.959 --> 00:10:47.269 align:start position:0%
 
did<00:10:45.120><c> the</c><00:10:45.279><c> robot</c> robotics<00:10:46.000><c> any</c><00:10:46.640><c> logic</c><00:10:47.040><c> to</c><00:10:47.200><c> the</c>

00:10:47.269 --> 00:10:47.279 align:start position:0%
did the robot robotics any logic to the
 

00:10:47.279 --> 00:10:49.190 align:start position:0%
did the robot robotics any logic to the
way<00:10:47.440><c> it</c><00:10:47.519><c> was</c><00:10:47.680><c> flashing</c><00:10:48.240><c> paint</c><00:10:48.480><c> around</c><00:10:48.800><c> or</c><00:10:48.959><c> was</c>

00:10:49.190 --> 00:10:49.200 align:start position:0%
way it was flashing paint around or was
 

00:10:49.200 --> 00:10:49.829 align:start position:0%
way it was flashing paint around or was
it<00:10:49.279><c> just</c>

00:10:49.829 --> 00:10:49.839 align:start position:0%
it just
 

00:10:49.839 --> 00:10:52.150 align:start position:0%
it just
random<00:10:50.480><c> or</c><00:10:51.040><c> no</c><00:10:51.279><c> i</c><00:10:51.360><c> should</c><00:10:51.519><c> say</c><00:10:51.760><c> so</c><00:10:51.920><c> what</c><00:10:52.079><c> i</c>

00:10:52.150 --> 00:10:52.160 align:start position:0%
random or no i should say so what i
 

00:10:52.160 --> 00:10:54.150 align:start position:0%
random or no i should say so what i
would<00:10:52.320><c> do</c><00:10:52.560><c> is</c><00:10:52.720><c> i</c><00:10:52.800><c> would</c><00:10:53.040><c> draw</c><00:10:53.360><c> these</c><00:10:53.519><c> pictures</c>

00:10:54.150 --> 00:10:54.160 align:start position:0%
would do is i would draw these pictures
 

00:10:54.160 --> 00:10:56.470 align:start position:0%
would do is i would draw these pictures
right<00:10:54.640><c> so</c><00:10:54.800><c> they</c><00:10:54.959><c> were</c><00:10:55.120><c> pretty</c><00:10:55.360><c> figurative</c><00:10:56.320><c> and</c>

00:10:56.470 --> 00:10:56.480 align:start position:0%
right so they were pretty figurative and
 

00:10:56.480 --> 00:10:57.829 align:start position:0%
right so they were pretty figurative and
i<00:10:56.720><c> and</c><00:10:56.880><c> i</c><00:10:57.120><c> i</c>

00:10:57.829 --> 00:10:57.839 align:start position:0%
i and i i
 

00:10:57.839 --> 00:11:00.150 align:start position:0%
i and i i
would<00:10:58.000><c> not</c><00:10:58.160><c> claim</c><00:10:58.399><c> to</c><00:10:58.480><c> be</c><00:10:58.640><c> a</c><00:10:58.720><c> great</c><00:10:59.040><c> um</c><00:11:00.000><c> you</c>

00:11:00.150 --> 00:11:00.160 align:start position:0%
would not claim to be a great um you
 

00:11:00.160 --> 00:11:02.230 align:start position:0%
would not claim to be a great um you
know<00:11:00.640><c> a</c><00:11:00.720><c> great</c><00:11:00.959><c> figurative</c><00:11:01.519><c> painter</c><00:11:01.839><c> but</c>

00:11:02.230 --> 00:11:02.240 align:start position:0%
know a great figurative painter but
 

00:11:02.240 --> 00:11:04.550 align:start position:0%
know a great figurative painter but
i<00:11:02.399><c> would</c><00:11:02.640><c> i</c><00:11:02.800><c> would</c><00:11:02.959><c> do</c><00:11:03.120><c> them</c><00:11:03.279><c> with</c><00:11:03.440><c> um</c><00:11:04.320><c> with</c><00:11:04.480><c> a</c>

00:11:04.550 --> 00:11:04.560 align:start position:0%
i would i would do them with um with a
 

00:11:04.560 --> 00:11:06.550 align:start position:0%
i would i would do them with um with a
mouse<00:11:05.040><c> so</c><00:11:05.200><c> that</c><00:11:05.519><c> that</c><00:11:05.680><c> was</c><00:11:05.839><c> the</c><00:11:06.079><c> code</c>

00:11:06.550 --> 00:11:06.560 align:start position:0%
mouse so that that was the code
 

00:11:06.560 --> 00:11:07.990 align:start position:0%
mouse so that that was the code
then<00:11:06.720><c> the</c><00:11:06.800><c> robot</c><00:11:07.120><c> would</c><00:11:07.279><c> execute</c><00:11:07.680><c> those</c><00:11:07.839><c> but</c>

00:11:07.990 --> 00:11:08.000 align:start position:0%
then the robot would execute those but
 

00:11:08.000 --> 00:11:09.829 align:start position:0%
then the robot would execute those but
it<00:11:08.079><c> was</c><00:11:08.240><c> always</c><00:11:08.480><c> very</c><00:11:08.640><c> approximate</c>

00:11:09.829 --> 00:11:09.839 align:start position:0%
it was always very approximate
 

00:11:09.839 --> 00:11:12.150 align:start position:0%
it was always very approximate
and<00:11:10.240><c> uh</c><00:11:10.959><c> so</c><00:11:11.120><c> yeah</c><00:11:11.360><c> and</c><00:11:11.440><c> i</c><00:11:11.600><c> really</c><00:11:11.839><c> wanted</c><00:11:12.079><c> to</c>

00:11:12.150 --> 00:11:12.160 align:start position:0%
and uh so yeah and i really wanted to
 

00:11:12.160 --> 00:11:14.470 align:start position:0%
and uh so yeah and i really wanted to
get<00:11:12.320><c> this</c><00:11:12.480><c> kind</c><00:11:12.640><c> of</c><00:11:12.880><c> gestural</c><00:11:13.760><c> kind</c><00:11:13.920><c> of</c>

00:11:14.470 --> 00:11:14.480 align:start position:0%
get this kind of gestural kind of
 

00:11:14.480 --> 00:11:17.030 align:start position:0%
get this kind of gestural kind of
abstract<00:11:14.959><c> expressionist</c><00:11:15.600><c> painting</c><00:11:15.839><c> so</c>

00:11:17.030 --> 00:11:17.040 align:start position:0%
abstract expressionist painting so
 

00:11:17.040 --> 00:11:17.990 align:start position:0%
abstract expressionist painting so
actually

00:11:17.990 --> 00:11:18.000 align:start position:0%
actually
 

00:11:18.000 --> 00:11:21.350 align:start position:0%
actually
this<00:11:18.240><c> is</c><00:11:18.480><c> one</c><00:11:20.000><c> from</c><00:11:20.240><c> a</c><00:11:20.320><c> later</c><00:11:20.640><c> project</c>

00:11:21.350 --> 00:11:21.360 align:start position:0%
this is one from a later project
 

00:11:21.360 --> 00:11:22.870 align:start position:0%
this is one from a later project
but<00:11:21.600><c> all</c><00:11:21.680><c> the</c><00:11:21.760><c> oranges</c><00:11:22.240><c> were</c><00:11:22.399><c> generated</c><00:11:22.720><c> by</c>

00:11:22.870 --> 00:11:22.880 align:start position:0%
but all the oranges were generated by
 

00:11:22.880 --> 00:11:24.470 align:start position:0%
but all the oranges were generated by
the<00:11:22.959><c> robot</c>

00:11:24.470 --> 00:11:24.480 align:start position:0%
the robot
 

00:11:24.480 --> 00:11:27.670 align:start position:0%
the robot
were<00:11:24.640><c> painted</c><00:11:24.959><c> by</c><00:11:25.120><c> the</c><00:11:25.200><c> robot</c><00:11:26.959><c> so</c><00:11:27.200><c> you</c><00:11:27.279><c> can</c><00:11:27.440><c> see</c>

00:11:27.670 --> 00:11:27.680 align:start position:0%
were painted by the robot so you can see
 

00:11:27.680 --> 00:11:28.230 align:start position:0%
were painted by the robot so you can see
if<00:11:27.839><c> you</c><00:11:27.920><c> look</c>

00:11:28.230 --> 00:11:28.240 align:start position:0%
if you look
 

00:11:28.240 --> 00:11:29.990 align:start position:0%
if you look
now<00:11:28.399><c> you</c><00:11:28.480><c> can</c><00:11:28.640><c> see</c><00:11:28.800><c> a</c><00:11:28.880><c> certain</c><00:11:29.200><c> similarity</c><00:11:29.839><c> to</c>

00:11:29.990 --> 00:11:30.000 align:start position:0%
now you can see a certain similarity to
 

00:11:30.000 --> 00:11:31.750 align:start position:0%
now you can see a certain similarity to
that<00:11:30.399><c> even</c><00:11:30.560><c> though</c><00:11:30.720><c> no</c><00:11:30.959><c> two</c><00:11:31.200><c> are</c><00:11:31.360><c> exactly</c>

00:11:31.750 --> 00:11:31.760 align:start position:0%
that even though no two are exactly
 

00:11:31.760 --> 00:11:32.790 align:start position:0%
that even though no two are exactly
alike

00:11:32.790 --> 00:11:32.800 align:start position:0%
alike
 

00:11:32.800 --> 00:11:34.310 align:start position:0%
alike
but<00:11:32.959><c> that</c><00:11:33.120><c> was</c><00:11:33.279><c> a</c><00:11:33.360><c> joint</c><00:11:33.600><c> project</c><00:11:33.920><c> i</c><00:11:34.000><c> did</c><00:11:34.160><c> with</c>

00:11:34.310 --> 00:11:34.320 align:start position:0%
but that was a joint project i did with
 

00:11:34.320 --> 00:11:35.910 align:start position:0%
but that was a joint project i did with
an<00:11:34.480><c> artist</c><00:11:34.800><c> in</c><00:11:34.959><c> la</c><00:11:35.200><c> when</c><00:11:35.360><c> i</c><00:11:35.440><c> moved</c><00:11:35.600><c> to</c>

00:11:35.910 --> 00:11:35.920 align:start position:0%
an artist in la when i moved to
 

00:11:35.920 --> 00:11:40.150 align:start position:0%
an artist in la when i moved to
usc<00:11:38.880><c> so</c><00:11:39.120><c> has</c><00:11:39.440><c> the</c>

00:11:40.150 --> 00:11:40.160 align:start position:0%
usc so has the
 

00:11:40.160 --> 00:11:42.550 align:start position:0%
usc so has the
your<00:11:40.320><c> research</c><00:11:41.120><c> in</c><00:11:41.600><c> or</c><00:11:41.839><c> not</c><00:11:42.000><c> your</c><00:11:42.160><c> research</c>

00:11:42.550 --> 00:11:42.560 align:start position:0%
your research in or not your research
 

00:11:42.560 --> 00:11:44.150 align:start position:0%
your research in or not your research
but<00:11:42.720><c> your</c><00:11:42.880><c> work</c><00:11:43.120><c> and</c><00:11:43.360><c> aren't</c>

00:11:44.150 --> 00:11:44.160 align:start position:0%
but your work and aren't
 

00:11:44.160 --> 00:11:47.190 align:start position:0%
but your work and aren't
fed<00:11:44.399><c> into</c><00:11:44.800><c> your</c><00:11:45.120><c> working</c><00:11:45.519><c> robotics</c>

00:11:47.190 --> 00:11:47.200 align:start position:0%
fed into your working robotics
 

00:11:47.200 --> 00:11:50.230 align:start position:0%
fed into your working robotics
oh<00:11:47.519><c> absolutely</c><00:11:48.079><c> here's</c><00:11:48.399><c> the</c><00:11:48.480><c> best</c><00:11:48.720><c> way</c><00:11:49.519><c> when</c>

00:11:50.230 --> 00:11:50.240 align:start position:0%
oh absolutely here's the best way when
 

00:11:50.240 --> 00:11:53.590 align:start position:0%
oh absolutely here's the best way when
i<00:11:50.480><c> was</c><00:11:52.079><c> when</c><00:11:52.320><c> i</c><00:11:52.399><c> was</c><00:11:52.639><c> a</c>

00:11:53.590 --> 00:11:53.600 align:start position:0%
i was when i was a
 

00:11:53.600 --> 00:11:56.790 align:start position:0%
i was when i was a
when<00:11:53.760><c> i</c><00:11:53.920><c> started</c><00:11:54.399><c> at</c><00:11:54.839><c> usc</c><00:11:55.839><c> i</c><00:11:56.160><c> was</c>

00:11:56.790 --> 00:11:56.800 align:start position:0%
when i started at usc i was
 

00:11:56.800 --> 00:11:58.629 align:start position:0%
when i started at usc i was
so<00:11:56.959><c> i</c><00:11:57.360><c> i</c><00:11:57.519><c> graduated</c><00:11:57.920><c> from</c><00:11:58.000><c> carnegie</c><00:11:58.399><c> mellon</c>

00:11:58.629 --> 00:11:58.639 align:start position:0%
so i i graduated from carnegie mellon
 

00:11:58.639 --> 00:12:00.069 align:start position:0%
so i i graduated from carnegie mellon
and<00:11:58.720><c> i</c><00:11:58.880><c> went</c><00:11:59.519><c> um</c>

00:12:00.069 --> 00:12:00.079 align:start position:0%
and i went um
 

00:12:00.079 --> 00:12:01.670 align:start position:0%
and i went um
i<00:12:00.240><c> was</c><00:12:00.399><c> very</c><00:12:00.639><c> lucky</c><00:12:00.880><c> to</c><00:12:00.959><c> get</c><00:12:01.120><c> a</c><00:12:01.200><c> position</c><00:12:01.519><c> at</c>

00:12:01.670 --> 00:12:01.680 align:start position:0%
i was very lucky to get a position at
 

00:12:01.680 --> 00:12:03.430 align:start position:0%
i was very lucky to get a position at
usc<00:12:02.160><c> with</c><00:12:02.320><c> george</c><00:12:02.639><c> becky</c>

00:12:03.430 --> 00:12:03.440 align:start position:0%
usc with george becky
 

00:12:03.440 --> 00:12:04.949 align:start position:0%
usc with george becky
who<00:12:03.600><c> i</c><00:12:03.680><c> hope</c><00:12:03.839><c> you</c><00:12:04.000><c> interview</c><00:12:04.240><c> because</c><00:12:04.480><c> he's</c>

00:12:04.949 --> 00:12:04.959 align:start position:0%
who i hope you interview because he's
 

00:12:04.959 --> 00:12:06.470 align:start position:0%
who i hope you interview because he's
fantastic<00:12:05.839><c> and</c><00:12:06.079><c> actually</c><00:12:06.240><c> they</c><00:12:06.320><c> have</c><00:12:06.399><c> a</c>

00:12:06.470 --> 00:12:06.480 align:start position:0%
fantastic and actually they have a
 

00:12:06.480 --> 00:12:07.990 align:start position:0%
fantastic and actually they have a
number<00:12:06.720><c> of</c><00:12:06.880><c> great</c><00:12:07.040><c> researchers</c><00:12:07.519><c> there</c><00:12:07.760><c> it's</c><00:12:07.839><c> a</c>

00:12:07.990 --> 00:12:08.000 align:start position:0%
number of great researchers there it's a
 

00:12:08.000 --> 00:12:08.470 align:start position:0%
number of great researchers there it's a
real

00:12:08.470 --> 00:12:08.480 align:start position:0%
real
 

00:12:08.480 --> 00:12:13.269 align:start position:0%
real
robotics<00:12:10.959><c> i</c><00:12:11.120><c> would</c><00:12:11.200><c> say</c><00:12:11.440><c> center</c><00:12:11.760><c> of</c><00:12:11.839><c> robotics</c>

00:12:13.269 --> 00:12:13.279 align:start position:0%
robotics i would say center of robotics
 

00:12:13.279 --> 00:12:16.790 align:start position:0%
robotics i would say center of robotics
and<00:12:14.240><c> there</c><00:12:15.040><c> i</c><00:12:15.200><c> was</c><00:12:15.519><c> still</c><00:12:15.680><c> doing</c><00:12:15.920><c> this</c><00:12:16.160><c> work</c><00:12:16.399><c> on</c>

00:12:16.790 --> 00:12:16.800 align:start position:0%
and there i was still doing this work on
 

00:12:16.800 --> 00:12:18.790 align:start position:0%
and there i was still doing this work on
manipulating<00:12:17.600><c> parts</c><00:12:17.920><c> and</c><00:12:18.000><c> geometry</c><00:12:18.560><c> and</c><00:12:18.720><c> all</c>

00:12:18.790 --> 00:12:18.800 align:start position:0%
manipulating parts and geometry and all
 

00:12:18.800 --> 00:12:20.069 align:start position:0%
manipulating parts and geometry and all
those<00:12:19.040><c> things</c><00:12:19.760><c> but</c>

00:12:20.069 --> 00:12:20.079 align:start position:0%
those things but
 

00:12:20.079 --> 00:12:23.269 align:start position:0%
those things but
um<00:12:20.720><c> i</c><00:12:20.800><c> had</c><00:12:20.959><c> a</c><00:12:21.120><c> lab</c><00:12:21.360><c> and</c><00:12:21.440><c> i</c><00:12:21.519><c> was</c><00:12:21.920><c> i</c><00:12:22.320><c> did</c><00:12:22.800><c> this</c><00:12:23.040><c> art</c>

00:12:23.269 --> 00:12:23.279 align:start position:0%
um i had a lab and i was i did this art
 

00:12:23.279 --> 00:12:24.870 align:start position:0%
um i had a lab and i was i did this art
project<00:12:23.519><c> where</c><00:12:23.680><c> we</c><00:12:23.839><c> built</c><00:12:24.079><c> this</c><00:12:24.320><c> big</c>

00:12:24.870 --> 00:12:24.880 align:start position:0%
project where we built this big
 

00:12:24.880 --> 00:12:27.190 align:start position:0%
project where we built this big
crazy<00:12:25.279><c> robot</c><00:12:25.680><c> that</c><00:12:25.839><c> was</c><00:12:26.160><c> gonna</c><00:12:26.399><c> paint</c><00:12:26.720><c> on</c><00:12:26.880><c> a</c>

00:12:27.190 --> 00:12:27.200 align:start position:0%
crazy robot that was gonna paint on a
 

00:12:27.200 --> 00:12:28.710 align:start position:0%
crazy robot that was gonna paint on a
big<00:12:27.440><c> scale</c><00:12:27.839><c> like</c><00:12:28.079><c> a</c>

00:12:28.710 --> 00:12:28.720 align:start position:0%
big scale like a
 

00:12:28.720 --> 00:12:30.389 align:start position:0%
big scale like a
20-foot<00:12:29.200><c> scale</c><00:12:29.519><c> that's</c><00:12:29.839><c> that's</c><00:12:30.000><c> what</c><00:12:30.160><c> this</c>

00:12:30.389 --> 00:12:30.399 align:start position:0%
20-foot scale that's that's what this
 

00:12:30.399 --> 00:12:31.750 align:start position:0%
20-foot scale that's that's what this
came<00:12:30.639><c> from</c>

00:12:31.750 --> 00:12:31.760 align:start position:0%
came from
 

00:12:31.760 --> 00:12:33.110 align:start position:0%
came from
and<00:12:31.920><c> in</c><00:12:32.079><c> the</c><00:12:32.160><c> course</c><00:12:32.399><c> of</c><00:12:32.480><c> that</c><00:12:32.639><c> i</c><00:12:32.720><c> had</c><00:12:32.880><c> a</c><00:12:32.959><c> number</c>

00:12:33.110 --> 00:12:33.120 align:start position:0%
and in the course of that i had a number
 

00:12:33.120 --> 00:12:34.790 align:start position:0%
and in the course of that i had a number
of<00:12:33.279><c> students</c><00:12:33.600><c> who</c><00:12:33.680><c> were</c><00:12:34.240><c> kind</c><00:12:34.399><c> of</c><00:12:34.480><c> a</c><00:12:34.560><c> little</c>

00:12:34.790 --> 00:12:34.800 align:start position:0%
of students who were kind of a little
 

00:12:34.800 --> 00:12:36.790 align:start position:0%
of students who were kind of a little
bit<00:12:34.959><c> you</c><00:12:35.120><c> know</c><00:12:35.279><c> unorthodox</c><00:12:36.000><c> some</c><00:12:36.240><c> undergrads</c>

00:12:36.790 --> 00:12:36.800 align:start position:0%
bit you know unorthodox some undergrads
 

00:12:36.800 --> 00:12:37.350 align:start position:0%
bit you know unorthodox some undergrads
and

00:12:37.350 --> 00:12:37.360 align:start position:0%
and
 

00:12:37.360 --> 00:12:39.750 align:start position:0%
and
characters<00:12:37.920><c> and</c><00:12:38.720><c> one</c><00:12:38.959><c> day</c><00:12:39.120><c> they</c><00:12:39.360><c> they</c><00:12:39.519><c> came</c><00:12:39.680><c> to</c>

00:12:39.750 --> 00:12:39.760 align:start position:0%
characters and one day they they came to
 

00:12:39.760 --> 00:12:41.030 align:start position:0%
characters and one day they they came to
me<00:12:39.839><c> and</c><00:12:40.000><c> said</c><00:12:40.160><c> you</c><00:12:40.240><c> got</c><00:12:40.320><c> to</c><00:12:40.399><c> check</c><00:12:40.639><c> this</c><00:12:40.880><c> out</c>

00:12:41.030 --> 00:12:41.040 align:start position:0%
me and said you got to check this out
 

00:12:41.040 --> 00:12:41.750 align:start position:0%
me and said you got to check this out
and<00:12:41.279><c> um</c>

00:12:41.750 --> 00:12:41.760 align:start position:0%
and um
 

00:12:41.760 --> 00:12:44.310 align:start position:0%
and um
this<00:12:41.920><c> was</c><00:12:42.079><c> 1993</c><00:12:43.200><c> and</c><00:12:43.360><c> they</c><00:12:43.680><c> walked</c><00:12:43.920><c> me</c><00:12:44.079><c> down</c><00:12:44.240><c> to</c>

00:12:44.310 --> 00:12:44.320 align:start position:0%
this was 1993 and they walked me down to
 

00:12:44.320 --> 00:12:45.670 align:start position:0%
this was 1993 and they walked me down to
the<00:12:44.399><c> lab</c><00:12:44.720><c> and</c><00:12:44.800><c> they</c><00:12:44.959><c> showed</c><00:12:45.120><c> me</c><00:12:45.360><c> the</c><00:12:45.440><c> world</c>

00:12:45.670 --> 00:12:45.680 align:start position:0%
the lab and they showed me the world
 

00:12:45.680 --> 00:12:47.590 align:start position:0%
the lab and they showed me the world
wide<00:12:46.000><c> web</c>

00:12:47.590 --> 00:12:47.600 align:start position:0%
wide web
 

00:12:47.600 --> 00:12:50.629 align:start position:0%
wide web
and<00:12:48.800><c> i</c><00:12:48.880><c> was</c><00:12:49.040><c> like</c><00:12:49.279><c> wow</c><00:12:49.680><c> this</c><00:12:49.920><c> is</c><00:12:50.160><c> wild</c>

00:12:50.629 --> 00:12:50.639 align:start position:0%
and i was like wow this is wild
 

00:12:50.639 --> 00:12:53.750 align:start position:0%
and i was like wow this is wild
and<00:12:50.720><c> then</c><00:12:50.880><c> they</c><00:12:51.040><c> said</c><00:12:51.839><c> um</c><00:12:52.399><c> listen</c><00:12:53.360><c> we</c><00:12:53.519><c> want</c><00:12:53.680><c> to</c>

00:12:53.750 --> 00:12:53.760 align:start position:0%
and then they said um listen we want to
 

00:12:53.760 --> 00:12:55.030 align:start position:0%
and then they said um listen we want to
do<00:12:53.920><c> something</c><00:12:54.240><c> we</c><00:12:54.399><c> want</c><00:12:54.560><c> to</c><00:12:54.639><c> do</c><00:12:54.800><c> something</c>

00:12:55.030 --> 00:12:55.040 align:start position:0%
do something we want to do something
 

00:12:55.040 --> 00:12:56.470 align:start position:0%
do something we want to do something
with<00:12:55.200><c> this</c><00:12:55.360><c> and</c><00:12:55.519><c> we</c><00:12:55.600><c> started</c><00:12:55.839><c> talking</c><00:12:56.079><c> about</c>

00:12:56.470 --> 00:12:56.480 align:start position:0%
with this and we started talking about
 

00:12:56.480 --> 00:12:59.990 align:start position:0%
with this and we started talking about
having<00:12:56.720><c> a</c><00:12:56.800><c> robot</c><00:12:57.440><c> on</c><00:12:57.600><c> the</c><00:12:57.760><c> web</c><00:12:58.959><c> and</c><00:12:59.200><c> so</c>

00:12:59.990 --> 00:13:00.000 align:start position:0%
having a robot on the web and so
 

00:13:00.000 --> 00:13:02.389 align:start position:0%
having a robot on the web and so
um<00:13:00.639><c> and</c><00:13:01.040><c> we</c><00:13:01.200><c> said</c><00:13:01.440><c> let's</c><00:13:01.600><c> make</c><00:13:01.760><c> an</c><00:13:01.920><c> art</c><00:13:02.079><c> project</c>

00:13:02.389 --> 00:13:02.399 align:start position:0%
um and we said let's make an art project
 

00:13:02.399 --> 00:13:03.590 align:start position:0%
um and we said let's make an art project
we're<00:13:02.560><c> going</c><00:13:02.639><c> to</c><00:13:02.880><c> where</c><00:13:03.200><c> you</c><00:13:03.279><c> know</c>

00:13:03.590 --> 00:13:03.600 align:start position:0%
we're going to where you know
 

00:13:03.600 --> 00:13:05.110 align:start position:0%
we're going to where you know
i<00:13:03.680><c> couldn't</c><00:13:04.240><c> didn't</c><00:13:04.480><c> seem</c><00:13:04.639><c> to</c><00:13:04.720><c> me</c><00:13:04.880><c> like</c><00:13:05.040><c> this</c>

00:13:05.110 --> 00:13:05.120 align:start position:0%
i couldn't didn't seem to me like this
 

00:13:05.120 --> 00:13:06.550 align:start position:0%
i couldn't didn't seem to me like this
was<00:13:05.279><c> going</c><00:13:05.360><c> to</c><00:13:05.440><c> be</c><00:13:05.519><c> a</c><00:13:05.600><c> research</c><00:13:06.000><c> advisor</c><00:13:06.320><c> but</c><00:13:06.480><c> i</c>

00:13:06.550 --> 00:13:06.560 align:start position:0%
was going to be a research advisor but i
 

00:13:06.560 --> 00:13:08.150 align:start position:0%
was going to be a research advisor but i
could<00:13:06.800><c> definitely</c><00:13:07.200><c> see</c><00:13:07.440><c> art</c>

00:13:08.150 --> 00:13:08.160 align:start position:0%
could definitely see art
 

00:13:08.160 --> 00:13:09.990 align:start position:0%
could definitely see art
and<00:13:08.320><c> so</c><00:13:08.800><c> we</c><00:13:09.040><c> started</c><00:13:09.279><c> working</c><00:13:09.600><c> and</c><00:13:09.680><c> it</c><00:13:09.760><c> was</c><00:13:09.920><c> a</c>

00:13:09.990 --> 00:13:10.000 align:start position:0%
and so we started working and it was a
 

00:13:10.000 --> 00:13:11.670 align:start position:0%
and so we started working and it was a
nighttime<00:13:10.480><c> thing</c><00:13:10.720><c> where</c><00:13:11.040><c> they</c><00:13:11.200><c> were</c><00:13:11.360><c> coming</c>

00:13:11.670 --> 00:13:11.680 align:start position:0%
nighttime thing where they were coming
 

00:13:11.680 --> 00:13:12.150 align:start position:0%
nighttime thing where they were coming
in

00:13:12.150 --> 00:13:12.160 align:start position:0%
in
 

00:13:12.160 --> 00:13:14.790 align:start position:0%
in
like<00:13:12.800><c> all</c><00:13:13.120><c> hours</c><00:13:13.360><c> of</c><00:13:13.440><c> the</c><00:13:13.600><c> night</c><00:13:13.920><c> and</c><00:13:14.240><c> we</c><00:13:14.480><c> had</c><00:13:14.720><c> a</c>

00:13:14.790 --> 00:13:14.800 align:start position:0%
like all hours of the night and we had a
 

00:13:14.800 --> 00:13:15.910 align:start position:0%
like all hours of the night and we had a
sense<00:13:15.120><c> that</c>

00:13:15.910 --> 00:13:15.920 align:start position:0%
sense that
 

00:13:15.920 --> 00:13:18.069 align:start position:0%
sense that
someone<00:13:16.240><c> might</c><00:13:16.480><c> beat</c><00:13:16.720><c> us</c><00:13:16.880><c> to</c><00:13:17.120><c> it</c><00:13:17.440><c> so</c><00:13:17.680><c> we</c><00:13:17.839><c> work</c>

00:13:18.069 --> 00:13:18.079 align:start position:0%
someone might beat us to it so we work
 

00:13:18.079 --> 00:13:19.269 align:start position:0%
someone might beat us to it so we work
like<00:13:18.320><c> crazy</c><00:13:18.800><c> from</c>

00:13:19.269 --> 00:13:19.279 align:start position:0%
like crazy from
 

00:13:19.279 --> 00:13:21.509 align:start position:0%
like crazy from
january<00:13:19.920><c> and</c><00:13:20.079><c> we</c><00:13:20.320><c> launched</c><00:13:20.639><c> it</c><00:13:20.720><c> in</c><00:13:20.880><c> august</c>

00:13:21.509 --> 00:13:21.519 align:start position:0%
january and we launched it in august
 

00:13:21.519 --> 00:13:22.550 align:start position:0%
january and we launched it in august
1994

00:13:22.550 --> 00:13:22.560 align:start position:0%
1994
 

00:13:22.560 --> 00:13:25.430 align:start position:0%
1994
and<00:13:23.600><c> it</c><00:13:23.760><c> was</c><00:13:24.160><c> it</c><00:13:24.320><c> got</c><00:13:24.639><c> all</c><00:13:24.800><c> kinds</c><00:13:24.959><c> of</c><00:13:25.120><c> attention</c>

00:13:25.430 --> 00:13:25.440 align:start position:0%
and it was it got all kinds of attention
 

00:13:25.440 --> 00:13:26.150 align:start position:0%
and it was it got all kinds of attention
it<00:13:25.519><c> was</c><00:13:25.760><c> in</c><00:13:25.920><c> the</c>

00:13:26.150 --> 00:13:26.160 align:start position:0%
it was in the
 

00:13:26.160 --> 00:13:28.949 align:start position:0%
it was in the
london<00:13:26.560><c> times</c><00:13:27.279><c> newsweek</c><00:13:28.240><c> all</c><00:13:28.399><c> the</c><00:13:28.560><c> it</c><00:13:28.639><c> was</c><00:13:28.800><c> in</c>

00:13:28.949 --> 00:13:28.959 align:start position:0%
london times newsweek all the it was in
 

00:13:28.959 --> 00:13:30.310 align:start position:0%
london times newsweek all the it was in
abc<00:13:29.360><c> news</c>

00:13:30.310 --> 00:13:30.320 align:start position:0%
abc news
 

00:13:30.320 --> 00:13:32.069 align:start position:0%
abc news
and<00:13:30.560><c> a</c><00:13:30.720><c> week</c><00:13:30.959><c> later</c><00:13:31.279><c> another</c><00:13:31.519><c> team</c><00:13:31.760><c> launched</c>

00:13:32.069 --> 00:13:32.079 align:start position:0%
and a week later another team launched
 

00:13:32.079 --> 00:13:34.069 align:start position:0%
and a week later another team launched
one<00:13:32.320><c> in</c><00:13:32.839><c> australia</c>

00:13:34.069 --> 00:13:34.079 align:start position:0%
one in australia
 

00:13:34.079 --> 00:13:36.389 align:start position:0%
one in australia
and<00:13:34.240><c> it</c><00:13:34.320><c> was</c><00:13:34.480><c> like</c><00:13:34.639><c> they</c><00:13:34.800><c> were</c><00:13:34.959><c> that</c><00:13:35.200><c> close</c><00:13:35.600><c> to</c>

00:13:36.389 --> 00:13:36.399 align:start position:0%
and it was like they were that close to
 

00:13:36.399 --> 00:13:38.310 align:start position:0%
and it was like they were that close to
to<00:13:36.800><c> to</c><00:13:36.959><c> have</c><00:13:37.279><c> to</c><00:13:37.519><c> be</c><00:13:37.680><c> you're</c><00:13:37.920><c> that</c><00:13:38.079><c> close</c><00:13:38.240><c> to</c>

00:13:38.310 --> 00:13:38.320 align:start position:0%
to to have to be you're that close to
 

00:13:38.320 --> 00:13:39.670 align:start position:0%
to to have to be you're that close to
being<00:13:38.560><c> scooped</c>

00:13:39.670 --> 00:13:39.680 align:start position:0%
being scooped
 

00:13:39.680 --> 00:13:40.790 align:start position:0%
being scooped
the<00:13:39.839><c> reason</c><00:13:40.079><c> it</c><00:13:40.160><c> was</c><00:13:40.320><c> interesting</c><00:13:40.639><c> was</c>

00:13:40.790 --> 00:13:40.800 align:start position:0%
the reason it was interesting was
 

00:13:40.800 --> 00:13:42.870 align:start position:0%
the reason it was interesting was
because<00:13:41.199><c> it</c><00:13:41.279><c> was</c><00:13:41.600><c> i</c><00:13:41.920><c> always</c><00:13:42.079><c> saw</c><00:13:42.320><c> it</c><00:13:42.399><c> as</c><00:13:42.480><c> an</c><00:13:42.639><c> art</c>

00:13:42.870 --> 00:13:42.880 align:start position:0%
because it was i always saw it as an art
 

00:13:42.880 --> 00:13:44.790 align:start position:0%
because it was i always saw it as an art
project<00:13:43.279><c> in</c><00:13:43.440><c> fact</c><00:13:43.680><c> we</c><00:13:43.839><c> worked</c>

00:13:44.790 --> 00:13:44.800 align:start position:0%
project in fact we worked
 

00:13:44.800 --> 00:13:46.389 align:start position:0%
project in fact we worked
there<00:13:44.959><c> was</c><00:13:45.040><c> a</c><00:13:45.120><c> whole</c><00:13:45.360><c> story</c><00:13:45.839><c> around</c><00:13:46.160><c> it</c><00:13:46.320><c> that</c>

00:13:46.389 --> 00:13:46.399 align:start position:0%
there was a whole story around it that
 

00:13:46.399 --> 00:13:47.990 align:start position:0%
there was a whole story around it that
we<00:13:46.560><c> had</c><00:13:46.720><c> a</c><00:13:46.800><c> sort</c><00:13:46.959><c> of</c><00:13:47.040><c> fictitious</c><00:13:47.600><c> story</c><00:13:47.839><c> that</c>

00:13:47.990 --> 00:13:48.000 align:start position:0%
we had a sort of fictitious story that
 

00:13:48.000 --> 00:13:49.110 align:start position:0%
we had a sort of fictitious story that
there<00:13:48.399><c> was</c><00:13:48.560><c> a</c>

00:13:49.110 --> 00:13:49.120 align:start position:0%
there was a
 

00:13:49.120 --> 00:13:51.189 align:start position:0%
there was a
there<00:13:49.279><c> was</c><00:13:49.440><c> a</c><00:13:49.519><c> radioactive</c><00:13:50.639><c> it</c><00:13:50.720><c> was</c><00:13:50.880><c> all</c><00:13:51.040><c> from</c>

00:13:51.189 --> 00:13:51.199 align:start position:0%
there was a radioactive it was all from
 

00:13:51.199 --> 00:13:53.110 align:start position:0%
there was a radioactive it was all from
a<00:13:51.279><c> radioactive</c><00:13:52.000><c> zone</c><00:13:52.320><c> in</c><00:13:52.399><c> the</c><00:13:52.560><c> desert</c>

00:13:53.110 --> 00:13:53.120 align:start position:0%
a radioactive zone in the desert
 

00:13:53.120 --> 00:13:54.470 align:start position:0%
a radioactive zone in the desert
people<00:13:53.360><c> had</c><00:13:53.519><c> to</c><00:13:53.600><c> come</c><00:13:53.839><c> in</c><00:13:54.000><c> and</c><00:13:54.079><c> help</c><00:13:54.320><c> us</c>

00:13:54.470 --> 00:13:54.480 align:start position:0%
people had to come in and help us
 

00:13:54.480 --> 00:13:56.870 align:start position:0%
people had to come in and help us
excavate<00:13:55.440><c> this</c><00:13:55.680><c> radioactive</c><00:13:56.399><c> site</c>

00:13:56.870 --> 00:13:56.880 align:start position:0%
excavate this radioactive site
 

00:13:56.880 --> 00:13:58.790 align:start position:0%
excavate this radioactive site
of<00:13:56.959><c> course</c><00:13:57.199><c> you</c><00:13:57.279><c> couldn't</c><00:13:57.519><c> tell</c><00:13:57.839><c> the</c><00:13:58.000><c> scale</c>

00:13:58.790 --> 00:13:58.800 align:start position:0%
of course you couldn't tell the scale
 

00:13:58.800 --> 00:14:00.470 align:start position:0%
of course you couldn't tell the scale
but<00:13:58.959><c> you</c><00:13:59.120><c> were</c><00:13:59.360><c> operating</c><00:13:59.760><c> a</c><00:13:59.920><c> robot</c><00:14:00.399><c> and</c>

00:14:00.470 --> 00:14:00.480 align:start position:0%
but you were operating a robot and
 

00:14:00.480 --> 00:14:01.990 align:start position:0%
but you were operating a robot and
you're<00:14:00.720><c> blowing</c><00:14:01.120><c> air</c><00:14:01.360><c> in</c><00:14:01.440><c> the</c><00:14:01.600><c> sand</c>

00:14:01.990 --> 00:14:02.000 align:start position:0%
you're blowing air in the sand
 

00:14:02.000 --> 00:14:04.389 align:start position:0%
you're blowing air in the sand
and<00:14:02.079><c> so</c><00:14:02.240><c> you</c><00:14:02.399><c> were</c><00:14:02.720><c> doing</c><00:14:02.959><c> this</c><00:14:03.120><c> thing</c><00:14:04.160><c> and</c><00:14:04.240><c> so</c>

00:14:04.389 --> 00:14:04.399 align:start position:0%
and so you were doing this thing and so
 

00:14:04.399 --> 00:14:05.350 align:start position:0%
and so you were doing this thing and so
it<00:14:04.560><c> really</c><00:14:04.720><c> attracted</c>

00:14:05.350 --> 00:14:05.360 align:start position:0%
it really attracted
 

00:14:05.360 --> 00:14:07.430 align:start position:0%
it really attracted
interest<00:14:05.760><c> partly</c><00:14:06.079><c> because</c><00:14:06.480><c> if</c><00:14:06.639><c> i</c><00:14:06.800><c> just</c><00:14:06.959><c> said</c>

00:14:07.430 --> 00:14:07.440 align:start position:0%
interest partly because if i just said
 

00:14:07.440 --> 00:14:09.189 align:start position:0%
interest partly because if i just said
oh<00:14:07.760><c> assemble</c><00:14:08.160><c> the</c><00:14:08.240><c> water</c><00:14:08.560><c> pump</c>

00:14:09.189 --> 00:14:09.199 align:start position:0%
oh assemble the water pump
 

00:14:09.199 --> 00:14:11.269 align:start position:0%
oh assemble the water pump
you<00:14:09.279><c> know</c><00:14:10.160><c> that</c><00:14:10.320><c> might</c><00:14:10.480><c> not</c><00:14:10.639><c> have</c><00:14:10.800><c> been</c><00:14:11.040><c> very</c>

00:14:11.269 --> 00:14:11.279 align:start position:0%
you know that might not have been very
 

00:14:11.279 --> 00:14:12.710 align:start position:0%
you know that might not have been very
compelling<00:14:11.760><c> but</c>

00:14:12.710 --> 00:14:12.720 align:start position:0%
compelling but
 

00:14:12.720 --> 00:14:14.790 align:start position:0%
compelling but
i<00:14:12.880><c> was</c><00:14:13.199><c> really</c><00:14:13.600><c> tuned</c><00:14:13.920><c> into</c><00:14:14.079><c> the</c><00:14:14.240><c> idea</c><00:14:14.480><c> of</c><00:14:14.560><c> like</c>

00:14:14.790 --> 00:14:14.800 align:start position:0%
i was really tuned into the idea of like
 

00:14:14.800 --> 00:14:16.949 align:start position:0%
i was really tuned into the idea of like
making<00:14:15.040><c> an</c><00:14:15.199><c> art</c><00:14:15.440><c> project</c><00:14:15.760><c> that</c><00:14:15.920><c> i</c><00:14:16.079><c> knew</c>

00:14:16.949 --> 00:14:16.959 align:start position:0%
making an art project that i knew
 

00:14:16.959 --> 00:14:19.030 align:start position:0%
making an art project that i knew
how<00:14:17.199><c> to</c><00:14:17.360><c> get</c><00:14:17.600><c> people</c><00:14:18.079><c> engaged</c><00:14:18.639><c> with</c><00:14:18.800><c> something</c>

00:14:19.030 --> 00:14:19.040 align:start position:0%
how to get people engaged with something
 

00:14:19.040 --> 00:14:21.110 align:start position:0%
how to get people engaged with something
like<00:14:19.199><c> that</c><00:14:19.360><c> have</c><00:14:19.519><c> a</c><00:14:19.600><c> narrative</c><00:14:20.079><c> around</c><00:14:20.399><c> it</c>

00:14:21.110 --> 00:14:21.120 align:start position:0%
like that have a narrative around it
 

00:14:21.120 --> 00:14:24.310 align:start position:0%
like that have a narrative around it
and<00:14:21.279><c> so</c><00:14:21.760><c> after</c><00:14:22.160><c> that</c><00:14:22.720><c> um</c><00:14:23.600><c> we</c><00:14:24.000><c> that</c>

00:14:24.310 --> 00:14:24.320 align:start position:0%
and so after that um we that
 

00:14:24.320 --> 00:14:28.069 align:start position:0%
and so after that um we that
we<00:14:24.560><c> we</c><00:14:24.720><c> got</c><00:14:25.360><c> it</c><00:14:25.440><c> was</c><00:14:25.600><c> so</c><00:14:27.120><c> it</c><00:14:27.279><c> was</c><00:14:27.360><c> so</c><00:14:27.519><c> much</c><00:14:27.760><c> fun</c>

00:14:28.069 --> 00:14:28.079 align:start position:0%
we we got it was so it was so much fun
 

00:14:28.079 --> 00:14:29.350 align:start position:0%
we we got it was so it was so much fun
to<00:14:28.160><c> see</c><00:14:28.320><c> people</c><00:14:28.560><c> coming</c><00:14:28.720><c> in</c><00:14:28.880><c> and</c><00:14:28.959><c> operating</c>

00:14:29.350 --> 00:14:29.360 align:start position:0%
to see people coming in and operating
 

00:14:29.360 --> 00:14:30.230 align:start position:0%
to see people coming in and operating
our<00:14:29.440><c> robot</c>

00:14:30.230 --> 00:14:30.240 align:start position:0%
our robot
 

00:14:30.240 --> 00:14:32.790 align:start position:0%
our robot
and<00:14:30.399><c> literally</c><00:14:30.720><c> was</c><00:14:31.040><c> online</c><00:14:31.360><c> 24</c><00:14:31.760><c> hours</c><00:14:31.920><c> a</c><00:14:32.000><c> day</c>

00:14:32.790 --> 00:14:32.800 align:start position:0%
and literally was online 24 hours a day
 

00:14:32.800 --> 00:14:34.310 align:start position:0%
and literally was online 24 hours a day
and<00:14:33.040><c> you</c><00:14:33.199><c> could</c><00:14:33.360><c> hear</c><00:14:33.600><c> it</c><00:14:33.680><c> from</c><00:14:33.839><c> my</c><00:14:34.000><c> office</c>

00:14:34.310 --> 00:14:34.320 align:start position:0%
and you could hear it from my office
 

00:14:34.320 --> 00:14:34.949 align:start position:0%
and you could hear it from my office
upstairs

00:14:34.949 --> 00:14:34.959 align:start position:0%
upstairs
 

00:14:34.959 --> 00:14:37.269 align:start position:0%
upstairs
all<00:14:35.199><c> day</c><00:14:35.440><c> long</c><00:14:36.000><c> people</c><00:14:36.399><c> driving</c><00:14:36.720><c> and</c><00:14:36.880><c> moving</c>

00:14:37.269 --> 00:14:37.279 align:start position:0%
all day long people driving and moving
 

00:14:37.279 --> 00:14:39.189 align:start position:0%
all day long people driving and moving
around<00:14:37.760><c> ten</c><00:14:38.000><c> thousand</c><00:14:38.399><c> tens</c><00:14:38.639><c> of</c><00:14:38.720><c> thousands</c><00:14:39.040><c> of</c>

00:14:39.189 --> 00:14:39.199 align:start position:0%
around ten thousand tens of thousands of
 

00:14:39.199 --> 00:14:40.230 align:start position:0%
around ten thousand tens of thousands of
people<00:14:39.440><c> were</c><00:14:39.600><c> doing</c>

00:14:40.230 --> 00:14:40.240 align:start position:0%
people were doing
 

00:14:40.240 --> 00:14:41.670 align:start position:0%
people were doing
so<00:14:40.399><c> then</c><00:14:40.560><c> we</c><00:14:40.720><c> got</c><00:14:40.800><c> some</c><00:14:40.959><c> funding</c><00:14:41.279><c> and</c><00:14:41.360><c> we</c><00:14:41.440><c> did</c><00:14:41.600><c> a</c>

00:14:41.670 --> 00:14:41.680 align:start position:0%
so then we got some funding and we did a
 

00:14:41.680 --> 00:14:43.750 align:start position:0%
so then we got some funding and we did a
next<00:14:41.920><c> version</c><00:14:42.240><c> called</c><00:14:42.480><c> the</c><00:14:42.560><c> telegarden</c>

00:14:43.750 --> 00:14:43.760 align:start position:0%
next version called the telegarden
 

00:14:43.760 --> 00:14:45.269 align:start position:0%
next version called the telegarden
that<00:14:43.920><c> was</c><00:14:44.160><c> uh</c><00:14:44.480><c> the</c><00:14:44.639><c> garden</c><00:14:45.040><c> that</c><00:14:45.120><c> was</c>

00:14:45.269 --> 00:14:45.279 align:start position:0%
that was uh the garden that was
 

00:14:45.279 --> 00:14:47.110 align:start position:0%
that was uh the garden that was
operating<00:14:45.920><c> controlled</c><00:14:46.320><c> over</c><00:14:46.480><c> the</c><00:14:46.639><c> web</c>

00:14:47.110 --> 00:14:47.120 align:start position:0%
operating controlled over the web
 

00:14:47.120 --> 00:14:48.389 align:start position:0%
operating controlled over the web
and<00:14:47.279><c> that</c><00:14:47.440><c> was</c><00:14:47.600><c> much</c><00:14:47.760><c> bigger</c><00:14:48.079><c> because</c><00:14:48.160><c> we</c><00:14:48.320><c> had</c>

00:14:48.389 --> 00:14:48.399 align:start position:0%
and that was much bigger because we had
 

00:14:48.399 --> 00:14:50.389 align:start position:0%
and that was much bigger because we had
a<00:14:48.480><c> better</c><00:14:48.720><c> robot</c><00:14:49.360><c> colored</c><00:14:49.680><c> camera</c>

00:14:50.389 --> 00:14:50.399 align:start position:0%
a better robot colored camera
 

00:14:50.399 --> 00:14:52.310 align:start position:0%
a better robot colored camera
but<00:14:50.560><c> there</c><00:14:50.800><c> we</c><00:14:50.880><c> had</c><00:14:51.120><c> plants</c><00:14:51.839><c> and</c><00:14:51.920><c> so</c><00:14:52.079><c> people</c>

00:14:52.310 --> 00:14:52.320 align:start position:0%
but there we had plants and so people
 

00:14:52.320 --> 00:14:54.310 align:start position:0%
but there we had plants and so people
could<00:14:52.480><c> move</c><00:14:52.720><c> around</c><00:14:53.120><c> look</c><00:14:53.360><c> at</c><00:14:53.440><c> the</c><00:14:53.600><c> plants</c>

00:14:54.310 --> 00:14:54.320 align:start position:0%
could move around look at the plants
 

00:14:54.320 --> 00:14:55.590 align:start position:0%
could move around look at the plants
they<00:14:54.480><c> could</c><00:14:54.720><c> water</c><00:14:55.040><c> them</c><00:14:55.279><c> and</c><00:14:55.360><c> then</c><00:14:55.440><c> they</c>

00:14:55.590 --> 00:14:55.600 align:start position:0%
they could water them and then they
 

00:14:55.600 --> 00:14:57.590 align:start position:0%
they could water them and then they
could<00:14:55.760><c> plant</c><00:14:56.079><c> seeds</c>

00:14:57.590 --> 00:14:57.600 align:start position:0%
could plant seeds
 

00:14:57.600 --> 00:15:01.030 align:start position:0%
could plant seeds
so<00:14:58.639><c> that</c><00:14:59.040><c> so</c><00:14:59.920><c> going</c><00:15:00.160><c> back</c><00:15:00.320><c> to</c><00:15:00.399><c> the</c><00:15:00.560><c> question</c><00:15:00.880><c> of</c>

00:15:01.030 --> 00:15:01.040 align:start position:0%
so that so going back to the question of
 

00:15:01.040 --> 00:15:02.230 align:start position:0%
so that so going back to the question of
research

00:15:02.230 --> 00:15:02.240 align:start position:0%
research
 

00:15:02.240 --> 00:15:05.350 align:start position:0%
research
in<00:15:02.399><c> the</c><00:15:02.560><c> context</c><00:15:03.040><c> of</c><00:15:03.600><c> that</c><00:15:03.920><c> i</c><00:15:04.160><c> really</c><00:15:04.959><c> first</c><00:15:05.199><c> of</c>

00:15:05.350 --> 00:15:05.360 align:start position:0%
in the context of that i really first of
 

00:15:05.360 --> 00:15:06.550 align:start position:0%
in the context of that i really first of
all<00:15:05.440><c> i</c><00:15:05.680><c> started</c><00:15:05.920><c> getting</c><00:15:06.160><c> excited</c><00:15:06.320><c> by</c><00:15:06.480><c> the</c>

00:15:06.550 --> 00:15:06.560 align:start position:0%
all i started getting excited by the
 

00:15:06.560 --> 00:15:08.069 align:start position:0%
all i started getting excited by the
idea<00:15:06.800><c> that</c><00:15:06.959><c> there</c><00:15:07.120><c> was</c><00:15:07.360><c> there</c><00:15:07.519><c> was</c><00:15:07.680><c> some</c><00:15:07.839><c> real</c>

00:15:08.069 --> 00:15:08.079 align:start position:0%
idea that there was there was some real
 

00:15:08.079 --> 00:15:09.110 align:start position:0%
idea that there was there was some real
engineering<00:15:08.480><c> involved</c>

00:15:09.110 --> 00:15:09.120 align:start position:0%
engineering involved
 

00:15:09.120 --> 00:15:12.069 align:start position:0%
engineering involved
in<00:15:10.800><c> how</c><00:15:10.959><c> do</c><00:15:11.040><c> you</c><00:15:11.120><c> design</c><00:15:11.440><c> a</c><00:15:11.519><c> system</c><00:15:11.839><c> that</c><00:15:11.920><c> could</c>

00:15:12.069 --> 00:15:12.079 align:start position:0%
in how do you design a system that could
 

00:15:12.079 --> 00:15:13.910 align:start position:0%
in how do you design a system that could
be<00:15:12.160><c> operated</c><00:15:12.560><c> by</c><00:15:12.720><c> non-experts</c>

00:15:13.910 --> 00:15:13.920 align:start position:0%
be operated by non-experts
 

00:15:13.920 --> 00:15:15.590 align:start position:0%
be operated by non-experts
from<00:15:14.160><c> anywhere</c><00:15:14.480><c> in</c><00:15:14.560><c> the</c><00:15:14.639><c> world</c><00:15:15.120><c> it</c><00:15:15.199><c> had</c><00:15:15.360><c> to</c><00:15:15.440><c> be</c>

00:15:15.590 --> 00:15:15.600 align:start position:0%
from anywhere in the world it had to be
 

00:15:15.600 --> 00:15:17.750 align:start position:0%
from anywhere in the world it had to be
robust<00:15:16.560><c> in</c><00:15:16.720><c> fact</c><00:15:16.880><c> that</c><00:15:17.040><c> garden</c><00:15:17.279><c> was</c><00:15:17.440><c> online</c>

00:15:17.750 --> 00:15:17.760 align:start position:0%
robust in fact that garden was online
 

00:15:17.760 --> 00:15:19.269 align:start position:0%
robust in fact that garden was online
for<00:15:18.000><c> nine</c><00:15:18.240><c> years</c>

00:15:19.269 --> 00:15:19.279 align:start position:0%
for nine years
 

00:15:19.279 --> 00:15:21.829 align:start position:0%
for nine years
pretty<00:15:19.600><c> constantly</c><00:15:20.639><c> and</c><00:15:20.880><c> so</c><00:15:21.120><c> we</c><00:15:21.199><c> had</c><00:15:21.279><c> to</c><00:15:21.600><c> think</c>

00:15:21.829 --> 00:15:21.839 align:start position:0%
pretty constantly and so we had to think
 

00:15:21.839 --> 00:15:23.670 align:start position:0%
pretty constantly and so we had to think
a<00:15:21.920><c> lot</c><00:15:22.079><c> about</c><00:15:22.240><c> how</c><00:15:22.399><c> to</c><00:15:22.639><c> make</c><00:15:22.880><c> it</c><00:15:22.959><c> bulletproof</c>

00:15:23.670 --> 00:15:23.680 align:start position:0%
a lot about how to make it bulletproof
 

00:15:23.680 --> 00:15:27.670 align:start position:0%
a lot about how to make it bulletproof
and<00:15:24.160><c> do</c><00:15:24.320><c> a</c><00:15:24.399><c> lot</c><00:15:24.560><c> of</c><00:15:24.720><c> error</c><00:15:24.959><c> detection</c><00:15:25.680><c> and</c><00:15:26.320><c> um</c>

00:15:27.670 --> 00:15:27.680 align:start position:0%
and do a lot of error detection and um
 

00:15:27.680 --> 00:15:30.069 align:start position:0%
and do a lot of error detection and um
but<00:15:27.839><c> the</c><00:15:28.000><c> other</c><00:15:28.720><c> part</c><00:15:29.120><c> was</c><00:15:29.519><c> that</c><00:15:29.759><c> the</c><00:15:29.839><c> whole</c>

00:15:30.069 --> 00:15:30.079 align:start position:0%
but the other part was that the whole
 

00:15:30.079 --> 00:15:31.910 align:start position:0%
but the other part was that the whole
field<00:15:30.399><c> of</c><00:15:30.480><c> networked</c><00:15:30.959><c> robots</c>

00:15:31.910 --> 00:15:31.920 align:start position:0%
field of networked robots
 

00:15:31.920 --> 00:15:34.710 align:start position:0%
field of networked robots
um<00:15:32.560><c> started</c><00:15:33.680><c> people</c><00:15:33.920><c> started</c><00:15:34.160><c> talking</c><00:15:34.480><c> about</c>

00:15:34.710 --> 00:15:34.720 align:start position:0%
um started people started talking about
 

00:15:34.720 --> 00:15:37.590 align:start position:0%
um started people started talking about
that<00:15:34.959><c> so</c><00:15:35.120><c> we</c><00:15:35.360><c> formed</c><00:15:35.839><c> an</c><00:15:36.079><c> ieee</c><00:15:36.639><c> society</c>

00:15:37.590 --> 00:15:37.600 align:start position:0%
that so we formed an ieee society
 

00:15:37.600 --> 00:15:40.550 align:start position:0%
that so we formed an ieee society
under<00:15:37.839><c> robotics</c><00:15:38.320><c> automation</c><00:15:39.440><c> um</c><00:15:40.000><c> the</c><00:15:40.320><c> the</c>

00:15:40.550 --> 00:15:40.560 align:start position:0%
under robotics automation um the the
 

00:15:40.560 --> 00:15:41.110 align:start position:0%
under robotics automation um the the
society

00:15:41.110 --> 00:15:41.120 align:start position:0%
society
 

00:15:41.120 --> 00:15:44.550 align:start position:0%
society
the<00:15:41.519><c> the</c><00:15:42.399><c> technical</c><00:15:42.880><c> committee</c><00:15:43.440><c> on</c><00:15:44.000><c> networked</c>

00:15:44.550 --> 00:15:44.560 align:start position:0%
the the technical committee on networked
 

00:15:44.560 --> 00:15:45.590 align:start position:0%
the the technical committee on networked
robots

00:15:45.590 --> 00:15:45.600 align:start position:0%
robots
 

00:15:45.600 --> 00:15:49.030 align:start position:0%
robots
in<00:15:46.399><c> about</c><00:15:47.120><c> 95</c><00:15:47.839><c> or</c><00:15:47.920><c> 96</c>

00:15:49.030 --> 00:15:49.040 align:start position:0%
in about 95 or 96
 

00:15:49.040 --> 00:15:51.670 align:start position:0%
in about 95 or 96
or<00:15:49.199><c> so</c><00:15:49.920><c> and</c><00:15:50.320><c> pretty</c><00:15:50.560><c> soon</c><00:15:50.720><c> we</c><00:15:50.800><c> have</c><00:15:51.199><c> 200</c>

00:15:51.670 --> 00:15:51.680 align:start position:0%
or so and pretty soon we have 200
 

00:15:51.680 --> 00:15:52.710 align:start position:0%
or so and pretty soon we have 200
members

00:15:52.710 --> 00:15:52.720 align:start position:0%
members
 

00:15:52.720 --> 00:15:54.710 align:start position:0%
members
we<00:15:52.880><c> publish</c><00:15:53.279><c> a</c><00:15:53.360><c> book</c><00:15:53.920><c> published</c><00:15:54.240><c> two</c><00:15:54.399><c> books</c>

00:15:54.710 --> 00:15:54.720 align:start position:0%
we publish a book published two books
 

00:15:54.720 --> 00:15:56.629 align:start position:0%
we publish a book published two books
actually<00:15:55.040><c> uh</c><00:15:55.199><c> with</c><00:15:55.440><c> mit</c><00:15:55.920><c> press</c>

00:15:56.629 --> 00:15:56.639 align:start position:0%
actually uh with mit press
 

00:15:56.639 --> 00:15:58.310 align:start position:0%
actually uh with mit press
about<00:15:56.880><c> them</c><00:15:57.519><c> and</c><00:15:57.600><c> there</c><00:15:57.759><c> were</c><00:15:57.920><c> all</c><00:15:58.079><c> these</c>

00:15:58.310 --> 00:15:58.320 align:start position:0%
about them and there were all these
 

00:15:58.320 --> 00:16:00.150 align:start position:0%
about them and there were all these
technical<00:15:58.639><c> issues</c><00:15:58.959><c> about</c><00:15:59.199><c> the</c><00:15:59.360><c> time</c><00:15:59.600><c> delays</c>

00:16:00.150 --> 00:16:00.160 align:start position:0%
technical issues about the time delays
 

00:16:00.160 --> 00:16:00.790 align:start position:0%
technical issues about the time delays
and

00:16:00.790 --> 00:16:00.800 align:start position:0%
and
 

00:16:00.800 --> 00:16:02.550 align:start position:0%
and
you<00:16:00.880><c> know</c><00:16:01.040><c> how</c><00:16:01.199><c> to</c><00:16:01.360><c> do</c><00:16:01.519><c> them</c><00:16:01.680><c> and</c><00:16:01.759><c> now</c><00:16:02.320><c> it's</c>

00:16:02.550 --> 00:16:02.560 align:start position:0%
you know how to do them and now it's
 

00:16:02.560 --> 00:16:04.230 align:start position:0%
you know how to do them and now it's
it's<00:16:02.800><c> actually</c><00:16:03.040><c> interesting</c><00:16:03.440><c> and</c><00:16:03.600><c> that</c>

00:16:04.230 --> 00:16:04.240 align:start position:0%
it's actually interesting and that
 

00:16:04.240 --> 00:16:06.550 align:start position:0%
it's actually interesting and that
uh<00:16:04.639><c> it</c><00:16:04.800><c> would</c><00:16:04.880><c> be</c><00:16:05.040><c> hard</c><00:16:05.519><c> to</c><00:16:05.839><c> imagine</c><00:16:06.160><c> a</c><00:16:06.240><c> robot</c>

00:16:06.550 --> 00:16:06.560 align:start position:0%
uh it would be hard to imagine a robot
 

00:16:06.560 --> 00:16:08.710 align:start position:0%
uh it would be hard to imagine a robot
that's<00:16:06.800><c> not</c><00:16:07.040><c> on</c><00:16:07.279><c> the</c><00:16:07.360><c> network</c>

00:16:08.710 --> 00:16:08.720 align:start position:0%
that's not on the network
 

00:16:08.720 --> 00:16:11.189 align:start position:0%
that's not on the network
so<00:16:09.839><c> i</c><00:16:10.000><c> was</c><00:16:10.240><c> very</c><00:16:10.639><c> it</c><00:16:10.720><c> was</c><00:16:10.880><c> a</c><00:16:10.959><c> really</c>

00:16:11.189 --> 00:16:11.199 align:start position:0%
so i was very it was a really
 

00:16:11.199 --> 00:16:12.069 align:start position:0%
so i was very it was a really
interesting

00:16:12.069 --> 00:16:12.079 align:start position:0%
interesting
 

00:16:12.079 --> 00:16:13.590 align:start position:0%
interesting
arc<00:16:12.480><c> for</c><00:16:12.639><c> me</c><00:16:12.800><c> and</c><00:16:12.880><c> that</c><00:16:13.040><c> i</c><00:16:13.120><c> would</c><00:16:13.360><c> probably</c>

00:16:13.590 --> 00:16:13.600 align:start position:0%
arc for me and that i would probably
 

00:16:13.600 --> 00:16:15.430 align:start position:0%
arc for me and that i would probably
have<00:16:13.759><c> never</c><00:16:14.079><c> gotten</c><00:16:14.320><c> interested</c><00:16:14.880><c> and</c><00:16:15.120><c> worked</c>

00:16:15.430 --> 00:16:15.440 align:start position:0%
have never gotten interested and worked
 

00:16:15.440 --> 00:16:15.990 align:start position:0%
have never gotten interested and worked
on<00:16:15.519><c> that</c>

00:16:15.990 --> 00:16:16.000 align:start position:0%
on that
 

00:16:16.000 --> 00:16:18.710 align:start position:0%
on that
that<00:16:16.240><c> area</c><00:16:16.639><c> if</c><00:16:16.720><c> i</c><00:16:16.800><c> hadn't</c><00:16:17.120><c> been</c><00:16:17.279><c> doing</c><00:16:17.600><c> art</c><00:16:18.560><c> so</c>

00:16:18.710 --> 00:16:18.720 align:start position:0%
that area if i hadn't been doing art so
 

00:16:18.720 --> 00:16:19.910 align:start position:0%
that area if i hadn't been doing art so
who<00:16:18.959><c> else</c><00:16:19.120><c> was</c><00:16:19.360><c> with</c><00:16:19.600><c> you</c>

00:16:19.910 --> 00:16:19.920 align:start position:0%
who else was with you
 

00:16:19.920 --> 00:16:23.350 align:start position:0%
who else was with you
in<00:16:20.079><c> the</c><00:16:20.240><c> founding</c><00:16:20.720><c> of</c><00:16:20.800><c> the</c><00:16:20.880><c> technical</c>

00:16:23.350 --> 00:16:23.360 align:start position:0%
in the founding of the technical
 

00:16:23.360 --> 00:16:26.230 align:start position:0%
in the founding of the technical
there<00:16:23.680><c> was</c><00:16:23.920><c> a</c><00:16:24.240><c> um</c><00:16:24.720><c> a</c><00:16:24.880><c> person</c><00:16:25.279><c> roland</c><00:16:25.680><c> secret</c>

00:16:26.230 --> 00:16:26.240 align:start position:0%
there was a um a person roland secret
 

00:16:26.240 --> 00:16:27.110 align:start position:0%
there was a um a person roland secret
seaguar<00:16:26.720><c> who</c>

00:16:27.110 --> 00:16:27.120 align:start position:0%
seaguar who
 

00:16:27.120 --> 00:16:30.470 align:start position:0%
seaguar who
hopefully<00:16:27.440><c> will</c><00:16:27.839><c> also</c><00:16:28.639><c> um</c><00:16:29.120><c> interview</c><00:16:30.000><c> the</c>

00:16:30.470 --> 00:16:30.480 align:start position:0%
hopefully will also um interview the
 

00:16:30.480 --> 00:16:33.590 align:start position:0%
hopefully will also um interview the
can<00:16:30.639><c> i</c><00:16:30.720><c> get</c><00:16:30.880><c> the</c><00:16:31.040><c> book</c>

00:16:33.590 --> 00:16:33.600 align:start position:0%
 
 

00:16:33.600 --> 00:16:38.069 align:start position:0%
 
oh<00:16:34.320><c> sorry</c><00:16:34.720><c> sorry</c>

00:16:38.069 --> 00:16:38.079 align:start position:0%
 
 

00:16:38.079 --> 00:16:40.710 align:start position:0%
 
um<00:16:39.120><c> is</c><00:16:39.279><c> it</c><00:16:39.360><c> beyond</c><00:16:39.759><c> webcams</c><00:16:40.240><c> is</c><00:16:40.399><c> it</c><00:16:40.480><c> sitting</c>

00:16:40.710 --> 00:16:40.720 align:start position:0%
um is it beyond webcams is it sitting
 

00:16:40.720 --> 00:16:42.629 align:start position:0%
um is it beyond webcams is it sitting
over<00:16:40.800><c> there</c><00:16:40.959><c> it</c><00:16:41.120><c> should</c><00:16:41.279><c> be</c>

00:16:42.629 --> 00:16:42.639 align:start position:0%
over there it should be
 

00:16:42.639 --> 00:16:52.629 align:start position:0%
over there it should be
here<00:16:48.839><c> um</c>

00:16:52.629 --> 00:16:52.639 align:start position:0%
 
 

00:16:52.639 --> 00:16:55.630 align:start position:0%
 
but<00:16:52.880><c> roland</c><00:16:53.199><c> was</c><00:16:53.440><c> the</c><00:16:53.519><c> guy</c>

00:16:55.630 --> 00:16:55.640 align:start position:0%
but roland was the guy
 

00:16:55.640 --> 00:17:01.910 align:start position:0%
but roland was the guy
[Music]

00:17:01.910 --> 00:17:01.920 align:start position:0%
 
 

00:17:01.920 --> 00:17:08.549 align:start position:0%
 
today<00:17:02.839><c> yeah</c><00:17:04.880><c> oh</c><00:17:05.039><c> you</c><00:17:05.280><c> did</c><00:17:05.360><c> you</c><00:17:05.439><c> guys</c>

00:17:08.549 --> 00:17:08.559 align:start position:0%
 
 

00:17:08.559 --> 00:17:09.669 align:start position:0%
 
so<00:17:08.720><c> you</c><00:17:08.880><c> have</c><00:17:09.039><c> done</c><00:17:09.280><c> a</c><00:17:09.280><c> little</c><00:17:09.439><c> bit</c><00:17:09.600><c> of</c>

00:17:09.669 --> 00:17:09.679 align:start position:0%
so you have done a little bit of
 

00:17:09.679 --> 00:17:11.590 align:start position:0%
so you have done a little bit of
background<00:17:10.079><c> research</c><00:17:10.559><c> so</c><00:17:10.959><c> yeah</c><00:17:11.120><c> am</c><00:17:11.280><c> i</c><00:17:11.360><c> telling</c>

00:17:11.590 --> 00:17:11.600 align:start position:0%
background research so yeah am i telling
 

00:17:11.600 --> 00:17:12.710 align:start position:0%
background research so yeah am i telling
you<00:17:11.679><c> things</c><00:17:11.919><c> already</c><00:17:12.160><c> know</c>

00:17:12.710 --> 00:17:12.720 align:start position:0%
you things already know
 

00:17:12.720 --> 00:17:14.949 align:start position:0%
you things already know
oh<00:17:12.880><c> but</c><00:17:13.039><c> this</c><00:17:13.199><c> thing</c><00:17:13.439><c> is</c><00:17:13.600><c> not</c><00:17:13.760><c> important</c><00:17:14.480><c> okay</c>

00:17:14.949 --> 00:17:14.959 align:start position:0%
oh but this thing is not important okay
 

00:17:14.959 --> 00:17:15.909 align:start position:0%
oh but this thing is not important okay
yeah

00:17:15.909 --> 00:17:15.919 align:start position:0%
yeah
 

00:17:15.919 --> 00:17:18.470 align:start position:0%
yeah
what's<00:17:16.319><c> on</c><00:17:16.400><c> the</c><00:17:16.559><c> record</c><00:17:17.039><c> okay</c><00:17:17.039><c> okay</c><00:17:18.160><c> all</c><00:17:18.240><c> right</c>

00:17:18.470 --> 00:17:18.480 align:start position:0%
what's on the record okay okay all right
 

00:17:18.480 --> 00:17:19.829 align:start position:0%
what's on the record okay okay all right
okay<00:17:18.799><c> all</c><00:17:18.880><c> right</c><00:17:19.039><c> well</c><00:17:19.120><c> just</c><00:17:19.280><c> stop</c><00:17:19.439><c> me</c><00:17:19.600><c> if</c><00:17:19.679><c> i'm</c>

00:17:19.829 --> 00:17:19.839 align:start position:0%
okay all right well just stop me if i'm
 

00:17:19.839 --> 00:17:21.110 align:start position:0%
okay all right well just stop me if i'm
going<00:17:20.079><c> off</c><00:17:20.240><c> to</c>

00:17:21.110 --> 00:17:21.120 align:start position:0%
going off to
 

00:17:21.120 --> 00:17:24.789 align:start position:0%
going off to
utah<00:17:21.760><c> um</c><00:17:23.039><c> so</c><00:17:23.679><c> but</c><00:17:23.919><c> roland</c><00:17:24.400><c> was</c>

00:17:24.789 --> 00:17:24.799 align:start position:0%
utah um so but roland was
 

00:17:24.799 --> 00:17:27.829 align:start position:0%
utah um so but roland was
the<00:17:24.959><c> um</c><00:17:26.000><c> a</c><00:17:26.079><c> co-author</c><00:17:26.559><c> on</c><00:17:26.640><c> that</c><00:17:26.880><c> a</c><00:17:26.959><c> co-editor</c>

00:17:27.829 --> 00:17:27.839 align:start position:0%
the um a co-author on that a co-editor
 

00:17:27.839 --> 00:17:29.750 align:start position:0%
the um a co-author on that a co-editor
and<00:17:28.079><c> he</c><00:17:28.240><c> was</c><00:17:28.400><c> doing</c><00:17:29.039><c> working</c><00:17:29.360><c> on</c><00:17:29.440><c> network</c>

00:17:29.750 --> 00:17:29.760 align:start position:0%
and he was doing working on network
 

00:17:29.760 --> 00:17:31.029 align:start position:0%
and he was doing working on network
robots<00:17:30.160><c> in</c><00:17:30.480><c> europe</c>

00:17:31.029 --> 00:17:31.039 align:start position:0%
robots in europe
 

00:17:31.039 --> 00:17:32.950 align:start position:0%
robots in europe
and<00:17:31.200><c> so</c><00:17:31.520><c> we</c><00:17:31.679><c> started</c><00:17:32.080><c> doing</c><00:17:32.320><c> this</c><00:17:32.480><c> and</c><00:17:32.559><c> then</c><00:17:32.720><c> we</c>

00:17:32.950 --> 00:17:32.960 align:start position:0%
and so we started doing this and then we
 

00:17:32.960 --> 00:17:34.630 align:start position:0%
and so we started doing this and then we
brought<00:17:33.280><c> um</c>

00:17:34.630 --> 00:17:34.640 align:start position:0%
brought um
 

00:17:34.640 --> 00:17:37.909 align:start position:0%
brought um
we<00:17:34.799><c> brought</c><00:17:35.120><c> in</c><00:17:35.360><c> um</c><00:17:35.760><c> wolf</c><00:17:36.400><c> wolf</c><00:17:36.640><c> from</c>

00:17:37.909 --> 00:17:37.919 align:start position:0%
we brought in um wolf wolf from
 

00:17:37.919 --> 00:17:41.750 align:start position:0%
we brought in um wolf wolf from
bergaard<00:17:39.360><c> and</c><00:17:40.000><c> so</c>

00:17:41.750 --> 00:17:41.760 align:start position:0%
bergaard and so
 

00:17:41.760 --> 00:17:43.510 align:start position:0%
bergaard and so
and<00:17:41.840><c> then</c><00:17:42.080><c> over</c><00:17:42.400><c> time</c><00:17:42.720><c> it's</c><00:17:42.880><c> evolved</c><00:17:43.360><c> and</c>

00:17:43.510 --> 00:17:43.520 align:start position:0%
and then over time it's evolved and
 

00:17:43.520 --> 00:17:45.190 align:start position:0%
and then over time it's evolved and
there's<00:17:43.840><c> a</c><00:17:43.840><c> number</c><00:17:44.080><c> of</c><00:17:44.160><c> new</c><00:17:44.320><c> people</c><00:17:44.640><c> dez</c><00:17:44.880><c> song</c>

00:17:45.190 --> 00:17:45.200 align:start position:0%
there's a number of new people dez song
 

00:17:45.200 --> 00:17:46.230 align:start position:0%
there's a number of new people dez song
my<00:17:45.440><c> student</c><00:17:45.760><c> is</c><00:17:45.919><c> now</c>

00:17:46.230 --> 00:17:46.240 align:start position:0%
my student is now
 

00:17:46.240 --> 00:17:49.750 align:start position:0%
my student is now
one<00:17:46.400><c> of</c><00:17:46.559><c> the</c><00:17:47.480><c> co-co-directors</c><00:17:48.960><c> and</c>

00:17:49.750 --> 00:17:49.760 align:start position:0%
one of the co-co-directors and
 

00:17:49.760 --> 00:17:54.310 align:start position:0%
one of the co-co-directors and
nori<00:17:50.160><c> hagata</c><00:17:51.520><c> from</c><00:17:52.640><c> from</c><00:17:52.880><c> japan</c><00:17:53.440><c> and</c><00:17:53.600><c> korea</c>

00:17:54.310 --> 00:17:54.320 align:start position:0%
nori hagata from from japan and korea
 

00:17:54.320 --> 00:17:57.430 align:start position:0%
nori hagata from from japan and korea
was<00:17:54.559><c> involved</c><00:17:56.240><c> i</c><00:17:56.480><c> have</c><00:17:56.559><c> a</c><00:17:56.640><c> whole</c><00:17:56.880><c> list</c><00:17:57.120><c> online</c>

00:17:57.430 --> 00:17:57.440 align:start position:0%
was involved i have a whole list online
 

00:17:57.440 --> 00:17:58.230 align:start position:0%
was involved i have a whole list online
but<00:17:57.600><c> it</c><00:17:57.679><c> was</c>

00:17:58.230 --> 00:17:58.240 align:start position:0%
but it was
 

00:17:58.240 --> 00:18:00.710 align:start position:0%
but it was
really<00:17:58.559><c> interesting</c><00:17:58.880><c> to</c><00:17:59.039><c> see</c><00:17:59.360><c> that</c><00:18:00.080><c> um</c><00:18:00.559><c> we</c>

00:18:00.710 --> 00:18:00.720 align:start position:0%
really interesting to see that um we
 

00:18:00.720 --> 00:18:01.909 align:start position:0%
really interesting to see that um we
gave<00:18:00.960><c> a</c><00:18:01.120><c> talk</c>

00:18:01.909 --> 00:18:01.919 align:start position:0%
gave a talk
 

00:18:01.919 --> 00:18:05.270 align:start position:0%
gave a talk
on<00:18:02.400><c> um</c><00:18:03.200><c> the</c><00:18:03.840><c> uh</c><00:18:04.480><c> robot</c><00:18:04.799><c> controlled</c><00:18:05.120><c> by</c><00:18:05.200><c> the</c>

00:18:05.270 --> 00:18:05.280 align:start position:0%
on um the uh robot controlled by the
 

00:18:05.280 --> 00:18:06.390 align:start position:0%
on um the uh robot controlled by the
world<00:18:05.520><c> wide</c><00:18:05.679><c> web</c><00:18:05.919><c> at</c><00:18:06.080><c> a</c>

00:18:06.390 --> 00:18:06.400 align:start position:0%
world wide web at a
 

00:18:06.400 --> 00:18:08.470 align:start position:0%
world wide web at a
ieee<00:18:06.880><c> conference</c><00:18:07.840><c> where</c><00:18:08.000><c> we</c><00:18:08.080><c> talked</c><00:18:08.320><c> about</c>

00:18:08.470 --> 00:18:08.480 align:start position:0%
ieee conference where we talked about
 

00:18:08.480 --> 00:18:09.750 align:start position:0%
ieee conference where we talked about
all<00:18:08.559><c> the</c><00:18:08.640><c> technical</c><00:18:09.120><c> aspects</c><00:18:09.440><c> and</c><00:18:09.520><c> how</c><00:18:09.679><c> it</c>

00:18:09.750 --> 00:18:09.760 align:start position:0%
all the technical aspects and how it
 

00:18:09.760 --> 00:18:10.470 align:start position:0%
all the technical aspects and how it
worked<00:18:10.000><c> and</c>

00:18:10.470 --> 00:18:10.480 align:start position:0%
worked and
 

00:18:10.480 --> 00:18:12.470 align:start position:0%
worked and
we<00:18:10.880><c> i</c><00:18:11.039><c> was</c><00:18:11.120><c> amazed</c><00:18:11.440><c> i</c><00:18:11.520><c> never</c><00:18:11.760><c> forget</c><00:18:12.000><c> when</c><00:18:12.320><c> we</c>

00:18:12.470 --> 00:18:12.480 align:start position:0%
we i was amazed i never forget when we
 

00:18:12.480 --> 00:18:14.070 align:start position:0%
we i was amazed i never forget when we
walked<00:18:12.799><c> in</c><00:18:12.880><c> and</c><00:18:12.960><c> the</c><00:18:13.120><c> room</c><00:18:13.360><c> was</c><00:18:13.520><c> just</c>

00:18:14.070 --> 00:18:14.080 align:start position:0%
walked in and the room was just
 

00:18:14.080 --> 00:18:16.150 align:start position:0%
walked in and the room was just
packed<00:18:14.799><c> i</c><00:18:14.880><c> mean</c><00:18:15.120><c> it</c><00:18:15.200><c> was</c><00:18:15.360><c> just</c><00:18:15.600><c> like</c><00:18:15.919><c> so</c>

00:18:16.150 --> 00:18:16.160 align:start position:0%
packed i mean it was just like so
 

00:18:16.160 --> 00:18:17.990 align:start position:0%
packed i mean it was just like so
exciting<00:18:16.880><c> because</c><00:18:17.039><c> it</c><00:18:17.120><c> was</c><00:18:17.280><c> brand</c><00:18:17.520><c> new</c><00:18:17.760><c> that</c>

00:18:17.990 --> 00:18:18.000 align:start position:0%
exciting because it was brand new that
 

00:18:18.000 --> 00:18:19.510 align:start position:0%
exciting because it was brand new that
the<00:18:18.160><c> web</c><00:18:18.400><c> was</c><00:18:18.559><c> new</c><00:18:18.799><c> to</c><00:18:18.960><c> everybody</c><00:18:19.360><c> and</c>

00:18:19.510 --> 00:18:19.520 align:start position:0%
the web was new to everybody and
 

00:18:19.520 --> 00:18:20.950 align:start position:0%
the web was new to everybody and
everybody<00:18:19.840><c> was</c><00:18:19.919><c> just</c><00:18:20.080><c> trying</c><00:18:20.320><c> to</c><00:18:20.400><c> figure</c><00:18:20.640><c> out</c>

00:18:20.950 --> 00:18:20.960 align:start position:0%
everybody was just trying to figure out
 

00:18:20.960 --> 00:18:23.830 align:start position:0%
everybody was just trying to figure out
you<00:18:21.039><c> know</c><00:18:21.280><c> what</c><00:18:21.440><c> you</c><00:18:21.600><c> could</c><00:18:21.679><c> do</c><00:18:21.840><c> with</c><00:18:22.080><c> it</c><00:18:23.679><c> what</c>

00:18:23.830 --> 00:18:23.840 align:start position:0%
you know what you could do with it what
 

00:18:23.840 --> 00:18:25.270 align:start position:0%
you know what you could do with it what
was<00:18:24.000><c> the</c><00:18:24.160><c> first</c><00:18:24.400><c> one</c><00:18:24.720><c> called</c>

00:18:25.270 --> 00:18:25.280 align:start position:0%
was the first one called
 

00:18:25.280 --> 00:18:27.029 align:start position:0%
was the first one called
the<00:18:25.440><c> radiation</c><00:18:26.320><c> the</c><00:18:26.400><c> radiation</c><00:18:26.799><c> called</c><00:18:26.960><c> the</c>

00:18:27.029 --> 00:18:27.039 align:start position:0%
the radiation the radiation called the
 

00:18:27.039 --> 00:18:28.470 align:start position:0%
the radiation the radiation called the
mercury<00:18:27.520><c> project</c>

00:18:28.470 --> 00:18:28.480 align:start position:0%
mercury project
 

00:18:28.480 --> 00:18:30.470 align:start position:0%
mercury project
and<00:18:28.640><c> that's</c><00:18:28.880><c> online</c><00:18:29.280><c> there's</c><00:18:29.600><c> archives</c><00:18:30.000><c> on</c><00:18:30.240><c> it</c>

00:18:30.470 --> 00:18:30.480 align:start position:0%
and that's online there's archives on it
 

00:18:30.480 --> 00:18:33.430 align:start position:0%
and that's online there's archives on it
um<00:18:31.200><c> lots</c><00:18:31.440><c> of</c><00:18:31.520><c> information</c>

00:18:33.430 --> 00:18:33.440 align:start position:0%
um lots of information
 

00:18:33.440 --> 00:18:36.070 align:start position:0%
um lots of information
what<00:18:33.600><c> was</c><00:18:33.760><c> the</c><00:18:33.840><c> australian</c><00:18:34.400><c> project</c><00:18:35.919><c> the</c>

00:18:36.070 --> 00:18:36.080 align:start position:0%
what was the australian project the
 

00:18:36.080 --> 00:18:37.270 align:start position:0%
what was the australian project the
australian

00:18:37.270 --> 00:18:37.280 align:start position:0%
australian
 

00:18:37.280 --> 00:18:39.830 align:start position:0%
australian
was<00:18:37.760><c> stacking</c><00:18:38.320><c> blocks</c><00:18:38.799><c> it</c><00:18:38.880><c> was</c><00:18:39.039><c> a</c><00:18:39.280><c> it</c><00:18:39.360><c> was</c><00:18:39.520><c> a</c><00:18:39.760><c> it</c>

00:18:39.830 --> 00:18:39.840 align:start position:0%
was stacking blocks it was a it was a it
 

00:18:39.840 --> 00:18:40.830 align:start position:0%
was stacking blocks it was a it was a it
was<00:18:40.000><c> kind</c><00:18:40.160><c> of</c>

00:18:40.830 --> 00:18:40.840 align:start position:0%
was kind of
 

00:18:40.840 --> 00:18:45.110 align:start position:0%
was kind of
um<00:18:42.080><c> a</c><00:18:42.320><c> guy</c><00:18:43.039><c> named</c><00:18:43.600><c> trevelian</c>

00:18:45.110 --> 00:18:45.120 align:start position:0%
um a guy named trevelian
 

00:18:45.120 --> 00:18:46.470 align:start position:0%
um a guy named trevelian
who's<00:18:45.360><c> actually</c><00:18:45.600><c> a</c><00:18:45.679><c> really</c><00:18:46.000><c> well-known</c>

00:18:46.470 --> 00:18:46.480 align:start position:0%
who's actually a really well-known
 

00:18:46.480 --> 00:18:49.750 align:start position:0%
who's actually a really well-known
researcher<00:18:47.840><c> and</c><00:18:48.080><c> one</c><00:18:48.320><c> of</c><00:18:48.400><c> his</c><00:18:48.720><c> students</c>

00:18:49.750 --> 00:18:49.760 align:start position:0%
researcher and one of his students
 

00:18:49.760 --> 00:18:51.830 align:start position:0%
researcher and one of his students
i<00:18:49.919><c> want</c><00:18:50.080><c> to</c><00:18:50.160><c> say</c><00:18:50.400><c> taylor</c><00:18:51.120><c> i</c><00:18:51.280><c> can</c><00:18:51.440><c> look</c><00:18:51.600><c> it</c><00:18:51.760><c> up</c>

00:18:51.830 --> 00:18:51.840 align:start position:0%
i want to say taylor i can look it up
 

00:18:51.840 --> 00:18:53.750 align:start position:0%
i want to say taylor i can look it up
for<00:18:52.000><c> you</c><00:18:52.720><c> in</c><00:18:52.799><c> fact</c><00:18:53.120><c> it's</c><00:18:53.280><c> probably</c><00:18:53.520><c> in</c><00:18:53.600><c> that</c>

00:18:53.750 --> 00:18:53.760 align:start position:0%
for you in fact it's probably in that
 

00:18:53.760 --> 00:18:55.350 align:start position:0%
for you in fact it's probably in that
book<00:18:54.000><c> i</c><00:18:54.080><c> think</c><00:18:54.240><c> they</c><00:18:54.400><c> wrote</c><00:18:54.640><c> a</c><00:18:54.799><c> paper</c><00:18:55.120><c> one</c><00:18:55.280><c> of</c>

00:18:55.350 --> 00:18:55.360 align:start position:0%
book i think they wrote a paper one of
 

00:18:55.360 --> 00:18:59.190 align:start position:0%
book i think they wrote a paper one of
the<00:18:55.440><c> chapters</c>

00:18:59.190 --> 00:18:59.200 align:start position:0%
 
 

00:18:59.200 --> 00:19:01.029 align:start position:0%
 
did<00:18:59.440><c> you</c><00:18:59.600><c> have</c><00:18:59.760><c> a</c><00:18:59.840><c> feeling</c><00:19:00.160><c> for</c><00:19:00.320><c> how</c><00:19:00.559><c> people</c>

00:19:01.029 --> 00:19:01.039 align:start position:0%
did you have a feeling for how people
 

00:19:01.039 --> 00:19:04.310 align:start position:0%
did you have a feeling for how people
used<00:19:02.000><c> your</c><00:19:02.240><c> systems</c>

00:19:04.310 --> 00:19:04.320 align:start position:0%
used your systems
 

00:19:04.320 --> 00:19:06.390 align:start position:0%
used your systems
those<00:19:04.640><c> teller</c><00:19:05.039><c> robots</c><00:19:05.679><c> and</c><00:19:05.840><c> network</c><00:19:06.160><c> tele</c>

00:19:06.390 --> 00:19:06.400 align:start position:0%
those teller robots and network tele
 

00:19:06.400 --> 00:19:08.070 align:start position:0%
those teller robots and network tele
robots<00:19:07.120><c> sure</c><00:19:07.440><c> because</c><00:19:07.679><c> we</c><00:19:07.760><c> had</c>

00:19:08.070 --> 00:19:08.080 align:start position:0%
robots sure because we had
 

00:19:08.080 --> 00:19:09.830 align:start position:0%
robots sure because we had
tons<00:19:08.480><c> of</c><00:19:08.559><c> documentation</c><00:19:09.280><c> that</c><00:19:09.440><c> was</c><00:19:09.600><c> the</c><00:19:09.679><c> other</c>

00:19:09.830 --> 00:19:09.840 align:start position:0%
tons of documentation that was the other
 

00:19:09.840 --> 00:19:11.430 align:start position:0%
tons of documentation that was the other
nice<00:19:10.000><c> thing</c><00:19:10.240><c> about</c><00:19:10.400><c> it</c><00:19:10.559><c> is</c><00:19:10.720><c> that</c>

00:19:11.430 --> 00:19:11.440 align:start position:0%
nice thing about it is that
 

00:19:11.440 --> 00:19:14.549 align:start position:0%
nice thing about it is that
um<00:19:12.240><c> when</c><00:19:12.480><c> i</c><00:19:12.640><c> did</c><00:19:12.880><c> art</c><00:19:13.120><c> projects</c><00:19:14.160><c> that</c><00:19:14.320><c> were</c><00:19:14.480><c> in</c>

00:19:14.549 --> 00:19:14.559 align:start position:0%
um when i did art projects that were in
 

00:19:14.559 --> 00:19:16.230 align:start position:0%
um when i did art projects that were in
a<00:19:14.640><c> museum</c><00:19:15.120><c> environment</c>

00:19:16.230 --> 00:19:16.240 align:start position:0%
a museum environment
 

00:19:16.240 --> 00:19:18.789 align:start position:0%
a museum environment
they<00:19:16.960><c> we</c><00:19:17.440><c> we</c><00:19:17.600><c> would</c><00:19:17.760><c> come</c><00:19:18.000><c> in</c><00:19:18.160><c> at</c><00:19:18.240><c> the</c><00:19:18.400><c> end</c><00:19:18.640><c> and</c>

00:19:18.789 --> 00:19:18.799 align:start position:0%
they we we would come in at the end and
 

00:19:18.799 --> 00:19:20.310 align:start position:0%
they we we would come in at the end and
you'd<00:19:18.960><c> see</c><00:19:19.200><c> like</c><00:19:19.360><c> a</c><00:19:19.440><c> guest</c><00:19:19.679><c> book</c><00:19:19.919><c> or</c><00:19:20.080><c> someone</c>

00:19:20.310 --> 00:19:20.320 align:start position:0%
you'd see like a guest book or someone
 

00:19:20.320 --> 00:19:21.590 align:start position:0%
you'd see like a guest book or someone
might<00:19:20.480><c> have</c><00:19:20.559><c> written</c><00:19:20.799><c> a</c><00:19:20.880><c> few</c><00:19:21.039><c> things</c><00:19:21.280><c> but</c><00:19:21.440><c> you</c>

00:19:21.590 --> 00:19:21.600 align:start position:0%
might have written a few things but you
 

00:19:21.600 --> 00:19:22.710 align:start position:0%
might have written a few things but you
really<00:19:21.840><c> didn't</c><00:19:22.080><c> have</c>

00:19:22.710 --> 00:19:22.720 align:start position:0%
really didn't have
 

00:19:22.720 --> 00:19:25.590 align:start position:0%
really didn't have
any<00:19:22.960><c> real</c><00:19:23.200><c> contact</c><00:19:23.760><c> with</c><00:19:24.000><c> the</c><00:19:25.200><c> watching</c>

00:19:25.590 --> 00:19:25.600 align:start position:0%
any real contact with the watching
 

00:19:25.600 --> 00:19:26.470 align:start position:0%
any real contact with the watching
people

00:19:26.470 --> 00:19:26.480 align:start position:0%
people
 

00:19:26.480 --> 00:19:28.789 align:start position:0%
people
use<00:19:26.720><c> it</c><00:19:27.039><c> but</c><00:19:27.360><c> on</c><00:19:27.520><c> the</c><00:19:27.679><c> web</c><00:19:28.160><c> you</c><00:19:28.240><c> could</c><00:19:28.640><c> you</c>

00:19:28.789 --> 00:19:28.799 align:start position:0%
use it but on the web you could you
 

00:19:28.799 --> 00:19:30.310 align:start position:0%
use it but on the web you could you
could<00:19:29.200><c> you</c><00:19:29.280><c> could</c><00:19:29.440><c> have</c><00:19:29.600><c> all</c><00:19:29.760><c> these</c><00:19:29.919><c> logs</c><00:19:30.240><c> at</c>

00:19:30.310 --> 00:19:30.320 align:start position:0%
could you could have all these logs at
 

00:19:30.320 --> 00:19:32.230 align:start position:0%
could you could have all these logs at
the<00:19:30.400><c> end</c><00:19:30.480><c> of</c><00:19:30.640><c> every</c><00:19:30.799><c> day</c><00:19:30.960><c> i</c><00:19:31.039><c> could</c><00:19:31.280><c> see</c><00:19:31.440><c> who</c><00:19:31.679><c> it</c>

00:19:32.230 --> 00:19:32.240 align:start position:0%
the end of every day i could see who it
 

00:19:32.240 --> 00:19:34.789 align:start position:0%
the end of every day i could see who it
visited<00:19:32.720><c> where</c><00:19:32.880><c> they</c><00:19:33.120><c> heard</c><00:19:33.360><c> about</c><00:19:33.760><c> it</c><00:19:34.640><c> how</c>

00:19:34.789 --> 00:19:34.799 align:start position:0%
visited where they heard about it how
 

00:19:34.799 --> 00:19:36.710 align:start position:0%
visited where they heard about it how
much<00:19:35.039><c> time</c><00:19:35.200><c> they</c><00:19:35.440><c> spent</c><00:19:35.760><c> so</c><00:19:35.919><c> we</c><00:19:36.080><c> had</c><00:19:36.320><c> all</c><00:19:36.480><c> kinds</c>

00:19:36.710 --> 00:19:36.720 align:start position:0%
much time they spent so we had all kinds
 

00:19:36.720 --> 00:19:38.310 align:start position:0%
much time they spent so we had all kinds
of<00:19:36.880><c> information</c><00:19:37.760><c> about</c><00:19:37.919><c> what</c><00:19:38.080><c> they</c><00:19:38.240><c> were</c>

00:19:38.310 --> 00:19:38.320 align:start position:0%
of information about what they were
 

00:19:38.320 --> 00:19:39.750 align:start position:0%
of information about what they were
doing<00:19:38.640><c> with</c><00:19:38.799><c> the</c><00:19:38.960><c> garden</c><00:19:39.280><c> there's</c><00:19:39.440><c> all</c><00:19:39.520><c> kinds</c>

00:19:39.750 --> 00:19:39.760 align:start position:0%
doing with the garden there's all kinds
 

00:19:39.760 --> 00:19:41.830 align:start position:0%
doing with the garden there's all kinds
of<00:19:39.840><c> stories</c><00:19:40.320><c> i</c><00:19:40.400><c> mean</c>

00:19:41.830 --> 00:19:41.840 align:start position:0%
of stories i mean
 

00:19:41.840 --> 00:19:44.950 align:start position:0%
of stories i mean
we<00:19:42.640><c> there</c><00:19:42.960><c> there</c><00:19:43.120><c> were</c><00:19:43.600><c> there</c><00:19:43.760><c> were</c><00:19:44.240><c> um</c>

00:19:44.950 --> 00:19:44.960 align:start position:0%
we there there were there were um
 

00:19:44.960 --> 00:19:47.669 align:start position:0%
we there there were there were um
a<00:19:45.200><c> fed</c><00:19:45.440><c> interesting</c><00:19:46.080><c> aphid</c><00:19:46.720><c> infestations</c>

00:19:47.669 --> 00:19:47.679 align:start position:0%
a fed interesting aphid infestations
 

00:19:47.679 --> 00:19:48.230 align:start position:0%
a fed interesting aphid infestations
where

00:19:48.230 --> 00:19:48.240 align:start position:0%
where
 

00:19:48.240 --> 00:19:49.750 align:start position:0%
where
and<00:19:48.559><c> actually</c><00:19:48.799><c> the</c><00:19:48.880><c> biggest</c><00:19:49.200><c> one</c><00:19:49.440><c> we</c><00:19:49.600><c> made</c>

00:19:49.750 --> 00:19:49.760 align:start position:0%
and actually the biggest one we made
 

00:19:49.760 --> 00:19:52.230 align:start position:0%
and actually the biggest one we made
this<00:19:50.559><c> huge</c><00:19:50.960><c> mistake</c><00:19:51.440><c> which</c><00:19:51.679><c> is</c><00:19:51.760><c> that</c><00:19:51.919><c> when</c><00:19:52.160><c> we</c>

00:19:52.230 --> 00:19:52.240 align:start position:0%
this huge mistake which is that when we
 

00:19:52.240 --> 00:19:54.150 align:start position:0%
this huge mistake which is that when we
got<00:19:52.480><c> the</c><00:19:52.640><c> um</c><00:19:52.960><c> the</c><00:19:53.039><c> garden</c><00:19:53.360><c> all</c><00:19:53.520><c> set</c><00:19:53.679><c> up</c><00:19:53.840><c> and</c><00:19:54.000><c> we</c>

00:19:54.150 --> 00:19:54.160 align:start position:0%
got the um the garden all set up and we
 

00:19:54.160 --> 00:19:55.270 align:start position:0%
got the um the garden all set up and we
brought<00:19:54.400><c> in</c>

00:19:55.270 --> 00:19:55.280 align:start position:0%
brought in
 

00:19:55.280 --> 00:19:57.909 align:start position:0%
brought in
plants<00:19:56.160><c> to</c><00:19:56.640><c> sort</c><00:19:56.799><c> of</c><00:19:56.880><c> inspire</c><00:19:57.360><c> people</c><00:19:57.600><c> so</c>

00:19:57.909 --> 00:19:57.919 align:start position:0%
plants to sort of inspire people so
 

00:19:57.919 --> 00:20:00.310 align:start position:0%
plants to sort of inspire people so
because<00:19:58.080><c> it</c><00:19:58.400><c> would</c><00:19:58.640><c> start</c><00:19:58.880><c> out</c><00:19:59.039><c> just</c><00:19:59.280><c> bare</c>

00:20:00.310 --> 00:20:00.320 align:start position:0%
because it would start out just bare
 

00:20:00.320 --> 00:20:01.830 align:start position:0%
because it would start out just bare
she<00:20:00.480><c> brought</c><00:20:00.720><c> these</c><00:20:00.880><c> plants</c><00:20:01.120><c> and</c><00:20:01.200><c> then</c><00:20:01.520><c> um</c>

00:20:01.830 --> 00:20:01.840 align:start position:0%
she brought these plants and then um
 

00:20:01.840 --> 00:20:04.390 align:start position:0%
she brought these plants and then um
like<00:20:02.080><c> about</c><00:20:02.720><c> two</c><00:20:02.880><c> weeks</c><00:20:03.039><c> later</c><00:20:03.280><c> they</c><00:20:03.440><c> all</c><00:20:03.600><c> died</c>

00:20:04.390 --> 00:20:04.400 align:start position:0%
like about two weeks later they all died
 

00:20:04.400 --> 00:20:06.390 align:start position:0%
like about two weeks later they all died
and<00:20:04.480><c> then</c><00:20:04.880><c> they're</c><00:20:05.039><c> like</c><00:20:05.600><c> it's</c><00:20:05.840><c> a</c><00:20:05.919><c> mysterious</c>

00:20:06.390 --> 00:20:06.400 align:start position:0%
and then they're like it's a mysterious
 

00:20:06.400 --> 00:20:07.990 align:start position:0%
and then they're like it's a mysterious
fungus<00:20:06.799><c> or</c><00:20:06.960><c> something</c><00:20:07.120><c> so</c><00:20:07.280><c> we</c><00:20:07.520><c> brought</c><00:20:07.760><c> in</c><00:20:07.919><c> all</c>

00:20:07.990 --> 00:20:08.000 align:start position:0%
fungus or something so we brought in all
 

00:20:08.000 --> 00:20:09.110 align:start position:0%
fungus or something so we brought in all
the<00:20:08.080><c> new</c><00:20:08.240><c> plants</c><00:20:08.559><c> again</c>

00:20:09.110 --> 00:20:09.120 align:start position:0%
the new plants again
 

00:20:09.120 --> 00:20:11.350 align:start position:0%
the new plants again
and<00:20:09.280><c> they</c><00:20:09.520><c> died</c><00:20:10.159><c> and</c><00:20:10.320><c> like</c><00:20:10.559><c> after</c><00:20:10.799><c> the</c><00:20:10.960><c> third</c>

00:20:11.350 --> 00:20:11.360 align:start position:0%
and they died and like after the third
 

00:20:11.360 --> 00:20:13.029 align:start position:0%
and they died and like after the third
time<00:20:11.840><c> i</c><00:20:12.000><c> called</c><00:20:12.240><c> in</c><00:20:12.320><c> a</c><00:20:12.400><c> friend</c><00:20:12.559><c> of</c><00:20:12.640><c> mine</c><00:20:12.799><c> and</c><00:20:12.880><c> i</c>

00:20:13.029 --> 00:20:13.039 align:start position:0%
time i called in a friend of mine and i
 

00:20:13.039 --> 00:20:13.669 align:start position:0%
time i called in a friend of mine and i
was<00:20:13.120><c> like</c>

00:20:13.669 --> 00:20:13.679 align:start position:0%
was like
 

00:20:13.679 --> 00:20:15.909 align:start position:0%
was like
you<00:20:13.760><c> know</c><00:20:14.799><c> what's</c><00:20:15.039><c> going</c><00:20:15.280><c> on</c><00:20:15.520><c> here</c><00:20:15.679><c> and</c><00:20:15.760><c> he's</c>

00:20:15.909 --> 00:20:15.919 align:start position:0%
you know what's going on here and he's
 

00:20:15.919 --> 00:20:16.870 align:start position:0%
you know what's going on here and he's
like<00:20:16.080><c> well</c>

00:20:16.870 --> 00:20:16.880 align:start position:0%
like well
 

00:20:16.880 --> 00:20:18.549 align:start position:0%
like well
you<00:20:16.960><c> know</c><00:20:17.280><c> tell</c><00:20:17.440><c> me</c><00:20:17.520><c> about</c><00:20:17.679><c> the</c><00:20:18.080><c> system</c><00:20:18.400><c> and</c>

00:20:18.549 --> 00:20:18.559 align:start position:0%
you know tell me about the system and
 

00:20:18.559 --> 00:20:20.710 align:start position:0%
you know tell me about the system and
he's<00:20:18.840><c> like</c>

00:20:20.710 --> 00:20:20.720 align:start position:0%
he's like
 

00:20:20.720 --> 00:20:21.909 align:start position:0%
he's like
when<00:20:20.880><c> do</c><00:20:21.039><c> these</c><00:20:21.200><c> lights</c><00:20:21.520><c> you</c><00:20:21.600><c> know</c><00:20:21.679><c> what's</c>

00:20:21.909 --> 00:20:21.919 align:start position:0%
when do these lights you know what's
 

00:20:21.919 --> 00:20:24.149 align:start position:0%
when do these lights you know what's
your<00:20:22.080><c> life</c><00:20:22.320><c> cycle</c><00:20:22.640><c> here</c><00:20:22.799><c> and</c><00:20:22.880><c> i</c><00:20:22.960><c> was</c><00:20:23.120><c> like</c>

00:20:24.149 --> 00:20:24.159 align:start position:0%
your life cycle here and i was like
 

00:20:24.159 --> 00:20:25.430 align:start position:0%
your life cycle here and i was like
you<00:20:24.240><c> know</c><00:20:24.400><c> it's</c><00:20:24.559><c> 24</c><00:20:24.960><c> hours</c><00:20:25.120><c> because</c><00:20:25.280><c> people</c>

00:20:25.430 --> 00:20:25.440 align:start position:0%
you know it's 24 hours because people
 

00:20:25.440 --> 00:20:26.710 align:start position:0%
you know it's 24 hours because people
are<00:20:25.520><c> using</c><00:20:25.760><c> it</c><00:20:25.840><c> all</c><00:20:26.000><c> over</c><00:20:26.159><c> the</c><00:20:26.240><c> world</c><00:20:26.480><c> and</c><00:20:26.640><c> it's</c>

00:20:26.710 --> 00:20:26.720 align:start position:0%
are using it all over the world and it's
 

00:20:26.720 --> 00:20:27.430 align:start position:0%
are using it all over the world and it's
like

00:20:27.430 --> 00:20:27.440 align:start position:0%
like
 

00:20:27.440 --> 00:20:30.070 align:start position:0%
like
you<00:20:27.600><c> idiot</c><00:20:28.159><c> plants</c><00:20:28.480><c> need</c><00:20:28.720><c> darkness</c><00:20:29.679><c> as</c><00:20:29.840><c> much</c>

00:20:30.070 --> 00:20:30.080 align:start position:0%
you idiot plants need darkness as much
 

00:20:30.080 --> 00:20:31.350 align:start position:0%
you idiot plants need darkness as much
as<00:20:30.159><c> they</c><00:20:30.320><c> need</c><00:20:30.559><c> light</c>

00:20:31.350 --> 00:20:31.360 align:start position:0%
as they need light
 

00:20:31.360 --> 00:20:32.870 align:start position:0%
as they need light
and<00:20:31.520><c> we</c><00:20:31.600><c> were</c><00:20:31.840><c> burning</c><00:20:32.080><c> them</c><00:20:32.320><c> up</c><00:20:32.640><c> i</c><00:20:32.720><c> mean</c>

00:20:32.870 --> 00:20:32.880 align:start position:0%
and we were burning them up i mean
 

00:20:32.880 --> 00:20:34.549 align:start position:0%
and we were burning them up i mean
because<00:20:33.200><c> uh</c><00:20:33.440><c> and</c><00:20:33.600><c> i</c><00:20:33.679><c> just</c><00:20:33.840><c> never</c><00:20:34.159><c> occurred</c><00:20:34.480><c> to</c>

00:20:34.549 --> 00:20:34.559 align:start position:0%
because uh and i just never occurred to
 

00:20:34.559 --> 00:20:35.190 align:start position:0%
because uh and i just never occurred to
me<00:20:34.799><c> but</c>

00:20:35.190 --> 00:20:35.200 align:start position:0%
me but
 

00:20:35.200 --> 00:20:37.190 align:start position:0%
me but
so<00:20:35.360><c> you</c><00:20:35.520><c> needed</c><00:20:35.760><c> a</c><00:20:35.840><c> dark</c><00:20:36.080><c> cycle</c><00:20:36.720><c> and</c><00:20:36.880><c> a</c><00:20:36.960><c> light</c>

00:20:37.190 --> 00:20:37.200 align:start position:0%
so you needed a dark cycle and a light
 

00:20:37.200 --> 00:20:38.950 align:start position:0%
so you needed a dark cycle and a light
cycle<00:20:37.840><c> so</c><00:20:38.000><c> then</c><00:20:38.159><c> we</c><00:20:38.240><c> put</c><00:20:38.400><c> headlights</c><00:20:38.799><c> on</c><00:20:38.880><c> the</c>

00:20:38.950 --> 00:20:38.960 align:start position:0%
cycle so then we put headlights on the
 

00:20:38.960 --> 00:20:39.669 align:start position:0%
cycle so then we put headlights on the
robot<00:20:39.280><c> so</c>

00:20:39.669 --> 00:20:39.679 align:start position:0%
robot so
 

00:20:39.679 --> 00:20:41.110 align:start position:0%
robot so
we<00:20:39.760><c> could</c><00:20:40.000><c> it</c><00:20:40.080><c> could</c><00:20:40.240><c> be</c><00:20:40.400><c> dark</c><00:20:40.640><c> at</c><00:20:40.720><c> night</c><00:20:41.039><c> and</c>

00:20:41.110 --> 00:20:41.120 align:start position:0%
we could it could be dark at night and
 

00:20:41.120 --> 00:20:43.350 align:start position:0%
we could it could be dark at night and
they<00:20:41.280><c> could</c><00:20:41.440><c> still</c><00:20:41.600><c> see</c><00:20:42.000><c> what</c><00:20:42.159><c> was</c><00:20:42.240><c> going</c><00:20:42.480><c> on</c>

00:20:43.350 --> 00:20:43.360 align:start position:0%
they could still see what was going on
 

00:20:43.360 --> 00:20:45.029 align:start position:0%
they could still see what was going on
so<00:20:43.520><c> there</c><00:20:43.600><c> was</c><00:20:43.760><c> that</c><00:20:44.000><c> and</c><00:20:44.080><c> then</c><00:20:44.559><c> there</c><00:20:44.720><c> were</c><00:20:44.960><c> it</c>

00:20:45.029 --> 00:20:45.039 align:start position:0%
so there was that and then there were it
 

00:20:45.039 --> 00:20:47.190 align:start position:0%
so there was that and then there were it
was<00:20:45.200><c> an</c><00:20:45.280><c> early</c><00:20:45.520><c> version</c><00:20:45.840><c> of</c><00:20:46.000><c> like</c><00:20:46.159><c> a</c><00:20:46.320><c> a</c><00:20:46.880><c> chat</c>

00:20:47.190 --> 00:20:47.200 align:start position:0%
was an early version of like a a chat
 

00:20:47.200 --> 00:20:47.750 align:start position:0%
was an early version of like a a chat
system

00:20:47.750 --> 00:20:47.760 align:start position:0%
system
 

00:20:47.760 --> 00:20:49.510 align:start position:0%
system
so<00:20:48.000><c> there</c><00:20:48.159><c> was</c><00:20:48.240><c> a</c><00:20:48.320><c> village</c><00:20:48.720><c> square</c><00:20:49.120><c> and</c><00:20:49.280><c> people</c>

00:20:49.510 --> 00:20:49.520 align:start position:0%
so there was a village square and people
 

00:20:49.520 --> 00:20:50.789 align:start position:0%
so there was a village square and people
would<00:20:49.600><c> get</c><00:20:49.760><c> together</c><00:20:50.080><c> and</c><00:20:50.240><c> talk</c><00:20:50.480><c> and</c><00:20:50.640><c> there</c>

00:20:50.789 --> 00:20:50.799 align:start position:0%
would get together and talk and there
 

00:20:50.799 --> 00:20:52.070 align:start position:0%
would get together and talk and there
was<00:20:50.960><c> actually</c><00:20:51.280><c> one</c>

00:20:52.070 --> 00:20:52.080 align:start position:0%
was actually one
 

00:20:52.080 --> 00:20:54.149 align:start position:0%
was actually one
relationship<00:20:52.720><c> that</c><00:20:52.880><c> began</c><00:20:53.600><c> people</c><00:20:54.000><c> got</c>

00:20:54.149 --> 00:20:54.159 align:start position:0%
relationship that began people got
 

00:20:54.159 --> 00:20:56.470 align:start position:0%
relationship that began people got
married<00:20:54.720><c> that</c><00:20:54.880><c> had</c><00:20:55.039><c> met</c><00:20:55.280><c> in</c><00:20:55.360><c> the</c><00:20:55.440><c> garden</c>

00:20:56.470 --> 00:20:56.480 align:start position:0%
married that had met in the garden
 

00:20:56.480 --> 00:20:59.350 align:start position:0%
married that had met in the garden
and<00:20:56.799><c> uh</c><00:20:57.280><c> the</c><00:20:57.360><c> best</c><00:20:57.600><c> part</c><00:20:58.080><c> the</c><00:20:58.320><c> the</c><00:20:58.400><c> thing</c><00:20:58.640><c> i</c><00:20:59.120><c> was</c>

00:20:59.350 --> 00:20:59.360 align:start position:0%
and uh the best part the the thing i was
 

00:20:59.360 --> 00:21:00.710 align:start position:0%
and uh the best part the the thing i was
most<00:20:59.520><c> surprised</c><00:20:59.919><c> by</c><00:21:00.159><c> was</c><00:21:00.320><c> a</c>

00:21:00.710 --> 00:21:00.720 align:start position:0%
most surprised by was a
 

00:21:00.720 --> 00:21:02.549 align:start position:0%
most surprised by was a
an<00:21:00.880><c> email</c><00:21:01.200><c> i</c><00:21:01.280><c> got</c><00:21:01.440><c> one</c><00:21:01.600><c> day</c><00:21:01.840><c> from</c><00:21:02.000><c> a</c><00:21:02.240><c> student</c>

00:21:02.549 --> 00:21:02.559 align:start position:0%
an email i got one day from a student
 

00:21:02.559 --> 00:21:04.549 align:start position:0%
an email i got one day from a student
who<00:21:02.720><c> said</c>

00:21:04.549 --> 00:21:04.559 align:start position:0%
who said
 

00:21:04.559 --> 00:21:06.390 align:start position:0%
who said
what<00:21:05.440><c> how</c><00:21:05.600><c> do</c><00:21:05.679><c> i</c><00:21:05.760><c> know</c><00:21:05.919><c> there's</c><00:21:06.080><c> really</c><00:21:06.320><c> a</c>

00:21:06.390 --> 00:21:06.400 align:start position:0%
what how do i know there's really a
 

00:21:06.400 --> 00:21:08.470 align:start position:0%
what how do i know there's really a
garden<00:21:06.720><c> here</c>

00:21:08.470 --> 00:21:08.480 align:start position:0%
garden here
 

00:21:08.480 --> 00:21:11.430 align:start position:0%
garden here
and<00:21:09.679><c> it</c><00:21:09.919><c> was</c><00:21:10.320><c> it</c><00:21:10.480><c> was</c><00:21:10.720><c> one</c><00:21:10.880><c> of</c><00:21:10.960><c> those</c><00:21:11.120><c> questions</c>

00:21:11.430 --> 00:21:11.440 align:start position:0%
and it was it was one of those questions
 

00:21:11.440 --> 00:21:12.630 align:start position:0%
and it was it was one of those questions
that<00:21:11.600><c> completely</c><00:21:12.000><c> caught</c>

00:21:12.630 --> 00:21:12.640 align:start position:0%
that completely caught
 

00:21:12.640 --> 00:21:14.870 align:start position:0%
that completely caught
caught<00:21:12.799><c> me</c><00:21:12.960><c> off</c><00:21:13.120><c> guard</c><00:21:13.360><c> because</c><00:21:14.400><c> we</c><00:21:14.559><c> were</c><00:21:14.720><c> down</c>

00:21:14.870 --> 00:21:14.880 align:start position:0%
caught me off guard because we were down
 

00:21:14.880 --> 00:21:16.149 align:start position:0%
caught me off guard because we were down
there<00:21:15.120><c> doing</c><00:21:15.280><c> the</c><00:21:15.440><c> plumbing</c><00:21:15.919><c> and</c>

00:21:16.149 --> 00:21:16.159 align:start position:0%
there doing the plumbing and
 

00:21:16.159 --> 00:21:17.669 align:start position:0%
there doing the plumbing and
running<00:21:16.480><c> all</c><00:21:16.559><c> the</c><00:21:16.720><c> cables</c><00:21:17.120><c> and</c><00:21:17.200><c> all</c><00:21:17.360><c> of</c><00:21:17.440><c> this</c>

00:21:17.669 --> 00:21:17.679 align:start position:0%
running all the cables and all of this
 

00:21:17.679 --> 00:21:19.350 align:start position:0%
running all the cables and all of this
and<00:21:17.919><c> and</c><00:21:18.240><c> i</c><00:21:18.320><c> have</c><00:21:18.480><c> to</c><00:21:18.559><c> say</c><00:21:18.720><c> there's</c><00:21:18.880><c> a</c>

00:21:19.350 --> 00:21:19.360 align:start position:0%
and and i have to say there's a
 

00:21:19.360 --> 00:21:21.590 align:start position:0%
and and i have to say there's a
fantastic<00:21:20.000><c> group</c><00:21:20.159><c> of</c><00:21:20.320><c> students</c><00:21:21.039><c> um</c><00:21:21.280><c> that</c><00:21:21.440><c> were</c>

00:21:21.590 --> 00:21:21.600 align:start position:0%
fantastic group of students um that were
 

00:21:21.600 --> 00:21:23.270 align:start position:0%
fantastic group of students um that were
involved<00:21:22.000><c> george</c><00:21:22.240><c> becky</c><00:21:22.559><c> was</c><00:21:22.720><c> also</c><00:21:22.960><c> on</c><00:21:23.039><c> that</c>

00:21:23.270 --> 00:21:23.280 align:start position:0%
involved george becky was also on that
 

00:21:23.280 --> 00:21:24.070 align:start position:0%
involved george becky was also on that
team

00:21:24.070 --> 00:21:24.080 align:start position:0%
team
 

00:21:24.080 --> 00:21:27.190 align:start position:0%
team
um<00:21:24.960><c> uh</c><00:21:25.200><c> stephen</c><00:21:25.600><c> gentner</c><00:21:26.080><c> and</c><00:21:26.559><c> jeff</c><00:21:26.799><c> wigley</c>

00:21:27.190 --> 00:21:27.200 align:start position:0%
um uh stephen gentner and jeff wigley
 

00:21:27.200 --> 00:21:28.070 align:start position:0%
um uh stephen gentner and jeff wigley
were<00:21:27.360><c> the</c><00:21:27.600><c> two</c>

00:21:28.070 --> 00:21:28.080 align:start position:0%
were the two
 

00:21:28.080 --> 00:21:31.510 align:start position:0%
were the two
uh<00:21:28.559><c> most</c><00:21:28.880><c> active</c><00:21:29.679><c> uh</c><00:21:29.919><c> who</c><00:21:30.159><c> really</c><00:21:30.480><c> put</c><00:21:30.880><c> their</c>

00:21:31.510 --> 00:21:31.520 align:start position:0%
uh most active uh who really put their
 

00:21:31.520 --> 00:21:35.029 align:start position:0%
uh most active uh who really put their
amazing<00:21:32.080><c> amounts</c><00:21:32.400><c> of</c><00:21:32.480><c> time</c><00:21:32.720><c> into</c><00:21:32.960><c> it</c><00:21:33.760><c> and</c><00:21:34.159><c> um</c>

00:21:35.029 --> 00:21:35.039 align:start position:0%
amazing amounts of time into it and um
 

00:21:35.039 --> 00:21:36.470 align:start position:0%
amazing amounts of time into it and um
so<00:21:35.280><c> there</c><00:21:35.440><c> was</c><00:21:35.600><c> no</c><00:21:35.840><c> question</c><00:21:36.080><c> for</c><00:21:36.240><c> us</c><00:21:36.400><c> that</c>

00:21:36.470 --> 00:21:36.480 align:start position:0%
so there was no question for us that
 

00:21:36.480 --> 00:21:37.830 align:start position:0%
so there was no question for us that
there<00:21:36.640><c> was</c><00:21:36.799><c> a</c><00:21:36.880><c> pardon</c><00:21:37.200><c> but</c><00:21:37.360><c> this</c><00:21:37.520><c> kid</c><00:21:37.679><c> was</c>

00:21:37.830 --> 00:21:37.840 align:start position:0%
there was a pardon but this kid was
 

00:21:37.840 --> 00:21:39.669 align:start position:0%
there was a pardon but this kid was
asking<00:21:38.159><c> a</c><00:21:38.240><c> very</c><00:21:38.480><c> interesting</c>

00:21:39.669 --> 00:21:39.679 align:start position:0%
asking a very interesting
 

00:21:39.679 --> 00:21:41.110 align:start position:0%
asking a very interesting
question<00:21:40.000><c> and</c><00:21:40.159><c> i</c><00:21:40.240><c> kept</c><00:21:40.400><c> thinking</c><00:21:40.720><c> because</c>

00:21:41.110 --> 00:21:41.120 align:start position:0%
question and i kept thinking because
 

00:21:41.120 --> 00:21:43.029 align:start position:0%
question and i kept thinking because
there<00:21:41.280><c> were</c><00:21:41.679><c> fake</c><00:21:42.000><c> systems</c><00:21:42.400><c> out</c><00:21:42.559><c> there</c><00:21:42.799><c> around</c>

00:21:43.029 --> 00:21:43.039 align:start position:0%
there were fake systems out there around
 

00:21:43.039 --> 00:21:44.310 align:start position:0%
there were fake systems out there around
that<00:21:43.200><c> time</c><00:21:43.440><c> people</c><00:21:43.679><c> were</c><00:21:43.760><c> making</c><00:21:44.000><c> lots</c><00:21:44.240><c> of</c>

00:21:44.310 --> 00:21:44.320 align:start position:0%
that time people were making lots of
 

00:21:44.320 --> 00:21:45.669 align:start position:0%
that time people were making lots of
hoaxes<00:21:44.960><c> and</c><00:21:45.120><c> there's</c><00:21:45.280><c> lots</c><00:21:45.520><c> of</c>

00:21:45.669 --> 00:21:45.679 align:start position:0%
hoaxes and there's lots of
 

00:21:45.679 --> 00:21:47.830 align:start position:0%
hoaxes and there's lots of
disinformation<00:21:46.480><c> as</c><00:21:46.640><c> there</c><00:21:46.720><c> is</c><00:21:46.880><c> today</c>

00:21:47.830 --> 00:21:47.840 align:start position:0%
disinformation as there is today
 

00:21:47.840 --> 00:21:50.470 align:start position:0%
disinformation as there is today
so<00:21:48.799><c> how</c><00:21:49.039><c> do</c><00:21:49.200><c> you</c><00:21:49.360><c> know</c><00:21:49.520><c> and</c><00:21:49.679><c> i</c><00:21:49.760><c> thought</c>

00:21:50.470 --> 00:21:50.480 align:start position:0%
so how do you know and i thought
 

00:21:50.480 --> 00:21:51.909 align:start position:0%
so how do you know and i thought
actually<00:21:50.720><c> it</c><00:21:50.799><c> could</c><00:21:51.039><c> fake</c><00:21:51.360><c> it</c><00:21:51.440><c> right</c><00:21:51.679><c> we</c><00:21:51.760><c> could</c>

00:21:51.909 --> 00:21:51.919 align:start position:0%
actually it could fake it right we could
 

00:21:51.919 --> 00:21:53.190 align:start position:0%
actually it could fake it right we could
have<00:21:52.000><c> just</c><00:21:52.080><c> taken</c><00:21:52.400><c> a</c><00:21:52.480><c> camera</c><00:21:52.799><c> and</c><00:21:52.960><c> taken</c>

00:21:53.190 --> 00:21:53.200 align:start position:0%
have just taken a camera and taken
 

00:21:53.200 --> 00:21:53.830 align:start position:0%
have just taken a camera and taken
pictures

00:21:53.830 --> 00:21:53.840 align:start position:0%
pictures
 

00:21:53.840 --> 00:21:55.669 align:start position:0%
pictures
and<00:21:54.320><c> pretended</c><00:21:54.799><c> the</c><00:21:54.880><c> whole</c><00:21:55.120><c> thing</c><00:21:55.360><c> and</c><00:21:55.520><c> just</c>

00:21:55.669 --> 00:21:55.679 align:start position:0%
and pretended the whole thing and just
 

00:21:55.679 --> 00:21:58.390 align:start position:0%
and pretended the whole thing and just
indexed<00:21:56.159><c> into</c><00:21:56.480><c> pre-stored</c><00:21:56.960><c> images</c>

00:21:58.390 --> 00:21:58.400 align:start position:0%
indexed into pre-stored images
 

00:21:58.400 --> 00:22:01.430 align:start position:0%
indexed into pre-stored images
and<00:21:58.559><c> it</c><00:21:58.640><c> would</c><00:21:58.799><c> be</c><00:21:59.600><c> it</c><00:21:59.760><c> could</c><00:21:59.919><c> be</c><00:22:00.080><c> faked</c><00:22:00.960><c> so</c>

00:22:01.430 --> 00:22:01.440 align:start position:0%
and it would be it could be faked so
 

00:22:01.440 --> 00:22:02.630 align:start position:0%
and it would be it could be faked so
right<00:22:01.600><c> around</c><00:22:01.840><c> that</c><00:22:01.919><c> time</c><00:22:02.080><c> i</c><00:22:02.159><c> moved</c><00:22:02.480><c> up</c><00:22:02.559><c> to</c>

00:22:02.630 --> 00:22:02.640 align:start position:0%
right around that time i moved up to
 

00:22:02.640 --> 00:22:04.549 align:start position:0%
right around that time i moved up to
berkeley<00:22:03.360><c> and</c><00:22:03.520><c> i</c><00:22:03.600><c> was</c><00:22:03.840><c> offered</c><00:22:04.080><c> a</c><00:22:04.159><c> position</c>

00:22:04.549 --> 00:22:04.559 align:start position:0%
berkeley and i was offered a position
 

00:22:04.559 --> 00:22:04.950 align:start position:0%
berkeley and i was offered a position
here

00:22:04.950 --> 00:22:04.960 align:start position:0%
here
 

00:22:04.960 --> 00:22:09.110 align:start position:0%
here
and<00:22:07.039><c> when</c><00:22:07.679><c> when</c><00:22:07.840><c> i</c><00:22:07.919><c> came</c><00:22:08.159><c> up</c><00:22:08.400><c> i</c>

00:22:09.110 --> 00:22:09.120 align:start position:0%
and when when i came up i
 

00:22:09.120 --> 00:22:11.350 align:start position:0%
and when when i came up i
learned<00:22:09.360><c> that</c><00:22:10.240><c> one</c><00:22:10.400><c> of</c><00:22:10.559><c> my</c><00:22:10.640><c> heroes</c><00:22:11.039><c> hubert</c>

00:22:11.350 --> 00:22:11.360 align:start position:0%
learned that one of my heroes hubert
 

00:22:11.360 --> 00:22:12.310 align:start position:0%
learned that one of my heroes hubert
dreyfuss

00:22:12.310 --> 00:22:12.320 align:start position:0%
dreyfuss
 

00:22:12.320 --> 00:22:15.669 align:start position:0%
dreyfuss
the<00:22:12.559><c> philosopher</c><00:22:13.600><c> is</c><00:22:13.760><c> here</c><00:22:14.159><c> on</c><00:22:14.320><c> campus</c><00:22:15.280><c> um</c><00:22:15.520><c> his</c>

00:22:15.669 --> 00:22:15.679 align:start position:0%
the philosopher is here on campus um his
 

00:22:15.679 --> 00:22:17.590 align:start position:0%
the philosopher is here on campus um his
brother<00:22:16.000><c> was</c><00:22:16.080><c> actually</c><00:22:16.320><c> in</c><00:22:16.400><c> my</c><00:22:16.559><c> department</c>

00:22:17.590 --> 00:22:17.600 align:start position:0%
brother was actually in my department
 

00:22:17.600 --> 00:22:19.430 align:start position:0%
brother was actually in my department
and<00:22:18.159><c> i</c><00:22:18.320><c> went</c><00:22:18.559><c> and</c><00:22:18.640><c> i</c><00:22:18.720><c> said</c><00:22:18.880><c> all</c><00:22:19.039><c> right</c><00:22:19.120><c> you</c><00:22:19.280><c> know</c>

00:22:19.430 --> 00:22:19.440 align:start position:0%
and i went and i said all right you know
 

00:22:19.440 --> 00:22:20.630 align:start position:0%
and i went and i said all right you know
how<00:22:19.600><c> can</c><00:22:19.840><c> i</c><00:22:19.919><c> find</c>

00:22:20.630 --> 00:22:20.640 align:start position:0%
how can i find
 

00:22:20.640 --> 00:22:22.630 align:start position:0%
how can i find
cooper<00:22:20.960><c> dreyfus</c><00:22:21.360><c> and</c><00:22:21.440><c> he</c><00:22:21.600><c> said</c><00:22:22.320><c> let's</c><00:22:22.480><c> have</c>

00:22:22.630 --> 00:22:22.640 align:start position:0%
cooper dreyfus and he said let's have
 

00:22:22.640 --> 00:22:23.909 align:start position:0%
cooper dreyfus and he said let's have
lunch<00:22:22.880><c> with</c><00:22:23.039><c> him</c>

00:22:23.909 --> 00:22:23.919 align:start position:0%
lunch with him
 

00:22:23.919 --> 00:22:27.190 align:start position:0%
lunch with him
um<00:22:24.720><c> and</c><00:22:24.880><c> so</c><00:22:25.120><c> we</c><00:22:25.520><c> i</c><00:22:25.520><c> i</c><00:22:25.919><c> got</c><00:22:26.080><c> to</c><00:22:26.320><c> meet</c><00:22:26.559><c> my</c><00:22:26.880><c> this</c>

00:22:27.190 --> 00:22:27.200 align:start position:0%
um and so we i i got to meet my this
 

00:22:27.200 --> 00:22:28.070 align:start position:0%
um and so we i i got to meet my this
absolute<00:22:27.600><c> hero</c>

00:22:28.070 --> 00:22:28.080 align:start position:0%
absolute hero
 

00:22:28.080 --> 00:22:29.830 align:start position:0%
absolute hero
and<00:22:28.159><c> not</c><00:22:28.400><c> only</c><00:22:28.559><c> that</c><00:22:28.720><c> but</c><00:22:28.880><c> he</c><00:22:29.039><c> was</c><00:22:29.360><c> super</c>

00:22:29.830 --> 00:22:29.840 align:start position:0%
and not only that but he was super
 

00:22:29.840 --> 00:22:31.270 align:start position:0%
and not only that but he was super
interested<00:22:30.480><c> in</c>

00:22:31.270 --> 00:22:31.280 align:start position:0%
interested in
 

00:22:31.280 --> 00:22:33.190 align:start position:0%
interested in
robots<00:22:31.919><c> and</c><00:22:32.080><c> technology</c><00:22:32.640><c> we</c><00:22:32.720><c> had</c><00:22:32.880><c> this</c><00:22:33.039><c> great</c>

00:22:33.190 --> 00:22:33.200 align:start position:0%
robots and technology we had this great
 

00:22:33.200 --> 00:22:34.870 align:start position:0%
robots and technology we had this great
conversation<00:22:33.760><c> and</c><00:22:33.919><c> i</c><00:22:34.000><c> told</c><00:22:34.159><c> him</c><00:22:34.240><c> about</c><00:22:34.400><c> this</c>

00:22:34.870 --> 00:22:34.880 align:start position:0%
conversation and i told him about this
 

00:22:34.880 --> 00:22:37.110 align:start position:0%
conversation and i told him about this
this<00:22:35.200><c> story</c><00:22:35.919><c> he</c><00:22:36.080><c> said</c><00:22:36.240><c> well</c><00:22:36.400><c> this</c><00:22:36.559><c> is</c><00:22:36.720><c> a</c><00:22:36.880><c> this</c>

00:22:37.110 --> 00:22:37.120 align:start position:0%
this story he said well this is a this
 

00:22:37.120 --> 00:22:38.630 align:start position:0%
this story he said well this is a this
is<00:22:37.200><c> a</c><00:22:37.280><c> philosophical</c><00:22:38.000><c> question</c>

00:22:38.630 --> 00:22:38.640 align:start position:0%
is a philosophical question
 

00:22:38.640 --> 00:22:41.510 align:start position:0%
is a philosophical question
so<00:22:38.799><c> this</c><00:22:39.039><c> is</c><00:22:39.120><c> epistemology</c><00:22:40.880><c> and</c><00:22:41.200><c> so</c><00:22:41.360><c> it's</c>

00:22:41.510 --> 00:22:41.520 align:start position:0%
so this is epistemology and so it's
 

00:22:41.520 --> 00:22:42.630 align:start position:0%
so this is epistemology and so it's
about<00:22:41.840><c> knowledge</c>

00:22:42.630 --> 00:22:42.640 align:start position:0%
about knowledge
 

00:22:42.640 --> 00:22:46.070 align:start position:0%
about knowledge
so<00:22:43.360><c> we</c><00:22:43.679><c> started</c><00:22:44.000><c> this</c><00:22:44.880><c> this</c><00:22:45.440><c> four-year</c>

00:22:46.070 --> 00:22:46.080 align:start position:0%
so we started this this four-year
 

00:22:46.080 --> 00:22:48.549 align:start position:0%
so we started this this four-year
project<00:22:46.559><c> together</c><00:22:46.960><c> where</c><00:22:47.840><c> he</c><00:22:48.080><c> introduced</c><00:22:48.400><c> me</c>

00:22:48.549 --> 00:22:48.559 align:start position:0%
project together where he introduced me
 

00:22:48.559 --> 00:22:49.350 align:start position:0%
project together where he introduced me
a<00:22:48.640><c> number</c><00:22:48.799><c> of</c>

00:22:49.350 --> 00:22:49.360 align:start position:0%
a number of
 

00:22:49.360 --> 00:22:51.909 align:start position:0%
a number of
philosophers<00:22:50.640><c> and</c><00:22:50.799><c> we</c><00:22:50.960><c> invited</c><00:22:51.520><c> them</c><00:22:51.760><c> to</c>

00:22:51.909 --> 00:22:51.919 align:start position:0%
philosophers and we invited them to
 

00:22:51.919 --> 00:22:53.750 align:start position:0%
philosophers and we invited them to
write<00:22:52.159><c> essays</c><00:22:52.720><c> and</c><00:22:52.799><c> we</c><00:22:52.880><c> began</c><00:22:53.280><c> of</c><00:22:53.440><c> calling</c><00:22:53.600><c> it</c>

00:22:53.750 --> 00:22:53.760 align:start position:0%
write essays and we began of calling it
 

00:22:53.760 --> 00:22:55.110 align:start position:0%
write essays and we began of calling it
tell<00:22:53.919><c> epistemology</c>

00:22:55.110 --> 00:22:55.120 align:start position:0%
tell epistemology
 

00:22:55.120 --> 00:22:57.350 align:start position:0%
tell epistemology
which<00:22:55.360><c> is</c><00:22:55.440><c> what</c><00:22:55.600><c> can</c><00:22:55.760><c> you</c><00:22:55.919><c> know</c><00:22:56.159><c> at</c><00:22:56.320><c> a</c><00:22:56.400><c> distance</c>

00:22:57.350 --> 00:22:57.360 align:start position:0%
which is what can you know at a distance
 

00:22:57.360 --> 00:22:59.190 align:start position:0%
which is what can you know at a distance
and<00:22:57.520><c> how</c><00:22:57.679><c> the</c><00:22:57.840><c> internet</c><00:22:58.240><c> was</c><00:22:58.480><c> actually</c>

00:22:59.190 --> 00:22:59.200 align:start position:0%
and how the internet was actually
 

00:22:59.200 --> 00:23:01.190 align:start position:0%
and how the internet was actually
re-engaging<00:23:00.080><c> that</c><00:23:00.400><c> that</c><00:23:00.640><c> question</c><00:23:00.960><c> the</c><00:23:01.039><c> same</c>

00:23:01.190 --> 00:23:01.200 align:start position:0%
re-engaging that that question the same
 

00:23:01.200 --> 00:23:02.870 align:start position:0%
re-engaging that that question the same
way<00:23:01.440><c> the</c><00:23:01.600><c> telescope</c><00:23:02.159><c> engaged</c><00:23:02.480><c> that</c><00:23:02.640><c> for</c>

00:23:02.870 --> 00:23:02.880 align:start position:0%
way the telescope engaged that for
 

00:23:02.880 --> 00:23:03.990 align:start position:0%
way the telescope engaged that for
descartes

00:23:03.990 --> 00:23:04.000 align:start position:0%
descartes
 

00:23:04.000 --> 00:23:06.630 align:start position:0%
descartes
so<00:23:04.320><c> and</c><00:23:04.480><c> then</c><00:23:04.640><c> we're</c><00:23:05.039><c> actually</c><00:23:05.360><c> now</c><00:23:06.320><c> very</c><00:23:06.480><c> good</c>

00:23:06.630 --> 00:23:06.640 align:start position:0%
so and then we're actually now very good
 

00:23:06.640 --> 00:23:08.630 align:start position:0%
so and then we're actually now very good
friends<00:23:06.960><c> we</c><00:23:07.039><c> meet</c><00:23:07.280><c> about</c><00:23:07.440><c> once</c><00:23:07.679><c> a</c><00:23:07.760><c> month</c>

00:23:08.630 --> 00:23:08.640 align:start position:0%
friends we meet about once a month
 

00:23:08.640 --> 00:23:11.029 align:start position:0%
friends we meet about once a month
and<00:23:08.880><c> we've</c><00:23:09.039><c> taught</c><00:23:09.280><c> a</c><00:23:09.360><c> course</c><00:23:09.919><c> two</c><00:23:10.080><c> courses</c><00:23:10.480><c> on</c>

00:23:11.029 --> 00:23:11.039 align:start position:0%
and we've taught a course two courses on
 

00:23:11.039 --> 00:23:12.789 align:start position:0%
and we've taught a course two courses on
philosophy<00:23:11.520><c> and</c><00:23:11.600><c> technology</c>

00:23:12.789 --> 00:23:12.799 align:start position:0%
philosophy and technology
 

00:23:12.799 --> 00:23:15.669 align:start position:0%
philosophy and technology
um<00:23:13.200><c> most</c><00:23:13.440><c> recently</c><00:23:13.760><c> of</c><00:23:13.840><c> course</c><00:23:14.080><c> on</c><00:23:14.159><c> highbacker</c>

00:23:15.669 --> 00:23:15.679 align:start position:0%
um most recently of course on highbacker
 

00:23:15.679 --> 00:23:17.270 align:start position:0%
um most recently of course on highbacker
that's<00:23:16.000><c> it</c><00:23:16.159><c> i</c><00:23:16.240><c> think</c><00:23:16.400><c> you</c><00:23:16.559><c> may</c><00:23:16.720><c> i</c><00:23:16.960><c> sent</c><00:23:17.120><c> you</c>

00:23:17.270 --> 00:23:17.280 align:start position:0%
that's it i think you may i sent you
 

00:23:17.280 --> 00:23:18.710 align:start position:0%
that's it i think you may i sent you
that<00:23:17.360><c> article</c><00:23:17.679><c> but</c><00:23:17.760><c> that</c><00:23:17.919><c> was</c><00:23:18.080><c> around</c>

00:23:18.710 --> 00:23:18.720 align:start position:0%
that article but that was around
 

00:23:18.720 --> 00:23:21.430 align:start position:0%
that article but that was around
telerobots<00:23:19.440><c> and</c><00:23:20.240><c> a</c><00:23:20.400><c> bigger</c><00:23:20.880><c> question</c><00:23:21.120><c> about</c>

00:23:21.430 --> 00:23:21.440 align:start position:0%
telerobots and a bigger question about
 

00:23:21.440 --> 00:23:22.789 align:start position:0%
telerobots and a bigger question about
how<00:23:21.679><c> technology</c><00:23:22.320><c> changes</c>

00:23:22.789 --> 00:23:22.799 align:start position:0%
how technology changes
 

00:23:22.799 --> 00:23:26.470 align:start position:0%
how technology changes
and<00:23:22.960><c> shapes</c><00:23:23.600><c> our</c><00:23:24.320><c> our</c><00:23:24.559><c> behavior</c>

00:23:26.470 --> 00:23:26.480 align:start position:0%
and shapes our our behavior
 

00:23:26.480 --> 00:23:28.390 align:start position:0%
and shapes our our behavior
so<00:23:26.720><c> has</c><00:23:27.120><c> your</c><00:23:27.440><c> questioning</c><00:23:28.000><c> to</c><00:23:28.159><c> tell</c>

00:23:28.390 --> 00:23:28.400 align:start position:0%
so has your questioning to tell
 

00:23:28.400 --> 00:23:31.270 align:start position:0%
so has your questioning to tell
epistemology<00:23:29.360><c> gone</c><00:23:29.600><c> any</c><00:23:30.080><c> further</c>

00:23:31.270 --> 00:23:31.280 align:start position:0%
epistemology gone any further
 

00:23:31.280 --> 00:23:34.070 align:start position:0%
epistemology gone any further
after<00:23:31.679><c> that</c><00:23:32.159><c> yeah</c><00:23:32.480><c> because</c><00:23:33.039><c> then</c><00:23:33.600><c> that</c><00:23:33.760><c> became</c>

00:23:34.070 --> 00:23:34.080 align:start position:0%
after that yeah because then that became
 

00:23:34.080 --> 00:23:35.350 align:start position:0%
after that yeah because then that became
the<00:23:34.159><c> central</c><00:23:34.480><c> question</c><00:23:34.799><c> like</c>

00:23:35.350 --> 00:23:35.360 align:start position:0%
the central question like
 

00:23:35.360 --> 00:23:38.070 align:start position:0%
the central question like
sort<00:23:35.679><c> of</c><00:23:35.840><c> guided</c><00:23:36.320><c> my</c><00:23:36.559><c> art</c><00:23:36.799><c> projects</c><00:23:37.280><c> through</c>

00:23:38.070 --> 00:23:38.080 align:start position:0%
sort of guided my art projects through
 

00:23:38.080 --> 00:23:40.390 align:start position:0%
sort of guided my art projects through
for<00:23:38.240><c> the</c><00:23:38.320><c> next</c><00:23:38.559><c> 10</c><00:23:38.880><c> years</c><00:23:39.280><c> and</c><00:23:39.440><c> so</c><00:23:39.679><c> we</c><00:23:39.840><c> had</c>

00:23:40.390 --> 00:23:40.400 align:start position:0%
for the next 10 years and so we had
 

00:23:40.400 --> 00:23:42.870 align:start position:0%
for the next 10 years and so we had
we<00:23:40.559><c> had</c><00:23:40.720><c> a</c><00:23:41.520><c> a</c><00:23:41.679><c> laboratory</c><00:23:42.320><c> where</c><00:23:42.559><c> people</c>

00:23:42.870 --> 00:23:42.880 align:start position:0%
we had a a laboratory where people
 

00:23:42.880 --> 00:23:44.950 align:start position:0%
we had a a laboratory where people
burned<00:23:43.200><c> hundred</c><00:23:43.520><c> dollar</c><00:23:43.840><c> bills</c>

00:23:44.950 --> 00:23:44.960 align:start position:0%
burned hundred dollar bills
 

00:23:44.960 --> 00:23:47.029 align:start position:0%
burned hundred dollar bills
we<00:23:45.120><c> did</c><00:23:45.360><c> a</c><00:23:45.600><c> ouija</c><00:23:46.000><c> board</c><00:23:46.480><c> that</c><00:23:46.640><c> was</c><00:23:46.799><c> in</c><00:23:46.880><c> the</c>

00:23:47.029 --> 00:23:47.039 align:start position:0%
we did a ouija board that was in the
 

00:23:47.039 --> 00:23:48.390 align:start position:0%
we did a ouija board that was in the
whitney<00:23:47.360><c> biennial</c>

00:23:48.390 --> 00:23:48.400 align:start position:0%
whitney biennial
 

00:23:48.400 --> 00:23:51.750 align:start position:0%
whitney biennial
in<00:23:48.480><c> the</c><00:23:48.559><c> year</c><00:23:48.840><c> 2000s</c><00:23:50.240><c> and</c><00:23:51.279><c> a</c><00:23:51.360><c> number</c><00:23:51.679><c> of</c>

00:23:51.750 --> 00:23:51.760 align:start position:0%
in the year 2000s and a number of
 

00:23:51.760 --> 00:23:52.630 align:start position:0%
in the year 2000s and a number of
projects<00:23:52.240><c> that</c>

00:23:52.630 --> 00:23:52.640 align:start position:0%
projects that
 

00:23:52.640 --> 00:23:54.789 align:start position:0%
projects that
tried<00:23:52.799><c> to</c><00:23:52.960><c> look</c><00:23:53.120><c> at</c><00:23:53.200><c> that</c><00:23:53.440><c> from</c><00:23:54.480><c> different</c>

00:23:54.789 --> 00:23:54.799 align:start position:0%
tried to look at that from different
 

00:23:54.799 --> 00:23:56.710 align:start position:0%
tried to look at that from different
perspectives<00:23:55.440><c> always</c><00:23:55.679><c> trying</c><00:23:55.919><c> to</c>

00:23:56.710 --> 00:23:56.720 align:start position:0%
perspectives always trying to
 

00:23:56.720 --> 00:23:59.590 align:start position:0%
perspectives always trying to
question<00:23:58.080><c> what</c><00:23:58.400><c> was</c><00:23:58.720><c> knowledge</c><00:23:59.279><c> what</c><00:23:59.440><c> is</c>

00:23:59.590 --> 00:23:59.600 align:start position:0%
question what was knowledge what is
 

00:23:59.600 --> 00:24:00.230 align:start position:0%
question what was knowledge what is
knowable

00:24:00.230 --> 00:24:00.240 align:start position:0%
knowable
 

00:24:00.240 --> 00:24:04.070 align:start position:0%
knowable
how<00:24:00.559><c> deception</c><00:24:01.360><c> and</c><00:24:01.520><c> agency</c><00:24:02.080><c> or</c><00:24:02.240><c> interact</c><00:24:03.200><c> and</c>

00:24:04.070 --> 00:24:04.080 align:start position:0%
how deception and agency or interact and
 

00:24:04.080 --> 00:24:05.669 align:start position:0%
how deception and agency or interact and
also<00:24:04.320><c> the</c><00:24:04.480><c> question</c><00:24:04.720><c> of</c><00:24:04.880><c> the</c><00:24:05.120><c> the</c><00:24:05.279><c> physical</c>

00:24:05.669 --> 00:24:05.679 align:start position:0%
also the question of the the physical
 

00:24:05.679 --> 00:24:07.190 align:start position:0%
also the question of the the physical
body<00:24:06.240><c> which</c><00:24:06.480><c> is</c><00:24:06.559><c> something</c><00:24:06.799><c> that's</c><00:24:06.960><c> always</c>

00:24:07.190 --> 00:24:07.200 align:start position:0%
body which is something that's always
 

00:24:07.200 --> 00:24:09.029 align:start position:0%
body which is something that's always
interesting<00:24:07.520><c> to</c><00:24:07.679><c> me</c><00:24:07.919><c> because</c>

00:24:09.029 --> 00:24:09.039 align:start position:0%
interesting to me because
 

00:24:09.039 --> 00:24:11.510 align:start position:0%
interesting to me because
robotics<00:24:09.600><c> is</c><00:24:09.760><c> at</c><00:24:09.840><c> this</c><00:24:10.480><c> interface</c><00:24:11.039><c> between</c>

00:24:11.510 --> 00:24:11.520 align:start position:0%
robotics is at this interface between
 

00:24:11.520 --> 00:24:13.110 align:start position:0%
robotics is at this interface between
the<00:24:11.600><c> computer</c><00:24:12.159><c> the</c><00:24:12.320><c> abstract</c>

00:24:13.110 --> 00:24:13.120 align:start position:0%
the computer the abstract
 

00:24:13.120 --> 00:24:15.990 align:start position:0%
the computer the abstract
digital<00:24:13.520><c> world</c><00:24:14.720><c> of</c><00:24:14.880><c> pure</c><00:24:15.120><c> representation</c><00:24:15.919><c> and</c>

00:24:15.990 --> 00:24:16.000 align:start position:0%
digital world of pure representation and
 

00:24:16.000 --> 00:24:17.029 align:start position:0%
digital world of pure representation and
then<00:24:16.159><c> the</c><00:24:16.240><c> physical</c><00:24:16.559><c> world</c>

00:24:17.029 --> 00:24:17.039 align:start position:0%
then the physical world
 

00:24:17.039 --> 00:24:19.110 align:start position:0%
then the physical world
that<00:24:17.200><c> we</c><00:24:17.360><c> live</c><00:24:17.520><c> in</c><00:24:17.679><c> so</c><00:24:18.400><c> robots</c><00:24:18.799><c> are</c><00:24:18.880><c> always</c>

00:24:19.110 --> 00:24:19.120 align:start position:0%
that we live in so robots are always
 

00:24:19.120 --> 00:24:20.789 align:start position:0%
that we live in so robots are always
trying<00:24:19.279><c> to</c><00:24:19.520><c> bridge</c><00:24:19.760><c> that</c><00:24:20.000><c> gap</c><00:24:20.240><c> in</c><00:24:20.400><c> various</c>

00:24:20.789 --> 00:24:20.799 align:start position:0%
trying to bridge that gap in various
 

00:24:20.799 --> 00:24:21.269 align:start position:0%
trying to bridge that gap in various
ways

00:24:21.269 --> 00:24:21.279 align:start position:0%
ways
 

00:24:21.279 --> 00:24:22.789 align:start position:0%
ways
and<00:24:21.440><c> so</c><00:24:21.600><c> i'm</c><00:24:21.760><c> really</c><00:24:21.919><c> interested</c><00:24:22.240><c> in</c><00:24:22.400><c> that</c><00:24:22.720><c> and</c>

00:24:22.789 --> 00:24:22.799 align:start position:0%
and so i'm really interested in that and
 

00:24:22.799 --> 00:24:24.390 align:start position:0%
and so i'm really interested in that and
how<00:24:23.360><c> embodiment</c>

00:24:24.390 --> 00:24:24.400 align:start position:0%
how embodiment
 

00:24:24.400 --> 00:24:28.149 align:start position:0%
how embodiment
plays<00:24:24.640><c> a</c><00:24:24.720><c> role</c><00:24:26.400><c> and</c><00:24:26.640><c> also</c><00:24:27.039><c> so</c><00:24:27.279><c> in</c><00:24:27.440><c> your</c>

00:24:28.149 --> 00:24:28.159 align:start position:0%
plays a role and also so in your
 

00:24:28.159 --> 00:24:30.870 align:start position:0%
plays a role and also so in your
project<00:24:28.720><c> with</c><00:24:29.120><c> dreyfus</c><00:24:30.240><c> what</c><00:24:30.400><c> kinds</c><00:24:30.720><c> of</c>

00:24:30.870 --> 00:24:30.880 align:start position:0%
project with dreyfus what kinds of
 

00:24:30.880 --> 00:24:32.070 align:start position:0%
project with dreyfus what kinds of
things<00:24:31.200><c> did</c><00:24:31.440><c> you</c>

00:24:32.070 --> 00:24:32.080 align:start position:0%
things did you
 

00:24:32.080 --> 00:24:33.990 align:start position:0%
things did you
did<00:24:32.240><c> you</c><00:24:32.480><c> look</c><00:24:32.720><c> at</c><00:24:32.880><c> or</c><00:24:33.039><c> do</c><00:24:33.279><c> did</c><00:24:33.440><c> you</c><00:24:33.520><c> build</c><00:24:33.760><c> any</c>

00:24:33.990 --> 00:24:34.000 align:start position:0%
did you look at or do did you build any
 

00:24:34.000 --> 00:24:36.390 align:start position:0%
did you look at or do did you build any
systems<00:24:34.480><c> for</c><00:24:34.640><c> that</c>

00:24:36.390 --> 00:24:36.400 align:start position:0%
systems for that
 

00:24:36.400 --> 00:24:38.470 align:start position:0%
systems for that
trying<00:24:36.720><c> to</c><00:24:36.880><c> think</c><00:24:37.360><c> he</c><00:24:37.600><c> was</c><00:24:37.840><c> involved</c><00:24:38.240><c> i</c><00:24:38.320><c> mean</c>

00:24:38.470 --> 00:24:38.480 align:start position:0%
trying to think he was involved i mean
 

00:24:38.480 --> 00:24:39.430 align:start position:0%
trying to think he was involved i mean
we<00:24:38.799><c> talked</c>

00:24:39.430 --> 00:24:39.440 align:start position:0%
we talked
 

00:24:39.440 --> 00:24:42.470 align:start position:0%
we talked
a<00:24:39.679><c> lot</c><00:24:39.840><c> about</c><00:24:40.080><c> the</c><00:24:40.480><c> the</c><00:24:41.039><c> projects</c><00:24:41.600><c> we</c><00:24:42.159><c> worked</c>

00:24:42.470 --> 00:24:42.480 align:start position:0%
a lot about the the projects we worked
 

00:24:42.480 --> 00:24:42.950 align:start position:0%
a lot about the the projects we worked
on

00:24:42.950 --> 00:24:42.960 align:start position:0%
on
 

00:24:42.960 --> 00:24:46.230 align:start position:0%
on
he<00:24:43.679><c> um</c><00:24:45.279><c> i</c><00:24:45.360><c> would</c><00:24:45.520><c> say</c><00:24:45.679><c> probably</c><00:24:45.919><c> the</c><00:24:46.000><c> best</c>

00:24:46.230 --> 00:24:46.240 align:start position:0%
he um i would say probably the best
 

00:24:46.240 --> 00:24:47.590 align:start position:0%
he um i would say probably the best
outcome<00:24:46.480><c> was</c><00:24:46.640><c> the</c><00:24:46.799><c> courses</c>

00:24:47.590 --> 00:24:47.600 align:start position:0%
outcome was the courses
 

00:24:47.600 --> 00:24:50.710 align:start position:0%
outcome was the courses
that<00:24:47.760><c> we</c><00:24:47.919><c> taught</c><00:24:48.159><c> that</c><00:24:48.320><c> had</c><00:24:48.480><c> to</c><00:24:48.559><c> do</c><00:24:48.799><c> with</c><00:24:50.559><c> we</c>

00:24:50.710 --> 00:24:50.720 align:start position:0%
that we taught that had to do with we
 

00:24:50.720 --> 00:24:51.430 align:start position:0%
that we taught that had to do with we
looked<00:24:50.960><c> at</c>

00:24:51.430 --> 00:24:51.440 align:start position:0%
looked at
 

00:24:51.440 --> 00:24:53.750 align:start position:0%
looked at
questions<00:24:51.840><c> about</c><00:24:52.640><c> efficiency</c><00:24:53.600><c> and</c>

00:24:53.750 --> 00:24:53.760 align:start position:0%
questions about efficiency and
 

00:24:53.760 --> 00:24:55.110 align:start position:0%
questions about efficiency and
flexibility

00:24:55.110 --> 00:24:55.120 align:start position:0%
flexibility
 

00:24:55.120 --> 00:24:57.029 align:start position:0%
flexibility
and<00:24:55.360><c> how</c><00:24:55.679><c> the</c><00:24:55.840><c> technologies</c><00:24:56.400><c> of</c><00:24:56.480><c> the</c><00:24:56.640><c> 20th</c>

00:24:57.029 --> 00:24:57.039 align:start position:0%
and how the technologies of the 20th
 

00:24:57.039 --> 00:24:58.710 align:start position:0%
and how the technologies of the 20th
century<00:24:57.440><c> are</c><00:24:57.520><c> all</c><00:24:57.600><c> about</c><00:24:57.840><c> efficiency</c>

00:24:58.710 --> 00:24:58.720 align:start position:0%
century are all about efficiency
 

00:24:58.720 --> 00:25:01.110 align:start position:0%
century are all about efficiency
and<00:24:58.880><c> the</c><00:24:59.440><c> technologies</c><00:25:00.000><c> of</c><00:25:00.080><c> the</c><00:25:00.159><c> 21st</c><00:25:00.640><c> century</c>

00:25:01.110 --> 00:25:01.120 align:start position:0%
and the technologies of the 21st century
 

00:25:01.120 --> 00:25:01.750 align:start position:0%
and the technologies of the 21st century
are<00:25:01.200><c> about</c>

00:25:01.750 --> 00:25:01.760 align:start position:0%
are about
 

00:25:01.760 --> 00:25:03.909 align:start position:0%
are about
flexibility<00:25:02.880><c> so</c><00:25:03.039><c> these</c><00:25:03.200><c> are</c><00:25:03.360><c> things</c><00:25:03.600><c> that</c><00:25:03.679><c> are</c>

00:25:03.909 --> 00:25:03.919 align:start position:0%
flexibility so these are things that are
 

00:25:03.919 --> 00:25:05.430 align:start position:0%
flexibility so these are things that are
very<00:25:04.159><c> very</c><00:25:04.400><c> adaptable</c>

00:25:05.430 --> 00:25:05.440 align:start position:0%
very very adaptable
 

00:25:05.440 --> 00:25:10.470 align:start position:0%
very very adaptable
think<00:25:05.679><c> about</c><00:25:06.799><c> nanotechnology</c><00:25:08.000><c> or</c><00:25:08.240><c> stem</c><00:25:08.559><c> cells</c>

00:25:10.470 --> 00:25:10.480 align:start position:0%
think about nanotechnology or stem cells
 

00:25:10.480 --> 00:25:12.549 align:start position:0%
think about nanotechnology or stem cells
new<00:25:10.640><c> kinds</c><00:25:10.880><c> of</c><00:25:10.960><c> polymers</c><00:25:11.840><c> they're</c><00:25:12.080><c> all</c><00:25:12.320><c> not</c>

00:25:12.549 --> 00:25:12.559 align:start position:0%
new kinds of polymers they're all not
 

00:25:12.559 --> 00:25:13.669 align:start position:0%
new kinds of polymers they're all not
they<00:25:12.640><c> don't</c><00:25:12.799><c> just</c><00:25:12.880><c> do</c><00:25:13.039><c> one</c><00:25:13.200><c> thing</c><00:25:13.440><c> they</c><00:25:13.520><c> do</c>

00:25:13.669 --> 00:25:13.679 align:start position:0%
they don't just do one thing they do
 

00:25:13.679 --> 00:25:14.390 align:start position:0%
they don't just do one thing they do
many<00:25:13.919><c> things</c>

00:25:14.390 --> 00:25:14.400 align:start position:0%
many things
 

00:25:14.400 --> 00:25:15.909 align:start position:0%
many things
and<00:25:14.559><c> computers</c><00:25:15.039><c> another</c><00:25:15.279><c> example</c><00:25:15.600><c> of</c><00:25:15.679><c> this</c>

00:25:15.909 --> 00:25:15.919 align:start position:0%
and computers another example of this
 

00:25:15.919 --> 00:25:18.870 align:start position:0%
and computers another example of this
and<00:25:16.080><c> of</c><00:25:16.159><c> course</c><00:25:16.400><c> robots</c><00:25:16.880><c> too</c>

00:25:18.870 --> 00:25:18.880 align:start position:0%
and of course robots too
 

00:25:18.880 --> 00:25:20.470 align:start position:0%
and of course robots too
and<00:25:19.120><c> also</c><00:25:19.440><c> i</c><00:25:19.520><c> mean</c><00:25:19.760><c> in</c><00:25:19.840><c> terms</c><00:25:20.080><c> of</c><00:25:20.159><c> tele</c>

00:25:20.470 --> 00:25:20.480 align:start position:0%
and also i mean in terms of tele
 

00:25:20.480 --> 00:25:21.909 align:start position:0%
and also i mean in terms of tele
epistemology

00:25:21.909 --> 00:25:21.919 align:start position:0%
epistemology
 

00:25:21.919 --> 00:25:24.230 align:start position:0%
epistemology
how<00:25:22.080><c> do</c><00:25:22.159><c> you</c><00:25:22.400><c> see</c><00:25:22.720><c> the</c><00:25:22.880><c> current</c><00:25:23.760><c> since</c>

00:25:24.230 --> 00:25:24.240 align:start position:0%
how do you see the current since
 

00:25:24.240 --> 00:25:25.909 align:start position:0%
how do you see the current since
currently<00:25:24.720><c> there's</c><00:25:24.960><c> somewhat</c><00:25:25.279><c> of</c><00:25:25.440><c> a</c><00:25:25.520><c> rising</c>

00:25:25.909 --> 00:25:25.919 align:start position:0%
currently there's somewhat of a rising
 

00:25:25.919 --> 00:25:26.549 align:start position:0%
currently there's somewhat of a rising
craze<00:25:26.320><c> and</c>

00:25:26.549 --> 00:25:26.559 align:start position:0%
craze and
 

00:25:26.559 --> 00:25:29.110 align:start position:0%
craze and
telepresence<00:25:27.440><c> from</c><00:25:27.679><c> what</c><00:25:27.840><c> i</c><00:25:28.000><c> can</c><00:25:28.159><c> tell</c><00:25:28.480><c> right</c>

00:25:29.110 --> 00:25:29.120 align:start position:0%
telepresence from what i can tell right
 

00:25:29.120 --> 00:25:30.230 align:start position:0%
telepresence from what i can tell right
um

00:25:30.230 --> 00:25:30.240 align:start position:0%
um
 

00:25:30.240 --> 00:25:33.029 align:start position:0%
um
do<00:25:30.320><c> you</c><00:25:30.480><c> think</c><00:25:30.720><c> that</c><00:25:30.960><c> that</c><00:25:31.200><c> research</c><00:25:31.760><c> is</c><00:25:32.000><c> in</c><00:25:32.799><c> in</c>

00:25:33.029 --> 00:25:33.039 align:start position:0%
do you think that that research is in in
 

00:25:33.039 --> 00:25:33.590 align:start position:0%
do you think that that research is in in
any<00:25:33.200><c> way</c>

00:25:33.590 --> 00:25:33.600 align:start position:0%
any way
 

00:25:33.600 --> 00:25:35.029 align:start position:0%
any way
kind<00:25:33.760><c> of</c><00:25:33.840><c> building</c><00:25:34.159><c> upon</c><00:25:34.480><c> some</c><00:25:34.640><c> of</c><00:25:34.720><c> the</c><00:25:34.799><c> stuff</c>

00:25:35.029 --> 00:25:35.039 align:start position:0%
kind of building upon some of the stuff
 

00:25:35.039 --> 00:25:38.549 align:start position:0%
kind of building upon some of the stuff
that<00:25:35.120><c> you</c><00:25:35.279><c> did</c><00:25:35.679><c> or</c>

00:25:38.549 --> 00:25:38.559 align:start position:0%
 
 

00:25:38.559 --> 00:25:42.310 align:start position:0%
 
have<00:25:38.720><c> they</c><00:25:39.679><c> really</c><00:25:40.080><c> developed</c><00:25:41.440><c> further</c><00:25:41.919><c> or</c><00:25:42.159><c> is</c>

00:25:42.310 --> 00:25:42.320 align:start position:0%
have they really developed further or is
 

00:25:42.320 --> 00:25:42.630 align:start position:0%
have they really developed further or is
it

00:25:42.630 --> 00:25:42.640 align:start position:0%
it
 

00:25:42.640 --> 00:25:45.750 align:start position:0%
it
in<00:25:42.799><c> some</c><00:25:43.039><c> sense</c><00:25:44.080><c> just</c><00:25:44.320><c> to</c><00:25:44.559><c> finally</c><00:25:45.120><c> come</c><00:25:45.360><c> into</c>

00:25:45.750 --> 00:25:45.760 align:start position:0%
in some sense just to finally come into
 

00:25:45.760 --> 00:25:46.230 align:start position:0%
in some sense just to finally come into
a

00:25:46.230 --> 00:25:46.240 align:start position:0%
a
 

00:25:46.240 --> 00:25:50.470 align:start position:0%
a
sellable<00:25:46.960><c> form</c><00:25:47.600><c> without</c><00:25:48.000><c> really</c><00:25:48.559><c> challenging</c>

00:25:50.470 --> 00:25:50.480 align:start position:0%
sellable form without really challenging
 

00:25:50.480 --> 00:25:54.830 align:start position:0%
sellable form without really challenging
kind<00:25:50.720><c> of</c><00:25:51.200><c> how</c><00:25:51.440><c> we</c><00:25:51.600><c> know</c><00:25:51.840><c> or</c><00:25:52.000><c> how</c><00:25:52.159><c> we</c><00:25:52.320><c> can</c><00:25:52.960><c> embody</c>

00:25:54.830 --> 00:25:54.840 align:start position:0%
kind of how we know or how we can embody
 

00:25:54.840 --> 00:25:56.149 align:start position:0%
kind of how we know or how we can embody
ourselves

00:25:56.149 --> 00:25:56.159 align:start position:0%
ourselves
 

00:25:56.159 --> 00:25:57.750 align:start position:0%
ourselves
i<00:25:56.240><c> think</c><00:25:56.400><c> those</c><00:25:56.640><c> questions</c><00:25:57.039><c> are</c><00:25:57.279><c> are</c><00:25:57.440><c> still</c>

00:25:57.750 --> 00:25:57.760 align:start position:0%
i think those questions are are still
 

00:25:57.760 --> 00:25:59.190 align:start position:0%
i think those questions are are still
there<00:25:58.000><c> i</c><00:25:58.080><c> mean</c><00:25:58.240><c> one</c><00:25:58.480><c> of</c><00:25:58.559><c> the</c>

00:25:59.190 --> 00:25:59.200 align:start position:0%
there i mean one of the
 

00:25:59.200 --> 00:26:02.149 align:start position:0%
there i mean one of the
things<00:25:59.679><c> we</c><00:26:01.039><c> we</c><00:26:01.279><c> tried</c><00:26:01.520><c> to</c><00:26:01.600><c> do</c><00:26:01.760><c> certain</c><00:26:02.000><c> things</c>

00:26:02.149 --> 00:26:02.159 align:start position:0%
things we we tried to do certain things
 

00:26:02.159 --> 00:26:04.390 align:start position:0%
things we we tried to do certain things
but<00:26:02.320><c> the</c><00:26:02.559><c> the</c><00:26:02.720><c> technology</c><00:26:03.200><c> was</c><00:26:03.440><c> really</c><00:26:03.760><c> not</c>

00:26:04.390 --> 00:26:04.400 align:start position:0%
but the the technology was really not
 

00:26:04.400 --> 00:26:08.149 align:start position:0%
but the the technology was really not
um<00:26:05.360><c> ready</c><00:26:06.080><c> um</c><00:26:06.400><c> at</c><00:26:06.480><c> that</c><00:26:06.720><c> time</c><00:26:06.960><c> and</c><00:26:07.120><c> we</c><00:26:07.279><c> weren't</c>

00:26:08.149 --> 00:26:08.159 align:start position:0%
um ready um at that time and we weren't
 

00:26:08.159 --> 00:26:10.630 align:start position:0%
um ready um at that time and we weren't
we<00:26:08.640><c> we</c><00:26:08.799><c> did</c><00:26:08.960><c> not</c><00:26:09.120><c> develop</c><00:26:09.840><c> our</c><00:26:10.080><c> own</c><00:26:10.240><c> video</c>

00:26:10.630 --> 00:26:10.640 align:start position:0%
we we did not develop our own video
 

00:26:10.640 --> 00:26:11.990 align:start position:0%
we we did not develop our own video
codecs<00:26:11.120><c> and</c><00:26:11.200><c> things</c><00:26:11.360><c> like</c><00:26:11.520><c> that</c><00:26:11.679><c> we</c><00:26:11.840><c> were</c>

00:26:11.990 --> 00:26:12.000 align:start position:0%
codecs and things like that we were
 

00:26:12.000 --> 00:26:12.470 align:start position:0%
codecs and things like that we were
using

00:26:12.470 --> 00:26:12.480 align:start position:0%
using
 

00:26:12.480 --> 00:26:14.710 align:start position:0%
using
lots<00:26:12.640><c> of</c><00:26:12.799><c> off</c><00:26:13.039><c> the</c><00:26:13.200><c> shelf</c><00:26:13.440><c> tools</c><00:26:13.840><c> and</c><00:26:13.919><c> then</c><00:26:14.080><c> re</c>

00:26:14.710 --> 00:26:14.720 align:start position:0%
lots of off the shelf tools and then re
 

00:26:14.720 --> 00:26:15.750 align:start position:0%
lots of off the shelf tools and then re
combining<00:26:15.200><c> them</c>

00:26:15.750 --> 00:26:15.760 align:start position:0%
combining them
 

00:26:15.760 --> 00:26:18.149 align:start position:0%
combining them
and<00:26:15.919><c> so</c><00:26:16.320><c> at</c><00:26:16.400><c> that</c><00:26:16.640><c> time</c><00:26:17.120><c> you</c><00:26:17.200><c> know</c><00:26:17.440><c> having</c><00:26:17.919><c> high</c>

00:26:18.149 --> 00:26:18.159 align:start position:0%
and so at that time you know having high
 

00:26:18.159 --> 00:26:20.390 align:start position:0%
and so at that time you know having high
speed<00:26:18.640><c> video</c><00:26:19.120><c> was</c><00:26:19.360><c> just</c>

00:26:20.390 --> 00:26:20.400 align:start position:0%
speed video was just
 

00:26:20.400 --> 00:26:22.470 align:start position:0%
speed video was just
not<00:26:20.640><c> practical</c><00:26:21.360><c> there</c><00:26:21.520><c> was</c><00:26:21.679><c> no</c><00:26:21.840><c> wireless</c><00:26:22.320><c> when</c>

00:26:22.470 --> 00:26:22.480 align:start position:0%
not practical there was no wireless when
 

00:26:22.480 --> 00:26:23.909 align:start position:0%
not practical there was no wireless when
we<00:26:22.559><c> were</c><00:26:22.640><c> doing</c><00:26:22.880><c> our</c><00:26:23.039><c> experiments</c><00:26:23.520><c> in</c><00:26:23.600><c> the</c>

00:26:23.909 --> 00:26:23.919 align:start position:0%
we were doing our experiments in the
 

00:26:23.919 --> 00:26:25.190 align:start position:0%
we were doing our experiments in the
around<00:26:24.240><c> 2000</c>

00:26:25.190 --> 00:26:25.200 align:start position:0%
around 2000
 

00:26:25.200 --> 00:26:27.590 align:start position:0%
around 2000
so<00:26:25.520><c> like</c><00:26:25.760><c> wi-fi</c><00:26:26.240><c> was</c><00:26:26.320><c> just</c><00:26:27.120><c> it</c><00:26:27.360><c> wasn't</c>

00:26:27.590 --> 00:26:27.600 align:start position:0%
so like wi-fi was just it wasn't
 

00:26:27.600 --> 00:26:28.950 align:start position:0%
so like wi-fi was just it wasn't
commonplace

00:26:28.950 --> 00:26:28.960 align:start position:0%
commonplace
 

00:26:28.960 --> 00:26:31.430 align:start position:0%
commonplace
now<00:26:29.760><c> it's</c><00:26:30.320><c> there</c><00:26:30.559><c> a</c><00:26:30.640><c> lot</c><00:26:30.799><c> of</c><00:26:30.880><c> the</c><00:26:30.960><c> tools</c><00:26:31.279><c> are</c>

00:26:31.430 --> 00:26:31.440 align:start position:0%
now it's there a lot of the tools are
 

00:26:31.440 --> 00:26:32.149 align:start position:0%
now it's there a lot of the tools are
much<00:26:31.679><c> better</c>

00:26:32.149 --> 00:26:32.159 align:start position:0%
much better
 

00:26:32.159 --> 00:26:35.669 align:start position:0%
much better
and<00:26:32.559><c> as</c><00:26:32.720><c> you</c><00:26:32.799><c> know</c><00:26:32.960><c> the</c><00:26:34.159><c> the</c><00:26:34.320><c> g4</c>

00:26:35.669 --> 00:26:35.679 align:start position:0%
and as you know the the g4
 

00:26:35.679 --> 00:26:38.710 align:start position:0%
and as you know the the g4
with<00:26:35.919><c> the</c><00:26:36.000><c> iphone</c><00:26:36.640><c> gives</c><00:26:36.960><c> you</c><00:26:37.679><c> really</c><00:26:38.320><c> very</c>

00:26:38.710 --> 00:26:38.720 align:start position:0%
with the iphone gives you really very
 

00:26:38.720 --> 00:26:42.070 align:start position:0%
with the iphone gives you really very
very<00:26:39.200><c> respectable</c><00:26:40.320><c> um</c>

00:26:42.070 --> 00:26:42.080 align:start position:0%
very respectable um
 

00:26:42.080 --> 00:26:44.549 align:start position:0%
very respectable um
teleconferencing<00:26:43.039><c> video</c><00:26:43.520><c> teleconferencing</c>

00:26:44.549 --> 00:26:44.559 align:start position:0%
teleconferencing video teleconferencing
 

00:26:44.559 --> 00:26:46.070 align:start position:0%
teleconferencing video teleconferencing
so<00:26:44.960><c> it'd</c><00:26:45.120><c> be</c><00:26:45.279><c> interesting</c><00:26:45.600><c> to</c><00:26:45.679><c> try</c><00:26:45.840><c> and</c><00:26:45.919><c> do</c>

00:26:46.070 --> 00:26:46.080 align:start position:0%
so it'd be interesting to try and do
 

00:26:46.080 --> 00:26:47.909 align:start position:0%
so it'd be interesting to try and do
some<00:26:46.240><c> of</c><00:26:46.320><c> these</c><00:26:46.480><c> experiments</c><00:26:46.960><c> again</c>

00:26:47.909 --> 00:26:47.919 align:start position:0%
some of these experiments again
 

00:26:47.919 --> 00:26:50.710 align:start position:0%
some of these experiments again
and<00:26:48.080><c> see</c><00:26:48.480><c> but</c><00:26:49.279><c> the</c><00:26:49.600><c> idea</c><00:26:50.080><c> i</c><00:26:50.240><c> still</c><00:26:50.400><c> think</c><00:26:50.559><c> that</c>

00:26:50.710 --> 00:26:50.720 align:start position:0%
and see but the idea i still think that
 

00:26:50.720 --> 00:26:52.070 align:start position:0%
and see but the idea i still think that
the<00:26:50.880><c> idea</c><00:26:51.120><c> of</c><00:26:51.360><c> being</c><00:26:51.520><c> able</c><00:26:51.679><c> to</c>

00:26:52.070 --> 00:26:52.080 align:start position:0%
the idea of being able to
 

00:26:52.080 --> 00:26:55.029 align:start position:0%
the idea of being able to
navigate<00:26:52.640><c> to</c><00:26:52.880><c> essentially</c><00:26:53.760><c> be</c><00:26:54.320><c> present</c>

00:26:55.029 --> 00:26:55.039 align:start position:0%
navigate to essentially be present
 

00:26:55.039 --> 00:26:55.750 align:start position:0%
navigate to essentially be present
remotely

00:26:55.750 --> 00:26:55.760 align:start position:0%
remotely
 

00:26:55.760 --> 00:26:58.149 align:start position:0%
remotely
is<00:26:55.919><c> very</c><00:26:56.159><c> compelling</c><00:26:56.720><c> and</c><00:26:56.799><c> very</c><00:26:57.039><c> interesting</c>

00:26:58.149 --> 00:26:58.159 align:start position:0%
is very compelling and very interesting
 

00:26:58.159 --> 00:26:58.789 align:start position:0%
is very compelling and very interesting
what<00:26:58.320><c> do</c><00:26:58.400><c> you</c><00:26:58.480><c> think</c>

00:26:58.789 --> 00:26:58.799 align:start position:0%
what do you think
 

00:26:58.799 --> 00:27:00.789 align:start position:0%
what do you think
some<00:26:58.960><c> of</c><00:26:59.120><c> the</c><00:26:59.279><c> ways</c><00:26:59.679><c> to</c><00:26:59.919><c> achieve</c><00:27:00.320><c> that</c><00:27:00.559><c> would</c>

00:27:00.789 --> 00:27:00.799 align:start position:0%
some of the ways to achieve that would
 

00:27:00.799 --> 00:27:02.789 align:start position:0%
some of the ways to achieve that would
be<00:27:01.200><c> so</c><00:27:01.679><c> i</c><00:27:01.840><c> mean</c><00:27:02.080><c> for</c><00:27:02.159><c> example</c><00:27:02.480><c> in</c><00:27:02.640><c> your</c>

00:27:02.789 --> 00:27:02.799 align:start position:0%
be so i mean for example in your
 

00:27:02.799 --> 00:27:03.750 align:start position:0%
be so i mean for example in your
telegram

00:27:03.750 --> 00:27:03.760 align:start position:0%
telegram
 

00:27:03.760 --> 00:27:04.789 align:start position:0%
telegram
you<00:27:03.919><c> know</c><00:27:04.000><c> one</c><00:27:04.159><c> of</c><00:27:04.240><c> the</c><00:27:04.320><c> things</c><00:27:04.559><c> that</c><00:27:04.640><c> we</c>

00:27:04.789 --> 00:27:04.799 align:start position:0%
you know one of the things that we
 

00:27:04.799 --> 00:27:06.070 align:start position:0%
you know one of the things that we
talked<00:27:05.039><c> about</c><00:27:05.279><c> is</c><00:27:05.360><c> that</c><00:27:05.440><c> you</c><00:27:05.600><c> were</c><00:27:05.760><c> very</c>

00:27:06.070 --> 00:27:06.080 align:start position:0%
talked about is that you were very
 

00:27:06.080 --> 00:27:07.750 align:start position:0%
talked about is that you were very
embodied<00:27:06.480><c> in</c><00:27:06.559><c> your</c><00:27:06.720><c> life</c><00:27:07.039><c> you</c><00:27:07.200><c> were</c><00:27:07.279><c> obviously</c>

00:27:07.750 --> 00:27:07.760 align:start position:0%
embodied in your life you were obviously
 

00:27:07.760 --> 00:27:09.590 align:start position:0%
embodied in your life you were obviously
constantly<00:27:08.400><c> interacting</c><00:27:08.960><c> with</c><00:27:09.200><c> the</c><00:27:09.279><c> system</c>

00:27:09.590 --> 00:27:09.600 align:start position:0%
constantly interacting with the system
 

00:27:09.600 --> 00:27:11.830 align:start position:0%
constantly interacting with the system
and<00:27:09.679><c> the</c><00:27:09.840><c> system</c><00:27:10.159><c> was</c><00:27:10.400><c> reacting</c><00:27:10.960><c> to</c><00:27:11.120><c> you</c><00:27:11.279><c> yeah</c>

00:27:11.830 --> 00:27:11.840 align:start position:0%
and the system was reacting to you yeah
 

00:27:11.840 --> 00:27:13.990 align:start position:0%
and the system was reacting to you yeah
and<00:27:12.000><c> so</c><00:27:12.240><c> how</c><00:27:12.480><c> reactive</c><00:27:13.039><c> was</c><00:27:13.279><c> the</c><00:27:13.440><c> system</c><00:27:13.840><c> to</c>

00:27:13.990 --> 00:27:14.000 align:start position:0%
and so how reactive was the system to
 

00:27:14.000 --> 00:27:15.750 align:start position:0%
and so how reactive was the system to
the<00:27:14.400><c> users</c>

00:27:15.750 --> 00:27:15.760 align:start position:0%
the users
 

00:27:15.760 --> 00:27:17.190 align:start position:0%
the users
when<00:27:16.000><c> they</c><00:27:16.159><c> were</c><00:27:16.400><c> i</c><00:27:16.480><c> mean</c><00:27:16.640><c> could</c><00:27:16.880><c> you</c><00:27:16.960><c> see</c>

00:27:17.190 --> 00:27:17.200 align:start position:0%
when they were i mean could you see
 

00:27:17.200 --> 00:27:19.190 align:start position:0%
when they were i mean could you see
yourself<00:27:18.080><c> around</c>

00:27:19.190 --> 00:27:19.200 align:start position:0%
yourself around
 

00:27:19.200 --> 00:27:20.789 align:start position:0%
yourself around
right<00:27:19.440><c> yeah</c><00:27:19.679><c> you</c><00:27:19.760><c> could</c><00:27:20.320><c> one</c><00:27:20.480><c> of</c><00:27:20.559><c> the</c><00:27:20.640><c> things</c>

00:27:20.789 --> 00:27:20.799 align:start position:0%
right yeah you could one of the things
 

00:27:20.799 --> 00:27:22.789 align:start position:0%
right yeah you could one of the things
that<00:27:20.960><c> you're</c><00:27:21.120><c> getting</c><00:27:21.360><c> at</c><00:27:21.520><c> is</c><00:27:21.760><c> um</c>

00:27:22.789 --> 00:27:22.799 align:start position:0%
that you're getting at is um
 

00:27:22.799 --> 00:27:24.549 align:start position:0%
that you're getting at is um
we<00:27:23.279><c> were</c><00:27:23.679><c> very</c><00:27:23.840><c> interested</c><00:27:24.080><c> in</c><00:27:24.159><c> how</c><00:27:24.320><c> the</c>

00:27:24.549 --> 00:27:24.559 align:start position:0%
we were very interested in how the
 

00:27:24.559 --> 00:27:25.909 align:start position:0%
we were very interested in how the
people<00:27:24.960><c> how</c><00:27:25.200><c> people</c><00:27:25.520><c> were</c>

00:27:25.909 --> 00:27:25.919 align:start position:0%
people how people were
 

00:27:25.919 --> 00:27:28.070 align:start position:0%
people how people were
responding<00:27:26.480><c> it</c><00:27:26.559><c> was</c><00:27:26.720><c> the</c><00:27:27.520><c> in</c><00:27:27.600><c> a</c><00:27:27.679><c> way</c><00:27:27.840><c> the</c>

00:27:28.070 --> 00:27:28.080 align:start position:0%
responding it was the in a way the
 

00:27:28.080 --> 00:27:28.950 align:start position:0%
responding it was the in a way the
social<00:27:28.480><c> network</c>

00:27:28.950 --> 00:27:28.960 align:start position:0%
social network
 

00:27:28.960 --> 00:27:30.389 align:start position:0%
social network
was<00:27:29.279><c> almost</c><00:27:29.600><c> more</c><00:27:29.840><c> interesting</c><00:27:30.159><c> than</c><00:27:30.320><c> what</c>

00:27:30.389 --> 00:27:30.399 align:start position:0%
was almost more interesting than what
 

00:27:30.399 --> 00:27:32.830 align:start position:0%
was almost more interesting than what
was<00:27:30.559><c> going</c><00:27:30.720><c> on</c><00:27:30.880><c> at</c><00:27:31.039><c> the</c><00:27:31.120><c> robot</c><00:27:31.760><c> they</c><00:27:31.919><c> were</c>

00:27:32.830 --> 00:27:32.840 align:start position:0%
was going on at the robot they were
 

00:27:32.840 --> 00:27:34.070 align:start position:0%
was going on at the robot they were
interacting

00:27:34.070 --> 00:27:34.080 align:start position:0%
interacting
 

00:27:34.080 --> 00:27:37.190 align:start position:0%
interacting
with<00:27:34.399><c> each</c><00:27:34.640><c> other</c><00:27:35.039><c> through</c><00:27:35.360><c> the</c><00:27:35.520><c> robot</c><00:27:36.399><c> so</c>

00:27:37.190 --> 00:27:37.200 align:start position:0%
with each other through the robot so
 

00:27:37.200 --> 00:27:38.710 align:start position:0%
with each other through the robot so
the<00:27:37.360><c> robot</c><00:27:37.679><c> system</c><00:27:38.000><c> had</c><00:27:38.080><c> to</c><00:27:38.159><c> be</c><00:27:38.320><c> designed</c><00:27:38.640><c> in</c>

00:27:38.710 --> 00:27:38.720 align:start position:0%
the robot system had to be designed in
 

00:27:38.720 --> 00:27:40.789 align:start position:0%
the robot system had to be designed in
certain<00:27:38.960><c> ways</c><00:27:39.200><c> that</c><00:27:39.279><c> was</c>

00:27:40.789 --> 00:27:40.799 align:start position:0%
certain ways that was
 

00:27:40.799 --> 00:27:43.029 align:start position:0%
certain ways that was
that<00:27:41.120><c> that</c><00:27:41.600><c> that</c><00:27:41.760><c> was</c><00:27:42.000><c> compelling</c><00:27:42.480><c> for</c><00:27:42.640><c> them</c>

00:27:43.029 --> 00:27:43.039 align:start position:0%
that that that was compelling for them
 

00:27:43.039 --> 00:27:44.310 align:start position:0%
that that that was compelling for them
and<00:27:43.200><c> kind</c><00:27:43.360><c> of</c>

00:27:44.310 --> 00:27:44.320 align:start position:0%
and kind of
 

00:27:44.320 --> 00:27:47.110 align:start position:0%
and kind of
i<00:27:44.480><c> would</c><00:27:44.640><c> say</c><00:27:45.679><c> realistically</c><00:27:46.399><c> reflected</c><00:27:46.960><c> what</c>

00:27:47.110 --> 00:27:47.120 align:start position:0%
i would say realistically reflected what
 

00:27:47.120 --> 00:27:48.070 align:start position:0%
i would say realistically reflected what
they<00:27:47.279><c> were</c><00:27:47.520><c> doing</c>

00:27:48.070 --> 00:27:48.080 align:start position:0%
they were doing
 

00:27:48.080 --> 00:27:50.470 align:start position:0%
they were doing
so<00:27:48.240><c> that</c><00:27:48.960><c> they'd</c><00:27:49.200><c> want</c><00:27:49.360><c> to</c><00:27:49.440><c> spend</c><00:27:49.679><c> time</c><00:27:49.919><c> there</c>

00:27:50.470 --> 00:27:50.480 align:start position:0%
so that they'd want to spend time there
 

00:27:50.480 --> 00:27:52.389 align:start position:0%
so that they'd want to spend time there
but<00:27:50.960><c> their</c><00:27:51.200><c> interactions</c><00:27:51.760><c> with</c><00:27:51.919><c> each</c><00:27:52.080><c> other</c>

00:27:52.389 --> 00:27:52.399 align:start position:0%
but their interactions with each other
 

00:27:52.399 --> 00:27:54.470 align:start position:0%
but their interactions with each other
was<00:27:52.640><c> really</c><00:27:53.039><c> interesting</c><00:27:53.440><c> so</c><00:27:53.679><c> we</c><00:27:53.919><c> developed</c><00:27:54.399><c> a</c>

00:27:54.470 --> 00:27:54.480 align:start position:0%
was really interesting so we developed a
 

00:27:54.480 --> 00:27:55.029 align:start position:0%
was really interesting so we developed a
robot

00:27:55.029 --> 00:27:55.039 align:start position:0%
robot
 

00:27:55.039 --> 00:27:58.230 align:start position:0%
robot
system<00:27:56.240><c> this</c><00:27:56.399><c> was</c><00:27:56.559><c> with</c><00:27:56.720><c> eric</c><00:27:57.039><c> paulos</c>

00:27:58.230 --> 00:27:58.240 align:start position:0%
system this was with eric paulos
 

00:27:58.240 --> 00:28:01.669 align:start position:0%
system this was with eric paulos
and<00:27:59.600><c> john</c><00:28:00.000><c> canny</c><00:28:00.399><c> and</c><00:28:00.880><c> a</c><00:28:00.960><c> few</c><00:28:01.120><c> others</c><00:28:01.360><c> that</c><00:28:01.440><c> we</c>

00:28:01.669 --> 00:28:01.679 align:start position:0%
and john canny and a few others that we
 

00:28:01.679 --> 00:28:03.269 align:start position:0%
and john canny and a few others that we
called<00:28:01.840><c> the</c><00:28:02.000><c> tele</c><00:28:02.320><c> actor</c>

00:28:03.269 --> 00:28:03.279 align:start position:0%
called the tele actor
 

00:28:03.279 --> 00:28:05.669 align:start position:0%
called the tele actor
and<00:28:03.440><c> here</c><00:28:03.760><c> the</c><00:28:03.840><c> idea</c><00:28:04.080><c> was</c><00:28:04.240><c> we</c><00:28:04.399><c> wanted</c><00:28:04.720><c> to</c><00:28:05.440><c> put</c>

00:28:05.669 --> 00:28:05.679 align:start position:0%
and here the idea was we wanted to put
 

00:28:05.679 --> 00:28:07.269 align:start position:0%
and here the idea was we wanted to put
robots<00:28:06.159><c> into</c><00:28:06.399><c> much</c><00:28:06.559><c> more</c><00:28:06.720><c> complicated</c>

00:28:07.269 --> 00:28:07.279 align:start position:0%
robots into much more complicated
 

00:28:07.279 --> 00:28:08.549 align:start position:0%
robots into much more complicated
environments<00:28:07.679><c> in</c><00:28:07.760><c> other</c><00:28:07.919><c> words</c><00:28:08.240><c> we</c><00:28:08.399><c> would</c>

00:28:08.549 --> 00:28:08.559 align:start position:0%
environments in other words we would
 

00:28:08.559 --> 00:28:09.990 align:start position:0%
environments in other words we would
think<00:28:08.720><c> of</c><00:28:08.799><c> this</c><00:28:08.960><c> evolution</c><00:28:09.440><c> we</c><00:28:09.600><c> started</c><00:28:09.840><c> with</c>

00:28:09.990 --> 00:28:10.000 align:start position:0%
think of this evolution we started with
 

00:28:10.000 --> 00:28:11.430 align:start position:0%
think of this evolution we started with
digging<00:28:10.320><c> in</c><00:28:10.399><c> the</c><00:28:10.559><c> sand</c><00:28:10.799><c> which</c><00:28:10.960><c> was</c><00:28:11.120><c> like</c>

00:28:11.430 --> 00:28:11.440 align:start position:0%
digging in the sand which was like
 

00:28:11.440 --> 00:28:13.110 align:start position:0%
digging in the sand which was like
hunting<00:28:11.919><c> gathering</c><00:28:12.320><c> and</c><00:28:12.399><c> then</c><00:28:12.559><c> we</c><00:28:12.640><c> moved</c><00:28:12.880><c> into</c>

00:28:13.110 --> 00:28:13.120 align:start position:0%
hunting gathering and then we moved into
 

00:28:13.120 --> 00:28:14.630 align:start position:0%
hunting gathering and then we moved into
agriculture<00:28:13.679><c> with</c><00:28:13.840><c> the</c><00:28:13.919><c> telegarden</c><00:28:14.399><c> and</c><00:28:14.480><c> then</c>

00:28:14.630 --> 00:28:14.640 align:start position:0%
agriculture with the telegarden and then
 

00:28:14.640 --> 00:28:16.149 align:start position:0%
agriculture with the telegarden and then
we<00:28:14.720><c> wanted</c><00:28:14.880><c> to</c><00:28:14.960><c> go</c><00:28:15.120><c> to</c><00:28:15.200><c> a</c><00:28:15.279><c> social</c><00:28:15.679><c> environment</c>

00:28:16.149 --> 00:28:16.159 align:start position:0%
we wanted to go to a social environment
 

00:28:16.159 --> 00:28:17.669 align:start position:0%
we wanted to go to a social environment
like<00:28:16.320><c> we</c><00:28:16.480><c> wanted</c><00:28:16.799><c> to</c><00:28:16.960><c> bring</c><00:28:17.279><c> rope</c>

00:28:17.669 --> 00:28:17.679 align:start position:0%
like we wanted to bring rope
 

00:28:17.679 --> 00:28:20.630 align:start position:0%
like we wanted to bring rope
these<00:28:18.320><c> robot</c><00:28:18.720><c> systems</c><00:28:19.039><c> into</c><00:28:19.279><c> like</c><00:28:20.000><c> a</c><00:28:20.159><c> cocktail</c>

00:28:20.630 --> 00:28:20.640 align:start position:0%
these robot systems into like a cocktail
 

00:28:20.640 --> 00:28:22.710 align:start position:0%
these robot systems into like a cocktail
party<00:28:21.039><c> or</c><00:28:21.200><c> an</c><00:28:21.360><c> art</c><00:28:21.600><c> opening</c><00:28:22.080><c> and</c><00:28:22.320><c> all</c><00:28:22.480><c> kinds</c><00:28:22.640><c> of</c>

00:28:22.710 --> 00:28:22.720 align:start position:0%
party or an art opening and all kinds of
 

00:28:22.720 --> 00:28:24.310 align:start position:0%
party or an art opening and all kinds of
things<00:28:22.960><c> like</c><00:28:23.039><c> that</c><00:28:23.279><c> so</c>

00:28:24.310 --> 00:28:24.320 align:start position:0%
things like that so
 

00:28:24.320 --> 00:28:25.909 align:start position:0%
things like that so
we<00:28:24.399><c> were</c><00:28:24.559><c> gonna</c><00:28:25.120><c> we</c><00:28:25.279><c> looked</c><00:28:25.520><c> around</c><00:28:25.760><c> and</c><00:28:25.840><c> the</c>

00:28:25.909 --> 00:28:25.919 align:start position:0%
we were gonna we looked around and the
 

00:28:25.919 --> 00:28:28.149 align:start position:0%
we were gonna we looked around and the
robots<00:28:27.039><c> at</c><00:28:27.120><c> that</c><00:28:27.279><c> time</c><00:28:27.520><c> at</c><00:28:27.600><c> least</c><00:28:27.840><c> were</c>

00:28:28.149 --> 00:28:28.159 align:start position:0%
robots at that time at least were
 

00:28:28.159 --> 00:28:31.190 align:start position:0%
robots at that time at least were
just<00:28:28.399><c> not</c><00:28:29.360><c> reliable</c><00:28:29.919><c> enough</c><00:28:30.559><c> and</c>

00:28:31.190 --> 00:28:31.200 align:start position:0%
just not reliable enough and
 

00:28:31.200 --> 00:28:33.430 align:start position:0%
just not reliable enough and
they<00:28:31.360><c> were</c><00:28:31.440><c> just</c><00:28:31.600><c> too</c><00:28:31.760><c> clunky</c><00:28:32.559><c> so</c><00:28:32.720><c> we</c><00:28:33.200><c> said</c>

00:28:33.430 --> 00:28:33.440 align:start position:0%
they were just too clunky so we said
 

00:28:33.440 --> 00:28:34.870 align:start position:0%
they were just too clunky so we said
well<00:28:33.840><c> listen</c><00:28:34.159><c> we're</c><00:28:34.320><c> not</c><00:28:34.480><c> so</c>

00:28:34.870 --> 00:28:34.880 align:start position:0%
well listen we're not so
 

00:28:34.880 --> 00:28:36.310 align:start position:0%
well listen we're not so
concerned<00:28:35.279><c> about</c><00:28:35.440><c> that</c><00:28:35.600><c> why</c><00:28:35.760><c> don't</c><00:28:35.919><c> we</c><00:28:36.080><c> just</c>

00:28:36.310 --> 00:28:36.320 align:start position:0%
concerned about that why don't we just
 

00:28:36.320 --> 00:28:38.950 align:start position:0%
concerned about that why don't we just
finesse<00:28:36.720><c> that</c><00:28:36.960><c> question</c><00:28:37.440><c> and</c><00:28:37.760><c> we'll</c><00:28:38.080><c> replace</c>

00:28:38.950 --> 00:28:38.960 align:start position:0%
finesse that question and we'll replace
 

00:28:38.960 --> 00:28:40.549 align:start position:0%
finesse that question and we'll replace
in<00:28:39.120><c> this</c><00:28:39.200><c> case</c><00:28:39.679><c> you</c><00:28:39.760><c> know</c><00:28:39.919><c> robots</c><00:28:40.320><c> have</c><00:28:40.399><c> been</c>

00:28:40.549 --> 00:28:40.559 align:start position:0%
in this case you know robots have been
 

00:28:40.559 --> 00:28:42.789 align:start position:0%
in this case you know robots have been
replacing<00:28:40.880><c> humans</c><00:28:41.200><c> we'll</c><00:28:41.360><c> replace</c><00:28:41.760><c> the</c>

00:28:42.789 --> 00:28:42.799 align:start position:0%
replacing humans we'll replace the
 

00:28:42.799 --> 00:28:45.190 align:start position:0%
replacing humans we'll replace the
robot<00:28:43.200><c> with</c><00:28:43.360><c> a</c><00:28:43.520><c> human</c><00:28:44.480><c> and</c><00:28:44.640><c> so</c><00:28:44.799><c> we</c><00:28:44.880><c> have</c><00:28:45.039><c> a</c>

00:28:45.190 --> 00:28:45.200 align:start position:0%
robot with a human and so we have a
 

00:28:45.200 --> 00:28:45.909 align:start position:0%
robot with a human and so we have a
person

00:28:45.909 --> 00:28:45.919 align:start position:0%
person
 

00:28:45.919 --> 00:28:49.110 align:start position:0%
person
who<00:28:46.159><c> puts</c><00:28:46.399><c> on</c><00:28:46.720><c> these</c><00:28:47.200><c> helmet</c><00:28:47.679><c> and</c><00:28:47.919><c> goggles</c><00:28:48.480><c> and</c>

00:28:49.110 --> 00:28:49.120 align:start position:0%
who puts on these helmet and goggles and
 

00:28:49.120 --> 00:28:52.149 align:start position:0%
who puts on these helmet and goggles and
um<00:28:50.399><c> basically</c><00:28:50.880><c> and</c><00:28:50.960><c> then</c><00:28:51.600><c> every</c><00:28:51.919><c> if</c>

00:28:52.149 --> 00:28:52.159 align:start position:0%
um basically and then every if
 

00:28:52.159 --> 00:28:53.830 align:start position:0%
um basically and then every if
all<00:28:52.240><c> the</c><00:28:52.320><c> information</c><00:28:52.720><c> is</c><00:28:52.880><c> transmitted</c><00:28:53.440><c> back</c>

00:28:53.830 --> 00:28:53.840 align:start position:0%
all the information is transmitted back
 

00:28:53.840 --> 00:28:55.190 align:start position:0%
all the information is transmitted back
to<00:28:54.320><c> a</c>

00:28:55.190 --> 00:28:55.200 align:start position:0%
to a
 

00:28:55.200 --> 00:28:57.909 align:start position:0%
to a
uh<00:28:56.080><c> back</c><00:28:56.399><c> to</c><00:28:56.960><c> the</c><00:28:57.120><c> net</c><00:28:57.360><c> and</c><00:28:57.440><c> so</c><00:28:57.679><c> people</c>

00:28:57.909 --> 00:28:57.919 align:start position:0%
uh back to the net and so people
 

00:28:57.919 --> 00:28:59.350 align:start position:0%
uh back to the net and so people
anywhere<00:28:58.159><c> in</c><00:28:58.240><c> the</c><00:28:58.320><c> world</c><00:28:58.559><c> can</c><00:28:58.720><c> observe</c><00:28:59.039><c> what's</c>

00:28:59.350 --> 00:28:59.360 align:start position:0%
anywhere in the world can observe what's
 

00:28:59.360 --> 00:29:00.149 align:start position:0%
anywhere in the world can observe what's
going<00:28:59.600><c> on</c>

00:29:00.149 --> 00:29:00.159 align:start position:0%
going on
 

00:29:00.159 --> 00:29:01.909 align:start position:0%
going on
and<00:29:00.320><c> then</c><00:29:00.480><c> the</c><00:29:00.640><c> key</c><00:29:00.880><c> idea</c><00:29:01.200><c> was</c><00:29:01.760><c> was</c>

00:29:01.909 --> 00:29:01.919 align:start position:0%
and then the key idea was was
 

00:29:01.919 --> 00:29:03.669 align:start position:0%
and then the key idea was was
collaborative<00:29:02.559><c> tele</c><00:29:02.799><c> operation</c><00:29:03.279><c> so</c><00:29:03.440><c> you</c><00:29:03.520><c> had</c>

00:29:03.669 --> 00:29:03.679 align:start position:0%
collaborative tele operation so you had
 

00:29:03.679 --> 00:29:05.510 align:start position:0%
collaborative tele operation so you had
many<00:29:03.919><c> people</c>

00:29:05.510 --> 00:29:05.520 align:start position:0%
many people
 

00:29:05.520 --> 00:29:08.070 align:start position:0%
many people
basically<00:29:06.559><c> providing</c><00:29:07.120><c> input</c><00:29:07.760><c> basically</c>

00:29:08.070 --> 00:29:08.080 align:start position:0%
basically providing input basically
 

00:29:08.080 --> 00:29:09.590 align:start position:0%
basically providing input basically
where<00:29:08.240><c> they</c><00:29:08.399><c> wanted</c><00:29:08.640><c> to</c><00:29:08.799><c> go</c><00:29:09.039><c> and</c><00:29:09.200><c> other</c><00:29:09.360><c> things</c>

00:29:09.590 --> 00:29:09.600 align:start position:0%
where they wanted to go and other things
 

00:29:09.600 --> 00:29:11.110 align:start position:0%
where they wanted to go and other things
by<00:29:09.760><c> indicating</c><00:29:10.240><c> with</c>

00:29:11.110 --> 00:29:11.120 align:start position:0%
by indicating with
 

00:29:11.120 --> 00:29:12.950 align:start position:0%
by indicating with
markers<00:29:11.520><c> on</c><00:29:11.600><c> the</c><00:29:11.760><c> screen</c><00:29:12.399><c> and</c><00:29:12.480><c> then</c><00:29:12.640><c> all</c><00:29:12.799><c> this</c>

00:29:12.950 --> 00:29:12.960 align:start position:0%
markers on the screen and then all this
 

00:29:12.960 --> 00:29:14.389 align:start position:0%
markers on the screen and then all this
information<00:29:13.360><c> would</c><00:29:13.440><c> come</c><00:29:13.600><c> down</c><00:29:13.760><c> to</c><00:29:13.919><c> the</c><00:29:14.080><c> tele</c>

00:29:14.389 --> 00:29:14.399 align:start position:0%
information would come down to the tele
 

00:29:14.399 --> 00:29:15.029 align:start position:0%
information would come down to the tele
actor

00:29:15.029 --> 00:29:15.039 align:start position:0%
actor
 

00:29:15.039 --> 00:29:17.269 align:start position:0%
actor
who<00:29:15.200><c> was</c><00:29:15.360><c> at</c><00:29:15.440><c> the</c><00:29:15.600><c> art</c><00:29:15.760><c> opening</c><00:29:16.640><c> or</c><00:29:16.799><c> the</c>

00:29:17.269 --> 00:29:17.279 align:start position:0%
who was at the art opening or the
 

00:29:17.279 --> 00:29:18.230 align:start position:0%
who was at the art opening or the
cocktail<00:29:17.679><c> party</c><00:29:18.000><c> or</c>

00:29:18.230 --> 00:29:18.240 align:start position:0%
cocktail party or
 

00:29:18.240 --> 00:29:19.909 align:start position:0%
cocktail party or
at<00:29:18.399><c> one</c><00:29:18.559><c> point</c><00:29:18.720><c> we</c><00:29:18.880><c> said</c><00:29:19.039><c> let's</c><00:29:19.440><c> we</c><00:29:19.600><c> wanted</c><00:29:19.840><c> to</c>

00:29:19.909 --> 00:29:19.919 align:start position:0%
at one point we said let's we wanted to
 

00:29:19.919 --> 00:29:21.750 align:start position:0%
at one point we said let's we wanted to
be<00:29:20.000><c> invited</c><00:29:20.320><c> to</c><00:29:20.480><c> a</c><00:29:21.120><c> dinner</c><00:29:21.360><c> at</c><00:29:21.440><c> the</c><00:29:21.520><c> white</c>

00:29:21.750 --> 00:29:21.760 align:start position:0%
be invited to a dinner at the white
 

00:29:21.760 --> 00:29:22.470 align:start position:0%
be invited to a dinner at the white
house

00:29:22.470 --> 00:29:22.480 align:start position:0%
house
 

00:29:22.480 --> 00:29:25.830 align:start position:0%
house
right<00:29:23.679><c> and</c><00:29:23.840><c> then</c><00:29:24.320><c> she</c><00:29:24.640><c> or</c><00:29:24.799><c> he</c><00:29:25.039><c> would</c><00:29:25.440><c> would</c><00:29:25.600><c> see</c>

00:29:25.830 --> 00:29:25.840 align:start position:0%
right and then she or he would would see
 

00:29:25.840 --> 00:29:27.510 align:start position:0%
right and then she or he would would see
a<00:29:25.919><c> display</c><00:29:26.320><c> and</c><00:29:26.399><c> then</c><00:29:26.640><c> make</c><00:29:26.799><c> a</c><00:29:26.880><c> judgment</c><00:29:27.279><c> call</c>

00:29:27.510 --> 00:29:27.520 align:start position:0%
a display and then make a judgment call
 

00:29:27.520 --> 00:29:27.909 align:start position:0%
a display and then make a judgment call
about

00:29:27.909 --> 00:29:27.919 align:start position:0%
about
 

00:29:27.919 --> 00:29:30.710 align:start position:0%
about
what<00:29:28.080><c> the</c><00:29:28.320><c> group</c><00:29:28.720><c> wants</c><00:29:28.960><c> me</c><00:29:29.120><c> to</c><00:29:29.279><c> do</c><00:29:30.240><c> and</c><00:29:30.559><c> and</c>

00:29:30.710 --> 00:29:30.720 align:start position:0%
what the group wants me to do and and
 

00:29:30.720 --> 00:29:32.310 align:start position:0%
what the group wants me to do and and
the<00:29:30.880><c> idea</c><00:29:31.120><c> was</c><00:29:31.279><c> that</c><00:29:31.360><c> this</c><00:29:31.600><c> the</c><00:29:31.760><c> rope</c><00:29:32.000><c> that</c><00:29:32.159><c> the</c>

00:29:32.310 --> 00:29:32.320 align:start position:0%
the idea was that this the rope that the
 

00:29:32.320 --> 00:29:34.230 align:start position:0%
the idea was that this the rope that the
tele<00:29:32.559><c> actor</c><00:29:32.880><c> is</c><00:29:32.960><c> not</c><00:29:33.120><c> a</c><00:29:33.440><c> slave</c>

00:29:34.230 --> 00:29:34.240 align:start position:0%
tele actor is not a slave
 

00:29:34.240 --> 00:29:35.909 align:start position:0%
tele actor is not a slave
you<00:29:34.320><c> know</c><00:29:34.559><c> they're</c><00:29:34.720><c> not</c><00:29:34.880><c> just</c><00:29:35.440><c> following</c>

00:29:35.909 --> 00:29:35.919 align:start position:0%
you know they're not just following
 

00:29:35.919 --> 00:29:38.389 align:start position:0%
you know they're not just following
orders<00:29:37.039><c> um</c>

00:29:38.389 --> 00:29:38.399 align:start position:0%
orders um
 

00:29:38.399 --> 00:29:40.789 align:start position:0%
orders um
yeah<00:29:38.559><c> we</c><00:29:38.720><c> were</c><00:29:39.600><c> that's</c><00:29:39.840><c> a</c><00:29:39.919><c> whole</c><00:29:40.159><c> other</c><00:29:40.480><c> story</c>

00:29:40.789 --> 00:29:40.799 align:start position:0%
yeah we were that's a whole other story
 

00:29:40.799 --> 00:29:41.430 align:start position:0%
yeah we were that's a whole other story
but

00:29:41.430 --> 00:29:41.440 align:start position:0%
but
 

00:29:41.440 --> 00:29:43.510 align:start position:0%
but
it<00:29:41.520><c> was</c><00:29:41.760><c> about</c><00:29:42.399><c> the</c><00:29:42.559><c> italian</c><00:29:42.960><c> actor</c><00:29:43.200><c> like</c><00:29:43.360><c> an</c>

00:29:43.510 --> 00:29:43.520 align:start position:0%
it was about the italian actor like an
 

00:29:43.520 --> 00:29:45.110 align:start position:0%
it was about the italian actor like an
actor<00:29:43.840><c> taking</c><00:29:44.080><c> direction</c>

00:29:45.110 --> 00:29:45.120 align:start position:0%
actor taking direction
 

00:29:45.120 --> 00:29:47.029 align:start position:0%
actor taking direction
but<00:29:45.279><c> then</c><00:29:45.760><c> obviously</c><00:29:46.080><c> having</c><00:29:46.320><c> to</c><00:29:46.480><c> improvise</c>

00:29:47.029 --> 00:29:47.039 align:start position:0%
but then obviously having to improvise
 

00:29:47.039 --> 00:29:49.510 align:start position:0%
but then obviously having to improvise
in<00:29:47.360><c> these</c><00:29:47.520><c> very</c><00:29:47.840><c> complex</c><00:29:48.240><c> situations</c>

00:29:49.510 --> 00:29:49.520 align:start position:0%
in these very complex situations
 

00:29:49.520 --> 00:29:51.750 align:start position:0%
in these very complex situations
so<00:29:49.760><c> we</c><00:29:49.840><c> did</c><00:29:50.000><c> that</c><00:29:50.159><c> for</c><00:29:50.720><c> we</c><00:29:50.880><c> had</c><00:29:50.960><c> an</c><00:29:51.120><c> msf</c><00:29:51.600><c> grant</c>

00:29:51.750 --> 00:29:51.760 align:start position:0%
so we did that for we had an msf grant
 

00:29:51.760 --> 00:29:53.269 align:start position:0%
so we did that for we had an msf grant
we<00:29:51.919><c> did</c><00:29:52.080><c> that</c><00:29:52.159><c> for</c><00:29:52.320><c> three</c><00:29:52.480><c> years</c><00:29:52.720><c> and</c><00:29:52.799><c> it</c><00:29:52.880><c> was</c><00:29:53.039><c> a</c>

00:29:53.269 --> 00:29:53.279 align:start position:0%
we did that for three years and it was a
 

00:29:53.279 --> 00:29:53.990 align:start position:0%
we did that for three years and it was a
very<00:29:53.679><c> fun</c>

00:29:53.990 --> 00:29:54.000 align:start position:0%
very fun
 

00:29:54.000 --> 00:29:57.029 align:start position:0%
very fun
project<00:29:55.279><c> we</c><00:29:55.440><c> took</c><00:29:55.679><c> it</c><00:29:56.159><c> out</c><00:29:56.320><c> into</c><00:29:56.480><c> all</c><00:29:56.640><c> kinds</c><00:29:56.880><c> of</c>

00:29:57.029 --> 00:29:57.039 align:start position:0%
project we took it out into all kinds of
 

00:29:57.039 --> 00:29:57.909 align:start position:0%
project we took it out into all kinds of
environments<00:29:57.679><c> and</c>

00:29:57.909 --> 00:29:57.919 align:start position:0%
environments and
 

00:29:57.919 --> 00:30:00.470 align:start position:0%
environments and
she<00:29:58.080><c> was</c><00:29:58.240><c> on</c><00:29:58.480><c> stage</c><00:29:58.720><c> at</c><00:29:58.799><c> the</c><00:29:59.279><c> opera</c><00:29:59.600><c> house</c><00:30:00.320><c> in</c>

00:30:00.470 --> 00:30:00.480 align:start position:0%
she was on stage at the opera house in
 

00:30:00.480 --> 00:30:01.830 align:start position:0%
she was on stage at the opera house in
san<00:30:00.640><c> francisco</c><00:30:01.120><c> at</c><00:30:01.200><c> one</c><00:30:01.440><c> point</c>

00:30:01.830 --> 00:30:01.840 align:start position:0%
san francisco at one point
 

00:30:01.840 --> 00:30:05.669 align:start position:0%
san francisco at one point
and<00:30:02.799><c> so</c><00:30:03.200><c> and</c><00:30:03.360><c> so</c><00:30:04.399><c> i</c><00:30:04.559><c> think</c><00:30:04.799><c> that</c><00:30:05.039><c> kind</c><00:30:05.200><c> of</c><00:30:05.360><c> thing</c>

00:30:05.669 --> 00:30:05.679 align:start position:0%
and so and so i think that kind of thing
 

00:30:05.679 --> 00:30:07.990 align:start position:0%
and so and so i think that kind of thing
could<00:30:06.480><c> i</c><00:30:06.640><c> still</c><00:30:06.880><c> think</c><00:30:07.039><c> that</c><00:30:07.279><c> could</c><00:30:07.440><c> be</c><00:30:07.840><c> could</c>

00:30:07.990 --> 00:30:08.000 align:start position:0%
could i still think that could be could
 

00:30:08.000 --> 00:30:09.430 align:start position:0%
could i still think that could be could
be<00:30:08.159><c> interesting</c><00:30:08.559><c> i</c><00:30:08.640><c> mean</c><00:30:08.799><c> how</c><00:30:08.960><c> often</c><00:30:09.200><c> do</c><00:30:09.360><c> you</c>

00:30:09.430 --> 00:30:09.440 align:start position:0%
be interesting i mean how often do you
 

00:30:09.440 --> 00:30:09.909 align:start position:0%
be interesting i mean how often do you
want<00:30:09.679><c> to</c>

00:30:09.909 --> 00:30:09.919 align:start position:0%
want to
 

00:30:09.919 --> 00:30:11.430 align:start position:0%
want to
there's<00:30:10.159><c> some</c><00:30:10.399><c> event</c><00:30:10.720><c> you're</c><00:30:11.039><c> you</c><00:30:11.200><c> have</c>

00:30:11.430 --> 00:30:11.440 align:start position:0%
there's some event you're you have
 

00:30:11.440 --> 00:30:13.269 align:start position:0%
there's some event you're you have
conflict<00:30:12.000><c> or</c><00:30:12.159><c> you</c><00:30:12.240><c> have</c><00:30:12.399><c> to</c><00:30:12.480><c> be</c><00:30:12.640><c> two</c><00:30:12.799><c> places</c><00:30:13.200><c> at</c>

00:30:13.269 --> 00:30:13.279 align:start position:0%
conflict or you have to be two places at
 

00:30:13.279 --> 00:30:14.470 align:start position:0%
conflict or you have to be two places at
once

00:30:14.470 --> 00:30:14.480 align:start position:0%
once
 

00:30:14.480 --> 00:30:16.470 align:start position:0%
once
but<00:30:14.640><c> if</c><00:30:14.720><c> you</c><00:30:14.880><c> could</c><00:30:15.600><c> you</c><00:30:15.679><c> know</c><00:30:15.919><c> imagine</c><00:30:16.240><c> that</c>

00:30:16.470 --> 00:30:16.480 align:start position:0%
but if you could you know imagine that
 

00:30:16.480 --> 00:30:17.750 align:start position:0%
but if you could you know imagine that
this<00:30:16.640><c> could</c><00:30:16.799><c> be</c><00:30:16.960><c> worked</c><00:30:17.200><c> out</c><00:30:17.440><c> and</c><00:30:17.600><c> if</c><00:30:17.679><c> you</c>

00:30:17.750 --> 00:30:17.760 align:start position:0%
this could be worked out and if you
 

00:30:17.760 --> 00:30:18.950 align:start position:0%
this could be worked out and if you
could<00:30:17.919><c> just</c><00:30:18.080><c> dial</c><00:30:18.399><c> in</c><00:30:18.559><c> and</c><00:30:18.720><c> you</c><00:30:18.799><c> could</c>

00:30:18.950 --> 00:30:18.960 align:start position:0%
could just dial in and you could
 

00:30:18.960 --> 00:30:21.029 align:start position:0%
could just dial in and you could
essentially<00:30:19.360><c> go</c><00:30:19.520><c> to</c><00:30:19.600><c> that</c><00:30:19.840><c> party</c><00:30:20.240><c> or</c><00:30:20.320><c> that</c>

00:30:21.029 --> 00:30:21.039 align:start position:0%
essentially go to that party or that
 

00:30:21.039 --> 00:30:23.110 align:start position:0%
essentially go to that party or that
other<00:30:21.279><c> event</c><00:30:21.600><c> and</c><00:30:21.679><c> really</c><00:30:22.240><c> not</c><00:30:22.480><c> just</c><00:30:22.799><c> watch</c><00:30:23.039><c> a</c>

00:30:23.110 --> 00:30:23.120 align:start position:0%
other event and really not just watch a
 

00:30:23.120 --> 00:30:24.950 align:start position:0%
other event and really not just watch a
video<00:30:23.520><c> after</c><00:30:23.760><c> the</c><00:30:23.919><c> fact</c><00:30:24.240><c> but</c><00:30:24.399><c> actually</c><00:30:24.720><c> be</c>

00:30:24.950 --> 00:30:24.960 align:start position:0%
video after the fact but actually be
 

00:30:24.960 --> 00:30:27.350 align:start position:0%
video after the fact but actually be
present<00:30:25.360><c> talk</c><00:30:25.600><c> to</c><00:30:25.760><c> people</c><00:30:26.080><c> etc</c>

00:30:27.350 --> 00:30:27.360 align:start position:0%
present talk to people etc
 

00:30:27.360 --> 00:30:29.350 align:start position:0%
present talk to people etc
um<00:30:27.679><c> i</c><00:30:27.760><c> think</c><00:30:27.919><c> that</c><00:30:28.080><c> could</c><00:30:28.240><c> be</c><00:30:28.799><c> i</c><00:30:28.960><c> think</c><00:30:29.120><c> there's</c>

00:30:29.350 --> 00:30:29.360 align:start position:0%
um i think that could be i think there's
 

00:30:29.360 --> 00:30:30.870 align:start position:0%
um i think that could be i think there's
some<00:30:29.840><c> i</c><00:30:30.000><c> think</c><00:30:30.159><c> people</c><00:30:30.399><c> would</c><00:30:30.480><c> be</c><00:30:30.640><c> interested</c>

00:30:30.870 --> 00:30:30.880 align:start position:0%
some i think people would be interested
 

00:30:30.880 --> 00:30:32.710 align:start position:0%
some i think people would be interested
in<00:30:31.039><c> that</c>

00:30:32.710 --> 00:30:32.720 align:start position:0%
in that
 

00:30:32.720 --> 00:30:33.750 align:start position:0%
in that
what<00:30:32.960><c> do</c><00:30:32.960><c> you</c><00:30:33.039><c> think</c><00:30:33.279><c> is</c><00:30:33.360><c> one</c><00:30:33.600><c> of</c><00:30:33.679><c> the</c>

00:30:33.750 --> 00:30:33.760 align:start position:0%
what do you think is one of the
 

00:30:33.760 --> 00:30:36.389 align:start position:0%
what do you think is one of the
limitations<00:30:34.559><c> either</c><00:30:34.960><c> technical</c><00:30:35.520><c> or</c>

00:30:36.389 --> 00:30:36.399 align:start position:0%
limitations either technical or
 

00:30:36.399 --> 00:30:39.430 align:start position:0%
limitations either technical or
um<00:30:37.600><c> or</c><00:30:38.000><c> actually</c>

00:30:39.430 --> 00:30:39.440 align:start position:0%
um or actually
 

00:30:39.440 --> 00:30:42.230 align:start position:0%
um or actually
within<00:30:40.080><c> the</c><00:30:40.240><c> human</c><00:30:40.720><c> psychology</c><00:30:41.360><c> of</c><00:30:41.520><c> being</c>

00:30:42.230 --> 00:30:42.240 align:start position:0%
within the human psychology of being
 

00:30:42.240 --> 00:30:42.710 align:start position:0%
within the human psychology of being
feeling

00:30:42.710 --> 00:30:42.720 align:start position:0%
feeling
 

00:30:42.720 --> 00:30:47.110 align:start position:0%
feeling
present<00:30:43.120><c> in</c><00:30:43.360><c> a</c><00:30:43.919><c> remote</c><00:30:44.480><c> space</c>

00:30:47.110 --> 00:30:47.120 align:start position:0%
 
 

00:30:47.120 --> 00:30:50.549 align:start position:0%
 
well<00:30:47.679><c> because</c><00:30:48.240><c> being</c><00:30:48.559><c> present</c><00:30:49.279><c> is</c>

00:30:50.549 --> 00:30:50.559 align:start position:0%
well because being present is
 

00:30:50.559 --> 00:30:52.789 align:start position:0%
well because being present is
an<00:30:50.799><c> incredibly</c><00:30:51.360><c> rich</c><00:30:51.679><c> experience</c><00:30:52.480><c> right</c><00:30:52.640><c> when</c>

00:30:52.789 --> 00:30:52.799 align:start position:0%
an incredibly rich experience right when
 

00:30:52.799 --> 00:30:53.750 align:start position:0%
an incredibly rich experience right when
you're<00:30:53.039><c> in</c>

00:30:53.750 --> 00:30:53.760 align:start position:0%
you're in
 

00:30:53.760 --> 00:30:56.389 align:start position:0%
you're in
embodied<00:30:54.480><c> in</c><00:30:54.799><c> immersed</c><00:30:55.360><c> in</c><00:30:55.520><c> a</c><00:30:56.080><c> physical</c>

00:30:56.389 --> 00:30:56.399 align:start position:0%
embodied in immersed in a physical
 

00:30:56.399 --> 00:30:58.149 align:start position:0%
embodied in immersed in a physical
environment<00:30:56.880><c> there's</c><00:30:57.120><c> so</c><00:30:57.360><c> many</c><00:30:57.679><c> things</c><00:30:58.000><c> that</c>

00:30:58.149 --> 00:30:58.159 align:start position:0%
environment there's so many things that
 

00:30:58.159 --> 00:30:58.950 align:start position:0%
environment there's so many things that
you

00:30:58.950 --> 00:30:58.960 align:start position:0%
you
 

00:30:58.960 --> 00:31:01.909 align:start position:0%
you
consciously<00:30:59.519><c> or</c><00:30:59.600><c> unconsciously</c><00:31:01.440><c> are</c><00:31:01.600><c> part</c><00:31:01.760><c> of</c>

00:31:01.909 --> 00:31:01.919 align:start position:0%
consciously or unconsciously are part of
 

00:31:01.919 --> 00:31:02.389 align:start position:0%
consciously or unconsciously are part of
that

00:31:02.389 --> 00:31:02.399 align:start position:0%
that
 

00:31:02.399 --> 00:31:04.149 align:start position:0%
that
so<00:31:02.640><c> the</c><00:31:02.799><c> sound</c><00:31:03.039><c> of</c><00:31:03.120><c> the</c><00:31:03.200><c> fan</c><00:31:03.840><c> that</c><00:31:04.000><c> we're</c>

00:31:04.149 --> 00:31:04.159 align:start position:0%
so the sound of the fan that we're
 

00:31:04.159 --> 00:31:05.669 align:start position:0%
so the sound of the fan that we're
hearing<00:31:04.559><c> right</c><00:31:04.720><c> now</c><00:31:04.799><c> that</c><00:31:04.960><c> you'll</c><00:31:05.120><c> probably</c>

00:31:05.669 --> 00:31:05.679 align:start position:0%
hearing right now that you'll probably
 

00:31:05.679 --> 00:31:07.909 align:start position:0%
hearing right now that you'll probably
get<00:31:05.840><c> rid</c><00:31:06.000><c> of</c><00:31:06.080><c> with</c><00:31:06.240><c> room</c><00:31:06.480><c> tone</c><00:31:06.799><c> uh</c><00:31:07.360><c> afterwards</c>

00:31:07.909 --> 00:31:07.919 align:start position:0%
get rid of with room tone uh afterwards
 

00:31:07.919 --> 00:31:09.029 align:start position:0%
get rid of with room tone uh afterwards
and<00:31:08.480><c> the</c>

00:31:09.029 --> 00:31:09.039 align:start position:0%
and the
 

00:31:09.039 --> 00:31:10.389 align:start position:0%
and the
the<00:31:09.360><c> fact</c><00:31:09.600><c> is</c><00:31:09.679><c> there's</c><00:31:09.919><c> a</c><00:31:10.000><c> million</c><00:31:10.240><c> things</c>

00:31:10.389 --> 00:31:10.399 align:start position:0%
the fact is there's a million things
 

00:31:10.399 --> 00:31:12.070 align:start position:0%
the fact is there's a million things
that<00:31:10.480><c> i</c><00:31:10.640><c> won't</c><00:31:10.880><c> even</c><00:31:11.039><c> pay</c><00:31:11.200><c> attention</c><00:31:11.679><c> to</c><00:31:11.919><c> but</c>

00:31:12.070 --> 00:31:12.080 align:start position:0%
that i won't even pay attention to but
 

00:31:12.080 --> 00:31:13.909 align:start position:0%
that i won't even pay attention to but
there<00:31:12.320><c> but</c><00:31:12.480><c> if</c><00:31:12.559><c> they</c><00:31:12.640><c> would</c><00:31:12.799><c> suddenly</c><00:31:13.200><c> change</c>

00:31:13.909 --> 00:31:13.919 align:start position:0%
there but if they would suddenly change
 

00:31:13.919 --> 00:31:15.190 align:start position:0%
there but if they would suddenly change
you<00:31:14.000><c> know</c><00:31:14.159><c> something</c><00:31:14.399><c> would</c><00:31:14.640><c> get</c><00:31:14.880><c> scurry</c>

00:31:15.190 --> 00:31:15.200 align:start position:0%
you know something would get scurry
 

00:31:15.200 --> 00:31:17.350 align:start position:0%
you know something would get scurry
across<00:31:15.519><c> the</c><00:31:15.679><c> floor</c><00:31:16.000><c> i</c><00:31:16.080><c> would</c><00:31:16.240><c> notice</c>

00:31:17.350 --> 00:31:17.360 align:start position:0%
across the floor i would notice
 

00:31:17.360 --> 00:31:19.830 align:start position:0%
across the floor i would notice
and<00:31:17.600><c> so</c><00:31:18.559><c> this</c><00:31:18.799><c> idea</c><00:31:19.120><c> that</c><00:31:19.200><c> you're</c><00:31:19.360><c> immersed</c><00:31:19.760><c> in</c>

00:31:19.830 --> 00:31:19.840 align:start position:0%
and so this idea that you're immersed in
 

00:31:19.840 --> 00:31:20.630 align:start position:0%
and so this idea that you're immersed in
this<00:31:20.159><c> kind</c><00:31:20.320><c> of</c>

00:31:20.630 --> 00:31:20.640 align:start position:0%
this kind of
 

00:31:20.640 --> 00:31:22.310 align:start position:0%
this kind of
really<00:31:21.039><c> complex</c><00:31:21.440><c> thing</c><00:31:21.600><c> your</c><00:31:21.760><c> brain</c><00:31:22.000><c> is</c><00:31:22.159><c> only</c>

00:31:22.310 --> 00:31:22.320 align:start position:0%
really complex thing your brain is only
 

00:31:22.320 --> 00:31:24.389 align:start position:0%
really complex thing your brain is only
giving<00:31:22.640><c> you</c><00:31:23.039><c> the</c><00:31:23.200><c> tip</c><00:31:23.440><c> of</c><00:31:23.519><c> the</c><00:31:23.600><c> iceberg</c>

00:31:24.389 --> 00:31:24.399 align:start position:0%
giving you the tip of the iceberg
 

00:31:24.399 --> 00:31:26.470 align:start position:0%
giving you the tip of the iceberg
but<00:31:24.640><c> your</c><00:31:24.799><c> body</c><00:31:25.200><c> is</c><00:31:25.279><c> being</c><00:31:25.519><c> sensitive</c><00:31:25.919><c> to</c><00:31:26.320><c> so</c>

00:31:26.470 --> 00:31:26.480 align:start position:0%
but your body is being sensitive to so
 

00:31:26.480 --> 00:31:27.590 align:start position:0%
but your body is being sensitive to so
many<00:31:26.640><c> of</c><00:31:26.720><c> the</c><00:31:26.880><c> other</c><00:31:27.039><c> things</c>

00:31:27.590 --> 00:31:27.600 align:start position:0%
many of the other things
 

00:31:27.600 --> 00:31:29.590 align:start position:0%
many of the other things
so<00:31:27.760><c> i</c><00:31:27.840><c> think</c><00:31:28.000><c> that's</c><00:31:28.240><c> going</c><00:31:28.399><c> to</c><00:31:28.480><c> be</c><00:31:28.640><c> very</c><00:31:28.880><c> hard</c>

00:31:29.590 --> 00:31:29.600 align:start position:0%
so i think that's going to be very hard
 

00:31:29.600 --> 00:31:32.470 align:start position:0%
so i think that's going to be very hard
to<00:31:30.559><c> reproduce</c><00:31:31.279><c> i</c><00:31:31.360><c> don't</c><00:31:31.600><c> think</c>

00:31:32.470 --> 00:31:32.480 align:start position:0%
to reproduce i don't think
 

00:31:32.480 --> 00:31:35.669 align:start position:0%
to reproduce i don't think
i'm<00:31:32.799><c> not</c><00:31:34.399><c> you</c><00:31:34.480><c> know</c><00:31:34.640><c> not</c><00:31:34.799><c> one</c><00:31:34.960><c> of</c><00:31:35.039><c> these</c><00:31:35.200><c> sci-fi</c>

00:31:35.669 --> 00:31:35.679 align:start position:0%
i'm not you know not one of these sci-fi
 

00:31:35.679 --> 00:31:37.350 align:start position:0%
i'm not you know not one of these sci-fi
fanatics<00:31:36.159><c> who</c><00:31:36.320><c> believes</c><00:31:36.640><c> that</c>

00:31:37.350 --> 00:31:37.360 align:start position:0%
fanatics who believes that
 

00:31:37.360 --> 00:31:38.950 align:start position:0%
fanatics who believes that
you<00:31:37.519><c> know</c><00:31:37.840><c> this</c><00:31:38.000><c> is</c><00:31:38.159><c> going</c><00:31:38.240><c> to</c><00:31:38.399><c> take</c><00:31:38.640><c> over</c><00:31:38.880><c> and</c>

00:31:38.950 --> 00:31:38.960 align:start position:0%
you know this is going to take over and
 

00:31:38.960 --> 00:31:40.630 align:start position:0%
you know this is going to take over and
it's<00:31:39.120><c> going</c><00:31:39.200><c> to</c><00:31:39.279><c> be</c><00:31:39.519><c> better</c><00:31:39.919><c> than</c><00:31:40.159><c> being</c><00:31:40.399><c> there</c>

00:31:40.630 --> 00:31:40.640 align:start position:0%
it's going to be better than being there
 

00:31:40.640 --> 00:31:41.430 align:start position:0%
it's going to be better than being there
i<00:31:40.799><c> still</c>

00:31:41.430 --> 00:31:41.440 align:start position:0%
i still
 

00:31:41.440 --> 00:31:43.110 align:start position:0%
i still
maybe<00:31:41.679><c> call</c><00:31:41.840><c> me</c><00:31:42.080><c> old-fashioned</c><00:31:42.559><c> but</c><00:31:42.720><c> i</c><00:31:42.799><c> still</c>

00:31:43.110 --> 00:31:43.120 align:start position:0%
maybe call me old-fashioned but i still
 

00:31:43.120 --> 00:31:45.350 align:start position:0%
maybe call me old-fashioned but i still
want<00:31:43.279><c> to</c><00:31:43.360><c> go</c><00:31:43.519><c> to</c><00:31:43.600><c> that</c><00:31:43.760><c> party</c><00:31:44.080><c> if</c><00:31:44.240><c> i</c><00:31:44.399><c> can</c>

00:31:45.350 --> 00:31:45.360 align:start position:0%
want to go to that party if i can
 

00:31:45.360 --> 00:31:47.350 align:start position:0%
want to go to that party if i can
but<00:31:45.519><c> if</c><00:31:45.760><c> i</c><00:31:46.000><c> can't</c><00:31:46.399><c> and</c><00:31:46.559><c> i</c><00:31:46.640><c> have</c><00:31:46.799><c> to</c><00:31:46.880><c> be</c><00:31:47.039><c> home</c>

00:31:47.350 --> 00:31:47.360 align:start position:0%
but if i can't and i have to be home
 

00:31:47.360 --> 00:31:49.029 align:start position:0%
but if i can't and i have to be home
babysitting<00:31:47.919><c> or</c><00:31:48.000><c> something</c><00:31:48.399><c> i</c>

00:31:49.029 --> 00:31:49.039 align:start position:0%
babysitting or something i
 

00:31:49.039 --> 00:31:50.310 align:start position:0%
babysitting or something i
would<00:31:49.200><c> be</c><00:31:49.360><c> great</c><00:31:49.600><c> if</c><00:31:49.760><c> i</c><00:31:49.840><c> could</c><00:31:49.919><c> have</c><00:31:50.080><c> some</c>

00:31:50.310 --> 00:31:50.320 align:start position:0%
would be great if i could have some
 

00:31:50.320 --> 00:31:53.029 align:start position:0%
would be great if i could have some
approximation<00:31:51.279><c> it's</c><00:31:51.519><c> a</c><00:31:51.519><c> reality</c>

00:31:53.029 --> 00:31:53.039 align:start position:0%
approximation it's a reality
 

00:31:53.039 --> 00:31:54.389 align:start position:0%
approximation it's a reality
but<00:31:53.200><c> you</c><00:31:53.279><c> mentioned</c><00:31:53.679><c> technical</c><00:31:54.080><c> i</c><00:31:54.159><c> would</c><00:31:54.240><c> love</c>

00:31:54.389 --> 00:31:54.399 align:start position:0%
but you mentioned technical i would love
 

00:31:54.399 --> 00:31:55.590 align:start position:0%
but you mentioned technical i would love
to<00:31:54.480><c> talk</c><00:31:54.720><c> a</c><00:31:54.720><c> little</c><00:31:54.880><c> bit</c><00:31:55.039><c> about</c><00:31:55.200><c> some</c><00:31:55.360><c> of</c><00:31:55.440><c> the</c>

00:31:55.590 --> 00:31:55.600 align:start position:0%
to talk a little bit about some of the
 

00:31:55.600 --> 00:31:56.310 align:start position:0%
to talk a little bit about some of the
other

00:31:56.310 --> 00:31:56.320 align:start position:0%
other
 

00:31:56.320 --> 00:31:58.070 align:start position:0%
other
um<00:31:56.640><c> just</c><00:31:56.799><c> going</c><00:31:57.039><c> back</c><00:31:57.200><c> to</c><00:31:57.360><c> the</c><00:31:57.440><c> day</c><00:31:57.600><c> job</c><00:31:57.919><c> part</c>

00:31:58.070 --> 00:31:58.080 align:start position:0%
um just going back to the day job part
 

00:31:58.080 --> 00:32:00.310 align:start position:0%
um just going back to the day job part
of<00:31:58.159><c> this</c><00:31:58.960><c> this</c><00:31:59.200><c> robotics</c>

00:32:00.310 --> 00:32:00.320 align:start position:0%
of this this robotics
 

00:32:00.320 --> 00:32:03.750 align:start position:0%
of this this robotics
work<00:32:00.640><c> because</c><00:32:01.440><c> i</c><00:32:01.600><c> was</c><00:32:02.159><c> i've</c><00:32:02.320><c> been</c><00:32:03.120><c> very</c>

00:32:03.750 --> 00:32:03.760 align:start position:0%
work because i was i've been very
 

00:32:03.760 --> 00:32:05.909 align:start position:0%
work because i was i've been very
active<00:32:04.159><c> in</c><00:32:04.240><c> ieee</c><00:32:04.960><c> and</c><00:32:05.120><c> very</c><00:32:05.519><c> it's</c><00:32:05.679><c> been</c><00:32:05.840><c> a</c>

00:32:05.909 --> 00:32:05.919 align:start position:0%
active in ieee and very it's been a
 

00:32:05.919 --> 00:32:07.509 align:start position:0%
active in ieee and very it's been a
great<00:32:06.159><c> organization</c><00:32:06.799><c> for</c>

00:32:07.509 --> 00:32:07.519 align:start position:0%
great organization for
 

00:32:07.519 --> 00:32:09.750 align:start position:0%
great organization for
for<00:32:07.919><c> my</c><00:32:08.159><c> work</c><00:32:08.640><c> and</c><00:32:08.799><c> i</c><00:32:08.960><c> published</c><00:32:09.360><c> almost</c><00:32:09.679><c> all</c>

00:32:09.750 --> 00:32:09.760 align:start position:0%
for my work and i published almost all
 

00:32:09.760 --> 00:32:12.470 align:start position:0%
for my work and i published almost all
my<00:32:10.080><c> my</c><00:32:10.320><c> work</c><00:32:10.559><c> within</c><00:32:10.880><c> my</c><00:32:11.039><c> tripoli</c>

00:32:12.470 --> 00:32:12.480 align:start position:0%
my my work within my tripoli
 

00:32:12.480 --> 00:32:14.789 align:start position:0%
my my work within my tripoli
we<00:32:12.640><c> did</c><00:32:12.799><c> a</c><00:32:12.880><c> lot</c><00:32:13.039><c> of</c><00:32:13.200><c> work</c><00:32:13.440><c> we</c><00:32:13.600><c> did</c><00:32:14.320><c> my</c><00:32:14.480><c> students</c>

00:32:14.789 --> 00:32:14.799 align:start position:0%
we did a lot of work we did my students
 

00:32:14.799 --> 00:32:16.389 align:start position:0%
we did a lot of work we did my students
and<00:32:14.880><c> i</c><00:32:15.039><c> got</c><00:32:15.279><c> involved</c><00:32:15.600><c> in</c><00:32:15.840><c> these</c><00:32:16.080><c> questions</c>

00:32:16.389 --> 00:32:16.399 align:start position:0%
and i got involved in these questions
 

00:32:16.399 --> 00:32:17.830 align:start position:0%
and i got involved in these questions
about<00:32:16.640><c> manufacturing</c>

00:32:17.830 --> 00:32:17.840 align:start position:0%
about manufacturing
 

00:32:17.840 --> 00:32:20.870 align:start position:0%
about manufacturing
assembly<00:32:18.399><c> lines</c><00:32:19.600><c> part</c><00:32:19.919><c> feeding</c><00:32:20.480><c> which</c><00:32:20.720><c> is</c>

00:32:20.870 --> 00:32:20.880 align:start position:0%
assembly lines part feeding which is
 

00:32:20.880 --> 00:32:22.950 align:start position:0%
assembly lines part feeding which is
orienting<00:32:21.440><c> problem</c><00:32:21.919><c> and</c><00:32:22.080><c> fixturing</c>

00:32:22.950 --> 00:32:22.960 align:start position:0%
orienting problem and fixturing
 

00:32:22.960 --> 00:32:25.990 align:start position:0%
orienting problem and fixturing
which<00:32:23.200><c> is</c><00:32:23.279><c> how</c><00:32:23.519><c> you</c><00:32:24.000><c> rigidly</c><00:32:24.559><c> hold</c><00:32:24.799><c> parts</c><00:32:25.679><c> and</c>

00:32:25.990 --> 00:32:26.000 align:start position:0%
which is how you rigidly hold parts and
 

00:32:26.000 --> 00:32:27.509 align:start position:0%
which is how you rigidly hold parts and
one<00:32:26.240><c> of</c><00:32:26.240><c> the</c><00:32:26.320><c> things</c><00:32:26.480><c> we</c><00:32:26.880><c> did</c><00:32:27.039><c> in</c><00:32:27.120><c> almost</c><00:32:27.360><c> every</c>

00:32:27.509 --> 00:32:27.519 align:start position:0%
one of the things we did in almost every
 

00:32:27.519 --> 00:32:29.909 align:start position:0%
one of the things we did in almost every
case<00:32:27.679><c> was</c><00:32:28.720><c> abstract</c><00:32:29.200><c> through</c><00:32:29.360><c> the</c><00:32:29.519><c> problem</c>

00:32:29.909 --> 00:32:29.919 align:start position:0%
case was abstract through the problem
 

00:32:29.919 --> 00:32:30.549 align:start position:0%
case was abstract through the problem
into

00:32:30.549 --> 00:32:30.559 align:start position:0%
into
 

00:32:30.559 --> 00:32:31.990 align:start position:0%
into
we<00:32:30.720><c> made</c><00:32:30.960><c> certain</c><00:32:31.200><c> assumptions</c><00:32:31.600><c> so</c><00:32:31.760><c> that</c><00:32:31.840><c> we</c>

00:32:31.990 --> 00:32:32.000 align:start position:0%
we made certain assumptions so that we
 

00:32:32.000 --> 00:32:33.990 align:start position:0%
we made certain assumptions so that we
could<00:32:32.480><c> provide</c><00:32:32.880><c> a</c><00:32:32.960><c> nice</c><00:32:33.360><c> formal</c>

00:32:33.990 --> 00:32:34.000 align:start position:0%
could provide a nice formal
 

00:32:34.000 --> 00:32:36.310 align:start position:0%
could provide a nice formal
mathematical<00:32:35.200><c> model</c><00:32:35.519><c> of</c><00:32:35.679><c> what</c><00:32:35.840><c> we</c><00:32:35.919><c> were</c><00:32:36.000><c> doing</c>

00:32:36.310 --> 00:32:36.320 align:start position:0%
mathematical model of what we were doing
 

00:32:36.320 --> 00:32:37.590 align:start position:0%
mathematical model of what we were doing
and<00:32:36.399><c> then</c><00:32:36.559><c> we</c><00:32:36.640><c> could</c><00:32:36.799><c> start</c><00:32:36.960><c> to</c>

00:32:37.590 --> 00:32:37.600 align:start position:0%
and then we could start to
 

00:32:37.600 --> 00:32:40.470 align:start position:0%
and then we could start to
prove<00:32:37.919><c> theorems</c><00:32:38.559><c> and</c><00:32:39.600><c> rigorously</c><00:32:40.159><c> analyze</c>

00:32:40.470 --> 00:32:40.480 align:start position:0%
prove theorems and rigorously analyze
 

00:32:40.480 --> 00:32:41.190 align:start position:0%
prove theorems and rigorously analyze
what<00:32:40.640><c> we</c><00:32:40.799><c> were</c>

00:32:41.190 --> 00:32:41.200 align:start position:0%
what we were
 

00:32:41.200 --> 00:32:43.590 align:start position:0%
what we were
the<00:32:41.440><c> the</c><00:32:41.679><c> contexts</c><00:32:42.640><c> so</c><00:32:42.799><c> we</c><00:32:42.880><c> had</c><00:32:42.960><c> some</c><00:32:43.200><c> results</c>

00:32:43.590 --> 00:32:43.600 align:start position:0%
the the contexts so we had some results
 

00:32:43.600 --> 00:32:45.430 align:start position:0%
the the contexts so we had some results
in<00:32:43.760><c> part</c><00:32:44.000><c> feeding</c>

00:32:45.430 --> 00:32:45.440 align:start position:0%
in part feeding
 

00:32:45.440 --> 00:32:47.269 align:start position:0%
in part feeding
we<00:32:45.600><c> generalized</c><00:32:46.159><c> the</c><00:32:46.240><c> results</c><00:32:46.880><c> from</c><00:32:47.039><c> my</c>

00:32:47.269 --> 00:32:47.279 align:start position:0%
we generalized the results from my
 

00:32:47.279 --> 00:32:49.590 align:start position:0%
we generalized the results from my
dissertation<00:32:47.919><c> to</c><00:32:48.080><c> curved</c><00:32:48.399><c> parts</c><00:32:48.799><c> algebraic</c>

00:32:49.590 --> 00:32:49.600 align:start position:0%
dissertation to curved parts algebraic
 

00:32:49.600 --> 00:32:51.509 align:start position:0%
dissertation to curved parts algebraic
parts<00:32:50.000><c> parts</c><00:32:50.240><c> with</c><00:32:50.480><c> friction</c>

00:32:51.509 --> 00:32:51.519 align:start position:0%
parts parts with friction
 

00:32:51.519 --> 00:32:54.710 align:start position:0%
parts parts with friction
uh<00:32:51.840><c> conveyor</c><00:32:52.320><c> belts</c><00:32:52.880><c> so</c><00:32:53.200><c> we</c><00:32:53.360><c> had</c><00:32:53.600><c> a</c><00:32:53.679><c> number</c><00:32:53.919><c> of</c>

00:32:54.710 --> 00:32:54.720 align:start position:0%
uh conveyor belts so we had a number of
 

00:32:54.720 --> 00:32:55.669 align:start position:0%
uh conveyor belts so we had a number of
things<00:32:54.960><c> there</c>

00:32:55.669 --> 00:32:55.679 align:start position:0%
things there
 

00:32:55.679 --> 00:32:59.110 align:start position:0%
things there
also<00:32:56.640><c> manipulating</c><00:32:57.200><c> very</c><00:32:57.440><c> tiny</c><00:32:57.760><c> parts</c><00:32:58.240><c> so</c>

00:32:59.110 --> 00:32:59.120 align:start position:0%
also manipulating very tiny parts so
 

00:32:59.120 --> 00:33:02.070 align:start position:0%
also manipulating very tiny parts so
parts<00:32:59.360><c> of</c><00:32:59.440><c> the</c><00:32:59.519><c> micro</c><00:32:59.919><c> scale</c><00:33:00.399><c> using</c><00:33:00.720><c> vibration</c>

00:33:02.070 --> 00:33:02.080 align:start position:0%
parts of the micro scale using vibration
 

00:33:02.080 --> 00:33:03.190 align:start position:0%
parts of the micro scale using vibration
and<00:33:02.159><c> then</c><00:33:02.320><c> we</c><00:33:02.399><c> got</c><00:33:02.640><c> interested</c><00:33:02.960><c> in</c><00:33:03.039><c> this</c>

00:33:03.190 --> 00:33:03.200 align:start position:0%
and then we got interested in this
 

00:33:03.200 --> 00:33:04.789 align:start position:0%
and then we got interested in this
fixturing<00:33:03.679><c> problem</c><00:33:04.000><c> which</c><00:33:04.159><c> is</c>

00:33:04.789 --> 00:33:04.799 align:start position:0%
fixturing problem which is
 

00:33:04.799 --> 00:33:06.310 align:start position:0%
fixturing problem which is
kind<00:33:04.960><c> of</c><00:33:05.039><c> a</c><00:33:05.120><c> dual</c><00:33:05.519><c> problem</c><00:33:05.760><c> which</c><00:33:06.000><c> is</c><00:33:06.080><c> how</c><00:33:06.240><c> do</c>

00:33:06.310 --> 00:33:06.320 align:start position:0%
kind of a dual problem which is how do
 

00:33:06.320 --> 00:33:08.310 align:start position:0%
kind of a dual problem which is how do
you<00:33:06.399><c> now</c><00:33:06.640><c> hold</c><00:33:06.880><c> a</c><00:33:06.960><c> part</c><00:33:07.200><c> rigidly</c>

00:33:08.310 --> 00:33:08.320 align:start position:0%
you now hold a part rigidly
 

00:33:08.320 --> 00:33:11.110 align:start position:0%
you now hold a part rigidly
using<00:33:08.640><c> very</c><00:33:08.880><c> simple</c><00:33:09.120><c> primitives</c><00:33:10.240><c> and</c><00:33:10.399><c> so</c><00:33:11.039><c> we</c>

00:33:11.110 --> 00:33:11.120 align:start position:0%
using very simple primitives and so we
 

00:33:11.120 --> 00:33:12.470 align:start position:0%
using very simple primitives and so we
had<00:33:11.360><c> a</c>

00:33:12.470 --> 00:33:12.480 align:start position:0%
had a
 

00:33:12.480 --> 00:33:15.909 align:start position:0%
had a
an<00:33:12.640><c> algorithm</c><00:33:13.120><c> that</c><00:33:13.279><c> lets</c><00:33:13.519><c> you</c><00:33:14.080><c> um</c><00:33:14.880><c> configure</c>

00:33:15.909 --> 00:33:15.919 align:start position:0%
an algorithm that lets you um configure
 

00:33:15.919 --> 00:33:18.470 align:start position:0%
an algorithm that lets you um configure
fixtures<00:33:16.559><c> you</c><00:33:16.720><c> draw</c><00:33:16.960><c> the</c><00:33:17.120><c> part</c><00:33:17.600><c> and</c><00:33:17.760><c> the</c><00:33:18.320><c> the</c>

00:33:18.470 --> 00:33:18.480 align:start position:0%
fixtures you draw the part and the the
 

00:33:18.480 --> 00:33:19.190 align:start position:0%
fixtures you draw the part and the the
system<00:33:18.799><c> will</c>

00:33:19.190 --> 00:33:19.200 align:start position:0%
system will
 

00:33:19.200 --> 00:33:21.990 align:start position:0%
system will
automatically<00:33:19.760><c> compute</c><00:33:20.159><c> the</c><00:33:20.240><c> fixtures</c><00:33:21.519><c> and</c>

00:33:21.990 --> 00:33:22.000 align:start position:0%
automatically compute the fixtures and
 

00:33:22.000 --> 00:33:23.509 align:start position:0%
automatically compute the fixtures and
in<00:33:22.159><c> both</c><00:33:22.320><c> those</c><00:33:22.559><c> cases</c><00:33:22.799><c> we</c><00:33:22.960><c> now</c><00:33:23.120><c> have</c>

00:33:23.509 --> 00:33:23.519 align:start position:0%
in both those cases we now have
 

00:33:23.519 --> 00:33:27.430 align:start position:0%
in both those cases we now have
projects<00:33:24.000><c> online</c><00:33:25.519><c> um</c><00:33:26.480><c> applets</c>

00:33:27.430 --> 00:33:27.440 align:start position:0%
projects online um applets
 

00:33:27.440 --> 00:33:29.269 align:start position:0%
projects online um applets
in<00:33:27.600><c> java</c><00:33:28.000><c> so</c><00:33:28.240><c> you</c><00:33:28.320><c> can</c><00:33:28.399><c> go</c><00:33:28.559><c> and</c><00:33:28.799><c> draw</c><00:33:28.960><c> your</c><00:33:29.120><c> own</c>

00:33:29.269 --> 00:33:29.279 align:start position:0%
in java so you can go and draw your own
 

00:33:29.279 --> 00:33:31.350 align:start position:0%
in java so you can go and draw your own
part<00:33:29.840><c> and</c><00:33:29.919><c> then</c><00:33:30.080><c> it</c><00:33:30.159><c> will</c><00:33:30.399><c> generate</c><00:33:30.799><c> the</c>

00:33:31.350 --> 00:33:31.360 align:start position:0%
part and then it will generate the
 

00:33:31.360 --> 00:33:34.310 align:start position:0%
part and then it will generate the
the<00:33:32.000><c> the</c><00:33:32.799><c> illustration</c><00:33:33.440><c> actually</c><00:33:33.760><c> animate</c><00:33:34.159><c> it</c>

00:33:34.310 --> 00:33:34.320 align:start position:0%
the the illustration actually animate it
 

00:33:34.320 --> 00:33:35.269 align:start position:0%
the the illustration actually animate it
for<00:33:34.559><c> you</c>

00:33:35.269 --> 00:33:35.279 align:start position:0%
for you
 

00:33:35.279 --> 00:33:37.029 align:start position:0%
for you
and<00:33:36.159><c> i</c><00:33:36.320><c> don't</c><00:33:36.399><c> know</c><00:33:36.480><c> if</c><00:33:36.559><c> you</c><00:33:36.640><c> can</c><00:33:36.799><c> edit</c>

00:33:37.029 --> 00:33:37.039 align:start position:0%
and i don't know if you can edit
 

00:33:37.039 --> 00:33:38.470 align:start position:0%
and i don't know if you can edit
something<00:33:37.279><c> like</c><00:33:37.360><c> that</c><00:33:37.600><c> in</c><00:33:37.679><c> later</c><00:33:38.000><c> on</c>

00:33:38.470 --> 00:33:38.480 align:start position:0%
something like that in later on
 

00:33:38.480 --> 00:33:40.630 align:start position:0%
something like that in later on
on<00:33:38.559><c> the</c><00:33:38.640><c> video</c><00:33:38.880><c> but</c><00:33:39.039><c> it's</c><00:33:39.279><c> very</c><00:33:39.919><c> it's</c><00:33:40.159><c> very</c><00:33:40.399><c> fun</c>

00:33:40.630 --> 00:33:40.640 align:start position:0%
on the video but it's very it's very fun
 

00:33:40.640 --> 00:33:41.830 align:start position:0%
on the video but it's very it's very fun
to<00:33:41.200><c> to</c><00:33:41.360><c> see</c><00:33:41.519><c> it</c><00:33:41.600><c> i</c>

00:33:41.830 --> 00:33:41.840 align:start position:0%
to to see it i
 

00:33:41.840 --> 00:33:44.549 align:start position:0%
to to see it i
can<00:33:41.919><c> show</c><00:33:42.080><c> you</c><00:33:42.159><c> on</c><00:33:42.240><c> a</c><00:33:42.320><c> computer</c><00:33:43.279><c> but</c><00:33:43.679><c> um</c><00:33:44.320><c> so</c><00:33:44.480><c> i'm</c>

00:33:44.549 --> 00:33:44.559 align:start position:0%
can show you on a computer but um so i'm
 

00:33:44.559 --> 00:33:45.430 align:start position:0%
can show you on a computer but um so i'm
really<00:33:44.799><c> interested</c><00:33:45.200><c> in</c>

00:33:45.430 --> 00:33:45.440 align:start position:0%
really interested in
 

00:33:45.440 --> 00:33:47.029 align:start position:0%
really interested in
the<00:33:45.600><c> idea</c><00:33:45.840><c> of</c><00:33:45.919><c> how</c><00:33:46.080><c> the</c><00:33:46.240><c> network</c><00:33:46.559><c> can</c><00:33:46.720><c> also</c><00:33:46.880><c> be</c>

00:33:47.029 --> 00:33:47.039 align:start position:0%
the idea of how the network can also be
 

00:33:47.039 --> 00:33:49.110 align:start position:0%
the idea of how the network can also be
used<00:33:47.279><c> as</c><00:33:47.360><c> a</c><00:33:47.440><c> way</c><00:33:47.600><c> to</c><00:33:47.760><c> illustrate</c><00:33:48.240><c> research</c><00:33:48.720><c> and</c>

00:33:49.110 --> 00:33:49.120 align:start position:0%
used as a way to illustrate research and
 

00:33:49.120 --> 00:33:51.909 align:start position:0%
used as a way to illustrate research and
share<00:33:49.360><c> results</c><00:33:50.000><c> and</c><00:33:50.080><c> let</c><00:33:50.840><c> people</c><00:33:51.679><c> i</c><00:33:51.840><c> was</c>

00:33:51.909 --> 00:33:51.919 align:start position:0%
share results and let people i was
 

00:33:51.919 --> 00:33:54.230 align:start position:0%
share results and let people i was
saying<00:33:52.159><c> a</c><00:33:52.240><c> friend</c><00:33:52.399><c> of</c><00:33:52.480><c> mine</c><00:33:52.640><c> recently</c><00:33:52.960><c> that</c>

00:33:54.230 --> 00:33:54.240 align:start position:0%
saying a friend of mine recently that
 

00:33:54.240 --> 00:33:56.789 align:start position:0%
saying a friend of mine recently that
i<00:33:54.399><c> did</c><00:33:54.640><c> magic</c><00:33:55.600><c> i</c><00:33:55.679><c> wasn't</c><00:33:56.000><c> very</c><00:33:56.159><c> good</c><00:33:56.320><c> but</c><00:33:56.480><c> i</c><00:33:56.559><c> did</c>

00:33:56.789 --> 00:33:56.799 align:start position:0%
i did magic i wasn't very good but i did
 

00:33:56.799 --> 00:33:58.470 align:start position:0%
i did magic i wasn't very good but i did
magic<00:33:57.200><c> shows</c><00:33:57.519><c> when</c><00:33:57.679><c> i</c><00:33:57.679><c> was</c><00:33:57.840><c> a</c><00:33:57.840><c> little</c><00:33:58.080><c> kid</c><00:33:58.320><c> and</c>

00:33:58.470 --> 00:33:58.480 align:start position:0%
magic shows when i was a little kid and
 

00:33:58.480 --> 00:33:59.509 align:start position:0%
magic shows when i was a little kid and
part<00:33:58.640><c> of</c><00:33:58.720><c> what</c><00:33:58.880><c> i</c>

00:33:59.509 --> 00:33:59.519 align:start position:0%
part of what i
 

00:33:59.519 --> 00:34:02.870 align:start position:0%
part of what i
i<00:33:59.679><c> think</c><00:33:59.919><c> is</c><00:34:00.080><c> that</c><00:34:00.880><c> um</c><00:34:01.519><c> i'm</c><00:34:01.679><c> aware</c><00:34:02.000><c> of</c><00:34:02.159><c> the</c>

00:34:02.870 --> 00:34:02.880 align:start position:0%
i think is that um i'm aware of the
 

00:34:02.880 --> 00:34:04.950 align:start position:0%
i think is that um i'm aware of the
the<00:34:03.200><c> many</c><00:34:03.519><c> different</c><00:34:03.760><c> ways</c><00:34:04.000><c> that</c><00:34:04.159><c> magicians</c>

00:34:04.950 --> 00:34:04.960 align:start position:0%
the many different ways that magicians
 

00:34:04.960 --> 00:34:07.350 align:start position:0%
the many different ways that magicians
work<00:34:05.760><c> tricks</c><00:34:06.159><c> and</c><00:34:06.240><c> that</c>

00:34:07.350 --> 00:34:07.360 align:start position:0%
work tricks and that
 

00:34:07.360 --> 00:34:10.550 align:start position:0%
work tricks and that
how<00:34:07.919><c> perception</c><00:34:08.560><c> is</c><00:34:08.639><c> so</c><00:34:09.040><c> malleable</c>

00:34:10.550 --> 00:34:10.560 align:start position:0%
how perception is so malleable
 

00:34:10.560 --> 00:34:13.349 align:start position:0%
how perception is so malleable
and<00:34:11.280><c> that</c><00:34:12.159><c> in</c><00:34:12.320><c> a</c><00:34:12.399><c> lot</c><00:34:12.560><c> of</c><00:34:12.639><c> ways</c><00:34:12.879><c> i</c><00:34:12.960><c> really</c><00:34:13.200><c> think</c>

00:34:13.349 --> 00:34:13.359 align:start position:0%
and that in a lot of ways i really think
 

00:34:13.359 --> 00:34:13.750 align:start position:0%
and that in a lot of ways i really think
that

00:34:13.750 --> 00:34:13.760 align:start position:0%
that
 

00:34:13.760 --> 00:34:15.589 align:start position:0%
that
research<00:34:14.480><c> when</c><00:34:14.639><c> you</c><00:34:14.800><c> show</c><00:34:14.960><c> a</c><00:34:15.040><c> video</c><00:34:15.359><c> of</c><00:34:15.520><c> a</c>

00:34:15.589 --> 00:34:15.599 align:start position:0%
research when you show a video of a
 

00:34:15.599 --> 00:34:17.270 align:start position:0%
research when you show a video of a
research<00:34:16.079><c> project</c>

00:34:17.270 --> 00:34:17.280 align:start position:0%
research project
 

00:34:17.280 --> 00:34:20.550 align:start position:0%
research project
it's<00:34:17.440><c> so</c><00:34:17.599><c> easy</c><00:34:17.919><c> to</c><00:34:19.119><c> essentially</c>

00:34:20.550 --> 00:34:20.560 align:start position:0%
it's so easy to essentially
 

00:34:20.560 --> 00:34:23.750 align:start position:0%
it's so easy to essentially
show<00:34:20.879><c> only</c><00:34:21.119><c> the</c><00:34:21.280><c> good</c><00:34:21.679><c> case</c><00:34:22.480><c> and</c><00:34:22.639><c> i</c><00:34:22.879><c> i'm</c><00:34:23.119><c> really</c>

00:34:23.750 --> 00:34:23.760 align:start position:0%
show only the good case and i i'm really
 

00:34:23.760 --> 00:34:25.750 align:start position:0%
show only the good case and i i'm really
i<00:34:24.079><c> always</c><00:34:24.320><c> want</c><00:34:24.480><c> to</c><00:34:24.639><c> say</c><00:34:25.040><c> well</c><00:34:25.200><c> i</c><00:34:25.359><c> want</c><00:34:25.520><c> to</c><00:34:25.599><c> try</c>

00:34:25.750 --> 00:34:25.760 align:start position:0%
i always want to say well i want to try
 

00:34:25.760 --> 00:34:26.950 align:start position:0%
i always want to say well i want to try
it<00:34:25.839><c> myself</c><00:34:26.159><c> let</c><00:34:26.320><c> me</c><00:34:26.480><c> try</c><00:34:26.639><c> to</c>

00:34:26.950 --> 00:34:26.960 align:start position:0%
it myself let me try to
 

00:34:26.960 --> 00:34:29.030 align:start position:0%
it myself let me try to
you<00:34:27.119><c> know</c><00:34:27.679><c> see</c><00:34:27.839><c> how</c><00:34:28.079><c> good</c><00:34:28.320><c> it</c><00:34:28.399><c> will</c><00:34:28.639><c> really</c>

00:34:29.030 --> 00:34:29.040 align:start position:0%
you know see how good it will really
 

00:34:29.040 --> 00:34:29.990 align:start position:0%
you know see how good it will really
stand<00:34:29.359><c> up</c>

00:34:29.990 --> 00:34:30.000 align:start position:0%
stand up
 

00:34:30.000 --> 00:34:31.589 align:start position:0%
stand up
and<00:34:30.320><c> a</c><00:34:30.480><c> video</c><00:34:30.720><c> won't</c><00:34:30.879><c> let</c><00:34:31.040><c> you</c><00:34:31.119><c> do</c><00:34:31.280><c> that</c><00:34:31.359><c> but</c><00:34:31.520><c> if</c>

00:34:31.589 --> 00:34:31.599 align:start position:0%
and a video won't let you do that but if
 

00:34:31.599 --> 00:34:32.790 align:start position:0%
and a video won't let you do that but if
you<00:34:31.679><c> have</c><00:34:31.839><c> a</c><00:34:31.919><c> website</c><00:34:32.480><c> where</c><00:34:32.639><c> it's</c>

00:34:32.790 --> 00:34:32.800 align:start position:0%
you have a website where it's
 

00:34:32.800 --> 00:34:33.990 align:start position:0%
you have a website where it's
interactive<00:34:33.440><c> you</c><00:34:33.599><c> can</c><00:34:33.760><c> go</c>

00:34:33.990 --> 00:34:34.000 align:start position:0%
interactive you can go
 

00:34:34.000 --> 00:34:35.430 align:start position:0%
interactive you can go
in<00:34:34.159><c> and</c><00:34:34.399><c> somebody</c><00:34:34.720><c> can</c><00:34:34.879><c> try</c><00:34:35.119><c> their</c><00:34:35.280><c> own</c>

00:34:35.430 --> 00:34:35.440 align:start position:0%
in and somebody can try their own
 

00:34:35.440 --> 00:34:37.990 align:start position:0%
in and somebody can try their own
version<00:34:35.919><c> and</c><00:34:36.079><c> that's</c><00:34:36.320><c> much</c><00:34:36.560><c> more</c><00:34:36.720><c> compelling</c>

00:34:37.990 --> 00:34:38.000 align:start position:0%
version and that's much more compelling
 

00:34:38.000 --> 00:34:42.230 align:start position:0%
version and that's much more compelling
so<00:34:38.240><c> we've</c><00:34:38.560><c> we</c><00:34:38.720><c> did</c><00:34:38.879><c> these</c><00:34:39.119><c> websites</c><00:34:40.480><c> and</c><00:34:40.560><c> then</c>

00:34:42.230 --> 00:34:42.240 align:start position:0%
so we've we did these websites and then
 

00:34:42.240 --> 00:34:45.430 align:start position:0%
so we've we did these websites and then
i've<00:34:42.399><c> gotten</c><00:34:42.720><c> interested</c><00:34:43.280><c> in</c><00:34:43.760><c> the</c><00:34:43.919><c> last</c><00:34:45.040><c> um</c>

00:34:45.430 --> 00:34:45.440 align:start position:0%
i've gotten interested in the last um
 

00:34:45.440 --> 00:34:48.310 align:start position:0%
i've gotten interested in the last um
the<00:34:45.599><c> last</c><00:34:45.839><c> five</c><00:34:46.079><c> years</c><00:34:46.480><c> in</c><00:34:46.720><c> medical</c><00:34:47.040><c> robotics</c>

00:34:48.310 --> 00:34:48.320 align:start position:0%
the last five years in medical robotics
 

00:34:48.320 --> 00:34:48.869 align:start position:0%
the last five years in medical robotics
and

00:34:48.869 --> 00:34:48.879 align:start position:0%
and
 

00:34:48.879 --> 00:34:51.190 align:start position:0%
and
that's<00:34:49.119><c> been</c><00:34:49.359><c> very</c><00:34:49.599><c> exciting</c><00:34:50.079><c> because</c><00:34:50.960><c> here</c>

00:34:51.190 --> 00:34:51.200 align:start position:0%
that's been very exciting because here
 

00:34:51.200 --> 00:34:53.030 align:start position:0%
that's been very exciting because here
the<00:34:51.280><c> environment</c><00:34:51.760><c> is</c><00:34:51.919><c> very</c><00:34:52.240><c> uncertain</c>

00:34:53.030 --> 00:34:53.040 align:start position:0%
the environment is very uncertain
 

00:34:53.040 --> 00:34:56.869 align:start position:0%
the environment is very uncertain
i<00:34:53.119><c> mean</c><00:34:53.280><c> it's</c><00:34:53.440><c> bad</c><00:34:53.760><c> in</c><00:34:53.839><c> a</c><00:34:53.919><c> factory</c><00:34:55.119><c> um</c>

00:34:56.869 --> 00:34:56.879 align:start position:0%
i mean it's bad in a factory um
 

00:34:56.879 --> 00:34:59.190 align:start position:0%
i mean it's bad in a factory um
but<00:34:57.119><c> in</c><00:34:57.200><c> a</c><00:34:57.280><c> medical</c><00:34:57.760><c> environment</c><00:34:58.480><c> it</c><00:34:58.720><c> you</c><00:34:58.880><c> have</c>

00:34:59.190 --> 00:34:59.200 align:start position:0%
but in a medical environment it you have
 

00:34:59.200 --> 00:35:01.270 align:start position:0%
but in a medical environment it you have
just<00:34:59.440><c> a</c><00:34:59.520><c> lot</c><00:34:59.760><c> more</c><00:35:00.000><c> uncertainty</c><00:35:00.480><c> that</c>

00:35:01.270 --> 00:35:01.280 align:start position:0%
just a lot more uncertainty that
 

00:35:01.280 --> 00:35:03.270 align:start position:0%
just a lot more uncertainty that
you<00:35:01.440><c> have</c><00:35:01.680><c> very</c><00:35:01.920><c> good</c><00:35:02.079><c> imaging</c><00:35:02.480><c> often</c><00:35:03.040><c> and</c>

00:35:03.270 --> 00:35:03.280 align:start position:0%
you have very good imaging often and
 

00:35:03.280 --> 00:35:04.550 align:start position:0%
you have very good imaging often and
actually<00:35:03.599><c> imaging</c><00:35:03.920><c> is</c><00:35:04.079><c> getting</c><00:35:04.240><c> better</c><00:35:04.480><c> and</c>

00:35:04.550 --> 00:35:04.560 align:start position:0%
actually imaging is getting better and
 

00:35:04.560 --> 00:35:05.510 align:start position:0%
actually imaging is getting better and
better

00:35:05.510 --> 00:35:05.520 align:start position:0%
better
 

00:35:05.520 --> 00:35:09.589 align:start position:0%
better
with<00:35:05.920><c> mri</c><00:35:06.640><c> and</c><00:35:07.920><c> very</c><00:35:08.320><c> very</c><00:35:08.560><c> sophisticated</c>

00:35:09.589 --> 00:35:09.599 align:start position:0%
with mri and very very sophisticated
 

00:35:09.599 --> 00:35:13.030 align:start position:0%
with mri and very very sophisticated
ct<00:35:10.000><c> scanning</c><00:35:10.880><c> but</c><00:35:11.440><c> the</c><00:35:12.160><c> body</c><00:35:12.560><c> is</c><00:35:12.720><c> very</c>

00:35:13.030 --> 00:35:13.040 align:start position:0%
ct scanning but the body is very
 

00:35:13.040 --> 00:35:13.910 align:start position:0%
ct scanning but the body is very
deformable

00:35:13.910 --> 00:35:13.920 align:start position:0%
deformable
 

00:35:13.920 --> 00:35:15.910 align:start position:0%
deformable
and<00:35:14.560><c> changes</c><00:35:14.960><c> so</c><00:35:15.200><c> as</c><00:35:15.280><c> soon</c><00:35:15.440><c> as</c><00:35:15.599><c> you</c><00:35:15.680><c> come</c><00:35:15.839><c> out</c>

00:35:15.910 --> 00:35:15.920 align:start position:0%
and changes so as soon as you come out
 

00:35:15.920 --> 00:35:17.510 align:start position:0%
and changes so as soon as you come out
of<00:35:16.000><c> the</c><00:35:16.079><c> mri</c><00:35:16.480><c> machine</c>

00:35:17.510 --> 00:35:17.520 align:start position:0%
of the mri machine
 

00:35:17.520 --> 00:35:19.109 align:start position:0%
of the mri machine
everything<00:35:18.160><c> you</c><00:35:18.320><c> thought</c><00:35:18.480><c> where</c><00:35:18.720><c> the</c><00:35:18.800><c> tumor</c>

00:35:19.109 --> 00:35:19.119 align:start position:0%
everything you thought where the tumor
 

00:35:19.119 --> 00:35:20.550 align:start position:0%
everything you thought where the tumor
was<00:35:19.280><c> has</c><00:35:19.440><c> shifted</c><00:35:19.839><c> slightly</c><00:35:20.240><c> and</c><00:35:20.320><c> now</c><00:35:20.480><c> you</c>

00:35:20.550 --> 00:35:20.560 align:start position:0%
was has shifted slightly and now you
 

00:35:20.560 --> 00:35:20.950 align:start position:0%
was has shifted slightly and now you
want<00:35:20.720><c> to</c>

00:35:20.950 --> 00:35:20.960 align:start position:0%
want to
 

00:35:20.960 --> 00:35:23.910 align:start position:0%
want to
get<00:35:21.599><c> radiation</c><00:35:22.240><c> say</c><00:35:23.280><c> is</c><00:35:23.440><c> a</c><00:35:23.599><c> really</c>

00:35:23.910 --> 00:35:23.920 align:start position:0%
get radiation say is a really
 

00:35:23.920 --> 00:35:25.349 align:start position:0%
get radiation say is a really
interesting<00:35:24.240><c> challenge</c><00:35:24.560><c> is</c><00:35:24.720><c> how</c><00:35:24.880><c> do</c><00:35:24.960><c> you</c>

00:35:25.349 --> 00:35:25.359 align:start position:0%
interesting challenge is how do you
 

00:35:25.359 --> 00:35:28.550 align:start position:0%
interesting challenge is how do you
account<00:35:25.680><c> for</c><00:35:25.839><c> that</c><00:35:27.280><c> so</c><00:35:27.520><c> we</c><00:35:27.760><c> um</c>

00:35:28.550 --> 00:35:28.560 align:start position:0%
account for that so we um
 

00:35:28.560 --> 00:35:29.670 align:start position:0%
account for that so we um
we've<00:35:28.720><c> been</c><00:35:28.880><c> applying</c><00:35:29.200><c> techniques</c><00:35:29.520><c> from</c>

00:35:29.670 --> 00:35:29.680 align:start position:0%
we've been applying techniques from
 

00:35:29.680 --> 00:35:32.069 align:start position:0%
we've been applying techniques from
robot<00:35:30.000><c> motion</c><00:35:30.320><c> planning</c><00:35:31.359><c> that</c><00:35:31.599><c> actually</c><00:35:31.920><c> are</c>

00:35:32.069 --> 00:35:32.079 align:start position:0%
robot motion planning that actually are
 

00:35:32.079 --> 00:35:34.790 align:start position:0%
robot motion planning that actually are
relevant<00:35:32.480><c> for</c><00:35:32.640><c> human</c><00:35:32.880><c> surgeons</c><00:35:33.359><c> as</c><00:35:33.440><c> well</c><00:35:33.680><c> as</c>

00:35:34.790 --> 00:35:34.800 align:start position:0%
relevant for human surgeons as well as
 

00:35:34.800 --> 00:35:38.470 align:start position:0%
relevant for human surgeons as well as
as<00:35:35.760><c> as</c><00:35:36.000><c> robots</c><00:35:36.720><c> but</c><00:35:36.880><c> the</c><00:35:37.040><c> idea</c><00:35:37.280><c> is</c><00:35:37.359><c> how</c><00:35:37.599><c> can</c><00:35:37.760><c> you</c>

00:35:38.470 --> 00:35:38.480 align:start position:0%
as as robots but the idea is how can you
 

00:35:38.480 --> 00:35:40.230 align:start position:0%
as as robots but the idea is how can you
try<00:35:38.720><c> and</c><00:35:39.119><c> model</c><00:35:39.520><c> and</c><00:35:39.680><c> anticipate</c>

00:35:40.230 --> 00:35:40.240 align:start position:0%
try and model and anticipate
 

00:35:40.240 --> 00:35:41.829 align:start position:0%
try and model and anticipate
deformations

00:35:41.829 --> 00:35:41.839 align:start position:0%
deformations
 

00:35:41.839 --> 00:35:44.870 align:start position:0%
deformations
and<00:35:42.000><c> errors</c><00:35:42.480><c> and</c><00:35:42.560><c> then</c><00:35:43.280><c> plan</c><00:35:44.000><c> paths</c><00:35:44.400><c> for</c><00:35:44.640><c> let's</c>

00:35:44.870 --> 00:35:44.880 align:start position:0%
and errors and then plan paths for let's
 

00:35:44.880 --> 00:35:45.349 align:start position:0%
and errors and then plan paths for let's
say

00:35:45.349 --> 00:35:45.359 align:start position:0%
say
 

00:35:45.359 --> 00:35:47.829 align:start position:0%
say
needles<00:35:46.079><c> that</c><00:35:46.320><c> can</c><00:35:46.480><c> go</c><00:35:46.640><c> around</c><00:35:47.040><c> organs</c><00:35:47.680><c> and</c>

00:35:47.829 --> 00:35:47.839 align:start position:0%
needles that can go around organs and
 

00:35:47.839 --> 00:35:50.470 align:start position:0%
needles that can go around organs and
deliver<00:35:48.320><c> seeds</c><00:35:48.640><c> to</c><00:35:48.800><c> the</c><00:35:49.040><c> desired</c><00:35:49.440><c> location</c>

00:35:50.470 --> 00:35:50.480 align:start position:0%
deliver seeds to the desired location
 

00:35:50.480 --> 00:35:52.710 align:start position:0%
deliver seeds to the desired location
so<00:35:50.640><c> that's</c><00:35:50.880><c> been</c><00:35:51.680><c> really</c><00:35:52.000><c> exciting</c><00:35:52.400><c> we</c><00:35:52.480><c> have</c><00:35:52.640><c> a</c>

00:35:52.710 --> 00:35:52.720 align:start position:0%
so that's been really exciting we have a
 

00:35:52.720 --> 00:35:54.630 align:start position:0%
so that's been really exciting we have a
project<00:35:52.960><c> with</c><00:35:53.119><c> johns</c><00:35:53.359><c> hopkins</c>

00:35:54.630 --> 00:35:54.640 align:start position:0%
project with johns hopkins
 

00:35:54.640 --> 00:35:57.270 align:start position:0%
project with johns hopkins
and<00:35:55.040><c> nih</c><00:35:56.160><c> on</c><00:35:56.240><c> that</c><00:35:56.480><c> we</c><00:35:56.640><c> actually</c><00:35:56.880><c> just</c><00:35:56.960><c> got</c><00:35:57.119><c> a</c>

00:35:57.270 --> 00:35:57.280 align:start position:0%
and nih on that we actually just got a
 

00:35:57.280 --> 00:35:58.230 align:start position:0%
and nih on that we actually just got a
patent

00:35:58.230 --> 00:35:58.240 align:start position:0%
patent
 

00:35:58.240 --> 00:36:00.550 align:start position:0%
patent
on<00:35:58.400><c> something</c><00:35:58.720><c> we</c><00:35:58.880><c> call</c><00:35:59.040><c> steerable</c><00:35:59.520><c> needles</c>

00:36:00.550 --> 00:36:00.560 align:start position:0%
on something we call steerable needles
 

00:36:00.560 --> 00:36:01.910 align:start position:0%
on something we call steerable needles
which<00:36:00.800><c> is</c><00:36:00.880><c> a</c><00:36:00.960><c> way</c><00:36:01.200><c> of</c>

00:36:01.910 --> 00:36:01.920 align:start position:0%
which is a way of
 

00:36:01.920 --> 00:36:03.349 align:start position:0%
which is a way of
basically<00:36:02.400><c> controlling</c><00:36:02.800><c> a</c><00:36:02.880><c> needle</c><00:36:03.119><c> from</c>

00:36:03.349 --> 00:36:03.359 align:start position:0%
basically controlling a needle from
 

00:36:03.359 --> 00:36:05.270 align:start position:0%
basically controlling a needle from
outside<00:36:03.599><c> the</c><00:36:03.680><c> body</c><00:36:04.000><c> by</c><00:36:04.240><c> steering</c>

00:36:05.270 --> 00:36:05.280 align:start position:0%
outside the body by steering
 

00:36:05.280 --> 00:36:07.910 align:start position:0%
outside the body by steering
steering<00:36:05.599><c> it</c><00:36:05.760><c> at</c><00:36:05.920><c> the</c><00:36:06.000><c> base</c><00:36:07.359><c> so</c><00:36:07.520><c> who</c><00:36:07.680><c> are</c><00:36:07.839><c> you</c>

00:36:07.910 --> 00:36:07.920 align:start position:0%
steering it at the base so who are you
 

00:36:07.920 --> 00:36:09.030 align:start position:0%
steering it at the base so who are you
working<00:36:08.240><c> with</c>

00:36:09.030 --> 00:36:09.040 align:start position:0%
working with
 

00:36:09.040 --> 00:36:12.150 align:start position:0%
working with
or<00:36:09.359><c> at</c><00:36:09.680><c> john's</c><00:36:10.839><c> weapons</c>

00:36:12.150 --> 00:36:12.160 align:start position:0%
or at john's weapons
 

00:36:12.160 --> 00:36:15.750 align:start position:0%
or at john's weapons
allison<00:36:12.480><c> nakamura</c><00:36:14.000><c> who</c><00:36:14.880><c> would</c><00:36:15.040><c> also</c><00:36:15.280><c> be</c><00:36:15.440><c> great</c>

00:36:15.750 --> 00:36:15.760 align:start position:0%
allison nakamura who would also be great
 

00:36:15.760 --> 00:36:16.069 align:start position:0%
allison nakamura who would also be great
um

00:36:16.069 --> 00:36:16.079 align:start position:0%
um
 

00:36:16.079 --> 00:36:19.670 align:start position:0%
um
russ<00:36:16.400><c> taylor</c><00:36:17.680><c> greg</c><00:36:18.000><c> georgian</c><00:36:18.960><c> and</c>

00:36:19.670 --> 00:36:19.680 align:start position:0%
russ taylor greg georgian and
 

00:36:19.680 --> 00:36:24.950 align:start position:0%
russ taylor greg georgian and
noah

00:36:24.950 --> 00:36:24.960 align:start position:0%
 
 

00:36:24.960 --> 00:36:28.550 align:start position:0%
 
and<00:36:25.119><c> we</c><00:36:25.280><c> also</c><00:36:25.440><c> work</c><00:36:25.599><c> with</c><00:36:26.000><c> uc</c><00:36:27.040><c> uh</c><00:36:27.680><c> sorry</c><00:36:27.920><c> uc</c><00:36:28.320><c> san</c>

00:36:28.550 --> 00:36:28.560 align:start position:0%
and we also work with uc uh sorry uc san
 

00:36:28.560 --> 00:36:29.510 align:start position:0%
and we also work with uc uh sorry uc san
francisco

00:36:29.510 --> 00:36:29.520 align:start position:0%
francisco
 

00:36:29.520 --> 00:36:31.430 align:start position:0%
francisco
with<00:36:30.000><c> medical</c><00:36:30.320><c> physicians</c><00:36:30.960><c> and</c><00:36:31.119><c> then</c><00:36:31.280><c> i'm</c>

00:36:31.430 --> 00:36:31.440 align:start position:0%
with medical physicians and then i'm
 

00:36:31.440 --> 00:36:33.270 align:start position:0%
with medical physicians and then i'm
also<00:36:31.760><c> just</c><00:36:31.920><c> starting</c><00:36:32.160><c> to</c><00:36:32.240><c> work</c><00:36:32.480><c> with</c>

00:36:33.270 --> 00:36:33.280 align:start position:0%
also just starting to work with
 

00:36:33.280 --> 00:36:36.710 align:start position:0%
also just starting to work with
a<00:36:34.160><c> robotics</c><00:36:35.359><c> expert</c>

00:36:36.710 --> 00:36:36.720 align:start position:0%
a robotics expert
 

00:36:36.720 --> 00:36:40.310 align:start position:0%
a robotics expert
jacob<00:36:37.200><c> rosen</c><00:36:37.760><c> at</c><00:36:38.079><c> uc</c><00:36:39.040><c> santa</c><00:36:39.359><c> cruz</c>

00:36:40.310 --> 00:36:40.320 align:start position:0%
jacob rosen at uc santa cruz
 

00:36:40.320 --> 00:36:43.750 align:start position:0%
jacob rosen at uc santa cruz
and<00:36:40.800><c> a</c><00:36:41.440><c> medical</c><00:36:41.760><c> roboticist</c><00:36:43.280><c> um</c>

00:36:43.750 --> 00:36:43.760 align:start position:0%
and a medical roboticist um
 

00:36:43.760 --> 00:36:47.030 align:start position:0%
and a medical roboticist um
doug<00:36:44.000><c> boyd</c><00:36:44.320><c> who's</c><00:36:44.640><c> at</c><00:36:44.720><c> uc</c><00:36:45.119><c> davis</c><00:36:46.560><c> almost</c><00:36:46.880><c> all</c>

00:36:47.030 --> 00:36:47.040 align:start position:0%
doug boyd who's at uc davis almost all
 

00:36:47.040 --> 00:36:48.470 align:start position:0%
doug boyd who's at uc davis almost all
these<00:36:47.200><c> projects</c><00:36:47.520><c> are</c><00:36:47.680><c> collaborative</c><00:36:48.240><c> and</c><00:36:48.320><c> as</c>

00:36:48.470 --> 00:36:48.480 align:start position:0%
these projects are collaborative and as
 

00:36:48.480 --> 00:36:49.670 align:start position:0%
these projects are collaborative and as
you<00:36:48.640><c> probably</c><00:36:48.960><c> have</c><00:36:49.040><c> heard</c><00:36:49.280><c> this</c><00:36:49.440><c> in</c><00:36:49.520><c> the</c>

00:36:49.670 --> 00:36:49.680 align:start position:0%
you probably have heard this in the
 

00:36:49.680 --> 00:36:50.550 align:start position:0%
you probably have heard this in the
interviews<00:36:50.079><c> but</c><00:36:50.240><c> like</c>

00:36:50.550 --> 00:36:50.560 align:start position:0%
interviews but like
 

00:36:50.560 --> 00:36:51.670 align:start position:0%
interviews but like
one<00:36:50.720><c> of</c><00:36:50.800><c> the</c><00:36:50.880><c> other</c><00:36:50.960><c> great</c><00:36:51.119><c> things</c><00:36:51.359><c> about</c><00:36:51.520><c> this</c>

00:36:51.670 --> 00:36:51.680 align:start position:0%
one of the other great things about this
 

00:36:51.680 --> 00:36:53.589 align:start position:0%
one of the other great things about this
field<00:36:52.000><c> is</c><00:36:52.079><c> that</c><00:36:52.240><c> it's</c><00:36:52.800><c> it</c><00:36:52.880><c> really</c><00:36:53.119><c> is</c><00:36:53.280><c> about</c>

00:36:53.589 --> 00:36:53.599 align:start position:0%
field is that it's it really is about
 

00:36:53.599 --> 00:36:54.710 align:start position:0%
field is that it's it really is about
people

00:36:54.710 --> 00:36:54.720 align:start position:0%
people
 

00:36:54.720 --> 00:36:57.910 align:start position:0%
people
working<00:36:55.119><c> together</c><00:36:55.839><c> and</c><00:36:56.560><c> because</c><00:36:57.280><c> robotics</c><00:36:57.839><c> is</c>

00:36:57.910 --> 00:36:57.920 align:start position:0%
working together and because robotics is
 

00:36:57.920 --> 00:36:58.230 align:start position:0%
working together and because robotics is
so

00:36:58.230 --> 00:36:58.240 align:start position:0%
so
 

00:36:58.240 --> 00:37:01.190 align:start position:0%
so
so<00:36:58.520><c> cross-disciplinary</c><00:36:59.760><c> you</c><00:37:00.000><c> need</c><00:37:00.320><c> to</c><00:37:00.480><c> have</c>

00:37:01.190 --> 00:37:01.200 align:start position:0%
so cross-disciplinary you need to have
 

00:37:01.200 --> 00:37:02.950 align:start position:0%
so cross-disciplinary you need to have
computer<00:37:01.680><c> scientists</c><00:37:02.480><c> and</c>

00:37:02.950 --> 00:37:02.960 align:start position:0%
computer scientists and
 

00:37:02.960 --> 00:37:06.790 align:start position:0%
computer scientists and
mechanical<00:37:03.520><c> engineers</c><00:37:04.240><c> and</c>

00:37:06.790 --> 00:37:06.800 align:start position:0%
 
 

00:37:06.800 --> 00:37:09.670 align:start position:0%
 
sometimes<00:37:07.440><c> materials</c><00:37:08.079><c> experts</c><00:37:08.640><c> and</c><00:37:09.440><c> many</c>

00:37:09.670 --> 00:37:09.680 align:start position:0%
sometimes materials experts and many
 

00:37:09.680 --> 00:37:10.710 align:start position:0%
sometimes materials experts and many
different<00:37:09.920><c> backgrounds</c>

00:37:10.710 --> 00:37:10.720 align:start position:0%
different backgrounds
 

00:37:10.720 --> 00:37:13.750 align:start position:0%
different backgrounds
and<00:37:10.800><c> what</c><00:37:11.119><c> what</c><00:37:11.359><c> often</c><00:37:11.599><c> happens</c><00:37:12.000><c> is</c><00:37:12.400><c> um</c>

00:37:13.750 --> 00:37:13.760 align:start position:0%
and what what often happens is um
 

00:37:13.760 --> 00:37:15.510 align:start position:0%
and what what often happens is um
that<00:37:13.920><c> becomes</c><00:37:14.160><c> so</c><00:37:14.400><c> so</c><00:37:14.640><c> second</c><00:37:14.880><c> nature</c><00:37:15.280><c> that</c><00:37:15.440><c> we</c>

00:37:15.510 --> 00:37:15.520 align:start position:0%
that becomes so so second nature that we
 

00:37:15.520 --> 00:37:16.790 align:start position:0%
that becomes so so second nature that we
don't<00:37:15.680><c> think</c><00:37:15.920><c> of</c><00:37:16.079><c> ourselves</c><00:37:16.480><c> as</c>

00:37:16.790 --> 00:37:16.800 align:start position:0%
don't think of ourselves as
 

00:37:16.800 --> 00:37:19.270 align:start position:0%
don't think of ourselves as
i'm<00:37:16.960><c> an</c><00:37:17.119><c> electrical</c><00:37:17.520><c> engineer</c><00:37:18.480><c> you</c><00:37:18.640><c> know</c><00:37:18.800><c> i'm</c>

00:37:19.270 --> 00:37:19.280 align:start position:0%
i'm an electrical engineer you know i'm
 

00:37:19.280 --> 00:37:20.710 align:start position:0%
i'm an electrical engineer you know i'm
a<00:37:19.359><c> roboticist</c><00:37:19.839><c> which</c><00:37:20.000><c> means</c><00:37:20.240><c> that</c><00:37:20.320><c> i'm</c>

00:37:20.710 --> 00:37:20.720 align:start position:0%
a roboticist which means that i'm
 

00:37:20.720 --> 00:37:22.790 align:start position:0%
a roboticist which means that i'm
comfortable<00:37:21.599><c> doing</c><00:37:21.920><c> things</c><00:37:22.160><c> and</c><00:37:22.320><c> i'm</c>

00:37:22.790 --> 00:37:22.800 align:start position:0%
comfortable doing things and i'm
 

00:37:22.800 --> 00:37:23.910 align:start position:0%
comfortable doing things and i'm
comfortable<00:37:23.119><c> talking</c><00:37:23.359><c> to</c><00:37:23.520><c> mechanical</c>

00:37:23.910 --> 00:37:23.920 align:start position:0%
comfortable talking to mechanical
 

00:37:23.920 --> 00:37:24.950 align:start position:0%
comfortable talking to mechanical
engineers

00:37:24.950 --> 00:37:24.960 align:start position:0%
engineers
 

00:37:24.960 --> 00:37:26.550 align:start position:0%
engineers
and<00:37:25.119><c> computer</c><00:37:25.520><c> scientists</c><00:37:25.920><c> and</c><00:37:26.079><c> industrial</c>

00:37:26.550 --> 00:37:26.560 align:start position:0%
and computer scientists and industrial
 

00:37:26.560 --> 00:37:28.230 align:start position:0%
and computer scientists and industrial
engineers<00:37:27.440><c> so</c><00:37:27.680><c> i</c><00:37:27.760><c> think</c><00:37:27.920><c> that's</c><00:37:28.079><c> an</c>

00:37:28.230 --> 00:37:28.240 align:start position:0%
engineers so i think that's an
 

00:37:28.240 --> 00:37:29.510 align:start position:0%
engineers so i think that's an
interesting<00:37:28.640><c> aspect</c><00:37:29.040><c> of</c><00:37:29.119><c> that</c>

00:37:29.510 --> 00:37:29.520 align:start position:0%
interesting aspect of that
 

00:37:29.520 --> 00:37:31.990 align:start position:0%
interesting aspect of that
of<00:37:29.680><c> that</c><00:37:29.920><c> field</c><00:37:30.720><c> and</c><00:37:30.880><c> but</c><00:37:31.040><c> it</c><00:37:31.280><c> seems</c><00:37:31.520><c> to</c><00:37:31.599><c> be</c>

00:37:31.990 --> 00:37:32.000 align:start position:0%
of that field and but it seems to be
 

00:37:32.000 --> 00:37:33.430 align:start position:0%
of that field and but it seems to be
really<00:37:32.240><c> a</c><00:37:32.400><c> trend</c><00:37:32.800><c> now</c>

00:37:33.430 --> 00:37:33.440 align:start position:0%
really a trend now
 

00:37:33.440 --> 00:37:35.670 align:start position:0%
really a trend now
i<00:37:33.599><c> see</c><00:37:34.400><c> here</c><00:37:34.640><c> at</c><00:37:34.720><c> berkeley</c><00:37:35.119><c> and</c><00:37:35.200><c> i</c><00:37:35.280><c> think</c><00:37:35.440><c> a</c><00:37:35.520><c> lot</c>

00:37:35.670 --> 00:37:35.680 align:start position:0%
i see here at berkeley and i think a lot
 

00:37:35.680 --> 00:37:36.950 align:start position:0%
i see here at berkeley and i think a lot
of<00:37:35.839><c> universities</c>

00:37:36.950 --> 00:37:36.960 align:start position:0%
of universities
 

00:37:36.960 --> 00:37:38.950 align:start position:0%
of universities
have<00:37:37.240><c> cross-disciplinarity</c><00:37:38.560><c> people</c><00:37:38.800><c> are</c>

00:37:38.950 --> 00:37:38.960 align:start position:0%
have cross-disciplinarity people are
 

00:37:38.960 --> 00:37:41.510 align:start position:0%
have cross-disciplinarity people are
really<00:37:39.440><c> feeling</c><00:37:39.760><c> much</c><00:37:39.920><c> more</c><00:37:40.160><c> comfortable</c>

00:37:41.510 --> 00:37:41.520 align:start position:0%
really feeling much more comfortable
 

00:37:41.520 --> 00:37:44.470 align:start position:0%
really feeling much more comfortable
working<00:37:41.839><c> outside</c><00:37:42.160><c> their</c><00:37:42.480><c> area</c><00:37:43.359><c> of</c><00:37:43.599><c> specialty</c>

00:37:44.470 --> 00:37:44.480 align:start position:0%
working outside their area of specialty
 

00:37:44.480 --> 00:37:45.670 align:start position:0%
working outside their area of specialty
and<00:37:44.640><c> working</c><00:37:44.960><c> with</c><00:37:45.040><c> someone</c><00:37:45.359><c> who</c><00:37:45.520><c> can</c>

00:37:45.670 --> 00:37:45.680 align:start position:0%
and working with someone who can
 

00:37:45.680 --> 00:37:46.390 align:start position:0%
and working with someone who can
complement<00:37:46.079><c> that</c>

00:37:46.390 --> 00:37:46.400 align:start position:0%
complement that
 

00:37:46.400 --> 00:37:48.870 align:start position:0%
complement that
in<00:37:46.640><c> interesting</c><00:37:47.040><c> ways</c><00:37:48.240><c> one</c><00:37:48.480><c> other</c><00:37:48.640><c> thing</c><00:37:48.720><c> i'll</c>

00:37:48.870 --> 00:37:48.880 align:start position:0%
in interesting ways one other thing i'll
 

00:37:48.880 --> 00:37:50.310 align:start position:0%
in interesting ways one other thing i'll
just<00:37:49.040><c> mention</c><00:37:49.359><c> is</c><00:37:49.440><c> that</c><00:37:49.839><c> um</c>

00:37:50.310 --> 00:37:50.320 align:start position:0%
just mention is that um
 

00:37:50.320 --> 00:37:52.310 align:start position:0%
just mention is that um
another<00:37:50.720><c> ieee</c><00:37:51.359><c> story</c><00:37:51.760><c> is</c><00:37:51.839><c> that</c><00:37:52.000><c> i</c><00:37:52.079><c> got</c>

00:37:52.310 --> 00:37:52.320 align:start position:0%
another ieee story is that i got
 

00:37:52.320 --> 00:37:54.550 align:start position:0%
another ieee story is that i got
involved<00:37:52.800><c> in</c><00:37:52.880><c> the</c><00:37:53.119><c> um</c>

00:37:54.550 --> 00:37:54.560 align:start position:0%
involved in the um
 

00:37:54.560 --> 00:37:57.829 align:start position:0%
involved in the um
around<00:37:55.720><c> 2002</c><00:37:57.359><c> the</c>

00:37:57.829 --> 00:37:57.839 align:start position:0%
around 2002 the
 

00:37:57.839 --> 00:38:00.870 align:start position:0%
around 2002 the
president<00:37:58.560><c> of</c><00:37:59.280><c> the</c><00:37:59.920><c> robotics</c><00:38:00.320><c> and</c><00:38:00.480><c> automation</c>

00:38:00.870 --> 00:38:00.880 align:start position:0%
president of the robotics and automation
 

00:38:00.880 --> 00:38:02.310 align:start position:0%
president of the robotics and automation
society<00:38:01.440><c> dick</c><00:38:01.680><c> bolt</c>

00:38:02.310 --> 00:38:02.320 align:start position:0%
society dick bolt
 

00:38:02.320 --> 00:38:05.829 align:start position:0%
society dick bolt
emailed<00:38:02.720><c> me</c><00:38:02.880><c> and</c><00:38:03.040><c> said</c><00:38:04.160><c> we</c><00:38:05.200><c> we</c>

00:38:05.829 --> 00:38:05.839 align:start position:0%
emailed me and said we we
 

00:38:05.839 --> 00:38:08.550 align:start position:0%
emailed me and said we we
we<00:38:06.000><c> are</c><00:38:06.160><c> having</c><00:38:07.200><c> a</c><00:38:07.359><c> challenge</c><00:38:07.839><c> that</c><00:38:08.160><c> there</c><00:38:08.400><c> is</c>

00:38:08.550 --> 00:38:08.560 align:start position:0%
we are having a challenge that there is
 

00:38:08.560 --> 00:38:09.349 align:start position:0%
we are having a challenge that there is
not<00:38:08.800><c> enough</c>

00:38:09.349 --> 00:38:09.359 align:start position:0%
not enough
 

00:38:09.359 --> 00:38:11.349 align:start position:0%
not enough
this<00:38:09.680><c> the</c><00:38:09.760><c> robotics</c><00:38:10.160><c> automation</c><00:38:10.640><c> society</c><00:38:11.119><c> is</c>

00:38:11.349 --> 00:38:11.359 align:start position:0%
this the robotics automation society is
 

00:38:11.359 --> 00:38:13.430 align:start position:0%
this the robotics automation society is
too<00:38:11.520><c> heavy</c><00:38:11.839><c> on</c><00:38:11.920><c> the</c><00:38:12.079><c> robotics</c><00:38:12.800><c> and</c><00:38:12.960><c> we</c><00:38:13.200><c> don't</c>

00:38:13.430 --> 00:38:13.440 align:start position:0%
too heavy on the robotics and we don't
 

00:38:13.440 --> 00:38:16.069 align:start position:0%
too heavy on the robotics and we don't
have<00:38:13.520><c> enough</c><00:38:13.839><c> of</c><00:38:13.920><c> the</c><00:38:14.079><c> automation</c>

00:38:16.069 --> 00:38:16.079 align:start position:0%
have enough of the automation
 

00:38:16.079 --> 00:38:17.670 align:start position:0%
have enough of the automation
so<00:38:16.240><c> how</c><00:38:16.400><c> do</c><00:38:16.560><c> we</c><00:38:16.640><c> get</c><00:38:16.800><c> more</c><00:38:16.960><c> of</c><00:38:17.040><c> this</c><00:38:17.280><c> here</c><00:38:17.520><c> and</c>

00:38:17.670 --> 00:38:17.680 align:start position:0%
so how do we get more of this here and
 

00:38:17.680 --> 00:38:19.990 align:start position:0%
so how do we get more of this here and
he<00:38:18.240><c> he</c><00:38:18.400><c> said</c><00:38:18.560><c> we</c><00:38:18.720><c> have</c><00:38:18.800><c> a</c><00:38:18.880><c> hunch</c><00:38:19.119><c> of</c><00:38:19.280><c> maybe</c>

00:38:19.990 --> 00:38:20.000 align:start position:0%
he he said we have a hunch of maybe
 

00:38:20.000 --> 00:38:22.550 align:start position:0%
he he said we have a hunch of maybe
maybe<00:38:20.240><c> if</c><00:38:20.400><c> we</c><00:38:20.480><c> had</c><00:38:20.720><c> a</c><00:38:21.200><c> a</c><00:38:21.520><c> second</c><00:38:21.920><c> journal</c><00:38:22.400><c> like</c>

00:38:22.550 --> 00:38:22.560 align:start position:0%
maybe if we had a a second journal like
 

00:38:22.560 --> 00:38:24.390 align:start position:0%
maybe if we had a a second journal like
our<00:38:22.720><c> journal</c><00:38:23.040><c> is</c><00:38:23.119><c> very</c><00:38:23.280><c> theoretical</c>

00:38:24.390 --> 00:38:24.400 align:start position:0%
our journal is very theoretical
 

00:38:24.400 --> 00:38:27.030 align:start position:0%
our journal is very theoretical
um<00:38:24.880><c> but</c><00:38:25.040><c> it's</c><00:38:25.200><c> almost</c><00:38:25.440><c> all</c><00:38:25.520><c> robotics</c><00:38:26.160><c> work</c><00:38:26.880><c> how</c>

00:38:27.030 --> 00:38:27.040 align:start position:0%
um but it's almost all robotics work how
 

00:38:27.040 --> 00:38:28.790 align:start position:0%
um but it's almost all robotics work how
can<00:38:27.200><c> we</c><00:38:27.280><c> attract</c><00:38:27.599><c> the</c><00:38:27.680><c> industrial</c><00:38:28.160><c> folks</c>

00:38:28.790 --> 00:38:28.800 align:start position:0%
can we attract the industrial folks
 

00:38:28.800 --> 00:38:29.829 align:start position:0%
can we attract the industrial folks
to<00:38:28.880><c> get</c><00:38:29.040><c> involved</c><00:38:29.440><c> maybe</c><00:38:29.599><c> we'll</c><00:38:29.680><c> have</c><00:38:29.760><c> a</c>

00:38:29.829 --> 00:38:29.839 align:start position:0%
to get involved maybe we'll have a
 

00:38:29.839 --> 00:38:30.870 align:start position:0%
to get involved maybe we'll have a
second<00:38:30.079><c> journal</c><00:38:30.400><c> it's</c><00:38:30.480><c> just</c><00:38:30.640><c> about</c>

00:38:30.870 --> 00:38:30.880 align:start position:0%
second journal it's just about
 

00:38:30.880 --> 00:38:32.150 align:start position:0%
second journal it's just about
industrial

00:38:32.150 --> 00:38:32.160 align:start position:0%
industrial
 

00:38:32.160 --> 00:38:33.270 align:start position:0%
industrial
and<00:38:32.240><c> he</c><00:38:32.400><c> said</c><00:38:32.560><c> i</c><00:38:32.640><c> want</c><00:38:32.800><c> you</c><00:38:32.880><c> to</c><00:38:33.040><c> head</c><00:38:33.200><c> to</c>

00:38:33.270 --> 00:38:33.280 align:start position:0%
and he said i want you to head to
 

00:38:33.280 --> 00:38:35.589 align:start position:0%
and he said i want you to head to
committee<00:38:33.599><c> to</c><00:38:33.760><c> investigate</c><00:38:34.320><c> this</c>

00:38:35.589 --> 00:38:35.599 align:start position:0%
committee to investigate this
 

00:38:35.599 --> 00:38:38.230 align:start position:0%
committee to investigate this
so<00:38:36.960><c> not</c><00:38:37.200><c> knowing</c><00:38:37.520><c> that</c><00:38:37.599><c> it</c><00:38:37.680><c> was</c><00:38:37.839><c> going</c><00:38:37.920><c> to</c><00:38:38.079><c> end</c>

00:38:38.230 --> 00:38:38.240 align:start position:0%
so not knowing that it was going to end
 

00:38:38.240 --> 00:38:38.870 align:start position:0%
so not knowing that it was going to end
up<00:38:38.320><c> taking</c>

00:38:38.870 --> 00:38:38.880 align:start position:0%
up taking
 

00:38:38.880 --> 00:38:41.270 align:start position:0%
up taking
three<00:38:39.040><c> years</c><00:38:39.280><c> of</c><00:38:39.359><c> my</c><00:38:39.520><c> life</c><00:38:40.079><c> we</c><00:38:40.400><c> i</c><00:38:40.640><c> took</c><00:38:40.800><c> that</c><00:38:41.040><c> on</c>

00:38:41.270 --> 00:38:41.280 align:start position:0%
three years of my life we i took that on
 

00:38:41.280 --> 00:38:42.470 align:start position:0%
three years of my life we i took that on
and<00:38:41.760><c> started</c>

00:38:42.470 --> 00:38:42.480 align:start position:0%
and started
 

00:38:42.480 --> 00:38:43.829 align:start position:0%
and started
basically<00:38:42.880><c> getting</c><00:38:43.200><c> committee</c><00:38:43.599><c> he</c><00:38:43.680><c> did</c>

00:38:43.829 --> 00:38:43.839 align:start position:0%
basically getting committee he did
 

00:38:43.839 --> 00:38:45.990 align:start position:0%
basically getting committee he did
almost<00:38:44.079><c> everything</c><00:38:44.480><c> on</c><00:38:44.560><c> the</c><00:38:44.640><c> internet</c><00:38:45.119><c> but</c><00:38:45.839><c> we</c>

00:38:45.990 --> 00:38:46.000 align:start position:0%
almost everything on the internet but we
 

00:38:46.000 --> 00:38:47.750 align:start position:0%
almost everything on the internet but we
had

00:38:47.750 --> 00:38:47.760 align:start position:0%
had
 

00:38:47.760 --> 00:38:50.390 align:start position:0%
had
thousands<00:38:48.160><c> of</c><00:38:48.320><c> emails</c><00:38:49.280><c> to</c><00:38:49.839><c> basically</c><00:38:50.240><c> try</c><00:38:50.320><c> and</c>

00:38:50.390 --> 00:38:50.400 align:start position:0%
thousands of emails to basically try and
 

00:38:50.400 --> 00:38:51.829 align:start position:0%
thousands of emails to basically try and
do<00:38:50.560><c> a</c><00:38:50.640><c> real</c><00:38:50.880><c> study</c><00:38:51.200><c> of</c><00:38:51.280><c> what</c><00:38:51.440><c> was</c><00:38:51.599><c> out</c><00:38:51.680><c> there</c>

00:38:51.829 --> 00:38:51.839 align:start position:0%
do a real study of what was out there
 

00:38:51.839 --> 00:38:53.270 align:start position:0%
do a real study of what was out there
and<00:38:51.920><c> what</c><00:38:52.079><c> was</c><00:38:52.240><c> going</c><00:38:52.480><c> on</c><00:38:52.800><c> and</c><00:38:52.960><c> one</c><00:38:53.119><c> of</c><00:38:53.200><c> the</c>

00:38:53.270 --> 00:38:53.280 align:start position:0%
and what was going on and one of the
 

00:38:53.280 --> 00:38:55.270 align:start position:0%
and what was going on and one of the
things<00:38:53.520><c> we</c><00:38:53.760><c> came</c><00:38:54.000><c> to</c><00:38:54.160><c> pretty</c><00:38:54.400><c> early</c><00:38:54.640><c> was</c>

00:38:55.270 --> 00:38:55.280 align:start position:0%
things we came to pretty early was
 

00:38:55.280 --> 00:38:57.750 align:start position:0%
things we came to pretty early was
we<00:38:55.440><c> didn't</c><00:38:55.599><c> want</c><00:38:55.760><c> to</c><00:38:55.920><c> have</c><00:38:57.119><c> two</c><00:38:57.359><c> classes</c><00:38:57.680><c> of</c>

00:38:57.750 --> 00:38:57.760 align:start position:0%
we didn't want to have two classes of
 

00:38:57.760 --> 00:38:59.109 align:start position:0%
we didn't want to have two classes of
journal<00:38:58.079><c> where</c><00:38:58.320><c> one</c><00:38:58.480><c> was</c><00:38:58.640><c> going</c><00:38:58.720><c> to</c><00:38:58.800><c> be</c><00:38:58.960><c> like</c>

00:38:59.109 --> 00:38:59.119 align:start position:0%
journal where one was going to be like
 

00:38:59.119 --> 00:39:00.310 align:start position:0%
journal where one was going to be like
the<00:38:59.280><c> theory</c><00:38:59.599><c> journal</c>

00:39:00.310 --> 00:39:00.320 align:start position:0%
the theory journal
 

00:39:00.320 --> 00:39:02.390 align:start position:0%
the theory journal
and<00:39:00.480><c> one</c><00:39:00.720><c> was</c><00:39:00.880><c> the</c><00:39:01.040><c> practice</c><00:39:01.440><c> journal</c><00:39:02.160><c> because</c>

00:39:02.390 --> 00:39:02.400 align:start position:0%
and one was the practice journal because
 

00:39:02.400 --> 00:39:03.990 align:start position:0%
and one was the practice journal because
i<00:39:02.560><c> thought</c><00:39:02.800><c> nobody</c><00:39:03.200><c> will</c><00:39:03.280><c> want</c><00:39:03.520><c> to</c><00:39:03.599><c> publish</c><00:39:03.920><c> in</c>

00:39:03.990 --> 00:39:04.000 align:start position:0%
i thought nobody will want to publish in
 

00:39:04.000 --> 00:39:05.349 align:start position:0%
i thought nobody will want to publish in
the<00:39:04.079><c> practice</c><00:39:04.480><c> journal</c><00:39:04.720><c> it's</c><00:39:04.880><c> just</c><00:39:05.040><c> not</c><00:39:05.200><c> going</c>

00:39:05.349 --> 00:39:05.359 align:start position:0%
the practice journal it's just not going
 

00:39:05.359 --> 00:39:07.109 align:start position:0%
the practice journal it's just not going
to<00:39:05.440><c> be</c><00:39:05.520><c> as</c><00:39:05.680><c> sophisticated</c>

00:39:07.109 --> 00:39:07.119 align:start position:0%
to be as sophisticated
 

00:39:07.119 --> 00:39:08.790 align:start position:0%
to be as sophisticated
but<00:39:07.359><c> instead</c><00:39:07.760><c> we</c><00:39:07.920><c> said</c><00:39:08.400><c> let's</c><00:39:08.560><c> have</c><00:39:08.720><c> a</c>

00:39:08.790 --> 00:39:08.800 align:start position:0%
but instead we said let's have a
 

00:39:08.800 --> 00:39:10.710 align:start position:0%
but instead we said let's have a
robotics<00:39:09.359><c> journal</c>

00:39:10.710 --> 00:39:10.720 align:start position:0%
robotics journal
 

00:39:10.720 --> 00:39:13.109 align:start position:0%
robotics journal
that<00:39:10.880><c> does</c><00:39:11.119><c> theory</c><00:39:11.520><c> and</c><00:39:11.760><c> applications</c><00:39:12.400><c> and</c><00:39:12.560><c> an</c>

00:39:13.109 --> 00:39:13.119 align:start position:0%
that does theory and applications and an
 

00:39:13.119 --> 00:39:14.310 align:start position:0%
that does theory and applications and an
automation<00:39:13.680><c> journal</c>

00:39:14.310 --> 00:39:14.320 align:start position:0%
automation journal
 

00:39:14.320 --> 00:39:16.069 align:start position:0%
automation journal
that<00:39:14.480><c> does</c><00:39:14.880><c> theory</c><00:39:15.200><c> and</c><00:39:15.359><c> applications</c><00:39:15.920><c> and</c>

00:39:16.069 --> 00:39:16.079 align:start position:0%
that does theory and applications and
 

00:39:16.079 --> 00:39:17.589 align:start position:0%
that does theory and applications and
they<00:39:16.160><c> would</c><00:39:16.320><c> both</c><00:39:16.640><c> be</c>

00:39:17.589 --> 00:39:17.599 align:start position:0%
they would both be
 

00:39:17.599 --> 00:39:20.230 align:start position:0%
they would both be
the<00:39:18.000><c> the</c><00:39:18.480><c> very</c><00:39:18.800><c> high</c><00:39:19.200><c> quality</c><00:39:19.680><c> archival</c>

00:39:20.230 --> 00:39:20.240 align:start position:0%
the the very high quality archival
 

00:39:20.240 --> 00:39:20.870 align:start position:0%
the the very high quality archival
journals

00:39:20.870 --> 00:39:20.880 align:start position:0%
journals
 

00:39:20.880 --> 00:39:23.750 align:start position:0%
journals
rigorous<00:39:22.240><c> and</c><00:39:22.400><c> that</c><00:39:22.640><c> idea</c><00:39:22.960><c> so</c><00:39:23.119><c> we</c><00:39:23.359><c> we</c><00:39:23.520><c> worked</c>

00:39:23.750 --> 00:39:23.760 align:start position:0%
rigorous and that idea so we we worked
 

00:39:23.760 --> 00:39:24.230 align:start position:0%
rigorous and that idea so we we worked
on<00:39:23.839><c> that</c>

00:39:24.230 --> 00:39:24.240 align:start position:0%
on that
 

00:39:24.240 --> 00:39:25.829 align:start position:0%
on that
and<00:39:24.400><c> articulating</c><00:39:25.119><c> that</c><00:39:25.280><c> and</c><00:39:25.359><c> telling</c><00:39:25.599><c> that</c>

00:39:25.829 --> 00:39:25.839 align:start position:0%
and articulating that and telling that
 

00:39:25.839 --> 00:39:28.150 align:start position:0%
and articulating that and telling that
story<00:39:26.400><c> for</c><00:39:27.200><c> for</c><00:39:27.359><c> another</c>

00:39:28.150 --> 00:39:28.160 align:start position:0%
story for for another
 

00:39:28.160 --> 00:39:29.829 align:start position:0%
story for for another
about<00:39:28.400><c> for</c><00:39:28.640><c> about</c><00:39:28.960><c> two</c><00:39:29.119><c> years</c><00:39:29.440><c> and</c><00:39:29.520><c> then</c><00:39:29.680><c> we</c>

00:39:29.829 --> 00:39:29.839 align:start position:0%
about for about two years and then we
 

00:39:29.839 --> 00:39:32.550 align:start position:0%
about for about two years and then we
proposed<00:39:30.240><c> it</c><00:39:30.640><c> and</c><00:39:30.880><c> was</c><00:39:31.200><c> voted</c><00:39:31.440><c> unanimously</c>

00:39:32.550 --> 00:39:32.560 align:start position:0%
proposed it and was voted unanimously
 

00:39:32.560 --> 00:39:34.470 align:start position:0%
proposed it and was voted unanimously
by<00:39:32.800><c> the</c><00:39:32.880><c> society</c><00:39:33.440><c> and</c><00:39:33.599><c> then</c><00:39:33.920><c> went</c><00:39:34.240><c> up</c><00:39:34.320><c> to</c><00:39:34.400><c> the</c>

00:39:34.470 --> 00:39:34.480 align:start position:0%
by the society and then went up to the
 

00:39:34.480 --> 00:39:35.990 align:start position:0%
by the society and then went up to the
ieee<00:39:35.040><c> and</c><00:39:35.119><c> they</c><00:39:35.280><c> approved</c><00:39:35.680><c> it</c>

00:39:35.990 --> 00:39:36.000 align:start position:0%
ieee and they approved it
 

00:39:36.000 --> 00:39:39.190 align:start position:0%
ieee and they approved it
and<00:39:36.079><c> so</c><00:39:36.320><c> in</c><00:39:36.400><c> 2004</c><00:39:37.280><c> the</c><00:39:37.680><c> transactions</c><00:39:38.400><c> on</c>

00:39:39.190 --> 00:39:39.200 align:start position:0%
and so in 2004 the transactions on
 

00:39:39.200 --> 00:39:42.150 align:start position:0%
and so in 2004 the transactions on
automation<00:39:39.680><c> science</c><00:39:40.000><c> and</c><00:39:41.760><c> started</c>

00:39:42.150 --> 00:39:42.160 align:start position:0%
automation science and started
 

00:39:42.160 --> 00:39:43.109 align:start position:0%
automation science and started
publishing

00:39:43.109 --> 00:39:43.119 align:start position:0%
publishing
 

00:39:43.119 --> 00:39:45.990 align:start position:0%
publishing
and<00:39:43.200><c> so</c><00:39:43.359><c> now</c><00:39:43.520><c> it's</c><00:39:43.680><c> in</c><00:39:43.839><c> it's</c><00:39:44.000><c> about</c><00:39:44.720><c> sixth</c><00:39:45.119><c> year</c>

00:39:45.990 --> 00:39:46.000 align:start position:0%
and so now it's in it's about sixth year
 

00:39:46.000 --> 00:39:46.630 align:start position:0%
and so now it's in it's about sixth year
and

00:39:46.630 --> 00:39:46.640 align:start position:0%
and
 

00:39:46.640 --> 00:39:50.390 align:start position:0%
and
it's<00:39:46.880><c> just</c><00:39:47.040><c> tremendous</c><00:39:47.599><c> it's</c><00:39:47.839><c> now</c><00:39:48.480><c> as</c><00:39:49.280><c> in</c><00:39:49.440><c> fact</c>

00:39:50.390 --> 00:39:50.400 align:start position:0%
it's just tremendous it's now as in fact
 

00:39:50.400 --> 00:39:51.750 align:start position:0%
it's just tremendous it's now as in fact
it<00:39:50.560><c> was</c><00:39:50.720><c> interesting</c><00:39:51.200><c> i</c><00:39:51.280><c> think</c><00:39:51.440><c> it</c><00:39:51.520><c> was</c><00:39:51.599><c> last</c>

00:39:51.750 --> 00:39:51.760 align:start position:0%
it was interesting i think it was last
 

00:39:51.760 --> 00:39:54.230 align:start position:0%
it was interesting i think it was last
year<00:39:51.920><c> it</c><00:39:52.000><c> was</c><00:39:52.240><c> bigger</c><00:39:52.560><c> than</c><00:39:52.720><c> the</c><00:39:52.800><c> robotics</c>

00:39:54.230 --> 00:39:54.240 align:start position:0%
year it was bigger than the robotics
 

00:39:54.240 --> 00:39:57.030 align:start position:0%
year it was bigger than the robotics
transactions<00:39:55.440><c> and</c><00:39:55.920><c> has</c><00:39:56.240><c> all</c><00:39:56.320><c> the</c><00:39:56.480><c> rigor</c><00:39:56.880><c> and</c>

00:39:57.030 --> 00:39:57.040 align:start position:0%
transactions and has all the rigor and
 

00:39:57.040 --> 00:39:58.870 align:start position:0%
transactions and has all the rigor and
all<00:39:57.119><c> the</c><00:39:57.359><c> the</c><00:39:57.599><c> quality</c><00:39:58.000><c> of</c><00:39:58.079><c> the</c><00:39:58.160><c> robotics</c><00:39:58.720><c> but</c>

00:39:58.870 --> 00:39:58.880 align:start position:0%
all the the quality of the robotics but
 

00:39:58.880 --> 00:39:59.430 align:start position:0%
all the the quality of the robotics but
it's

00:39:59.430 --> 00:39:59.440 align:start position:0%
it's
 

00:39:59.440 --> 00:40:01.190 align:start position:0%
it's
much<00:39:59.680><c> more</c><00:39:59.920><c> dominated</c><00:40:00.320><c> toward</c><00:40:00.720><c> practical</c>

00:40:01.190 --> 00:40:01.200 align:start position:0%
much more dominated toward practical
 

00:40:01.200 --> 00:40:02.630 align:start position:0%
much more dominated toward practical
industrial

00:40:02.630 --> 00:40:02.640 align:start position:0%
industrial
 

00:40:02.640 --> 00:40:07.190 align:start position:0%
industrial
problems<00:40:04.960><c> what</c><00:40:05.119><c> do</c><00:40:05.200><c> you</c><00:40:05.359><c> see</c><00:40:05.599><c> as</c><00:40:05.680><c> the</c><00:40:05.839><c> biggest</c>

00:40:07.190 --> 00:40:07.200 align:start position:0%
problems what do you see as the biggest
 

00:40:07.200 --> 00:40:10.230 align:start position:0%
problems what do you see as the biggest
applications<00:40:07.920><c> for</c><00:40:08.079><c> automation</c><00:40:08.720><c> right</c><00:40:08.960><c> now</c>

00:40:10.230 --> 00:40:10.240 align:start position:0%
applications for automation right now
 

00:40:10.240 --> 00:40:11.750 align:start position:0%
applications for automation right now
oh<00:40:10.800><c> actually</c><00:40:11.040><c> it's</c><00:40:11.200><c> a</c><00:40:11.280><c> great</c><00:40:11.440><c> point</c><00:40:11.599><c> because</c>

00:40:11.750 --> 00:40:11.760 align:start position:0%
oh actually it's a great point because
 

00:40:11.760 --> 00:40:13.270 align:start position:0%
oh actually it's a great point because
one<00:40:12.000><c> of</c><00:40:12.000><c> the</c><00:40:12.079><c> things</c><00:40:12.319><c> that</c><00:40:12.560><c> we</c><00:40:12.800><c> all</c><00:40:12.960><c> another</c>

00:40:13.270 --> 00:40:13.280 align:start position:0%
one of the things that we all another
 

00:40:13.280 --> 00:40:14.710 align:start position:0%
one of the things that we all another
aspect<00:40:13.680><c> of</c><00:40:13.760><c> this</c><00:40:13.920><c> was</c><00:40:14.079><c> we</c><00:40:14.240><c> didn't</c><00:40:14.400><c> want</c><00:40:14.560><c> it</c><00:40:14.640><c> to</c>

00:40:14.710 --> 00:40:14.720 align:start position:0%
aspect of this was we didn't want it to
 

00:40:14.720 --> 00:40:15.990 align:start position:0%
aspect of this was we didn't want it to
be<00:40:14.960><c> only</c><00:40:15.200><c> factories</c>

00:40:15.990 --> 00:40:16.000 align:start position:0%
be only factories
 

00:40:16.000 --> 00:40:18.470 align:start position:0%
be only factories
i<00:40:16.079><c> mean</c><00:40:16.240><c> factories</c><00:40:16.800><c> are</c><00:40:16.960><c> the</c><00:40:17.200><c> biggest</c><00:40:18.240><c> place</c>

00:40:18.470 --> 00:40:18.480 align:start position:0%
i mean factories are the biggest place
 

00:40:18.480 --> 00:40:19.190 align:start position:0%
i mean factories are the biggest place
where

00:40:19.190 --> 00:40:19.200 align:start position:0%
where
 

00:40:19.200 --> 00:40:20.630 align:start position:0%
where
people<00:40:19.440><c> think</c><00:40:19.599><c> about</c><00:40:19.839><c> automation</c><00:40:20.400><c> think</c>

00:40:20.630 --> 00:40:20.640 align:start position:0%
people think about automation think
 

00:40:20.640 --> 00:40:22.710 align:start position:0%
people think about automation think
about<00:40:20.800><c> assembly</c><00:40:21.280><c> lines</c><00:40:21.680><c> and</c><00:40:21.839><c> automated</c>

00:40:22.710 --> 00:40:22.720 align:start position:0%
about assembly lines and automated
 

00:40:22.720 --> 00:40:26.309 align:start position:0%
about assembly lines and automated
systems<00:40:23.119><c> and</c><00:40:23.200><c> that's</c><00:40:23.440><c> still</c><00:40:23.599><c> a</c><00:40:23.760><c> huge</c><00:40:24.720><c> area</c><00:40:25.040><c> but</c>

00:40:26.309 --> 00:40:26.319 align:start position:0%
systems and that's still a huge area but
 

00:40:26.319 --> 00:40:28.390 align:start position:0%
systems and that's still a huge area but
we<00:40:26.480><c> wanted</c><00:40:26.720><c> to</c><00:40:26.880><c> say</c><00:40:27.520><c> let's</c><00:40:27.839><c> not</c><00:40:28.000><c> limit</c>

00:40:28.390 --> 00:40:28.400 align:start position:0%
we wanted to say let's not limit
 

00:40:28.400 --> 00:40:29.750 align:start position:0%
we wanted to say let's not limit
automation<00:40:28.880><c> to</c><00:40:29.119><c> factories</c>

00:40:29.750 --> 00:40:29.760 align:start position:0%
automation to factories
 

00:40:29.760 --> 00:40:31.829 align:start position:0%
automation to factories
so<00:40:30.400><c> there's</c><00:40:30.720><c> so</c><00:40:30.880><c> many</c><00:40:31.040><c> other</c><00:40:31.280><c> applications</c>

00:40:31.829 --> 00:40:31.839 align:start position:0%
so there's so many other applications
 

00:40:31.839 --> 00:40:34.150 align:start position:0%
so there's so many other applications
for<00:40:32.240><c> example</c><00:40:32.640><c> is</c><00:40:32.800><c> the</c>

00:40:34.150 --> 00:40:34.160 align:start position:0%
for example is the
 

00:40:34.160 --> 00:40:36.550 align:start position:0%
for example is the
fast<00:40:34.480><c> lane</c><00:40:35.440><c> system</c><00:40:35.839><c> for</c><00:40:36.079><c> traffic</c><00:40:36.400><c> right</c>

00:40:36.550 --> 00:40:36.560 align:start position:0%
fast lane system for traffic right
 

00:40:36.560 --> 00:40:38.470 align:start position:0%
fast lane system for traffic right
that's<00:40:36.800><c> an</c><00:40:37.040><c> automation</c><00:40:37.520><c> system</c>

00:40:38.470 --> 00:40:38.480 align:start position:0%
that's an automation system
 

00:40:38.480 --> 00:40:40.630 align:start position:0%
that's an automation system
and<00:40:38.640><c> we</c><00:40:38.800><c> started</c><00:40:39.040><c> thinking</c><00:40:39.280><c> about</c><00:40:40.079><c> automation</c>

00:40:40.630 --> 00:40:40.640 align:start position:0%
and we started thinking about automation
 

00:40:40.640 --> 00:40:41.670 align:start position:0%
and we started thinking about automation
for

00:40:41.670 --> 00:40:41.680 align:start position:0%
for
 

00:40:41.680 --> 00:40:44.309 align:start position:0%
for
um<00:40:42.800><c> so</c><00:40:43.040><c> for</c><00:40:43.200><c> all</c><00:40:43.280><c> kinds</c><00:40:43.520><c> of</c><00:40:43.599><c> transportation</c>

00:40:44.309 --> 00:40:44.319 align:start position:0%
um so for all kinds of transportation
 

00:40:44.319 --> 00:40:45.349 align:start position:0%
um so for all kinds of transportation
problems

00:40:45.349 --> 00:40:45.359 align:start position:0%
problems
 

00:40:45.359 --> 00:40:48.790 align:start position:0%
problems
for<00:40:46.160><c> areas</c><00:40:46.800><c> of</c><00:40:46.960><c> health</c><00:40:47.280><c> care</c>

00:40:48.790 --> 00:40:48.800 align:start position:0%
for areas of health care
 

00:40:48.800 --> 00:40:52.230 align:start position:0%
for areas of health care
not<00:40:48.960><c> only</c><00:40:49.200><c> for</c><00:40:49.359><c> robot</c><00:40:49.920><c> robotic</c><00:40:51.280><c> surgery</c><00:40:51.760><c> but</c>

00:40:52.230 --> 00:40:52.240 align:start position:0%
not only for robot robotic surgery but
 

00:40:52.240 --> 00:40:54.150 align:start position:0%
not only for robot robotic surgery but
robots<00:40:52.640><c> that</c><00:40:52.720><c> could</c><00:40:52.960><c> transport</c><00:40:53.440><c> food</c><00:40:53.680><c> trays</c>

00:40:54.150 --> 00:40:54.160 align:start position:0%
robots that could transport food trays
 

00:40:54.160 --> 00:40:56.230 align:start position:0%
robots that could transport food trays
and<00:40:55.040><c> prescription</c><00:40:55.520><c> drugs</c><00:40:55.839><c> around</c><00:40:56.160><c> the</c>

00:40:56.230 --> 00:40:56.240 align:start position:0%
and prescription drugs around the
 

00:40:56.240 --> 00:40:57.750 align:start position:0%
and prescription drugs around the
hospital<00:40:56.720><c> that's</c><00:40:56.960><c> automation</c>

00:40:57.750 --> 00:40:57.760 align:start position:0%
hospital that's automation
 

00:40:57.760 --> 00:41:00.150 align:start position:0%
hospital that's automation
a<00:40:58.079><c> robot</c><00:40:58.400><c> that</c><00:40:58.560><c> would</c><00:40:58.720><c> monitor</c><00:40:59.200><c> the</c><00:40:59.839><c> by</c><00:41:00.079><c> the</c>

00:41:00.150 --> 00:41:00.160 align:start position:0%
a robot that would monitor the by the
 

00:41:00.160 --> 00:41:01.030 align:start position:0%
a robot that would monitor the by the
bedside

00:41:01.030 --> 00:41:01.040 align:start position:0%
bedside
 

00:41:01.040 --> 00:41:02.470 align:start position:0%
bedside
in<00:41:01.200><c> much</c><00:41:01.440><c> more</c><00:41:01.599><c> sophisticated</c><00:41:02.160><c> ways</c><00:41:02.400><c> than</c>

00:41:02.470 --> 00:41:02.480 align:start position:0%
in much more sophisticated ways than
 

00:41:02.480 --> 00:41:04.790 align:start position:0%
in much more sophisticated ways than
it's<00:41:02.560><c> being</c><00:41:02.720><c> done</c><00:41:02.960><c> now</c><00:41:03.119><c> that's</c><00:41:03.359><c> all</c>

00:41:04.790 --> 00:41:04.800 align:start position:0%
it's being done now that's all
 

00:41:04.800 --> 00:41:06.230 align:start position:0%
it's being done now that's all
robots<00:41:05.200><c> that</c><00:41:05.280><c> would</c><00:41:05.359><c> monitor</c><00:41:05.760><c> patients</c><00:41:06.160><c> in</c>

00:41:06.230 --> 00:41:06.240 align:start position:0%
robots that would monitor patients in
 

00:41:06.240 --> 00:41:08.950 align:start position:0%
robots that would monitor patients in
the<00:41:06.319><c> home</c><00:41:06.960><c> or</c><00:41:07.359><c> senior</c><00:41:07.760><c> citizens</c><00:41:08.319><c> and</c><00:41:08.560><c> if</c><00:41:08.720><c> they</c>

00:41:08.950 --> 00:41:08.960 align:start position:0%
the home or senior citizens and if they
 

00:41:08.960 --> 00:41:10.390 align:start position:0%
the home or senior citizens and if they
fell<00:41:09.280><c> or</c><00:41:09.440><c> something</c><00:41:09.680><c> like</c><00:41:09.839><c> that</c>

00:41:10.390 --> 00:41:10.400 align:start position:0%
fell or something like that
 

00:41:10.400 --> 00:41:14.630 align:start position:0%
fell or something like that
could<00:41:10.560><c> tell</c><00:41:11.119><c> um</c><00:41:11.440><c> security</c><00:41:12.079><c> is</c><00:41:12.240><c> a</c><00:41:12.319><c> huge</c><00:41:12.640><c> area</c><00:41:13.280><c> so</c>

00:41:14.630 --> 00:41:14.640 align:start position:0%
could tell um security is a huge area so
 

00:41:14.640 --> 00:41:16.950 align:start position:0%
could tell um security is a huge area so
in<00:41:15.280><c> almost</c><00:41:15.680><c> every</c><00:41:16.000><c> kind</c><00:41:16.160><c> of</c><00:41:16.240><c> environment</c>

00:41:16.950 --> 00:41:16.960 align:start position:0%
in almost every kind of environment
 

00:41:16.960 --> 00:41:17.990 align:start position:0%
in almost every kind of environment
there's

00:41:17.990 --> 00:41:18.000 align:start position:0%
there's
 

00:41:18.000 --> 00:41:20.230 align:start position:0%
there's
security<00:41:18.560><c> needs</c><00:41:18.800><c> for</c><00:41:19.440><c> systems</c><00:41:19.920><c> that</c><00:41:20.000><c> can</c>

00:41:20.230 --> 00:41:20.240 align:start position:0%
security needs for systems that can
 

00:41:20.240 --> 00:41:21.510 align:start position:0%
security needs for systems that can
monitor<00:41:20.640><c> the</c><00:41:20.800><c> environment</c><00:41:21.200><c> not</c><00:41:21.359><c> just</c>

00:41:21.510 --> 00:41:21.520 align:start position:0%
monitor the environment not just
 

00:41:21.520 --> 00:41:23.109 align:start position:0%
monitor the environment not just
passively<00:41:22.079><c> cameras</c><00:41:22.480><c> but</c>

00:41:23.109 --> 00:41:23.119 align:start position:0%
passively cameras but
 

00:41:23.119 --> 00:41:24.790 align:start position:0%
passively cameras but
actively<00:41:23.599><c> detect</c><00:41:24.000><c> when</c><00:41:24.079><c> something</c><00:41:24.400><c> unusual</c>

00:41:24.790 --> 00:41:24.800 align:start position:0%
actively detect when something unusual
 

00:41:24.800 --> 00:41:26.630 align:start position:0%
actively detect when something unusual
is<00:41:24.960><c> going</c><00:41:25.119><c> on</c><00:41:25.520><c> or</c><00:41:25.680><c> maybe</c>

00:41:26.630 --> 00:41:26.640 align:start position:0%
is going on or maybe
 

00:41:26.640 --> 00:41:28.630 align:start position:0%
is going on or maybe
send<00:41:26.960><c> a</c><00:41:27.040><c> robot</c><00:41:27.440><c> out</c><00:41:27.760><c> that</c><00:41:27.920><c> would</c><00:41:28.079><c> be</c><00:41:28.240><c> able</c><00:41:28.400><c> to</c>

00:41:28.630 --> 00:41:28.640 align:start position:0%
send a robot out that would be able to
 

00:41:28.640 --> 00:41:30.069 align:start position:0%
send a robot out that would be able to
check<00:41:28.960><c> around</c><00:41:29.280><c> if</c><00:41:29.440><c> they</c><00:41:29.520><c> saw</c><00:41:29.680><c> something</c>

00:41:30.069 --> 00:41:30.079 align:start position:0%
check around if they saw something
 

00:41:30.079 --> 00:41:31.270 align:start position:0%
check around if they saw something
suspicious

00:41:31.270 --> 00:41:31.280 align:start position:0%
suspicious
 

00:41:31.280 --> 00:41:34.550 align:start position:0%
suspicious
so<00:41:31.920><c> there's</c><00:41:32.160><c> that</c><00:41:32.480><c> there's</c><00:41:33.440><c> systems</c>

00:41:34.550 --> 00:41:34.560 align:start position:0%
so there's that there's systems
 

00:41:34.560 --> 00:41:37.750 align:start position:0%
so there's that there's systems
um<00:41:35.520><c> in</c><00:41:36.720><c> uh</c>

00:41:37.750 --> 00:41:37.760 align:start position:0%
um in uh
 

00:41:37.760 --> 00:41:40.870 align:start position:0%
um in uh
you<00:41:37.920><c> know</c><00:41:38.079><c> even</c><00:41:38.400><c> games</c><00:41:39.440><c> um</c><00:41:40.079><c> you</c><00:41:40.240><c> can</c><00:41:40.400><c> imagine</c>

00:41:40.870 --> 00:41:40.880 align:start position:0%
you know even games um you can imagine
 

00:41:40.880 --> 00:41:43.030 align:start position:0%
you know even games um you can imagine
aspects<00:41:41.200><c> of</c><00:41:41.359><c> automation</c><00:41:41.760><c> so</c><00:41:42.400><c> the</c><00:41:42.640><c> way</c><00:41:42.880><c> we</c>

00:41:43.030 --> 00:41:43.040 align:start position:0%
aspects of automation so the way we
 

00:41:43.040 --> 00:41:44.230 align:start position:0%
aspects of automation so the way we
characterize<00:41:43.520><c> the</c><00:41:43.680><c> difference</c><00:41:43.920><c> between</c>

00:41:44.230 --> 00:41:44.240 align:start position:0%
characterize the difference between
 

00:41:44.240 --> 00:41:46.069 align:start position:0%
characterize the difference between
automation<00:41:44.720><c> and</c><00:41:44.800><c> robotics</c><00:41:45.359><c> was</c><00:41:45.599><c> that</c>

00:41:46.069 --> 00:41:46.079 align:start position:0%
automation and robotics was that
 

00:41:46.079 --> 00:41:47.430 align:start position:0%
automation and robotics was that
robotics<00:41:46.640><c> is</c><00:41:46.800><c> really</c><00:41:46.960><c> where</c><00:41:47.200><c> you're</c><00:41:47.280><c> trying</c>

00:41:47.430 --> 00:41:47.440 align:start position:0%
robotics is really where you're trying
 

00:41:47.440 --> 00:41:49.589 align:start position:0%
robotics is really where you're trying
to<00:41:47.520><c> do</c><00:41:47.760><c> proof</c><00:41:48.000><c> of</c><00:41:48.079><c> concept</c><00:41:49.040><c> you're</c><00:41:49.200><c> trying</c><00:41:49.440><c> to</c>

00:41:49.589 --> 00:41:49.599 align:start position:0%
to do proof of concept you're trying to
 

00:41:49.599 --> 00:41:50.950 align:start position:0%
to do proof of concept you're trying to
put<00:41:49.760><c> something</c><00:41:50.000><c> in</c><00:41:50.160><c> environment</c><00:41:50.560><c> that</c>

00:41:50.950 --> 00:41:50.960 align:start position:0%
put something in environment that
 

00:41:50.960 --> 00:41:52.630 align:start position:0%
put something in environment that
there's<00:41:51.200><c> someone</c><00:41:51.599><c> is</c><00:41:51.760><c> a</c><00:41:51.920><c> super</c><00:41:52.160><c> high</c><00:41:52.400><c> degree</c>

00:41:52.630 --> 00:41:52.640 align:start position:0%
there's someone is a super high degree
 

00:41:52.640 --> 00:41:55.349 align:start position:0%
there's someone is a super high degree
of<00:41:52.800><c> uncertainty</c>

00:41:55.349 --> 00:41:55.359 align:start position:0%
of uncertainty
 

00:41:55.359 --> 00:41:57.990 align:start position:0%
of uncertainty
and<00:41:55.520><c> then</c><00:41:55.920><c> automation</c><00:41:56.560><c> is</c><00:41:56.640><c> where</c><00:41:57.119><c> you've</c><00:41:57.680><c> you</c>

00:41:57.990 --> 00:41:58.000 align:start position:0%
and then automation is where you've you
 

00:41:58.000 --> 00:41:59.670 align:start position:0%
and then automation is where you've you
understand<00:41:58.480><c> the</c><00:41:58.560><c> environment</c><00:41:59.040><c> pretty</c><00:41:59.359><c> well</c>

00:41:59.670 --> 00:41:59.680 align:start position:0%
understand the environment pretty well
 

00:41:59.680 --> 00:42:00.870 align:start position:0%
understand the environment pretty well
and<00:41:59.839><c> now</c><00:42:00.000><c> what</c><00:42:00.160><c> you're</c><00:42:00.240><c> trying</c><00:42:00.400><c> to</c><00:42:00.480><c> do</c><00:42:00.640><c> is</c><00:42:00.720><c> make</c>

00:42:00.870 --> 00:42:00.880 align:start position:0%
and now what you're trying to do is make
 

00:42:00.880 --> 00:42:03.109 align:start position:0%
and now what you're trying to do is make
something<00:42:01.200><c> that's</c><00:42:01.359><c> very</c><00:42:01.599><c> very</c><00:42:01.920><c> robust</c>

00:42:03.109 --> 00:42:03.119 align:start position:0%
something that's very very robust
 

00:42:03.119 --> 00:42:06.309 align:start position:0%
something that's very very robust
and<00:42:03.520><c> reliable</c><00:42:04.640><c> and</c><00:42:05.040><c> cost</c><00:42:05.359><c> effective</c>

00:42:06.309 --> 00:42:06.319 align:start position:0%
and reliable and cost effective
 

00:42:06.319 --> 00:42:09.349 align:start position:0%
and reliable and cost effective
so<00:42:06.560><c> the</c><00:42:06.880><c> criteria</c><00:42:07.440><c> are</c><00:42:07.599><c> different</c><00:42:09.040><c> the</c>

00:42:09.349 --> 00:42:09.359 align:start position:0%
so the criteria are different the
 

00:42:09.359 --> 00:42:11.750 align:start position:0%
so the criteria are different the
problems<00:42:09.839><c> may</c><00:42:10.000><c> be</c><00:42:10.240><c> similar</c><00:42:11.040><c> but</c><00:42:11.200><c> the</c><00:42:11.440><c> kind</c><00:42:11.680><c> of</c>

00:42:11.750 --> 00:42:11.760 align:start position:0%
problems may be similar but the kind of
 

00:42:11.760 --> 00:42:13.190 align:start position:0%
problems may be similar but the kind of
approaches<00:42:12.319><c> are</c><00:42:12.480><c> oftentimes</c>

00:42:13.190 --> 00:42:13.200 align:start position:0%
approaches are oftentimes
 

00:42:13.200 --> 00:42:23.270 align:start position:0%
approaches are oftentimes
look<00:42:14.839><c> different</c>

00:42:23.270 --> 00:42:23.280 align:start position:0%
 
 

00:42:23.280 --> 00:42:24.550 align:start position:0%
 
well<00:42:23.440><c> i</c><00:42:23.520><c> was</c><00:42:23.599><c> just</c><00:42:23.680><c> going</c><00:42:23.760><c> to</c><00:42:23.839><c> say</c><00:42:24.000><c> that</c><00:42:24.400><c> the</c>

00:42:24.550 --> 00:42:24.560 align:start position:0%
well i was just going to say that the
 

00:42:24.560 --> 00:42:26.309 align:start position:0%
well i was just going to say that the
process<00:42:24.880><c> of</c><00:42:24.960><c> working</c><00:42:25.200><c> with</c><00:42:25.359><c> i</c><00:42:25.440><c> truly</c><00:42:26.079><c> spent</c><00:42:26.240><c> a</c>

00:42:26.309 --> 00:42:26.319 align:start position:0%
process of working with i truly spent a
 

00:42:26.319 --> 00:42:27.829 align:start position:0%
process of working with i truly spent a
lot<00:42:26.480><c> of</c><00:42:26.560><c> time</c>

00:42:27.829 --> 00:42:27.839 align:start position:0%
lot of time
 

00:42:27.839 --> 00:42:29.750 align:start position:0%
lot of time
in<00:42:28.000><c> meetings</c><00:42:28.560><c> and</c><00:42:28.640><c> learning</c><00:42:28.960><c> the</c><00:42:29.119><c> policies</c>

00:42:29.750 --> 00:42:29.760 align:start position:0%
in meetings and learning the policies
 

00:42:29.760 --> 00:42:31.750 align:start position:0%
in meetings and learning the policies
and<00:42:29.839><c> how</c><00:42:30.319><c> a</c><00:42:30.480><c> journal</c>

00:42:31.750 --> 00:42:31.760 align:start position:0%
and how a journal
 

00:42:31.760 --> 00:42:34.710 align:start position:0%
and how a journal
is<00:42:31.920><c> born</c><00:42:32.400><c> i</c><00:42:32.480><c> mean</c><00:42:32.720><c> there</c><00:42:32.960><c> are</c><00:42:33.119><c> 50</c><00:42:33.440><c> journals</c><00:42:34.319><c> 50</c>

00:42:34.710 --> 00:42:34.720 align:start position:0%
is born i mean there are 50 journals 50
 

00:42:34.720 --> 00:42:36.470 align:start position:0%
is born i mean there are 50 journals 50
societies<00:42:35.440><c> i</c><00:42:35.520><c> think</c><00:42:35.680><c> there's</c>

00:42:36.470 --> 00:42:36.480 align:start position:0%
societies i think there's
 

00:42:36.480 --> 00:42:37.750 align:start position:0%
societies i think there's
probably<00:42:36.800><c> each</c><00:42:36.960><c> one</c><00:42:37.200><c> has</c><00:42:37.359><c> a</c><00:42:37.440><c> journal</c><00:42:37.680><c> a</c>

00:42:37.750 --> 00:42:37.760 align:start position:0%
probably each one has a journal a
 

00:42:37.760 --> 00:42:39.829 align:start position:0%
probably each one has a journal a
technical<00:42:38.079><c> journal</c><00:42:38.400><c> and</c><00:42:38.560><c> a</c><00:42:38.640><c> magazine</c>

00:42:39.829 --> 00:42:39.839 align:start position:0%
technical journal and a magazine
 

00:42:39.839 --> 00:42:42.710 align:start position:0%
technical journal and a magazine
so<00:42:40.319><c> is</c><00:42:40.960><c> this</c><00:42:41.119><c> huge</c><00:42:41.440><c> publishing</c><00:42:42.400><c> you</c><00:42:42.560><c> know</c>

00:42:42.710 --> 00:42:42.720 align:start position:0%
so is this huge publishing you know
 

00:42:42.720 --> 00:42:44.550 align:start position:0%
so is this huge publishing you know
behemoth<00:42:43.280><c> and</c><00:42:43.359><c> i</c><00:42:43.520><c> visited</c><00:42:43.920><c> i'm</c><00:42:44.160><c> sure</c><00:42:44.319><c> you</c><00:42:44.400><c> guys</c>

00:42:44.550 --> 00:42:44.560 align:start position:0%
behemoth and i visited i'm sure you guys
 

00:42:44.560 --> 00:42:45.829 align:start position:0%
behemoth and i visited i'm sure you guys
have<00:42:44.640><c> been</c><00:42:44.800><c> to</c><00:42:44.960><c> piscataway</c>

00:42:45.829 --> 00:42:45.839 align:start position:0%
have been to piscataway
 

00:42:45.839 --> 00:42:49.109 align:start position:0%
have been to piscataway
new<00:42:46.000><c> jersey</c><00:42:46.319><c> have</c><00:42:46.400><c> you</c><00:42:46.480><c> been</c><00:42:46.640><c> there</c>

00:42:49.109 --> 00:42:49.119 align:start position:0%
 
 

00:42:49.119 --> 00:42:50.390 align:start position:0%
 
i've<00:42:49.280><c> been</c><00:42:49.520><c> through</c><00:42:49.680><c> missed</c><00:42:49.920><c> out</c><00:42:50.000><c> away</c><00:42:50.240><c> but</c><00:42:50.319><c> i</c>

00:42:50.390 --> 00:42:50.400 align:start position:0%
i've been through missed out away but i
 

00:42:50.400 --> 00:42:52.630 align:start position:0%
i've been through missed out away but i
haven't<00:42:50.560><c> come</c><00:42:50.720><c> to</c><00:42:50.800><c> volunteer</c><00:42:51.440><c> oh</c><00:42:51.920><c> i</c><00:42:52.160><c> see</c><00:42:52.400><c> yeah</c>

00:42:52.630 --> 00:42:52.640 align:start position:0%
haven't come to volunteer oh i see yeah
 

00:42:52.640 --> 00:42:53.349 align:start position:0%
haven't come to volunteer oh i see yeah
well

00:42:53.349 --> 00:42:53.359 align:start position:0%
well
 

00:42:53.359 --> 00:42:55.190 align:start position:0%
well
it's<00:42:53.520><c> a</c><00:42:53.599><c> mecca</c><00:42:54.000><c> you</c><00:42:54.079><c> know</c><00:42:54.240><c> it's</c><00:42:54.400><c> like</c><00:42:54.560><c> this</c>

00:42:55.190 --> 00:42:55.200 align:start position:0%
it's a mecca you know it's like this
 

00:42:55.200 --> 00:42:56.710 align:start position:0%
it's a mecca you know it's like this
huge<00:42:56.000><c> uh</c>

00:42:56.710 --> 00:42:56.720 align:start position:0%
huge uh
 

00:42:56.720 --> 00:42:58.309 align:start position:0%
huge uh
operation operations<00:42:57.359><c> like</c><00:42:57.520><c> a</c><00:42:57.760><c> university</c>

00:42:58.309 --> 00:42:58.319 align:start position:0%
operation operations like a university
 

00:42:58.319 --> 00:43:00.470 align:start position:0%
operation operations like a university
campus<00:42:58.880><c> lots</c><00:42:59.200><c> of</c><00:42:59.280><c> buildings</c><00:42:59.920><c> all</c><00:43:00.079><c> kinds</c><00:43:00.240><c> of</c>

00:43:00.470 --> 00:43:00.480 align:start position:0%
campus lots of buildings all kinds of
 

00:43:00.480 --> 00:43:01.190 align:start position:0%
campus lots of buildings all kinds of
offices

00:43:01.190 --> 00:43:01.200 align:start position:0%
offices
 

00:43:01.200 --> 00:43:02.470 align:start position:0%
offices
and<00:43:01.520><c> that's</c><00:43:01.760><c> where</c><00:43:01.920><c> they</c><00:43:02.079><c> actually</c><00:43:02.240><c> put</c>

00:43:02.470 --> 00:43:02.480 align:start position:0%
and that's where they actually put
 

00:43:02.480 --> 00:43:03.910 align:start position:0%
and that's where they actually put
together<00:43:02.800><c> and</c><00:43:02.880><c> assemble</c><00:43:03.280><c> all</c><00:43:03.359><c> the</c><00:43:03.520><c> technical</c>

00:43:03.910 --> 00:43:03.920 align:start position:0%
together and assemble all the technical
 

00:43:03.920 --> 00:43:04.870 align:start position:0%
together and assemble all the technical
publications

00:43:04.870 --> 00:43:04.880 align:start position:0%
publications
 

00:43:04.880 --> 00:43:07.670 align:start position:0%
publications
so<00:43:05.040><c> it's</c><00:43:05.200><c> a</c><00:43:05.280><c> really</c><00:43:05.920><c> huge</c><00:43:06.400><c> operation</c><00:43:07.040><c> and</c><00:43:07.520><c> we</c>

00:43:07.670 --> 00:43:07.680 align:start position:0%
so it's a really huge operation and we
 

00:43:07.680 --> 00:43:08.710 align:start position:0%
so it's a really huge operation and we
got<00:43:07.920><c> to</c><00:43:08.079><c> see</c>

00:43:08.710 --> 00:43:08.720 align:start position:0%
got to see
 

00:43:08.720 --> 00:43:11.829 align:start position:0%
got to see
how<00:43:09.839><c> these</c><00:43:10.000><c> decisions</c><00:43:10.560><c> get</c><00:43:10.800><c> made</c><00:43:11.119><c> and</c><00:43:11.280><c> how</c>

00:43:11.829 --> 00:43:11.839 align:start position:0%
how these decisions get made and how
 

00:43:11.839 --> 00:43:12.870 align:start position:0%
how these decisions get made and how
carefully<00:43:12.240><c> it</c><00:43:12.400><c> was</c>

00:43:12.870 --> 00:43:12.880 align:start position:0%
carefully it was
 

00:43:12.880 --> 00:43:14.309 align:start position:0%
carefully it was
you<00:43:12.960><c> know</c><00:43:13.040><c> when</c><00:43:13.200><c> we</c><00:43:13.359><c> first</c><00:43:13.680><c> put</c><00:43:13.839><c> the</c><00:43:14.000><c> idea</c><00:43:14.240><c> of</c>

00:43:14.309 --> 00:43:14.319 align:start position:0%
you know when we first put the idea of
 

00:43:14.319 --> 00:43:16.150 align:start position:0%
you know when we first put the idea of
the<00:43:14.400><c> journal</c><00:43:14.880><c> other</c><00:43:15.200><c> societies</c>

00:43:16.150 --> 00:43:16.160 align:start position:0%
the journal other societies
 

00:43:16.160 --> 00:43:18.230 align:start position:0%
the journal other societies
had<00:43:16.400><c> to</c><00:43:16.480><c> be</c><00:43:17.040><c> you</c><00:43:17.119><c> know</c><00:43:17.200><c> had</c><00:43:17.359><c> to</c><00:43:17.680><c> we</c><00:43:17.839><c> had</c><00:43:17.920><c> to</c><00:43:18.079><c> make</c>

00:43:18.230 --> 00:43:18.240 align:start position:0%
had to be you know had to we had to make
 

00:43:18.240 --> 00:43:19.910 align:start position:0%
had to be you know had to we had to make
sure<00:43:18.400><c> we</c><00:43:18.560><c> weren't</c><00:43:18.800><c> on</c><00:43:18.880><c> their</c><00:43:19.119><c> turf</c><00:43:19.520><c> and</c>

00:43:19.910 --> 00:43:19.920 align:start position:0%
sure we weren't on their turf and
 

00:43:19.920 --> 00:43:22.950 align:start position:0%
sure we weren't on their turf and
negotiate<00:43:20.720><c> and</c><00:43:21.599><c> all</c><00:43:21.760><c> the</c><00:43:21.839><c> levels</c><00:43:22.160><c> of</c><00:43:22.319><c> approval</c>

00:43:22.950 --> 00:43:22.960 align:start position:0%
negotiate and all the levels of approval
 

00:43:22.960 --> 00:43:25.829 align:start position:0%
negotiate and all the levels of approval
financing<00:43:24.480><c> you</c><00:43:24.640><c> know</c><00:43:24.880><c> and</c><00:43:24.960><c> how</c><00:43:25.119><c> we</c><00:43:25.359><c> launched</c>

00:43:25.829 --> 00:43:25.839 align:start position:0%
financing you know and how we launched
 

00:43:25.839 --> 00:43:26.150 align:start position:0%
financing you know and how we launched
it

00:43:26.150 --> 00:43:26.160 align:start position:0%
it
 

00:43:26.160 --> 00:43:28.790 align:start position:0%
it
and<00:43:26.480><c> we</c><00:43:26.720><c> had</c><00:43:26.880><c> to</c><00:43:27.440><c> you</c><00:43:27.520><c> know</c><00:43:27.760><c> develop</c><00:43:28.160><c> our</c><00:43:28.319><c> own</c>

00:43:28.790 --> 00:43:28.800 align:start position:0%
and we had to you know develop our own
 

00:43:28.800 --> 00:43:29.430 align:start position:0%
and we had to you know develop our own
kind<00:43:28.960><c> of</c>

00:43:29.430 --> 00:43:29.440 align:start position:0%
kind of
 

00:43:29.440 --> 00:43:31.589 align:start position:0%
kind of
posters<00:43:29.920><c> and</c><00:43:30.000><c> brochures</c><00:43:30.720><c> and</c><00:43:31.119><c> anyway</c><00:43:31.440><c> so</c><00:43:31.599><c> it</c>

00:43:31.589 --> 00:43:31.599 align:start position:0%
posters and brochures and anyway so it
 

00:43:31.599 --> 00:43:33.190 align:start position:0%
posters and brochures and anyway so it
was<00:43:31.760><c> really</c><00:43:32.079><c> fascinating</c><00:43:32.640><c> but</c><00:43:32.800><c> i</c><00:43:32.880><c> have</c><00:43:33.040><c> a</c><00:43:33.040><c> lot</c>

00:43:33.190 --> 00:43:33.200 align:start position:0%
was really fascinating but i have a lot
 

00:43:33.200 --> 00:43:34.630 align:start position:0%
was really fascinating but i have a lot
of<00:43:33.280><c> respect</c><00:43:33.760><c> because</c>

00:43:34.630 --> 00:43:34.640 align:start position:0%
of respect because
 

00:43:34.640 --> 00:43:37.030 align:start position:0%
of respect because
the<00:43:35.040><c> the</c><00:43:35.200><c> quality</c><00:43:35.680><c> is</c><00:43:35.839><c> extremely</c><00:43:36.319><c> high</c><00:43:36.800><c> and</c>

00:43:37.030 --> 00:43:37.040 align:start position:0%
the the quality is extremely high and
 

00:43:37.040 --> 00:43:40.710 align:start position:0%
the the quality is extremely high and
there's<00:43:37.520><c> this</c><00:43:37.760><c> emphasis</c><00:43:38.160><c> on</c><00:43:38.319><c> rigor</c><00:43:38.839><c> and</c><00:43:39.920><c> it</c><00:43:40.079><c> is</c>

00:43:40.710 --> 00:43:40.720 align:start position:0%
there's this emphasis on rigor and it is
 

00:43:40.720 --> 00:43:43.190 align:start position:0%
there's this emphasis on rigor and it is
it<00:43:40.960><c> is</c><00:43:41.440><c> it</c><00:43:41.599><c> requires</c><00:43:42.079><c> huge</c><00:43:42.319><c> amounts</c><00:43:42.640><c> of</c><00:43:42.800><c> time</c><00:43:43.119><c> i</c>

00:43:43.190 --> 00:43:43.200 align:start position:0%
it is it requires huge amounts of time i
 

00:43:43.200 --> 00:43:44.309 align:start position:0%
it is it requires huge amounts of time i
mean<00:43:43.359><c> i'm</c><00:43:43.599><c> really</c>

00:43:44.309 --> 00:43:44.319 align:start position:0%
mean i'm really
 

00:43:44.319 --> 00:43:46.069 align:start position:0%
mean i'm really
the<00:43:44.480><c> great</c><00:43:44.720><c> other</c><00:43:44.880><c> thing</c><00:43:45.040><c> about</c><00:43:45.200><c> ieee</c><00:43:45.760><c> is</c><00:43:45.920><c> it</c>

00:43:46.069 --> 00:43:46.079 align:start position:0%
the great other thing about ieee is it
 

00:43:46.079 --> 00:43:47.990 align:start position:0%
the great other thing about ieee is it
is<00:43:46.319><c> how</c><00:43:46.640><c> much</c><00:43:46.880><c> dedicated</c>

00:43:47.990 --> 00:43:48.000 align:start position:0%
is how much dedicated
 

00:43:48.000 --> 00:43:50.150 align:start position:0%
is how much dedicated
volunteer<00:43:48.560><c> time</c><00:43:48.880><c> goes</c><00:43:49.119><c> into</c><00:43:49.359><c> it</c><00:43:49.920><c> people</c>

00:43:50.150 --> 00:43:50.160 align:start position:0%
volunteer time goes into it people
 

00:43:50.160 --> 00:43:51.589 align:start position:0%
volunteer time goes into it people
around<00:43:50.400><c> the</c><00:43:50.480><c> world</c><00:43:50.880><c> are</c><00:43:50.960><c> just</c>

00:43:51.589 --> 00:43:51.599 align:start position:0%
around the world are just
 

00:43:51.599 --> 00:43:52.829 align:start position:0%
around the world are just
you<00:43:51.680><c> know</c><00:43:52.079><c> as</c><00:43:52.319><c> we're</c><00:43:52.400><c> having</c><00:43:52.640><c> this</c>

00:43:52.829 --> 00:43:52.839 align:start position:0%
you know as we're having this
 

00:43:52.839 --> 00:43:55.510 align:start position:0%
you know as we're having this
conversation<00:43:54.319><c> thousands</c><00:43:54.720><c> of</c><00:43:54.880><c> hours</c><00:43:55.119><c> are</c><00:43:55.280><c> put</c>

00:43:55.510 --> 00:43:55.520 align:start position:0%
conversation thousands of hours are put
 

00:43:55.520 --> 00:43:56.069 align:start position:0%
conversation thousands of hours are put
in

00:43:56.069 --> 00:43:56.079 align:start position:0%
in
 

00:43:56.079 --> 00:43:59.910 align:start position:0%
in
um<00:43:56.960><c> man</c><00:43:57.200><c> hours</c><00:43:57.599><c> women</c><00:43:58.160><c> people</c><00:43:58.480><c> person</c><00:43:58.880><c> hours</c>

00:43:59.910 --> 00:43:59.920 align:start position:0%
um man hours women people person hours
 

00:43:59.920 --> 00:44:03.510 align:start position:0%
um man hours women people person hours
are<00:44:00.160><c> put</c><00:44:00.319><c> in</c><00:44:01.040><c> doing</c><00:44:01.680><c> just</c><00:44:02.319><c> reviewing</c>

00:44:03.510 --> 00:44:03.520 align:start position:0%
are put in doing just reviewing
 

00:44:03.520 --> 00:44:07.030 align:start position:0%
are put in doing just reviewing
reading<00:44:04.480><c> writing</c><00:44:05.280><c> organizing</c><00:44:06.319><c> i</c><00:44:06.400><c> mean</c>

00:44:07.030 --> 00:44:07.040 align:start position:0%
reading writing organizing i mean
 

00:44:07.040 --> 00:44:09.270 align:start position:0%
reading writing organizing i mean
that's<00:44:07.280><c> one</c><00:44:07.440><c> great</c><00:44:07.599><c> thing</c><00:44:07.839><c> about</c><00:44:08.160><c> the</c><00:44:08.800><c> the</c>

00:44:09.270 --> 00:44:09.280 align:start position:0%
that's one great thing about the the
 

00:44:09.280 --> 00:44:10.630 align:start position:0%
that's one great thing about the the
organization<00:44:10.000><c> because</c>

00:44:10.630 --> 00:44:10.640 align:start position:0%
organization because
 

00:44:10.640 --> 00:44:12.550 align:start position:0%
organization because
i've<00:44:10.880><c> had</c><00:44:11.119><c> a</c><00:44:11.200><c> chance</c><00:44:11.440><c> to</c><00:44:11.520><c> work</c><00:44:11.760><c> with</c><00:44:11.920><c> some</c>

00:44:12.550 --> 00:44:12.560 align:start position:0%
i've had a chance to work with some
 

00:44:12.560 --> 00:44:14.710 align:start position:0%
i've had a chance to work with some
incredible<00:44:13.520><c> researchers</c><00:44:14.079><c> who</c><00:44:14.240><c> are</c><00:44:14.319><c> not</c><00:44:14.480><c> only</c>

00:44:14.710 --> 00:44:14.720 align:start position:0%
incredible researchers who are not only
 

00:44:14.720 --> 00:44:15.430 align:start position:0%
incredible researchers who are not only
great

00:44:15.430 --> 00:44:15.440 align:start position:0%
great
 

00:44:15.440 --> 00:44:18.470 align:start position:0%
great
minds<00:44:16.079><c> or</c><00:44:16.240><c> great</c><00:44:16.880><c> theoreticians</c><00:44:17.839><c> and</c>

00:44:18.470 --> 00:44:18.480 align:start position:0%
minds or great theoreticians and
 

00:44:18.480 --> 00:44:21.829 align:start position:0%
minds or great theoreticians and
engineers<00:44:19.920><c> but</c><00:44:20.480><c> they're</c><00:44:20.720><c> also</c><00:44:21.280><c> extremely</c>

00:44:21.829 --> 00:44:21.839 align:start position:0%
engineers but they're also extremely
 

00:44:21.839 --> 00:44:23.270 align:start position:0%
engineers but they're also extremely
generous<00:44:22.160><c> with</c><00:44:22.319><c> their</c><00:44:22.640><c> time</c>

00:44:23.270 --> 00:44:23.280 align:start position:0%
generous with their time
 

00:44:23.280 --> 00:44:26.309 align:start position:0%
generous with their time
and<00:44:23.680><c> organizing</c><00:44:24.480><c> and</c><00:44:24.800><c> planning</c><00:44:25.359><c> and</c><00:44:26.000><c> taking</c>

00:44:26.309 --> 00:44:26.319 align:start position:0%
and organizing and planning and taking
 

00:44:26.319 --> 00:44:27.990 align:start position:0%
and organizing and planning and taking
care<00:44:26.480><c> of</c><00:44:26.640><c> every</c><00:44:26.880><c> detail</c><00:44:27.359><c> down</c><00:44:27.520><c> there</c><00:44:27.680><c> where</c><00:44:27.839><c> is</c>

00:44:27.990 --> 00:44:28.000 align:start position:0%
care of every detail down there where is
 

00:44:28.000 --> 00:44:29.910 align:start position:0%
care of every detail down there where is
the<00:44:28.079><c> box</c><00:44:28.400><c> lunch</c><00:44:28.720><c> gonna</c><00:44:28.960><c> be</c><00:44:29.119><c> for</c><00:44:29.280><c> the</c><00:44:29.359><c> banquet</c>

00:44:29.910 --> 00:44:29.920 align:start position:0%
the box lunch gonna be for the banquet
 

00:44:29.920 --> 00:44:30.470 align:start position:0%
the box lunch gonna be for the banquet
and

00:44:30.470 --> 00:44:30.480 align:start position:0%
and
 

00:44:30.480 --> 00:44:31.829 align:start position:0%
and
where's<00:44:30.880><c> parking</c><00:44:31.200><c> gonna</c><00:44:31.440><c> be</c><00:44:31.599><c> you</c><00:44:31.680><c> know</c>

00:44:31.829 --> 00:44:31.839 align:start position:0%
where's parking gonna be you know
 

00:44:31.839 --> 00:44:33.030 align:start position:0%
where's parking gonna be you know
there's<00:44:32.000><c> a</c><00:44:32.079><c> million</c><00:44:32.400><c> of</c><00:44:32.560><c> those</c><00:44:32.720><c> kind</c><00:44:32.880><c> of</c>

00:44:33.030 --> 00:44:33.040 align:start position:0%
there's a million of those kind of
 

00:44:33.040 --> 00:44:34.470 align:start position:0%
there's a million of those kind of
things<00:44:33.440><c> and</c><00:44:33.520><c> people</c><00:44:33.760><c> don't</c><00:44:33.920><c> get</c><00:44:34.079><c> paid</c><00:44:34.319><c> they're</c>

00:44:34.470 --> 00:44:34.480 align:start position:0%
things and people don't get paid they're
 

00:44:34.480 --> 00:44:35.589 align:start position:0%
things and people don't get paid they're
doing<00:44:34.720><c> it</c><00:44:34.880><c> all</c><00:44:35.119><c> for</c>

00:44:35.589 --> 00:44:35.599 align:start position:0%
doing it all for
 

00:44:35.599 --> 00:44:40.870 align:start position:0%
doing it all for
you<00:44:35.760><c> know</c><00:44:36.560><c> for</c><00:44:36.720><c> very</c><00:44:36.960><c> good</c><00:44:37.119><c> of</c><00:44:37.200><c> the</c><00:44:37.359><c> society</c>

00:44:40.870 --> 00:44:40.880 align:start position:0%
 
 

00:44:40.880 --> 00:44:42.950 align:start position:0%
 
so<00:44:41.280><c> what</c><00:44:41.520><c> kind</c><00:44:41.839><c> i</c><00:44:42.000><c> think</c><00:44:42.240><c> from</c><00:44:42.560><c> from</c><00:44:42.720><c> what</c><00:44:42.880><c> i</c>

00:44:42.950 --> 00:44:42.960 align:start position:0%
so what kind i think from from what i
 

00:44:42.960 --> 00:44:44.870 align:start position:0%
so what kind i think from from what i
understand<00:44:43.520><c> of</c><00:44:43.599><c> your</c><00:44:43.839><c> work</c>

00:44:44.870 --> 00:44:44.880 align:start position:0%
understand of your work
 

00:44:44.880 --> 00:44:46.309 align:start position:0%
understand of your work
would<00:44:45.040><c> you</c><00:44:45.200><c> say</c><00:44:45.359><c> that</c><00:44:45.520><c> most</c><00:44:45.760><c> of</c><00:44:45.839><c> it</c><00:44:46.000><c> is</c><00:44:46.160><c> in</c>

00:44:46.309 --> 00:44:46.319 align:start position:0%
would you say that most of it is in
 

00:44:46.319 --> 00:44:49.589 align:start position:0%
would you say that most of it is in
robotics<00:44:46.960><c> rather</c><00:44:47.280><c> than</c><00:44:47.599><c> automation</c>

00:44:49.589 --> 00:44:49.599 align:start position:0%
robotics rather than automation
 

00:44:49.599 --> 00:44:52.230 align:start position:0%
robotics rather than automation
or<00:44:50.400><c> no</c><00:44:50.560><c> it's</c><00:44:50.720><c> really</c><00:44:50.960><c> straddles</c><00:44:51.359><c> both</c><00:44:51.599><c> because</c>

00:44:52.230 --> 00:44:52.240 align:start position:0%
or no it's really straddles both because
 

00:44:52.240 --> 00:44:52.710 align:start position:0%
or no it's really straddles both because
um

00:44:52.710 --> 00:44:52.720 align:start position:0%
um
 

00:44:52.720 --> 00:44:54.230 align:start position:0%
um
the<00:44:53.119><c> all</c><00:44:53.280><c> the</c><00:44:53.359><c> work</c><00:44:53.599><c> i</c><00:44:53.680><c> was</c><00:44:53.760><c> describing</c><00:44:54.160><c> with</c>

00:44:54.230 --> 00:44:54.240 align:start position:0%
the all the work i was describing with
 

00:44:54.240 --> 00:44:55.829 align:start position:0%
the all the work i was describing with
the<00:44:54.560><c> um</c>

00:44:55.829 --> 00:44:55.839 align:start position:0%
the um
 

00:44:55.839 --> 00:44:57.670 align:start position:0%
the um
part<00:44:56.160><c> feeding</c><00:44:56.640><c> and</c><00:44:56.800><c> fixturing</c><00:44:57.440><c> and</c><00:44:57.520><c> those</c>

00:44:57.670 --> 00:44:57.680 align:start position:0%
part feeding and fixturing and those
 

00:44:57.680 --> 00:44:59.589 align:start position:0%
part feeding and fixturing and those
things<00:44:58.000><c> are</c><00:44:58.480><c> automation</c>

00:44:59.589 --> 00:44:59.599 align:start position:0%
things are automation
 

00:44:59.599 --> 00:45:01.030 align:start position:0%
things are automation
and<00:44:59.680><c> then</c><00:44:59.920><c> the</c><00:45:00.000><c> robotics</c><00:45:00.480><c> i</c><00:45:00.640><c> would</c><00:45:00.720><c> say</c><00:45:00.880><c> the</c>

00:45:01.030 --> 00:45:01.040 align:start position:0%
and then the robotics i would say the
 

00:45:01.040 --> 00:45:03.030 align:start position:0%
and then the robotics i would say the
telerobotics<00:45:01.760><c> is</c><00:45:01.920><c> in</c><00:45:02.000><c> that</c><00:45:02.480><c> category</c><00:45:02.960><c> and</c>

00:45:03.030 --> 00:45:03.040 align:start position:0%
telerobotics is in that category and
 

00:45:03.040 --> 00:45:04.309 align:start position:0%
telerobotics is in that category and
then<00:45:03.280><c> also</c>

00:45:04.309 --> 00:45:04.319 align:start position:0%
then also
 

00:45:04.319 --> 00:45:06.550 align:start position:0%
then also
the<00:45:04.480><c> medical</c><00:45:04.880><c> robotics</c><00:45:05.839><c> is</c><00:45:06.000><c> kind</c><00:45:06.160><c> of</c><00:45:06.240><c> more</c><00:45:06.480><c> on</c>

00:45:06.550 --> 00:45:06.560 align:start position:0%
the medical robotics is kind of more on
 

00:45:06.560 --> 00:45:07.750 align:start position:0%
the medical robotics is kind of more on
the<00:45:06.640><c> robotics</c>

00:45:07.750 --> 00:45:07.760 align:start position:0%
the robotics
 

00:45:07.760 --> 00:45:08.870 align:start position:0%
the robotics
yeah<00:45:07.920><c> i</c><00:45:08.000><c> would</c><00:45:08.160><c> definitely</c><00:45:08.400><c> say</c><00:45:08.560><c> it</c><00:45:08.640><c> would</c><00:45:08.720><c> be</c>

00:45:08.870 --> 00:45:08.880 align:start position:0%
yeah i would definitely say it would be
 

00:45:08.880 --> 00:45:11.510 align:start position:0%
yeah i would definitely say it would be
more<00:45:09.040><c> on</c><00:45:09.119><c> the</c><00:45:09.200><c> robotic</c><00:45:09.599><c> side</c><00:45:10.720><c> so</c><00:45:10.880><c> what</c><00:45:11.119><c> are</c><00:45:11.280><c> all</c>

00:45:11.510 --> 00:45:11.520 align:start position:0%
more on the robotic side so what are all
 

00:45:11.520 --> 00:45:12.069 align:start position:0%
more on the robotic side so what are all
the

00:45:12.069 --> 00:45:12.079 align:start position:0%
the
 

00:45:12.079 --> 00:45:14.630 align:start position:0%
the
just<00:45:12.240><c> so</c><00:45:12.480><c> that</c><00:45:12.960><c> we</c><00:45:13.119><c> kind</c><00:45:13.359><c> of</c><00:45:13.520><c> have</c><00:45:13.760><c> a</c><00:45:14.319><c> list</c><00:45:14.560><c> of</c>

00:45:14.630 --> 00:45:14.640 align:start position:0%
just so that we kind of have a list of
 

00:45:14.640 --> 00:45:15.910 align:start position:0%
just so that we kind of have a list of
these<00:45:14.880><c> what</c><00:45:15.119><c> are</c><00:45:15.280><c> all</c><00:45:15.440><c> the</c>

00:45:15.910 --> 00:45:15.920 align:start position:0%
these what are all the
 

00:45:15.920 --> 00:45:19.430 align:start position:0%
these what are all the
robotic<00:45:16.839><c> um</c><00:45:18.160><c> platforms</c><00:45:18.720><c> that</c><00:45:18.880><c> you've</c><00:45:19.119><c> worked</c>

00:45:19.430 --> 00:45:19.440 align:start position:0%
robotic um platforms that you've worked
 

00:45:19.440 --> 00:45:20.710 align:start position:0%
robotic um platforms that you've worked
with<00:45:19.680><c> through</c><00:45:19.920><c> the</c><00:45:20.000><c> different</c><00:45:20.240><c> robotics</c>

00:45:20.710 --> 00:45:20.720 align:start position:0%
with through the different robotics
 

00:45:20.720 --> 00:45:22.630 align:start position:0%
with through the different robotics
projects<00:45:21.040><c> so</c><00:45:21.200><c> we</c><00:45:21.359><c> have</c><00:45:21.520><c> we</c><00:45:21.760><c> came</c><00:45:22.000><c> to</c><00:45:22.160><c> the</c>

00:45:22.630 --> 00:45:22.640 align:start position:0%
projects so we have we came to the
 

00:45:22.640 --> 00:45:24.470 align:start position:0%
projects so we have we came to the
we<00:45:22.800><c> had</c><00:45:22.960><c> the</c><00:45:23.040><c> telegarden</c><00:45:23.680><c> we</c><00:45:23.839><c> kicked</c><00:45:24.160><c> medical</c>

00:45:24.470 --> 00:45:24.480 align:start position:0%
we had the telegarden we kicked medical
 

00:45:24.480 --> 00:45:26.870 align:start position:0%
we had the telegarden we kicked medical
robotics<00:45:25.520><c> do</c><00:45:25.680><c> we</c><00:45:25.839><c> have</c><00:45:26.000><c> stuff</c><00:45:26.319><c> after</c><00:45:26.560><c> that</c><00:45:26.720><c> or</c>

00:45:26.870 --> 00:45:26.880 align:start position:0%
robotics do we have stuff after that or
 

00:45:26.880 --> 00:45:29.589 align:start position:0%
robotics do we have stuff after that or
have<00:45:27.040><c> we</c><00:45:27.200><c> missed</c><00:45:27.440><c> anything</c><00:45:27.920><c> in</c><00:45:28.000><c> between</c>

00:45:29.589 --> 00:45:29.599 align:start position:0%
have we missed anything in between
 

00:45:29.599 --> 00:45:33.030 align:start position:0%
have we missed anything in between
um<00:45:30.880><c> no</c><00:45:31.359><c> i</c><00:45:31.599><c> guess</c><00:45:32.160><c> i</c><00:45:32.240><c> mean</c><00:45:32.480><c> we've</c>

00:45:33.030 --> 00:45:33.040 align:start position:0%
um no i guess i mean we've
 

00:45:33.040 --> 00:45:34.870 align:start position:0%
um no i guess i mean we've
i've<00:45:33.839><c> i've</c><00:45:34.000><c> worked</c><00:45:34.240><c> with</c><00:45:34.319><c> a</c><00:45:34.400><c> number</c><00:45:34.640><c> of</c>

00:45:34.870 --> 00:45:34.880 align:start position:0%
i've i've worked with a number of
 

00:45:34.880 --> 00:45:36.309 align:start position:0%
i've i've worked with a number of
industrial<00:45:35.359><c> robots</c>

00:45:36.309 --> 00:45:36.319 align:start position:0%
industrial robots
 

00:45:36.319 --> 00:45:39.510 align:start position:0%
industrial robots
like<00:45:36.480><c> this</c><00:45:36.720><c> adept</c><00:45:37.119><c> arm</c><00:45:37.760><c> and</c>

00:45:39.510 --> 00:45:39.520 align:start position:0%
like this adept arm and
 

00:45:39.520 --> 00:45:41.190 align:start position:0%
like this adept arm and
those<00:45:39.680><c> systems</c><00:45:40.079><c> are</c><00:45:40.160><c> always</c><00:45:40.400><c> very</c><00:45:40.720><c> impressive</c>

00:45:41.190 --> 00:45:41.200 align:start position:0%
those systems are always very impressive
 

00:45:41.200 --> 00:45:43.270 align:start position:0%
those systems are always very impressive
because<00:45:42.000><c> they're</c><00:45:42.240><c> so</c><00:45:42.400><c> well</c><00:45:42.720><c> engineered</c><00:45:43.200><c> and</c>

00:45:43.270 --> 00:45:43.280 align:start position:0%
because they're so well engineered and
 

00:45:43.280 --> 00:45:45.190 align:start position:0%
because they're so well engineered and
they<00:45:43.440><c> have</c><00:45:43.520><c> to</c><00:45:43.760><c> work</c>

00:45:45.190 --> 00:45:45.200 align:start position:0%
they have to work
 

00:45:45.200 --> 00:45:47.510 align:start position:0%
they have to work
round<00:45:45.440><c> the</c><00:45:45.520><c> clock</c><00:45:45.920><c> for</c><00:45:46.240><c> years</c><00:45:46.640><c> at</c><00:45:46.720><c> a</c><00:45:46.880><c> time</c><00:45:47.200><c> so</c><00:45:47.359><c> i</c>

00:45:47.510 --> 00:45:47.520 align:start position:0%
round the clock for years at a time so i
 

00:45:47.520 --> 00:45:49.349 align:start position:0%
round the clock for years at a time so i
really<00:45:48.079><c> developed</c><00:45:48.400><c> a</c><00:45:48.480><c> respect</c><00:45:48.800><c> for</c>

00:45:49.349 --> 00:45:49.359 align:start position:0%
really developed a respect for
 

00:45:49.359 --> 00:45:51.750 align:start position:0%
really developed a respect for
how<00:45:49.520><c> those</c><00:45:49.680><c> systems</c><00:45:50.079><c> are</c><00:45:50.240><c> made</c><00:45:51.040><c> and</c><00:45:51.440><c> brian</c>

00:45:51.750 --> 00:45:51.760 align:start position:0%
how those systems are made and brian
 

00:45:51.760 --> 00:45:54.230 align:start position:0%
how those systems are made and brian
carlisle<00:45:52.240><c> in</c><00:45:52.400><c> fact</c><00:45:52.640><c> actually</c><00:45:52.880><c> the</c><00:45:53.119><c> president</c>

00:45:54.230 --> 00:45:54.240 align:start position:0%
carlisle in fact actually the president
 

00:45:54.240 --> 00:45:56.550 align:start position:0%
carlisle in fact actually the president
is<00:45:54.400><c> also</c><00:45:54.560><c> another</c><00:45:54.880><c> great</c><00:45:55.599><c> part</c><00:45:55.760><c> of</c><00:45:55.920><c> this</c><00:45:56.079><c> whole</c>

00:45:56.550 --> 00:45:56.560 align:start position:0%
is also another great part of this whole
 

00:45:56.560 --> 00:45:57.349 align:start position:0%
is also another great part of this whole
robotics

00:45:57.349 --> 00:45:57.359 align:start position:0%
robotics
 

00:45:57.359 --> 00:46:00.630 align:start position:0%
robotics
field<00:45:58.720><c> and</c><00:45:59.040><c> um</c><00:45:59.440><c> and</c><00:45:59.520><c> then</c><00:45:59.680><c> we</c><00:45:59.920><c> built</c><00:46:00.160><c> these</c>

00:46:00.630 --> 00:46:00.640 align:start position:0%
field and um and then we built these
 

00:46:00.640 --> 00:46:02.630 align:start position:0%
field and um and then we built these
a<00:46:00.720><c> number</c><00:46:00.960><c> of</c><00:46:01.119><c> these</c><00:46:01.680><c> kind</c><00:46:01.839><c> of</c><00:46:02.000><c> systems</c><00:46:02.480><c> that</c>

00:46:02.630 --> 00:46:02.640 align:start position:0%
a number of these kind of systems that
 

00:46:02.640 --> 00:46:04.550 align:start position:0%
a number of these kind of systems that
were<00:46:03.599><c> oh</c><00:46:03.839><c> i</c><00:46:04.000><c> guess</c>

00:46:04.550 --> 00:46:04.560 align:start position:0%
were oh i guess
 

00:46:04.560 --> 00:46:06.069 align:start position:0%
were oh i guess
what<00:46:04.720><c> i</c><00:46:04.800><c> didn't</c><00:46:04.960><c> mention</c><00:46:05.280><c> was</c><00:46:05.760><c> we've</c><00:46:05.920><c> been</c>

00:46:06.069 --> 00:46:06.079 align:start position:0%
what i didn't mention was we've been
 

00:46:06.079 --> 00:46:07.670 align:start position:0%
what i didn't mention was we've been
using<00:46:06.480><c> building</c><00:46:06.720><c> robot</c><00:46:07.119><c> systems</c><00:46:07.520><c> for</c>

00:46:07.670 --> 00:46:07.680 align:start position:0%
using building robot systems for
 

00:46:07.680 --> 00:46:09.589 align:start position:0%
using building robot systems for
monitoring<00:46:08.240><c> the</c><00:46:08.319><c> environment</c>

00:46:09.589 --> 00:46:09.599 align:start position:0%
monitoring the environment
 

00:46:09.599 --> 00:46:11.990 align:start position:0%
monitoring the environment
so<00:46:09.760><c> we've</c><00:46:09.920><c> been</c><00:46:10.000><c> using</c><00:46:10.400><c> um</c><00:46:10.800><c> robotic</c><00:46:11.280><c> cameras</c>

00:46:11.990 --> 00:46:12.000 align:start position:0%
so we've been using um robotic cameras
 

00:46:12.000 --> 00:46:14.470 align:start position:0%
so we've been using um robotic cameras
that<00:46:12.160><c> have</c><00:46:12.400><c> pan</c><00:46:12.640><c> tilt</c><00:46:12.960><c> zoom</c><00:46:13.200><c> capability</c>

00:46:14.470 --> 00:46:14.480 align:start position:0%
that have pan tilt zoom capability
 

00:46:14.480 --> 00:46:16.150 align:start position:0%
that have pan tilt zoom capability
and<00:46:14.640><c> putting</c><00:46:14.880><c> them</c><00:46:15.040><c> into</c><00:46:15.440><c> environments</c><00:46:15.920><c> to</c>

00:46:16.150 --> 00:46:16.160 align:start position:0%
and putting them into environments to
 

00:46:16.160 --> 00:46:17.910 align:start position:0%
and putting them into environments to
monitor

00:46:17.910 --> 00:46:17.920 align:start position:0%
monitor
 

00:46:17.920 --> 00:46:21.910 align:start position:0%
monitor
birds<00:46:18.400><c> and</c><00:46:18.560><c> wildlife</c><00:46:19.760><c> where</c><00:46:20.079><c> in</c><00:46:20.240><c> one</c><00:46:20.480><c> case</c>

00:46:21.910 --> 00:46:21.920 align:start position:0%
birds and wildlife where in one case
 

00:46:21.920 --> 00:46:24.069 align:start position:0%
birds and wildlife where in one case
there<00:46:22.160><c> was</c><00:46:22.319><c> an</c><00:46:22.720><c> issue</c><00:46:22.960><c> about</c><00:46:23.200><c> global</c><00:46:23.520><c> warming</c>

00:46:24.069 --> 00:46:24.079 align:start position:0%
there was an issue about global warming
 

00:46:24.079 --> 00:46:26.470 align:start position:0%
there was an issue about global warming
and<00:46:24.160><c> they're</c><00:46:24.480><c> not</c><00:46:24.720><c> sure</c><00:46:25.040><c> if</c><00:46:25.200><c> the</c><00:46:25.280><c> bird</c>

00:46:26.470 --> 00:46:26.480 align:start position:0%
and they're not sure if the bird
 

00:46:26.480 --> 00:46:29.589 align:start position:0%
and they're not sure if the bird
population<00:46:27.520><c> has</c><00:46:27.839><c> shifted</c><00:46:29.119><c> because</c><00:46:29.359><c> some</c>

00:46:29.589 --> 00:46:29.599 align:start position:0%
population has shifted because some
 

00:46:29.599 --> 00:46:31.990 align:start position:0%
population has shifted because some
tropical<00:46:30.000><c> birds</c><00:46:30.240><c> have</c><00:46:30.400><c> moved</c><00:46:30.720><c> north</c>

00:46:31.990 --> 00:46:32.000 align:start position:0%
tropical birds have moved north
 

00:46:32.000 --> 00:46:33.510 align:start position:0%
tropical birds have moved north
and<00:46:32.079><c> there</c><00:46:32.240><c> was</c><00:46:32.560><c> anecdotal</c><00:46:33.119><c> evidence</c><00:46:33.359><c> but</c>

00:46:33.510 --> 00:46:33.520 align:start position:0%
and there was anecdotal evidence but
 

00:46:33.520 --> 00:46:35.589 align:start position:0%
and there was anecdotal evidence but
there<00:46:33.599><c> wasn't</c><00:46:33.920><c> um</c>

00:46:35.589 --> 00:46:35.599 align:start position:0%
there wasn't um
 

00:46:35.599 --> 00:46:37.109 align:start position:0%
there wasn't um
field<00:46:35.839><c> documentation</c><00:46:36.560><c> of</c><00:46:36.640><c> this</c><00:46:36.880><c> and</c><00:46:36.960><c> it's</c>

00:46:37.109 --> 00:46:37.119 align:start position:0%
field documentation of this and it's
 

00:46:37.119 --> 00:46:38.470 align:start position:0%
field documentation of this and it's
very<00:46:37.280><c> expensive</c><00:46:37.760><c> because</c><00:46:37.920><c> it's</c><00:46:38.079><c> a</c><00:46:38.160><c> remote</c>

00:46:38.470 --> 00:46:38.480 align:start position:0%
very expensive because it's a remote
 

00:46:38.480 --> 00:46:39.750 align:start position:0%
very expensive because it's a remote
area<00:46:38.800><c> of</c><00:46:38.880><c> texas</c>

00:46:39.750 --> 00:46:39.760 align:start position:0%
area of texas
 

00:46:39.760 --> 00:46:41.670 align:start position:0%
area of texas
so<00:46:39.920><c> we</c><00:46:40.000><c> put</c><00:46:40.160><c> a</c><00:46:40.240><c> robotic</c><00:46:40.560><c> camera</c><00:46:40.880><c> out</c><00:46:40.960><c> there</c><00:46:41.599><c> and</c>

00:46:41.670 --> 00:46:41.680 align:start position:0%
so we put a robotic camera out there and
 

00:46:41.680 --> 00:46:43.910 align:start position:0%
so we put a robotic camera out there and
then<00:46:41.839><c> we</c><00:46:42.000><c> invited</c><00:46:42.400><c> people</c><00:46:42.720><c> to</c><00:46:42.880><c> come</c><00:46:43.119><c> in</c><00:46:43.280><c> and</c>

00:46:43.910 --> 00:46:43.920 align:start position:0%
then we invited people to come in and
 

00:46:43.920 --> 00:46:46.710 align:start position:0%
then we invited people to come in and
operate<00:46:44.319><c> it</c><00:46:44.800><c> and</c><00:46:44.880><c> they</c><00:46:45.040><c> could</c><00:46:45.920><c> they</c><00:46:46.079><c> could</c><00:46:46.400><c> pan</c>

00:46:46.710 --> 00:46:46.720 align:start position:0%
operate it and they could they could pan
 

00:46:46.720 --> 00:46:47.109 align:start position:0%
operate it and they could they could pan
tilt

00:46:47.109 --> 00:46:47.119 align:start position:0%
tilt
 

00:46:47.119 --> 00:46:50.150 align:start position:0%
tilt
zoom<00:46:47.359><c> in</c><00:46:47.599><c> on</c><00:46:47.760><c> things</c><00:46:48.000><c> and</c><00:46:48.160><c> take</c><00:46:48.400><c> pictures</c><00:46:49.680><c> well</c>

00:46:50.150 --> 00:46:50.160 align:start position:0%
zoom in on things and take pictures well
 

00:46:50.160 --> 00:46:53.190 align:start position:0%
zoom in on things and take pictures well
it's<00:46:50.400><c> amazing</c><00:46:50.800><c> that</c><00:46:51.440><c> people</c><00:46:52.000><c> have</c><00:46:52.240><c> spent</c>

00:46:53.190 --> 00:46:53.200 align:start position:0%
it's amazing that people have spent
 

00:46:53.200 --> 00:46:55.109 align:start position:0%
it's amazing that people have spent
thousands<00:46:53.680><c> and</c><00:46:53.839><c> thousands</c><00:46:54.240><c> of</c><00:46:54.319><c> hours</c><00:46:54.800><c> on</c><00:46:55.040><c> the</c>

00:46:55.109 --> 00:46:55.119 align:start position:0%
thousands and thousands of hours on the
 

00:46:55.119 --> 00:46:56.630 align:start position:0%
thousands and thousands of hours on the
system<00:46:55.440><c> and</c><00:46:55.599><c> documenting</c>

00:46:56.630 --> 00:46:56.640 align:start position:0%
system and documenting
 

00:46:56.640 --> 00:46:58.870 align:start position:0%
system and documenting
huge<00:46:57.040><c> amounts</c><00:46:57.359><c> of</c><00:46:57.760><c> material</c><00:46:58.480><c> we</c><00:46:58.640><c> have</c>

00:46:58.870 --> 00:46:58.880 align:start position:0%
huge amounts of material we have
 

00:46:58.880 --> 00:47:00.150 align:start position:0%
huge amounts of material we have
photographs<00:46:59.440><c> of</c>

00:47:00.150 --> 00:47:00.160 align:start position:0%
photographs of
 

00:47:00.160 --> 00:47:04.150 align:start position:0%
photographs of
hummingbirds<00:47:01.440><c> not</c><00:47:01.680><c> to</c><00:47:01.760><c> mention</c><00:47:03.040><c> at</c><00:47:03.200><c> night</c>

00:47:04.150 --> 00:47:04.160 align:start position:0%
hummingbirds not to mention at night
 

00:47:04.160 --> 00:47:06.069 align:start position:0%
hummingbirds not to mention at night
raccoons<00:47:04.960><c> and</c><00:47:05.119><c> people</c><00:47:05.359><c> are</c><00:47:05.520><c> on</c><00:47:05.680><c> this</c><00:47:05.839><c> thing</c>

00:47:06.069 --> 00:47:06.079 align:start position:0%
raccoons and people are on this thing
 

00:47:06.079 --> 00:47:07.750 align:start position:0%
raccoons and people are on this thing
you<00:47:06.240><c> know</c><00:47:06.720><c> all</c><00:47:06.960><c> the</c><00:47:07.119><c> time</c><00:47:07.440><c> and</c>

00:47:07.750 --> 00:47:07.760 align:start position:0%
you know all the time and
 

00:47:07.760 --> 00:47:09.910 align:start position:0%
you know all the time and
they've<00:47:08.000><c> documented</c><00:47:08.560><c> and</c><00:47:08.640><c> they</c><00:47:08.800><c> found</c><00:47:09.680><c> three</c>

00:47:09.910 --> 00:47:09.920 align:start position:0%
they've documented and they found three
 

00:47:09.920 --> 00:47:11.829 align:start position:0%
they've documented and they found three
of<00:47:10.079><c> these</c><00:47:10.560><c> extremely</c><00:47:11.040><c> rare</c><00:47:11.280><c> birds</c><00:47:11.599><c> that</c><00:47:11.680><c> were</c>

00:47:11.829 --> 00:47:11.839 align:start position:0%
of these extremely rare birds that were
 

00:47:11.839 --> 00:47:12.710 align:start position:0%
of these extremely rare birds that were
not<00:47:12.000><c> known</c>

00:47:12.710 --> 00:47:12.720 align:start position:0%
not known
 

00:47:12.720 --> 00:47:15.190 align:start position:0%
not known
in<00:47:12.800><c> this</c><00:47:13.200><c> area</c><00:47:13.920><c> 20</c><00:47:14.160><c> years</c><00:47:14.319><c> ago</c><00:47:14.800><c> so</c><00:47:14.960><c> it's</c>

00:47:15.190 --> 00:47:15.200 align:start position:0%
in this area 20 years ago so it's
 

00:47:15.200 --> 00:47:17.990 align:start position:0%
in this area 20 years ago so it's
confirmed<00:47:15.680><c> some</c><00:47:15.839><c> of</c><00:47:15.920><c> the</c><00:47:16.079><c> hypotheses</c><00:47:16.880><c> about</c>

00:47:17.990 --> 00:47:18.000 align:start position:0%
confirmed some of the hypotheses about
 

00:47:18.000 --> 00:47:21.510 align:start position:0%
confirmed some of the hypotheses about
climate<00:47:18.319><c> change</c><00:47:19.200><c> in</c><00:47:19.280><c> the</c><00:47:19.440><c> area</c><00:47:20.000><c> so</c><00:47:20.800><c> and</c><00:47:20.960><c> those</c>

00:47:21.510 --> 00:47:21.520 align:start position:0%
climate change in the area so and those
 

00:47:21.520 --> 00:47:24.710 align:start position:0%
climate change in the area so and those
those<00:47:21.760><c> systems</c><00:47:22.960><c> again</c><00:47:23.200><c> we've</c><00:47:23.599><c> often</c><00:47:24.480><c> in</c>

00:47:24.710 --> 00:47:24.720 align:start position:0%
those systems again we've often in
 

00:47:24.720 --> 00:47:25.990 align:start position:0%
those systems again we've often in
almost<00:47:24.960><c> all</c><00:47:25.119><c> cases</c><00:47:25.440><c> we've</c><00:47:25.680><c> used</c>

00:47:25.990 --> 00:47:26.000 align:start position:0%
almost all cases we've used
 

00:47:26.000 --> 00:47:27.349 align:start position:0%
almost all cases we've used
off-the-shelf<00:47:26.559><c> components</c>

00:47:27.349 --> 00:47:27.359 align:start position:0%
off-the-shelf components
 

00:47:27.359 --> 00:47:28.790 align:start position:0%
off-the-shelf components
but<00:47:27.520><c> then</c><00:47:27.680><c> we</c><00:47:27.839><c> build</c><00:47:28.079><c> all</c><00:47:28.160><c> the</c><00:47:28.240><c> software</c><00:47:28.720><c> in</c>

00:47:28.790 --> 00:47:28.800 align:start position:0%
but then we build all the software in
 

00:47:28.800 --> 00:47:30.790 align:start position:0%
but then we build all the software in
the<00:47:28.880><c> interfaces</c>

00:47:30.790 --> 00:47:30.800 align:start position:0%
the interfaces
 

00:47:30.800 --> 00:47:33.910 align:start position:0%
the interfaces
and<00:47:30.960><c> when</c><00:47:31.119><c> did</c><00:47:31.280><c> you</c><00:47:31.520><c> do</c><00:47:31.680><c> that</c><00:47:32.720><c> the</c>

00:47:33.910 --> 00:47:33.920 align:start position:0%
and when did you do that the
 

00:47:33.920 --> 00:47:36.470 align:start position:0%
and when did you do that the
the<00:47:34.079><c> bird</c><00:47:34.559><c> project</c><00:47:35.280><c> or</c><00:47:35.520><c> i</c><00:47:35.599><c> should</c><00:47:35.760><c> say</c><00:47:36.000><c> the</c><00:47:36.319><c> we</c>

00:47:36.470 --> 00:47:36.480 align:start position:0%
the bird project or i should say the we
 

00:47:36.480 --> 00:47:38.470 align:start position:0%
the bird project or i should say the we
called<00:47:36.720><c> it</c><00:47:36.880><c> cone</c>

00:47:38.470 --> 00:47:38.480 align:start position:0%
called it cone
 

00:47:38.480 --> 00:47:40.309 align:start position:0%
called it cone
collaborative<00:47:39.119><c> observatories</c><00:47:39.839><c> for</c><00:47:40.000><c> natural</c>

00:47:40.309 --> 00:47:40.319 align:start position:0%
collaborative observatories for natural
 

00:47:40.319 --> 00:47:41.510 align:start position:0%
collaborative observatories for natural
environments

00:47:41.510 --> 00:47:41.520 align:start position:0%
environments
 

00:47:41.520 --> 00:47:45.349 align:start position:0%
environments
and<00:47:41.680><c> that</c><00:47:41.920><c> was</c><00:47:42.960><c> 90</c><00:47:43.599><c> i'm</c><00:47:43.760><c> sorry</c><00:47:44.079><c> 2003</c>

00:47:45.349 --> 00:47:45.359 align:start position:0%
and that was 90 i'm sorry 2003
 

00:47:45.359 --> 00:47:49.270 align:start position:0%
and that was 90 i'm sorry 2003
to<00:47:45.720><c> 2008</c><00:47:47.040><c> or</c><00:47:47.200><c> so</c><00:47:48.000><c> and</c><00:47:48.160><c> in</c><00:47:48.319><c> the</c><00:47:48.400><c> course</c><00:47:48.720><c> of</c><00:47:48.880><c> that</c>

00:47:49.270 --> 00:47:49.280 align:start position:0%
to 2008 or so and in the course of that
 

00:47:49.280 --> 00:47:51.109 align:start position:0%
to 2008 or so and in the course of that
while<00:47:49.520><c> we're</c><00:47:49.680><c> doing</c><00:47:49.920><c> it</c><00:47:50.079><c> we</c><00:47:50.240><c> heard</c><00:47:50.480><c> about</c><00:47:50.640><c> this</c>

00:47:51.109 --> 00:47:51.119 align:start position:0%
while we're doing it we heard about this
 

00:47:51.119 --> 00:47:52.710 align:start position:0%
while we're doing it we heard about this
ivoryville<00:47:51.680><c> woodpecker</c>

00:47:52.710 --> 00:47:52.720 align:start position:0%
ivoryville woodpecker
 

00:47:52.720 --> 00:47:54.710 align:start position:0%
ivoryville woodpecker
do<00:47:52.880><c> you</c><00:47:53.200><c> know</c><00:47:53.280><c> the</c><00:47:53.440><c> story</c><00:47:53.760><c> about</c><00:47:53.920><c> the</c><00:47:54.079><c> bird</c>

00:47:54.710 --> 00:47:54.720 align:start position:0%
do you know the story about the bird
 

00:47:54.720 --> 00:47:55.990 align:start position:0%
do you know the story about the bird
that<00:47:55.280><c> was</c>

00:47:55.990 --> 00:47:56.000 align:start position:0%
that was
 

00:47:56.000 --> 00:47:58.950 align:start position:0%
that was
presumed<00:47:56.559><c> extinct</c><00:47:57.599><c> it's</c><00:47:57.839><c> a</c><00:47:58.079><c> it's</c><00:47:58.319><c> this</c><00:47:58.480><c> grand</c>

00:47:58.950 --> 00:47:58.960 align:start position:0%
presumed extinct it's a it's this grand
 

00:47:58.960 --> 00:47:59.990 align:start position:0%
presumed extinct it's a it's this grand
bird<00:47:59.280><c> that</c><00:47:59.440><c> was</c>

00:47:59.990 --> 00:48:00.000 align:start position:0%
bird that was
 

00:48:00.000 --> 00:48:01.430 align:start position:0%
bird that was
at<00:48:00.160><c> one</c><00:48:00.319><c> point</c><00:48:00.480><c> they</c><00:48:00.640><c> talked</c><00:48:00.880><c> to</c><00:48:01.119><c> that</c><00:48:01.359><c> it</c>

00:48:01.430 --> 00:48:01.440 align:start position:0%
at one point they talked to that it
 

00:48:01.440 --> 00:48:03.190 align:start position:0%
at one point they talked to that it
might<00:48:01.760><c> be</c><00:48:01.920><c> the</c><00:48:02.240><c> the</c><00:48:02.400><c> national</c><00:48:02.800><c> bird</c><00:48:03.040><c> of</c><00:48:03.119><c> the</c>

00:48:03.190 --> 00:48:03.200 align:start position:0%
might be the the national bird of the
 

00:48:03.200 --> 00:48:04.150 align:start position:0%
might be the the national bird of the
united<00:48:03.520><c> states</c><00:48:03.760><c> it's</c><00:48:03.920><c> a</c>

00:48:04.150 --> 00:48:04.160 align:start position:0%
united states it's a
 

00:48:04.160 --> 00:48:07.349 align:start position:0%
united states it's a
beautiful<00:48:04.800><c> giant</c><00:48:05.440><c> woodpecker</c><00:48:06.480><c> and</c>

00:48:07.349 --> 00:48:07.359 align:start position:0%
beautiful giant woodpecker and
 

00:48:07.359 --> 00:48:10.710 align:start position:0%
beautiful giant woodpecker and
hasn't<00:48:07.680><c> been</c><00:48:07.839><c> seen</c><00:48:08.079><c> since</c><00:48:08.520><c> 1940</c>

00:48:10.710 --> 00:48:10.720 align:start position:0%
hasn't been seen since 1940
 

00:48:10.720 --> 00:48:12.950 align:start position:0%
hasn't been seen since 1940
and<00:48:10.800><c> then</c><00:48:10.960><c> there</c><00:48:11.040><c> was</c><00:48:11.200><c> a</c><00:48:11.440><c> sighting</c><00:48:12.480><c> by</c><00:48:12.640><c> a</c><00:48:12.720><c> group</c>

00:48:12.950 --> 00:48:12.960 align:start position:0%
and then there was a sighting by a group
 

00:48:12.960 --> 00:48:14.790 align:start position:0%
and then there was a sighting by a group
from<00:48:13.119><c> cornell</c><00:48:13.680><c> and</c><00:48:13.839><c> it</c><00:48:13.839><c> was</c><00:48:14.000><c> very</c><00:48:14.319><c> it</c><00:48:14.480><c> made</c><00:48:14.720><c> the</c>

00:48:14.790 --> 00:48:14.800 align:start position:0%
from cornell and it was very it made the
 

00:48:14.800 --> 00:48:16.309 align:start position:0%
from cornell and it was very it made the
front<00:48:15.040><c> page</c><00:48:15.200><c> of</c>

00:48:16.309 --> 00:48:16.319 align:start position:0%
front page of
 

00:48:16.319 --> 00:48:19.589 align:start position:0%
front page of
the<00:48:17.680><c> new</c><00:48:17.839><c> york</c><00:48:18.079><c> times</c><00:48:18.800><c> and</c><00:48:18.960><c> the</c><00:48:19.040><c> thing</c><00:48:19.200><c> is</c><00:48:19.359><c> that</c>

00:48:19.589 --> 00:48:19.599 align:start position:0%
the new york times and the thing is that
 

00:48:19.599 --> 00:48:20.870 align:start position:0%
the new york times and the thing is that
bird<00:48:19.920><c> watchers</c>

00:48:20.870 --> 00:48:20.880 align:start position:0%
bird watchers
 

00:48:20.880 --> 00:48:23.349 align:start position:0%
bird watchers
are<00:48:20.960><c> you</c><00:48:21.040><c> guys</c><00:48:21.200><c> bird</c><00:48:21.440><c> watchers</c><00:48:22.240><c> no</c><00:48:23.119><c> in</c><00:48:23.200><c> fact</c>

00:48:23.349 --> 00:48:23.359 align:start position:0%
are you guys bird watchers no in fact
 

00:48:23.359 --> 00:48:24.790 align:start position:0%
are you guys bird watchers no in fact
when<00:48:23.520><c> i</c><00:48:23.599><c> usually</c><00:48:23.920><c> when</c><00:48:24.079><c> i</c><00:48:24.240><c> ask</c><00:48:24.480><c> you</c><00:48:24.559><c> know</c>

00:48:24.790 --> 00:48:24.800 align:start position:0%
when i usually when i ask you know
 

00:48:24.800 --> 00:48:25.190 align:start position:0%
when i usually when i ask you know
around

00:48:25.190 --> 00:48:25.200 align:start position:0%
around
 

00:48:25.200 --> 00:48:27.670 align:start position:0%
around
california<00:48:26.000><c> nobody</c><00:48:26.800><c> and</c><00:48:26.880><c> new</c><00:48:27.040><c> york</c><00:48:27.280><c> nobody</c>

00:48:27.670 --> 00:48:27.680 align:start position:0%
california nobody and new york nobody
 

00:48:27.680 --> 00:48:28.710 align:start position:0%
california nobody and new york nobody
but<00:48:27.920><c> in</c><00:48:28.000><c> the</c><00:48:28.160><c> middle</c>

00:48:28.710 --> 00:48:28.720 align:start position:0%
but in the middle
 

00:48:28.720 --> 00:48:30.710 align:start position:0%
but in the middle
there's<00:48:29.040><c> 40</c><00:48:29.280><c> million</c><00:48:29.520><c> bird</c><00:48:29.760><c> watchers</c><00:48:30.240><c> it's</c><00:48:30.480><c> a</c>

00:48:30.710 --> 00:48:30.720 align:start position:0%
there's 40 million bird watchers it's a
 

00:48:30.720 --> 00:48:33.670 align:start position:0%
there's 40 million bird watchers it's a
huge<00:48:31.599><c> a</c><00:48:32.240><c> huge</c><00:48:32.559><c> activity</c>

00:48:33.670 --> 00:48:33.680 align:start position:0%
huge a huge activity
 

00:48:33.680 --> 00:48:36.390 align:start position:0%
huge a huge activity
and<00:48:34.000><c> and</c><00:48:34.160><c> this</c><00:48:34.319><c> is</c><00:48:34.480><c> us</c><00:48:34.800><c> alone</c><00:48:35.599><c> so</c><00:48:36.079><c> it</c><00:48:36.240><c> turned</c>

00:48:36.390 --> 00:48:36.400 align:start position:0%
and and this is us alone so it turned
 

00:48:36.400 --> 00:48:36.790 align:start position:0%
and and this is us alone so it turned
out<00:48:36.480><c> that</c>

00:48:36.790 --> 00:48:36.800 align:start position:0%
out that
 

00:48:36.800 --> 00:48:38.309 align:start position:0%
out that
everybody<00:48:37.359><c> if</c><00:48:37.520><c> you're</c><00:48:37.599><c> a</c><00:48:37.680><c> good</c><00:48:37.839><c> watcher</c><00:48:38.160><c> knows</c>

00:48:38.309 --> 00:48:38.319 align:start position:0%
everybody if you're a good watcher knows
 

00:48:38.319 --> 00:48:39.750 align:start position:0%
everybody if you're a good watcher knows
about<00:48:38.480><c> the</c><00:48:38.640><c> africa</c><00:48:38.960><c> woodpecker</c><00:48:39.359><c> it's</c><00:48:39.440><c> kind</c><00:48:39.599><c> of</c>

00:48:39.750 --> 00:48:39.760 align:start position:0%
about the africa woodpecker it's kind of
 

00:48:39.760 --> 00:48:39.990 align:start position:0%
about the africa woodpecker it's kind of
a

00:48:39.990 --> 00:48:40.000 align:start position:0%
a
 

00:48:40.000 --> 00:48:42.470 align:start position:0%
a
it's<00:48:40.160><c> like</c><00:48:40.319><c> the</c><00:48:40.480><c> holy</c><00:48:40.800><c> grail</c><00:48:41.839><c> and</c><00:48:42.000><c> so</c><00:48:42.160><c> they</c><00:48:42.319><c> had</c>

00:48:42.470 --> 00:48:42.480 align:start position:0%
it's like the holy grail and so they had
 

00:48:42.480 --> 00:48:43.750 align:start position:0%
it's like the holy grail and so they had
spotted<00:48:42.880><c> one</c><00:48:43.119><c> and</c><00:48:43.280><c> it</c><00:48:43.359><c> made</c>

00:48:43.750 --> 00:48:43.760 align:start position:0%
spotted one and it made
 

00:48:43.760 --> 00:48:45.589 align:start position:0%
spotted one and it made
you<00:48:43.839><c> know</c><00:48:44.000><c> this</c><00:48:44.240><c> is</c><00:48:44.319><c> a</c><00:48:44.480><c> huge</c><00:48:44.800><c> deal</c><00:48:45.119><c> well</c><00:48:45.359><c> the</c>

00:48:45.589 --> 00:48:45.599 align:start position:0%
you know this is a huge deal well the
 

00:48:45.599 --> 00:48:47.349 align:start position:0%
you know this is a huge deal well the
problem<00:48:45.839><c> was</c><00:48:46.000><c> they</c><00:48:46.240><c> they</c><00:48:46.400><c> couldn't</c>

00:48:47.349 --> 00:48:47.359 align:start position:0%
problem was they they couldn't
 

00:48:47.359 --> 00:48:49.510 align:start position:0%
problem was they they couldn't
they<00:48:47.520><c> didn't</c><00:48:47.680><c> have</c><00:48:47.760><c> any</c><00:48:48.000><c> good</c><00:48:48.559><c> uh</c><00:48:48.880><c> footage</c>

00:48:49.510 --> 00:48:49.520 align:start position:0%
they didn't have any good uh footage
 

00:48:49.520 --> 00:48:52.309 align:start position:0%
they didn't have any good uh footage
they<00:48:49.680><c> had</c><00:48:49.839><c> one</c><00:48:50.079><c> little</c><00:48:50.319><c> piece</c><00:48:50.559><c> of</c><00:48:50.640><c> video</c>

00:48:52.309 --> 00:48:52.319 align:start position:0%
they had one little piece of video
 

00:48:52.319 --> 00:48:54.870 align:start position:0%
they had one little piece of video
and<00:48:52.480><c> so</c><00:48:53.440><c> we</c><00:48:53.599><c> thought</c><00:48:54.079><c> this</c><00:48:54.319><c> is</c><00:48:54.400><c> a</c><00:48:54.480><c> perfect</c>

00:48:54.870 --> 00:48:54.880 align:start position:0%
and so we thought this is a perfect
 

00:48:54.880 --> 00:48:56.630 align:start position:0%
and so we thought this is a perfect
application<00:48:55.359><c> for</c><00:48:55.599><c> our</c><00:48:55.760><c> system</c><00:48:56.160><c> so</c>

00:48:56.630 --> 00:48:56.640 align:start position:0%
application for our system so
 

00:48:56.640 --> 00:48:59.430 align:start position:0%
application for our system so
we<00:48:56.960><c> went</c><00:48:57.200><c> to</c><00:48:57.599><c> arkansas</c><00:48:58.400><c> we</c><00:48:58.720><c> rode</c><00:48:59.040><c> out</c><00:48:59.280><c> with</c>

00:48:59.430 --> 00:48:59.440 align:start position:0%
we went to arkansas we rode out with
 

00:48:59.440 --> 00:48:59.829 align:start position:0%
we went to arkansas we rode out with
these

00:48:59.829 --> 00:48:59.839 align:start position:0%
these
 

00:48:59.839 --> 00:49:03.109 align:start position:0%
these
with<00:49:00.000><c> these</c><00:49:00.319><c> experts</c><00:49:01.440><c> into</c><00:49:01.680><c> the</c><00:49:02.079><c> backwoods</c>

00:49:03.109 --> 00:49:03.119 align:start position:0%
with these experts into the backwoods
 

00:49:03.119 --> 00:49:04.630 align:start position:0%
with these experts into the backwoods
and<00:49:03.599><c> you</c><00:49:03.760><c> know</c><00:49:03.839><c> they</c><00:49:04.000><c> showed</c><00:49:04.240><c> us</c><00:49:04.400><c> what</c><00:49:04.480><c> they</c>

00:49:04.630 --> 00:49:04.640 align:start position:0%
and you know they showed us what they
 

00:49:04.640 --> 00:49:05.670 align:start position:0%
and you know they showed us what they
were<00:49:04.720><c> doing</c><00:49:04.960><c> with</c><00:49:05.119><c> their</c><00:49:05.359><c> you</c><00:49:05.520><c> know</c>

00:49:05.670 --> 00:49:05.680 align:start position:0%
were doing with their you know
 

00:49:05.680 --> 00:49:07.270 align:start position:0%
were doing with their you know
mosquitoes<00:49:06.480><c> and</c>

00:49:07.270 --> 00:49:07.280 align:start position:0%
mosquitoes and
 

00:49:07.280 --> 00:49:08.950 align:start position:0%
mosquitoes and
alligators<00:49:08.000><c> and</c><00:49:08.079><c> this</c><00:49:08.480><c> you</c><00:49:08.559><c> know</c><00:49:08.720><c> it's</c><00:49:08.880><c> a</c>

00:49:08.950 --> 00:49:08.960 align:start position:0%
alligators and this you know it's a
 

00:49:08.960 --> 00:49:10.230 align:start position:0%
alligators and this you know it's a
terrible<00:49:09.280><c> environment</c><00:49:09.760><c> and</c><00:49:09.839><c> they're</c><00:49:10.079><c> trying</c>

00:49:10.230 --> 00:49:10.240 align:start position:0%
terrible environment and they're trying
 

00:49:10.240 --> 00:49:10.630 align:start position:0%
terrible environment and they're trying
to

00:49:10.630 --> 00:49:10.640 align:start position:0%
to
 

00:49:10.640 --> 00:49:13.990 align:start position:0%
to
monitor<00:49:11.359><c> so</c><00:49:11.520><c> we</c><00:49:11.760><c> built</c><00:49:12.160><c> this</c><00:49:12.400><c> song</c><00:49:13.200><c> um</c>

00:49:13.990 --> 00:49:14.000 align:start position:0%
monitor so we built this song um
 

00:49:14.000 --> 00:49:15.670 align:start position:0%
monitor so we built this song um
did<00:49:14.160><c> most</c><00:49:14.400><c> of</c><00:49:14.480><c> this</c><00:49:14.640><c> work</c><00:49:14.880><c> he's</c><00:49:15.119><c> now</c><00:49:15.280><c> at</c><00:49:15.359><c> texas</c>

00:49:15.670 --> 00:49:15.680 align:start position:0%
did most of this work he's now at texas
 

00:49:15.680 --> 00:49:18.390 align:start position:0%
did most of this work he's now at texas
a<00:49:15.920><c> m</c><00:49:16.559><c> and</c><00:49:16.720><c> designed</c><00:49:17.200><c> a</c>

00:49:18.390 --> 00:49:18.400 align:start position:0%
a m and designed a
 

00:49:18.400 --> 00:49:22.470 align:start position:0%
a m and designed a
robotic<00:49:18.880><c> system</c><00:49:19.280><c> that</c><00:49:19.440><c> would</c><00:49:20.000><c> monitor</c><00:49:21.040><c> um</c>

00:49:22.470 --> 00:49:22.480 align:start position:0%
robotic system that would monitor um
 

00:49:22.480 --> 00:49:24.069 align:start position:0%
robotic system that would monitor um
and<00:49:22.800><c> the</c><00:49:22.960><c> key</c><00:49:23.200><c> idea</c><00:49:23.440><c> was</c><00:49:23.599><c> that</c><00:49:23.760><c> whenever</c>

00:49:24.069 --> 00:49:24.079 align:start position:0%
and the key idea was that whenever
 

00:49:24.079 --> 00:49:25.990 align:start position:0%
and the key idea was that whenever
something<00:49:24.559><c> flew</c><00:49:24.880><c> by</c><00:49:25.119><c> that</c><00:49:25.280><c> was</c>

00:49:25.990 --> 00:49:26.000 align:start position:0%
something flew by that was
 

00:49:26.000 --> 00:49:28.309 align:start position:0%
something flew by that was
big<00:49:26.240><c> enough</c><00:49:27.119><c> and</c><00:49:27.280><c> basically</c><00:49:27.599><c> had</c><00:49:27.839><c> somewhat</c><00:49:28.160><c> of</c>

00:49:28.309 --> 00:49:28.319 align:start position:0%
big enough and basically had somewhat of
 

00:49:28.319 --> 00:49:30.870 align:start position:0%
big enough and basically had somewhat of
a<00:49:28.400><c> signature</c><00:49:28.960><c> it</c><00:49:29.040><c> would</c><00:49:29.200><c> take</c><00:49:29.440><c> a</c><00:49:29.520><c> video</c><00:49:29.920><c> clip</c>

00:49:30.870 --> 00:49:30.880 align:start position:0%
a signature it would take a video clip
 

00:49:30.880 --> 00:49:33.030 align:start position:0%
a signature it would take a video clip
and<00:49:31.040><c> then</c><00:49:31.280><c> we</c><00:49:31.440><c> would</c><00:49:31.839><c> um</c><00:49:32.400><c> actually</c><00:49:32.640><c> it</c><00:49:32.720><c> was</c><00:49:32.880><c> a</c>

00:49:33.030 --> 00:49:33.040 align:start position:0%
and then we would um actually it was a
 

00:49:33.040 --> 00:49:34.309 align:start position:0%
and then we would um actually it was a
collaborator<00:49:33.599><c> who</c><00:49:33.680><c> would</c>

00:49:34.309 --> 00:49:34.319 align:start position:0%
collaborator who would
 

00:49:34.319 --> 00:49:37.190 align:start position:0%
collaborator who would
row<00:49:34.720><c> out</c><00:49:34.960><c> on</c><00:49:35.119><c> a</c><00:49:35.200><c> rowboat</c><00:49:36.160><c> a</c><00:49:36.240><c> couple</c><00:49:36.480><c> of</c><00:49:36.559><c> times</c><00:49:37.040><c> a</c>

00:49:37.190 --> 00:49:37.200 align:start position:0%
row out on a rowboat a couple of times a
 

00:49:37.200 --> 00:49:37.829 align:start position:0%
row out on a rowboat a couple of times a
month

00:49:37.829 --> 00:49:37.839 align:start position:0%
month
 

00:49:37.839 --> 00:49:39.510 align:start position:0%
month
and<00:49:38.000><c> pull</c><00:49:38.240><c> out</c><00:49:38.319><c> the</c><00:49:38.480><c> disk</c><00:49:38.720><c> drive</c><00:49:39.040><c> and</c><00:49:39.119><c> put</c><00:49:39.280><c> in</c><00:49:39.440><c> a</c>

00:49:39.510 --> 00:49:39.520 align:start position:0%
and pull out the disk drive and put in a
 

00:49:39.520 --> 00:49:41.430 align:start position:0%
and pull out the disk drive and put in a
new<00:49:39.680><c> one</c><00:49:40.240><c> and</c><00:49:40.640><c> then</c><00:49:40.800><c> we'd</c><00:49:40.960><c> go</c><00:49:41.119><c> back</c><00:49:41.280><c> and</c>

00:49:41.430 --> 00:49:41.440 align:start position:0%
new one and then we'd go back and
 

00:49:41.440 --> 00:49:42.870 align:start position:0%
new one and then we'd go back and
analyze<00:49:41.920><c> the</c><00:49:42.160><c> images</c>

00:49:42.870 --> 00:49:42.880 align:start position:0%
analyze the images
 

00:49:42.880 --> 00:49:46.069 align:start position:0%
analyze the images
and<00:49:43.119><c> we</c><00:49:43.359><c> found</c><00:49:44.319><c> a</c><00:49:44.480><c> number</c><00:49:44.640><c> of</c><00:49:44.800><c> woodpeckers</c>

00:49:46.069 --> 00:49:46.079 align:start position:0%
and we found a number of woodpeckers
 

00:49:46.079 --> 00:49:47.910 align:start position:0%
and we found a number of woodpeckers
the<00:49:46.240><c> pileated</c><00:49:46.800><c> woodpecker</c><00:49:47.280><c> which</c><00:49:47.520><c> is</c><00:49:47.599><c> very</c>

00:49:47.910 --> 00:49:47.920 align:start position:0%
the pileated woodpecker which is very
 

00:49:47.920 --> 00:49:49.589 align:start position:0%
the pileated woodpecker which is very
similar<00:49:48.319><c> to</c><00:49:48.400><c> the</c><00:49:48.480><c> one</c><00:49:48.640><c> we're</c><00:49:48.800><c> looking</c><00:49:49.040><c> for</c><00:49:49.280><c> but</c>

00:49:49.589 --> 00:49:49.599 align:start position:0%
similar to the one we're looking for but
 

00:49:49.599 --> 00:49:51.190 align:start position:0%
similar to the one we're looking for but
much<00:49:49.839><c> more</c><00:49:50.000><c> common</c><00:49:50.400><c> so</c><00:49:50.559><c> that</c><00:49:50.640><c> was</c><00:49:50.800><c> didn't</c><00:49:51.040><c> make</c>

00:49:51.190 --> 00:49:51.200 align:start position:0%
much more common so that was didn't make
 

00:49:51.200 --> 00:49:52.710 align:start position:0%
much more common so that was didn't make
any<00:49:51.440><c> front</c><00:49:51.599><c> page</c><00:49:51.839><c> headlines</c>

00:49:52.710 --> 00:49:52.720 align:start position:0%
any front page headlines
 

00:49:52.720 --> 00:49:55.030 align:start position:0%
any front page headlines
and<00:49:52.800><c> then</c><00:49:52.960><c> lots</c><00:49:53.200><c> of</c><00:49:53.280><c> other</c><00:49:53.520><c> birds</c><00:49:54.400><c> but</c><00:49:54.640><c> never</c>

00:49:55.030 --> 00:49:55.040 align:start position:0%
and then lots of other birds but never
 

00:49:55.040 --> 00:49:56.549 align:start position:0%
and then lots of other birds but never
we<00:49:55.119><c> didn't</c><00:49:55.280><c> get</c><00:49:55.520><c> not</c><00:49:55.680><c> get</c><00:49:55.920><c> any</c><00:49:56.079><c> footage</c><00:49:56.400><c> of</c><00:49:56.480><c> the</c>

00:49:56.549 --> 00:49:56.559 align:start position:0%
we didn't get not get any footage of the
 

00:49:56.559 --> 00:49:58.390 align:start position:0%
we didn't get not get any footage of the
ivory<00:49:56.800><c> builder</c><00:49:57.520><c> which</c><00:49:57.760><c> we</c><00:49:57.839><c> later</c><00:49:58.079><c> did</c><00:49:58.240><c> some</c>

00:49:58.390 --> 00:49:58.400 align:start position:0%
ivory builder which we later did some
 

00:49:58.400 --> 00:49:59.910 align:start position:0%
ivory builder which we later did some
back<00:49:58.559><c> of</c><00:49:58.640><c> the</c><00:49:58.720><c> envelope</c><00:49:59.119><c> calculations</c><00:49:59.760><c> and</c><00:49:59.839><c> it</c>

00:49:59.910 --> 00:49:59.920 align:start position:0%
back of the envelope calculations and it
 

00:49:59.920 --> 00:50:01.510 align:start position:0%
back of the envelope calculations and it
was<00:50:00.160><c> not</c><00:50:00.319><c> surprising</c><00:50:00.960><c> that</c><00:50:01.119><c> even</c><00:50:01.280><c> if</c><00:50:01.440><c> there</c>

00:50:01.510 --> 00:50:01.520 align:start position:0%
was not surprising that even if there
 

00:50:01.520 --> 00:50:02.790 align:start position:0%
was not surprising that even if there
were<00:50:01.760><c> a</c><00:50:01.839><c> couple</c><00:50:02.160><c> out</c><00:50:02.240><c> there</c><00:50:02.400><c> that</c>

00:50:02.790 --> 00:50:02.800 align:start position:0%
were a couple out there that
 

00:50:02.800 --> 00:50:04.150 align:start position:0%
were a couple out there that
the<00:50:02.960><c> odds</c><00:50:03.200><c> of</c><00:50:03.280><c> us</c><00:50:03.440><c> catching</c><00:50:03.920><c> you</c><00:50:04.000><c> know</c>

00:50:04.150 --> 00:50:04.160 align:start position:0%
the odds of us catching you know
 

00:50:04.160 --> 00:50:06.710 align:start position:0%
the odds of us catching you know
actually<00:50:04.480><c> getting</c><00:50:04.800><c> it</c><00:50:05.280><c> were</c><00:50:05.440><c> pretty</c><00:50:05.680><c> remote</c>

00:50:06.710 --> 00:50:06.720 align:start position:0%
actually getting it were pretty remote
 

00:50:06.720 --> 00:50:08.150 align:start position:0%
actually getting it were pretty remote
but<00:50:06.960><c> it</c><00:50:07.040><c> was</c><00:50:07.200><c> a</c><00:50:07.280><c> good</c><00:50:07.520><c> it</c><00:50:07.680><c> was</c><00:50:07.839><c> really</c>

00:50:08.150 --> 00:50:08.160 align:start position:0%
but it was a good it was really
 

00:50:08.160 --> 00:50:10.390 align:start position:0%
but it was a good it was really
interesting<00:50:09.280><c> experience</c><00:50:09.680><c> for</c><00:50:09.839><c> us</c><00:50:10.000><c> to</c><00:50:10.079><c> develop</c>

00:50:10.390 --> 00:50:10.400 align:start position:0%
interesting experience for us to develop
 

00:50:10.400 --> 00:50:12.309 align:start position:0%
interesting experience for us to develop
a<00:50:10.480><c> system</c><00:50:10.800><c> that</c><00:50:10.960><c> could</c><00:50:11.119><c> really</c><00:50:11.280><c> work</c><00:50:11.520><c> in</c><00:50:11.680><c> a</c>

00:50:12.309 --> 00:50:12.319 align:start position:0%
a system that could really work in a
 

00:50:12.319 --> 00:50:13.750 align:start position:0%
a system that could really work in a
really<00:50:12.640><c> remote</c><00:50:13.119><c> you</c><00:50:13.200><c> know</c><00:50:13.359><c> hostile</c>

00:50:13.750 --> 00:50:13.760 align:start position:0%
really remote you know hostile
 

00:50:13.760 --> 00:50:16.150 align:start position:0%
really remote you know hostile
environment

00:50:16.150 --> 00:50:16.160 align:start position:0%
environment
 

00:50:16.160 --> 00:50:17.829 align:start position:0%
environment
so<00:50:16.319><c> from</c><00:50:16.559><c> a</c><00:50:16.640><c> theoretical</c><00:50:17.200><c> perspective</c><00:50:17.760><c> it</c>

00:50:17.829 --> 00:50:17.839 align:start position:0%
so from a theoretical perspective it
 

00:50:17.839 --> 00:50:19.190 align:start position:0%
so from a theoretical perspective it
sounds<00:50:18.079><c> like</c><00:50:18.240><c> a</c><00:50:18.319><c> lot</c><00:50:18.400><c> of</c><00:50:18.559><c> your</c><00:50:18.640><c> work</c><00:50:18.880><c> is</c>

00:50:19.190 --> 00:50:19.200 align:start position:0%
sounds like a lot of your work is
 

00:50:19.200 --> 00:50:21.349 align:start position:0%
sounds like a lot of your work is
based<00:50:19.520><c> on</c><00:50:19.599><c> mathematical</c><00:50:20.240><c> models</c><00:50:21.040><c> where</c><00:50:21.280><c> there</c>

00:50:21.349 --> 00:50:21.359 align:start position:0%
based on mathematical models where there
 

00:50:21.359 --> 00:50:22.950 align:start position:0%
based on mathematical models where there
are<00:50:21.440><c> other</c><00:50:21.680><c> sources</c><00:50:22.079><c> of</c><00:50:22.240><c> inspiration</c>

00:50:22.950 --> 00:50:22.960 align:start position:0%
are other sources of inspiration
 

00:50:22.960 --> 00:50:24.829 align:start position:0%
are other sources of inspiration
intellectually<00:50:23.760><c> or</c>

00:50:24.829 --> 00:50:24.839 align:start position:0%
intellectually or
 

00:50:24.839 --> 00:50:27.270 align:start position:0%
intellectually or
theoretically<00:50:26.319><c> well</c><00:50:26.640><c> the</c><00:50:26.800><c> one</c><00:50:26.960><c> thing</c><00:50:27.200><c> i'm</c>

00:50:27.270 --> 00:50:27.280 align:start position:0%
theoretically well the one thing i'm
 

00:50:27.280 --> 00:50:28.790 align:start position:0%
theoretically well the one thing i'm
getting<00:50:27.520><c> very</c><00:50:27.760><c> interested</c><00:50:28.079><c> in</c><00:50:28.160><c> right</c><00:50:28.319><c> now</c><00:50:28.559><c> is</c>

00:50:28.790 --> 00:50:28.800 align:start position:0%
getting very interested in right now is
 

00:50:28.800 --> 00:50:31.270 align:start position:0%
getting very interested in right now is
um<00:50:29.280><c> is</c><00:50:29.440><c> robot</c><00:50:29.839><c> learning</c><00:50:30.480><c> and</c><00:50:30.640><c> statistical</c>

00:50:31.270 --> 00:50:31.280 align:start position:0%
um is robot learning and statistical
 

00:50:31.280 --> 00:50:32.150 align:start position:0%
um is robot learning and statistical
robot<00:50:31.599><c> learning</c>

00:50:32.150 --> 00:50:32.160 align:start position:0%
robot learning
 

00:50:32.160 --> 00:50:36.230 align:start position:0%
robot learning
so<00:50:33.359><c> we</c><00:50:33.599><c> hired</c><00:50:34.000><c> someone</c><00:50:34.480><c> here</c><00:50:35.119><c> peter</c><00:50:35.440><c> abeel</c>

00:50:36.230 --> 00:50:36.240 align:start position:0%
so we hired someone here peter abeel
 

00:50:36.240 --> 00:50:38.549 align:start position:0%
so we hired someone here peter abeel
who's<00:50:36.400><c> a</c><00:50:36.480><c> young</c><00:50:36.720><c> researcher</c><00:50:37.680><c> who</c><00:50:38.160><c> did</c><00:50:38.319><c> his</c>

00:50:38.549 --> 00:50:38.559 align:start position:0%
who's a young researcher who did his
 

00:50:38.559 --> 00:50:40.710 align:start position:0%
who's a young researcher who did his
dissertation<00:50:39.200><c> at</c><00:50:39.280><c> stanford</c>

00:50:40.710 --> 00:50:40.720 align:start position:0%
dissertation at stanford
 

00:50:40.720 --> 00:50:43.270 align:start position:0%
dissertation at stanford
on<00:50:41.200><c> controlling</c><00:50:41.680><c> helicopters</c><00:50:42.800><c> and</c><00:50:42.960><c> not</c><00:50:43.119><c> just</c>

00:50:43.270 --> 00:50:43.280 align:start position:0%
on controlling helicopters and not just
 

00:50:43.280 --> 00:50:44.309 align:start position:0%
on controlling helicopters and not just
controlling<00:50:43.760><c> him</c><00:50:43.839><c> to</c><00:50:44.000><c> sit</c>

00:50:44.309 --> 00:50:44.319 align:start position:0%
controlling him to sit
 

00:50:44.319 --> 00:50:47.510 align:start position:0%
controlling him to sit
to<00:50:44.480><c> hovers</c><00:50:45.040><c> or</c><00:50:46.160><c> move</c><00:50:46.480><c> up</c><00:50:46.559><c> and</c><00:50:46.720><c> down</c><00:50:46.960><c> but</c>

00:50:47.510 --> 00:50:47.520 align:start position:0%
to hovers or move up and down but
 

00:50:47.520 --> 00:50:50.710 align:start position:0%
to hovers or move up and down but
he<00:50:47.680><c> wanted</c><00:50:48.000><c> them</c><00:50:48.079><c> to</c><00:50:48.240><c> do</c><00:50:48.880><c> acrobatics</c>

00:50:50.710 --> 00:50:50.720 align:start position:0%
he wanted them to do acrobatics
 

00:50:50.720 --> 00:50:52.150 align:start position:0%
he wanted them to do acrobatics
radio<00:50:51.119><c> controlled</c><00:50:51.359><c> helicopters</c><00:50:52.000><c> and</c><00:50:52.079><c> you</c>

00:50:52.150 --> 00:50:52.160 align:start position:0%
radio controlled helicopters and you
 

00:50:52.160 --> 00:50:53.510 align:start position:0%
radio controlled helicopters and you
know<00:50:52.240><c> there's</c><00:50:52.480><c> this</c><00:50:52.559><c> whole</c><00:50:52.800><c> sub-genre</c><00:50:53.440><c> of</c>

00:50:53.510 --> 00:50:53.520 align:start position:0%
know there's this whole sub-genre of
 

00:50:53.520 --> 00:50:56.390 align:start position:0%
know there's this whole sub-genre of
people<00:50:53.760><c> who</c><00:50:53.920><c> do</c><00:50:54.160><c> these</c><00:50:54.400><c> incredible</c><00:50:55.119><c> tricks</c>

00:50:56.390 --> 00:50:56.400 align:start position:0%
people who do these incredible tricks
 

00:50:56.400 --> 00:50:57.910 align:start position:0%
people who do these incredible tricks
it<00:50:56.480><c> turns</c><00:50:56.720><c> out</c><00:50:56.800><c> there's</c><00:50:56.960><c> only</c><00:50:57.200><c> like</c><00:50:57.599><c> you</c><00:50:57.680><c> know</c>

00:50:57.910 --> 00:50:57.920 align:start position:0%
it turns out there's only like you know
 

00:50:57.920 --> 00:50:59.190 align:start position:0%
it turns out there's only like you know
a<00:50:58.000><c> few</c><00:50:58.160><c> dozen</c><00:50:58.480><c> people</c><00:50:58.720><c> in</c><00:50:58.800><c> the</c><00:50:58.880><c> world</c><00:50:59.119><c> who</c>

00:50:59.190 --> 00:50:59.200 align:start position:0%
a few dozen people in the world who
 

00:50:59.200 --> 00:50:59.829 align:start position:0%
a few dozen people in the world who
could<00:50:59.359><c> do</c><00:50:59.520><c> these</c>

00:50:59.829 --> 00:50:59.839 align:start position:0%
could do these
 

00:50:59.839 --> 00:51:01.910 align:start position:0%
could do these
really<00:51:00.319><c> crazy</c><00:51:00.800><c> things</c><00:51:01.040><c> like</c><00:51:01.119><c> have</c><00:51:01.280><c> it</c><00:51:01.440><c> hover</c>

00:51:01.910 --> 00:51:01.920 align:start position:0%
really crazy things like have it hover
 

00:51:01.920 --> 00:51:03.510 align:start position:0%
really crazy things like have it hover
upside<00:51:02.240><c> down</c>

00:51:03.510 --> 00:51:03.520 align:start position:0%
upside down
 

00:51:03.520 --> 00:51:05.670 align:start position:0%
upside down
and<00:51:03.680><c> so</c><00:51:04.079><c> he</c><00:51:04.240><c> wanted</c><00:51:04.480><c> to</c><00:51:04.720><c> automate</c><00:51:05.119><c> that</c><00:51:05.440><c> and</c><00:51:05.520><c> so</c>

00:51:05.670 --> 00:51:05.680 align:start position:0%
and so he wanted to automate that and so
 

00:51:05.680 --> 00:51:07.589 align:start position:0%
and so he wanted to automate that and so
the<00:51:06.000><c> way</c><00:51:06.240><c> he</c><00:51:06.400><c> did</c><00:51:06.559><c> it</c><00:51:06.640><c> was</c><00:51:06.960><c> he</c><00:51:07.119><c> said</c>

00:51:07.589 --> 00:51:07.599 align:start position:0%
the way he did it was he said
 

00:51:07.599 --> 00:51:09.270 align:start position:0%
the way he did it was he said
we<00:51:07.760><c> have</c><00:51:07.920><c> no</c><00:51:08.079><c> idea</c><00:51:08.319><c> how</c><00:51:08.480><c> to</c><00:51:08.559><c> program</c><00:51:08.960><c> this</c><00:51:09.200><c> it's</c>

00:51:09.270 --> 00:51:09.280 align:start position:0%
we have no idea how to program this it's
 

00:51:09.280 --> 00:51:11.430 align:start position:0%
we have no idea how to program this it's
too<00:51:09.440><c> complicated</c><00:51:10.400><c> what</c><00:51:10.559><c> we'll</c><00:51:10.720><c> do</c><00:51:10.880><c> is</c><00:51:10.960><c> we'll</c>

00:51:11.430 --> 00:51:11.440 align:start position:0%
too complicated what we'll do is we'll
 

00:51:11.440 --> 00:51:14.470 align:start position:0%
too complicated what we'll do is we'll
observe<00:51:12.160><c> the</c><00:51:12.319><c> human</c><00:51:12.640><c> expert</c><00:51:13.599><c> and</c><00:51:13.680><c> then</c>

00:51:14.470 --> 00:51:14.480 align:start position:0%
observe the human expert and then
 

00:51:14.480 --> 00:51:17.670 align:start position:0%
observe the human expert and then
we'll<00:51:14.720><c> try</c><00:51:14.880><c> to</c><00:51:15.200><c> infer</c><00:51:16.000><c> statistically</c>

00:51:17.670 --> 00:51:17.680 align:start position:0%
we'll try to infer statistically
 

00:51:17.680 --> 00:51:19.990 align:start position:0%
we'll try to infer statistically
what<00:51:17.839><c> would</c><00:51:18.079><c> be</c><00:51:18.480><c> the</c><00:51:18.720><c> idealized</c><00:51:19.440><c> control</c><00:51:19.839><c> that</c>

00:51:19.990 --> 00:51:20.000 align:start position:0%
what would be the idealized control that
 

00:51:20.000 --> 00:51:21.430 align:start position:0%
what would be the idealized control that
the<00:51:20.079><c> human</c><00:51:20.400><c> expert</c><00:51:20.640><c> is</c><00:51:20.720><c> doing</c><00:51:21.040><c> human</c><00:51:21.280><c> can't</c>

00:51:21.430 --> 00:51:21.440 align:start position:0%
the human expert is doing human can't
 

00:51:21.440 --> 00:51:22.870 align:start position:0%
the human expert is doing human can't
even<00:51:21.680><c> tell</c><00:51:21.920><c> us</c><00:51:22.079><c> right</c><00:51:22.240><c> they</c><00:51:22.400><c> just</c><00:51:22.559><c> know</c>

00:51:22.870 --> 00:51:22.880 align:start position:0%
even tell us right they just know
 

00:51:22.880 --> 00:51:25.829 align:start position:0%
even tell us right they just know
they<00:51:23.119><c> feel</c><00:51:23.359><c> it</c><00:51:23.520><c> instinctively</c><00:51:25.280><c> and</c><00:51:25.440><c> peter</c>

00:51:25.829 --> 00:51:25.839 align:start position:0%
they feel it instinctively and peter
 

00:51:25.839 --> 00:51:26.549 align:start position:0%
they feel it instinctively and peter
applied

00:51:26.549 --> 00:51:26.559 align:start position:0%
applied
 

00:51:26.559 --> 00:51:29.109 align:start position:0%
applied
these<00:51:26.720><c> beautiful</c><00:51:27.119><c> techniques</c><00:51:27.599><c> from</c><00:51:28.240><c> from</c>

00:51:29.109 --> 00:51:29.119 align:start position:0%
these beautiful techniques from from
 

00:51:29.119 --> 00:51:30.150 align:start position:0%
these beautiful techniques from from
control<00:51:29.520><c> theory</c>

00:51:30.150 --> 00:51:30.160 align:start position:0%
control theory
 

00:51:30.160 --> 00:51:32.390 align:start position:0%
control theory
so<00:51:30.640><c> common</c><00:51:31.040><c> smoothing</c><00:51:31.680><c> and</c><00:51:31.839><c> expectation</c>

00:51:32.390 --> 00:51:32.400 align:start position:0%
so common smoothing and expectation
 

00:51:32.400 --> 00:51:33.349 align:start position:0%
so common smoothing and expectation
maximization

00:51:33.349 --> 00:51:33.359 align:start position:0%
maximization
 

00:51:33.359 --> 00:51:35.430 align:start position:0%
maximization
he<00:51:33.440><c> was</c><00:51:33.599><c> able</c><00:51:33.760><c> to</c><00:51:33.920><c> show</c><00:51:34.160><c> that</c><00:51:34.800><c> you</c><00:51:34.960><c> could</c>

00:51:35.430 --> 00:51:35.440 align:start position:0%
he was able to show that you could
 

00:51:35.440 --> 00:51:37.190 align:start position:0%
he was able to show that you could
observe<00:51:35.760><c> a</c><00:51:35.839><c> human</c><00:51:36.160><c> doing</c><00:51:36.400><c> the</c><00:51:36.480><c> trick</c>

00:51:37.190 --> 00:51:37.200 align:start position:0%
observe a human doing the trick
 

00:51:37.200 --> 00:51:39.109 align:start position:0%
observe a human doing the trick
10<00:51:37.440><c> times</c><00:51:38.079><c> and</c><00:51:38.240><c> every</c><00:51:38.400><c> time</c><00:51:38.640><c> was</c><00:51:38.800><c> slightly</c>

00:51:39.109 --> 00:51:39.119 align:start position:0%
10 times and every time was slightly
 

00:51:39.119 --> 00:51:41.510 align:start position:0%
10 times and every time was slightly
different<00:51:39.760><c> but</c><00:51:39.920><c> he</c><00:51:40.000><c> could</c><00:51:40.240><c> align</c><00:51:40.559><c> them</c><00:51:40.800><c> all</c>

00:51:41.510 --> 00:51:41.520 align:start position:0%
different but he could align them all
 

00:51:41.520 --> 00:51:43.349 align:start position:0%
different but he could align them all
using<00:51:41.760><c> a</c><00:51:41.839><c> technique</c><00:51:42.319><c> from</c><00:51:43.040><c> speech</c>

00:51:43.349 --> 00:51:43.359 align:start position:0%
using a technique from speech
 

00:51:43.359 --> 00:51:44.630 align:start position:0%
using a technique from speech
recognition

00:51:44.630 --> 00:51:44.640 align:start position:0%
recognition
 

00:51:44.640 --> 00:51:47.190 align:start position:0%
recognition
called<00:51:44.800><c> dynamic</c><00:51:45.280><c> time</c><00:51:45.520><c> warping</c><00:51:46.559><c> and</c><00:51:46.720><c> then</c><00:51:47.040><c> he</c>

00:51:47.190 --> 00:51:47.200 align:start position:0%
called dynamic time warping and then he
 

00:51:47.200 --> 00:51:47.829 align:start position:0%
called dynamic time warping and then he
could

00:51:47.829 --> 00:51:47.839 align:start position:0%
could
 

00:51:47.839 --> 00:51:50.150 align:start position:0%
could
use<00:51:48.240><c> common</c><00:51:48.640><c> smoothing</c><00:51:49.200><c> to</c><00:51:49.359><c> basically</c><00:51:49.760><c> infer</c>

00:51:50.150 --> 00:51:50.160 align:start position:0%
use common smoothing to basically infer
 

00:51:50.160 --> 00:51:51.349 align:start position:0%
use common smoothing to basically infer
a<00:51:50.240><c> smooth</c><00:51:50.559><c> trajectory</c>

00:51:51.349 --> 00:51:51.359 align:start position:0%
a smooth trajectory
 

00:51:51.359 --> 00:51:53.510 align:start position:0%
a smooth trajectory
then<00:51:51.520><c> he</c><00:51:51.680><c> could</c><00:51:51.839><c> execute</c><00:51:52.240><c> that</c><00:51:52.400><c> and</c><00:51:52.480><c> he</c><00:51:52.559><c> could</c>

00:51:53.510 --> 00:51:53.520 align:start position:0%
then he could execute that and he could
 

00:51:53.520 --> 00:51:55.349 align:start position:0%
then he could execute that and he could
autonomously<00:51:54.319><c> repeat</c>

00:51:55.349 --> 00:51:55.359 align:start position:0%
autonomously repeat
 

00:51:55.359 --> 00:51:58.390 align:start position:0%
autonomously repeat
these<00:51:55.839><c> incredible</c><00:51:56.720><c> maneuvers</c><00:51:57.920><c> so</c>

00:51:58.390 --> 00:51:58.400 align:start position:0%
these incredible maneuvers so
 

00:51:58.400 --> 00:52:00.230 align:start position:0%
these incredible maneuvers so
and<00:51:58.480><c> the</c><00:51:58.640><c> videos</c><00:51:58.960><c> of</c><00:51:59.040><c> this</c><00:51:59.200><c> are</c><00:51:59.359><c> fantastic</c>

00:52:00.230 --> 00:52:00.240 align:start position:0%
and the videos of this are fantastic
 

00:52:00.240 --> 00:52:01.990 align:start position:0%
and the videos of this are fantastic
anyway<00:52:00.559><c> he</c><00:52:00.720><c> joined</c><00:52:00.960><c> the</c><00:52:01.040><c> faculty</c><00:52:01.599><c> two</c><00:52:01.760><c> years</c>

00:52:01.990 --> 00:52:02.000 align:start position:0%
anyway he joined the faculty two years
 

00:52:02.000 --> 00:52:02.470 align:start position:0%
anyway he joined the faculty two years
ago

00:52:02.470 --> 00:52:02.480 align:start position:0%
ago
 

00:52:02.480 --> 00:52:03.750 align:start position:0%
ago
and<00:52:02.559><c> we</c><00:52:02.720><c> started</c><00:52:03.040><c> working</c><00:52:03.280><c> together</c><00:52:03.599><c> on</c>

00:52:03.750 --> 00:52:03.760 align:start position:0%
and we started working together on
 

00:52:03.760 --> 00:52:05.829 align:start position:0%
and we started working together on
medical<00:52:04.079><c> robotics</c><00:52:04.880><c> can</c><00:52:05.040><c> you</c><00:52:05.200><c> apply</c><00:52:05.440><c> this</c><00:52:05.680><c> to</c>

00:52:05.829 --> 00:52:05.839 align:start position:0%
medical robotics can you apply this to
 

00:52:05.839 --> 00:52:07.109 align:start position:0%
medical robotics can you apply this to
the<00:52:06.079><c> operating</c><00:52:06.480><c> room</c>

00:52:07.109 --> 00:52:07.119 align:start position:0%
the operating room
 

00:52:07.119 --> 00:52:10.230 align:start position:0%
the operating room
so<00:52:07.280><c> we</c><00:52:07.440><c> have</c><00:52:07.520><c> some</c><00:52:07.760><c> results</c><00:52:08.400><c> and</c><00:52:09.839><c> having</c><00:52:10.079><c> a</c>

00:52:10.230 --> 00:52:10.240 align:start position:0%
so we have some results and having a
 

00:52:10.240 --> 00:52:11.030 align:start position:0%
so we have some results and having a
surgeon

00:52:11.030 --> 00:52:11.040 align:start position:0%
surgeon
 

00:52:11.040 --> 00:52:13.349 align:start position:0%
surgeon
perform<00:52:11.680><c> very</c><00:52:11.839><c> simple</c><00:52:12.319><c> not</c><00:52:12.559><c> not</c><00:52:13.119><c> you're</c><00:52:13.280><c> not</c>

00:52:13.349 --> 00:52:13.359 align:start position:0%
perform very simple not not you're not
 

00:52:13.359 --> 00:52:14.150 align:start position:0%
perform very simple not not you're not
going<00:52:13.440><c> to</c><00:52:13.520><c> do</c><00:52:13.680><c> the</c><00:52:13.760><c> whole</c>

00:52:14.150 --> 00:52:14.160 align:start position:0%
going to do the whole
 

00:52:14.160 --> 00:52:16.470 align:start position:0%
going to do the whole
gallbladder<00:52:14.800><c> operation</c><00:52:15.200><c> but</c><00:52:15.359><c> the</c><00:52:15.520><c> suturing</c>

00:52:16.470 --> 00:52:16.480 align:start position:0%
gallbladder operation but the suturing
 

00:52:16.480 --> 00:52:17.270 align:start position:0%
gallbladder operation but the suturing
step

00:52:17.270 --> 00:52:17.280 align:start position:0%
step
 

00:52:17.280 --> 00:52:20.390 align:start position:0%
step
subtasks<00:52:17.920><c> we</c><00:52:18.079><c> call</c><00:52:18.240><c> them</c><00:52:18.880><c> so</c><00:52:19.119><c> that</c><00:52:19.359><c> the</c><00:52:20.240><c> an</c>

00:52:20.390 --> 00:52:20.400 align:start position:0%
subtasks we call them so that the an
 

00:52:20.400 --> 00:52:21.750 align:start position:0%
subtasks we call them so that the an
expert<00:52:20.720><c> would</c><00:52:20.880><c> do</c><00:52:20.960><c> the</c><00:52:21.119><c> suturing</c>

00:52:21.750 --> 00:52:21.760 align:start position:0%
expert would do the suturing
 

00:52:21.760 --> 00:52:23.589 align:start position:0%
expert would do the suturing
with<00:52:21.920><c> a</c><00:52:22.000><c> robotic</c><00:52:22.480><c> system</c><00:52:22.800><c> like</c><00:52:22.960><c> the</c><00:52:23.040><c> davinci</c>

00:52:23.589 --> 00:52:23.599 align:start position:0%
with a robotic system like the davinci
 

00:52:23.599 --> 00:52:24.950 align:start position:0%
with a robotic system like the davinci
robot

00:52:24.950 --> 00:52:24.960 align:start position:0%
robot
 

00:52:24.960 --> 00:52:27.109 align:start position:0%
robot
and<00:52:25.040><c> then</c><00:52:25.200><c> the</c><00:52:25.280><c> system</c><00:52:25.599><c> would</c><00:52:25.760><c> observe</c><00:52:26.800><c> that</c>

00:52:27.109 --> 00:52:27.119 align:start position:0%
and then the system would observe that
 

00:52:27.119 --> 00:52:28.150 align:start position:0%
and then the system would observe that
and<00:52:27.280><c> record</c><00:52:27.680><c> that</c>

00:52:28.150 --> 00:52:28.160 align:start position:0%
and record that
 

00:52:28.160 --> 00:52:31.510 align:start position:0%
and record that
and<00:52:28.240><c> then</c><00:52:28.480><c> do</c><00:52:28.640><c> this</c><00:52:29.760><c> this</c><00:52:30.480><c> time</c><00:52:30.720><c> alignment</c>

00:52:31.510 --> 00:52:31.520 align:start position:0%
and then do this this time alignment
 

00:52:31.520 --> 00:52:33.190 align:start position:0%
and then do this this time alignment
and<00:52:31.680><c> smoothing</c><00:52:32.160><c> to</c><00:52:32.319><c> basically</c><00:52:32.720><c> come</c><00:52:32.880><c> up</c><00:52:33.040><c> with</c>

00:52:33.190 --> 00:52:33.200 align:start position:0%
and smoothing to basically come up with
 

00:52:33.200 --> 00:52:35.190 align:start position:0%
and smoothing to basically come up with
a<00:52:33.599><c> idealized</c><00:52:34.160><c> trajectory</c>

00:52:35.190 --> 00:52:35.200 align:start position:0%
a idealized trajectory
 

00:52:35.200 --> 00:52:37.109 align:start position:0%
a idealized trajectory
so<00:52:35.599><c> this</c><00:52:35.839><c> is</c><00:52:35.920><c> a</c><00:52:36.000><c> whole</c><00:52:36.160><c> new</c><00:52:36.480><c> area</c><00:52:36.720><c> for</c><00:52:36.800><c> me</c><00:52:36.960><c> i</c>

00:52:37.109 --> 00:52:37.119 align:start position:0%
so this is a whole new area for me i
 

00:52:37.119 --> 00:52:38.390 align:start position:0%
so this is a whole new area for me i
don't<00:52:37.359><c> i</c><00:52:37.520><c> don't</c><00:52:37.599><c> have</c><00:52:37.760><c> a</c><00:52:37.839><c> background</c><00:52:38.240><c> in</c><00:52:38.319><c> it</c>

00:52:38.390 --> 00:52:38.400 align:start position:0%
don't i don't have a background in it
 

00:52:38.400 --> 00:52:39.829 align:start position:0%
don't i don't have a background in it
but<00:52:38.559><c> i'm</c><00:52:38.640><c> learning</c><00:52:38.960><c> from</c><00:52:39.119><c> peter</c><00:52:39.440><c> and</c><00:52:39.599><c> it's</c>

00:52:39.829 --> 00:52:39.839 align:start position:0%
but i'm learning from peter and it's
 

00:52:39.839 --> 00:52:40.630 align:start position:0%
but i'm learning from peter and it's
extremely

00:52:40.630 --> 00:52:40.640 align:start position:0%
extremely
 

00:52:40.640 --> 00:52:42.230 align:start position:0%
extremely
exciting<00:52:41.040><c> we</c><00:52:41.200><c> have</c><00:52:41.280><c> a</c><00:52:41.359><c> number</c><00:52:41.599><c> of</c><00:52:41.680><c> new</c><00:52:41.839><c> results</c>

00:52:42.230 --> 00:52:42.240 align:start position:0%
exciting we have a number of new results
 

00:52:42.240 --> 00:52:43.829 align:start position:0%
exciting we have a number of new results
in<00:52:42.319><c> the</c><00:52:42.400><c> past</c><00:52:42.559><c> two</c><00:52:42.720><c> years</c>

00:52:43.829 --> 00:52:43.839 align:start position:0%
in the past two years
 

00:52:43.839 --> 00:52:50.309 align:start position:0%
in the past two years
what<00:52:44.079><c> we</c><00:52:44.160><c> call</c><00:52:44.480><c> superhuman</c><00:52:45.119><c> performance</c>

00:52:50.309 --> 00:52:50.319 align:start position:0%
 
 

00:52:50.319 --> 00:52:52.069 align:start position:0%
 
were<00:52:50.480><c> you</c><00:52:50.640><c> ever</c><00:52:50.880><c> influenced</c><00:52:51.359><c> by</c><00:52:51.520><c> the</c><00:52:51.920><c> the</c>

00:52:52.069 --> 00:52:52.079 align:start position:0%
were you ever influenced by the the
 

00:52:52.079 --> 00:52:55.910 align:start position:0%
were you ever influenced by the the
writings<00:52:53.040><c> or</c><00:52:53.200><c> the</c><00:52:53.280><c> ideas</c><00:52:53.680><c> of</c><00:52:53.760><c> cybernetics</c>

00:52:55.910 --> 00:52:55.920 align:start position:0%
writings or the ideas of cybernetics
 

00:52:55.920 --> 00:52:59.190 align:start position:0%
writings or the ideas of cybernetics
i'm<00:52:56.240><c> interested</c><00:52:56.640><c> i</c><00:52:56.720><c> mean</c><00:52:56.960><c> i</c><00:52:57.200><c> i</c><00:52:57.440><c> followed</c>

00:52:59.190 --> 00:52:59.200 align:start position:0%
i'm interested i mean i i followed
 

00:52:59.200 --> 00:53:01.030 align:start position:0%
i'm interested i mean i i followed
i've<00:52:59.599><c> always</c><00:52:59.760><c> been</c><00:52:59.920><c> interested</c><00:53:00.240><c> in</c><00:53:00.319><c> the</c><00:53:00.480><c> ai</c>

00:53:01.030 --> 00:53:01.040 align:start position:0%
i've always been interested in the ai
 

00:53:01.040 --> 00:53:02.470 align:start position:0%
i've always been interested in the ai
and<00:53:01.119><c> some</c><00:53:01.280><c> of</c><00:53:01.440><c> the</c><00:53:01.839><c> the</c>

00:53:02.470 --> 00:53:02.480 align:start position:0%
and some of the the
 

00:53:02.480 --> 00:53:04.950 align:start position:0%
and some of the the
the<00:53:02.640><c> work</c><00:53:02.960><c> on</c><00:53:03.280><c> intelligence</c><00:53:04.240><c> you</c><00:53:04.400><c> know</c><00:53:04.640><c> chess</c>

00:53:04.950 --> 00:53:04.960 align:start position:0%
the work on intelligence you know chess
 

00:53:04.960 --> 00:53:06.950 align:start position:0%
the work on intelligence you know chess
playing<00:53:05.200><c> robots</c><00:53:05.760><c> and</c>

00:53:06.950 --> 00:53:06.960 align:start position:0%
playing robots and
 

00:53:06.960 --> 00:53:09.190 align:start position:0%
playing robots and
that<00:53:07.200><c> work</c><00:53:07.440><c> in</c><00:53:07.520><c> particular</c><00:53:08.400><c> i</c><00:53:08.800><c> would</c><00:53:08.960><c> say</c><00:53:09.119><c> i</c>

00:53:09.190 --> 00:53:09.200 align:start position:0%
that work in particular i would say i
 

00:53:09.200 --> 00:53:11.109 align:start position:0%
that work in particular i would say i
was<00:53:09.280><c> somewhat</c><00:53:09.599><c> of</c><00:53:09.760><c> a</c>

00:53:11.109 --> 00:53:11.119 align:start position:0%
was somewhat of a
 

00:53:11.119 --> 00:53:14.390 align:start position:0%
was somewhat of a
skeptic<00:53:12.839><c> um</c><00:53:13.920><c> uh</c>

00:53:14.390 --> 00:53:14.400 align:start position:0%
skeptic um uh
 

00:53:14.400 --> 00:53:18.950 align:start position:0%
skeptic um uh
just<00:53:14.640><c> by</c><00:53:15.680><c> nature</c><00:53:16.240><c> i</c><00:53:16.400><c> i</c><00:53:16.880><c> felt</c><00:53:17.119><c> that</c>

00:53:18.950 --> 00:53:18.960 align:start position:0%
just by nature i i felt that
 

00:53:18.960 --> 00:53:22.230 align:start position:0%
just by nature i i felt that
you<00:53:19.040><c> know</c><00:53:20.160><c> to</c><00:53:20.480><c> some</c><00:53:20.640><c> degree</c><00:53:21.359><c> to</c><00:53:21.440><c> me</c><00:53:21.599><c> the</c>

00:53:22.230 --> 00:53:22.240 align:start position:0%
you know to some degree to me the
 

00:53:22.240 --> 00:53:25.829 align:start position:0%
you know to some degree to me the
the<00:53:22.480><c> mind</c><00:53:22.880><c> is</c><00:53:23.359><c> is</c><00:53:24.480><c> amazing</c><00:53:24.880><c> that</c><00:53:25.200><c> it's</c><00:53:25.359><c> still</c>

00:53:25.829 --> 00:53:25.839 align:start position:0%
the mind is is amazing that it's still
 

00:53:25.839 --> 00:53:28.150 align:start position:0%
the mind is is amazing that it's still
as<00:53:26.079><c> mysterious</c><00:53:26.720><c> as</c><00:53:26.880><c> it</c><00:53:27.119><c> is</c><00:53:27.760><c> i</c><00:53:27.839><c> mean</c><00:53:28.000><c> we</c>

00:53:28.150 --> 00:53:28.160 align:start position:0%
as mysterious as it is i mean we
 

00:53:28.160 --> 00:53:30.309 align:start position:0%
as mysterious as it is i mean we
understand<00:53:28.640><c> about</c><00:53:28.880><c> quasars</c><00:53:29.520><c> and</c><00:53:29.680><c> black</c><00:53:29.920><c> holes</c>

00:53:30.309 --> 00:53:30.319 align:start position:0%
understand about quasars and black holes
 

00:53:30.319 --> 00:53:31.190 align:start position:0%
understand about quasars and black holes
and<00:53:30.400><c> things</c><00:53:30.640><c> of</c><00:53:30.720><c> the</c>

00:53:31.190 --> 00:53:31.200 align:start position:0%
and things of the
 

00:53:31.200 --> 00:53:34.309 align:start position:0%
and things of the
you<00:53:31.359><c> know</c><00:53:32.400><c> million</c><00:53:32.880><c> light</c><00:53:33.040><c> years</c><00:53:33.359><c> away</c><00:53:33.920><c> but</c><00:53:34.079><c> we</c>

00:53:34.309 --> 00:53:34.319 align:start position:0%
you know million light years away but we
 

00:53:34.319 --> 00:53:34.870 align:start position:0%
you know million light years away but we
don't

00:53:34.870 --> 00:53:34.880 align:start position:0%
don't
 

00:53:34.880 --> 00:53:37.190 align:start position:0%
don't
we<00:53:35.040><c> don't</c><00:53:35.280><c> really</c><00:53:35.520><c> know</c><00:53:36.240><c> how</c><00:53:36.880><c> you</c><00:53:37.040><c> know</c>

00:53:37.190 --> 00:53:37.200 align:start position:0%
we don't really know how you know
 

00:53:37.200 --> 00:53:38.230 align:start position:0%
we don't really know how you know
something<00:53:37.520><c> right</c><00:53:37.760><c> here</c>

00:53:38.230 --> 00:53:38.240 align:start position:0%
something right here
 

00:53:38.240 --> 00:53:41.030 align:start position:0%
something right here
works<00:53:39.359><c> and</c><00:53:39.520><c> it's</c><00:53:40.000><c> it's</c><00:53:40.240><c> amazing</c><00:53:40.720><c> because</c><00:53:40.960><c> we</c>

00:53:41.030 --> 00:53:41.040 align:start position:0%
works and it's it's amazing because we
 

00:53:41.040 --> 00:53:42.069 align:start position:0%
works and it's it's amazing because we
can

00:53:42.069 --> 00:53:42.079 align:start position:0%
can
 

00:53:42.079 --> 00:53:44.069 align:start position:0%
can
we<00:53:42.240><c> can</c><00:53:42.400><c> take</c><00:53:42.720><c> we</c><00:53:42.880><c> can</c><00:53:43.280><c> we</c><00:53:43.440><c> can</c><00:53:43.599><c> analyze</c><00:53:44.000><c> it</c>

00:53:44.069 --> 00:53:44.079 align:start position:0%
we can take we can we can analyze it
 

00:53:44.079 --> 00:53:45.510 align:start position:0%
we can take we can we can analyze it
with<00:53:44.240><c> uh</c><00:53:44.640><c> with</c><00:53:44.800><c> scanning</c><00:53:45.119><c> electronic</c>

00:53:45.510 --> 00:53:45.520 align:start position:0%
with uh with scanning electronic
 

00:53:45.520 --> 00:53:46.870 align:start position:0%
with uh with scanning electronic
microscopes<00:53:46.079><c> we</c><00:53:46.160><c> can</c><00:53:46.319><c> look</c><00:53:46.400><c> at</c><00:53:46.480><c> it</c><00:53:46.559><c> from</c><00:53:46.640><c> every</c>

00:53:46.870 --> 00:53:46.880 align:start position:0%
microscopes we can look at it from every
 

00:53:46.880 --> 00:53:47.990 align:start position:0%
microscopes we can look at it from every
different<00:53:47.040><c> direction</c><00:53:47.359><c> but</c><00:53:47.440><c> we</c><00:53:47.599><c> don't</c><00:53:47.839><c> know</c>

00:53:47.990 --> 00:53:48.000 align:start position:0%
different direction but we don't know
 

00:53:48.000 --> 00:53:49.270 align:start position:0%
different direction but we don't know
how<00:53:48.240><c> it</c><00:53:48.319><c> works</c>

00:53:49.270 --> 00:53:49.280 align:start position:0%
how it works
 

00:53:49.280 --> 00:53:55.109 align:start position:0%
how it works
and<00:53:49.440><c> i</c><00:53:49.599><c> i</c><00:53:50.000><c> actually</c><00:53:50.240><c> find</c><00:53:50.400><c> that</c><00:53:50.640><c> extremely</c><00:53:51.599><c> um</c>

00:53:55.109 --> 00:53:55.119 align:start position:0%
 
 

00:53:55.119 --> 00:53:57.990 align:start position:0%
 
satisfying<00:53:56.559><c> that</c><00:53:56.720><c> there's</c><00:53:57.119><c> that</c><00:53:57.440><c> mystery</c>

00:53:57.990 --> 00:53:58.000 align:start position:0%
satisfying that there's that mystery
 

00:53:58.000 --> 00:53:58.950 align:start position:0%
satisfying that there's that mystery
exists

00:53:58.950 --> 00:53:58.960 align:start position:0%
exists
 

00:53:58.960 --> 00:54:01.750 align:start position:0%
exists
so<00:53:59.680><c> you</c><00:53:59.839><c> know</c><00:54:00.079><c> i</c><00:54:00.160><c> was</c><00:54:00.319><c> not</c><00:54:00.559><c> happy</c><00:54:00.880><c> when</c><00:54:01.440><c> when</c>

00:54:01.750 --> 00:54:01.760 align:start position:0%
so you know i was not happy when when
 

00:54:01.760 --> 00:54:02.390 align:start position:0%
so you know i was not happy when when
deep<00:54:02.079><c> blue</c>

00:54:02.390 --> 00:54:02.400 align:start position:0%
deep blue
 

00:54:02.400 --> 00:54:04.630 align:start position:0%
deep blue
beats<00:54:02.800><c> kasparov</c><00:54:03.839><c> because</c><00:54:04.079><c> i</c><00:54:04.160><c> was</c><00:54:04.240><c> the</c><00:54:04.319><c> one</c><00:54:04.480><c> who</c>

00:54:04.630 --> 00:54:04.640 align:start position:0%
beats kasparov because i was the one who
 

00:54:04.640 --> 00:54:06.710 align:start position:0%
beats kasparov because i was the one who
thought<00:54:05.359><c> those</c><00:54:05.680><c> masters</c><00:54:06.160><c> are</c><00:54:06.240><c> something</c><00:54:06.559><c> they</c>

00:54:06.710 --> 00:54:06.720 align:start position:0%
thought those masters are something they
 

00:54:06.720 --> 00:54:08.549 align:start position:0%
thought those masters are something they
have<00:54:06.960><c> that</c><00:54:07.200><c> that</c><00:54:07.359><c> a</c><00:54:07.440><c> computer</c><00:54:07.839><c> just</c><00:54:08.000><c> can't</c><00:54:08.319><c> do</c>

00:54:08.549 --> 00:54:08.559 align:start position:0%
have that that a computer just can't do
 

00:54:08.559 --> 00:54:09.109 align:start position:0%
have that that a computer just can't do
but

00:54:09.109 --> 00:54:09.119 align:start position:0%
but
 

00:54:09.119 --> 00:54:11.109 align:start position:0%
but
it<00:54:09.200><c> turned</c><00:54:09.520><c> out</c><00:54:09.599><c> it</c><00:54:09.680><c> was</c><00:54:09.839><c> wrong</c><00:54:10.240><c> computer</c><00:54:10.960><c> can</c>

00:54:11.109 --> 00:54:11.119 align:start position:0%
it turned out it was wrong computer can
 

00:54:11.119 --> 00:54:14.150 align:start position:0%
it turned out it was wrong computer can
do<00:54:12.000><c> brute</c><00:54:12.240><c> force</c><00:54:12.559><c> is</c><00:54:12.720><c> really</c><00:54:13.119><c> powerful</c>

00:54:14.150 --> 00:54:14.160 align:start position:0%
do brute force is really powerful
 

00:54:14.160 --> 00:54:16.230 align:start position:0%
do brute force is really powerful
for<00:54:14.319><c> a</c><00:54:14.400><c> lot</c><00:54:14.559><c> of</c><00:54:14.640><c> problems</c><00:54:15.119><c> but</c><00:54:15.359><c> not</c><00:54:15.520><c> for</c><00:54:16.000><c> not</c>

00:54:16.230 --> 00:54:16.240 align:start position:0%
for a lot of problems but not for not
 

00:54:16.240 --> 00:54:18.710 align:start position:0%
for a lot of problems but not for not
for<00:54:16.720><c> for</c><00:54:16.960><c> everything</c><00:54:17.359><c> and</c><00:54:17.520><c> i</c><00:54:17.599><c> don't</c><00:54:17.760><c> think</c>

00:54:18.710 --> 00:54:18.720 align:start position:0%
for for everything and i don't think
 

00:54:18.720 --> 00:54:20.549 align:start position:0%
for for everything and i don't think
so<00:54:18.880><c> i</c><00:54:18.960><c> think</c><00:54:19.200><c> that</c><00:54:19.839><c> there's</c><00:54:20.079><c> going</c><00:54:20.160><c> to</c><00:54:20.240><c> be</c><00:54:20.319><c> many</c>

00:54:20.549 --> 00:54:20.559 align:start position:0%
so i think that there's going to be many
 

00:54:20.559 --> 00:54:21.829 align:start position:0%
so i think that there's going to be many
avenues<00:54:21.119><c> of</c>

00:54:21.829 --> 00:54:21.839 align:start position:0%
avenues of
 

00:54:21.839 --> 00:54:25.510 align:start position:0%
avenues of
creativity<00:54:22.720><c> of</c><00:54:23.599><c> deep</c><00:54:24.480><c> understanding</c><00:54:25.119><c> that</c><00:54:25.359><c> is</c>

00:54:25.510 --> 00:54:25.520 align:start position:0%
creativity of deep understanding that is
 

00:54:25.520 --> 00:54:27.270 align:start position:0%
creativity of deep understanding that is
that<00:54:25.680><c> computers</c><00:54:26.160><c> are</c><00:54:26.240><c> not</c><00:54:26.480><c> going</c><00:54:26.559><c> to</c><00:54:26.640><c> be</c>

00:54:27.270 --> 00:54:27.280 align:start position:0%
that computers are not going to be
 

00:54:27.280 --> 00:54:29.270 align:start position:0%
that computers are not going to be
able<00:54:27.520><c> to</c><00:54:27.599><c> do</c><00:54:27.760><c> in</c><00:54:27.839><c> the</c><00:54:27.920><c> near</c><00:54:28.160><c> future</c><00:54:28.800><c> and</c><00:54:29.040><c> same</c>

00:54:29.270 --> 00:54:29.280 align:start position:0%
able to do in the near future and same
 

00:54:29.280 --> 00:54:30.470 align:start position:0%
able to do in the near future and same
for<00:54:29.440><c> robotics</c>

00:54:30.470 --> 00:54:30.480 align:start position:0%
for robotics
 

00:54:30.480 --> 00:54:31.829 align:start position:0%
for robotics
and<00:54:30.640><c> i'm</c><00:54:30.800><c> so</c><00:54:30.960><c> i'm</c><00:54:31.119><c> very</c><00:54:31.280><c> interested</c><00:54:31.599><c> in</c><00:54:31.680><c> this</c>

00:54:31.829 --> 00:54:31.839 align:start position:0%
and i'm so i'm very interested in this
 

00:54:31.839 --> 00:54:33.670 align:start position:0%
and i'm so i'm very interested in this
idea<00:54:32.160><c> of</c><00:54:32.319><c> the</c>

00:54:33.670 --> 00:54:33.680 align:start position:0%
idea of the
 

00:54:33.680 --> 00:54:36.630 align:start position:0%
idea of the
which<00:54:34.000><c> problems</c><00:54:34.319><c> are</c><00:54:34.480><c> really</c><00:54:34.720><c> resistant</c><00:54:36.079><c> to</c>

00:54:36.630 --> 00:54:36.640 align:start position:0%
which problems are really resistant to
 

00:54:36.640 --> 00:54:37.589 align:start position:0%
which problems are really resistant to
to<00:54:36.799><c> the</c><00:54:36.960><c> techniques</c>

00:54:37.589 --> 00:54:37.599 align:start position:0%
to the techniques
 

00:54:37.599 --> 00:54:40.789 align:start position:0%
to the techniques
to<00:54:37.920><c> to</c><00:54:38.960><c> to</c><00:54:39.440><c> modern</c><00:54:39.839><c> science</c>

00:54:40.789 --> 00:54:40.799 align:start position:0%
to to to modern science
 

00:54:40.799 --> 00:54:44.710 align:start position:0%
to to to modern science
so<00:54:40.960><c> what</c><00:54:41.119><c> would</c><00:54:41.280><c> you</c><00:54:41.520><c> say</c><00:54:41.760><c> those</c><00:54:42.240><c> would</c><00:54:42.400><c> be</c>

00:54:44.710 --> 00:54:44.720 align:start position:0%
 
 

00:54:44.720 --> 00:54:48.309 align:start position:0%
 
well<00:54:46.240><c> like</c><00:54:46.799><c> the</c><00:54:47.119><c> ability</c><00:54:47.599><c> to</c>

00:54:48.309 --> 00:54:48.319 align:start position:0%
well like the ability to
 

00:54:48.319 --> 00:54:50.710 align:start position:0%
well like the ability to
i'm<00:54:48.480><c> not</c><00:54:48.640><c> sure</c><00:54:48.960><c> i</c><00:54:49.119><c> should</c><00:54:49.440><c> just</c><00:54:49.599><c> realize</c><00:54:50.559><c> oh</c>

00:54:50.710 --> 00:54:50.720 align:start position:0%
i'm not sure i should just realize oh
 

00:54:50.720 --> 00:54:56.470 align:start position:0%
i'm not sure i should just realize oh
okay

00:54:56.470 --> 00:54:56.480 align:start position:0%
 
 

00:54:56.480 --> 00:54:58.630 align:start position:0%
 
um<00:54:57.280><c> you</c><00:54:57.359><c> mean</c><00:54:57.520><c> the</c><00:54:57.599><c> things</c><00:54:57.839><c> that</c><00:54:57.920><c> robots</c><00:54:58.559><c> are</c>

00:54:58.630 --> 00:54:58.640 align:start position:0%
um you mean the things that robots are
 

00:54:58.640 --> 00:54:59.829 align:start position:0%
um you mean the things that robots are
not<00:54:58.720><c> going</c><00:54:58.799><c> to</c><00:54:58.880><c> be</c><00:54:58.960><c> able</c><00:54:59.119><c> to</c><00:54:59.200><c> do</c><00:54:59.440><c> in</c><00:54:59.520><c> your</c>

00:54:59.829 --> 00:54:59.839 align:start position:0%
not going to be able to do in your
 

00:54:59.839 --> 00:55:02.309 align:start position:0%
not going to be able to do in your
future<00:55:00.240><c> yeah</c><00:55:00.400><c> like</c><00:55:00.559><c> what</c><00:55:00.720><c> are</c><00:55:00.880><c> the</c><00:55:01.040><c> limits</c><00:55:02.160><c> you</c>

00:55:02.309 --> 00:55:02.319 align:start position:0%
future yeah like what are the limits you
 

00:55:02.319 --> 00:55:03.589 align:start position:0%
future yeah like what are the limits you
know<00:55:02.640><c> it's</c>

00:55:03.589 --> 00:55:03.599 align:start position:0%
know it's
 

00:55:03.599 --> 00:55:05.910 align:start position:0%
know it's
there<00:55:03.760><c> are</c><00:55:03.920><c> so</c><00:55:04.079><c> many</c><00:55:04.319><c> things</c><00:55:04.559><c> where</c><00:55:05.280><c> robots</c>

00:55:05.910 --> 00:55:05.920 align:start position:0%
there are so many things where robots
 

00:55:05.920 --> 00:55:07.349 align:start position:0%
there are so many things where robots
are

00:55:07.349 --> 00:55:07.359 align:start position:0%
are
 

00:55:07.359 --> 00:55:09.589 align:start position:0%
are
are<00:55:08.559><c> and</c><00:55:08.640><c> i</c><00:55:08.799><c> have</c><00:55:08.880><c> to</c><00:55:08.960><c> be</c><00:55:09.040><c> careful</c><00:55:09.440><c> here</c>

00:55:09.589 --> 00:55:09.599 align:start position:0%
are and i have to be careful here
 

00:55:09.599 --> 00:55:11.030 align:start position:0%
are and i have to be careful here
because<00:55:09.760><c> i</c><00:55:09.839><c> know</c><00:55:10.079><c> my</c><00:55:10.240><c> colleagues</c><00:55:10.559><c> would</c>

00:55:11.030 --> 00:55:11.040 align:start position:0%
because i know my colleagues would
 

00:55:11.040 --> 00:55:14.230 align:start position:0%
because i know my colleagues would
probably<00:55:11.440><c> uh</c><00:55:12.079><c> not</c><00:55:12.319><c> like</c><00:55:13.359><c> me</c><00:55:13.520><c> to</c><00:55:13.680><c> say</c><00:55:13.920><c> but</c>

00:55:14.230 --> 00:55:14.240 align:start position:0%
probably uh not like me to say but
 

00:55:14.240 --> 00:55:17.510 align:start position:0%
probably uh not like me to say but
i<00:55:14.640><c> think</c><00:55:14.880><c> that</c><00:55:16.319><c> there</c><00:55:16.640><c> are</c><00:55:16.799><c> many</c><00:55:17.119><c> different</c>

00:55:17.510 --> 00:55:17.520 align:start position:0%
i think that there are many different
 

00:55:17.520 --> 00:55:20.390 align:start position:0%
i think that there are many different
areas<00:55:17.920><c> where</c><00:55:18.319><c> robots</c><00:55:18.880><c> will</c><00:55:20.000><c> be</c><00:55:20.160><c> able</c><00:55:20.319><c> to</c>

00:55:20.390 --> 00:55:20.400 align:start position:0%
areas where robots will be able to
 

00:55:20.400 --> 00:55:21.589 align:start position:0%
areas where robots will be able to
perform

00:55:21.589 --> 00:55:21.599 align:start position:0%
perform
 

00:55:21.599 --> 00:55:25.910 align:start position:0%
perform
certain<00:55:23.920><c> certain</c>

00:55:25.910 --> 00:55:25.920 align:start position:0%
certain certain
 

00:55:25.920 --> 00:55:27.589 align:start position:0%
certain certain
tasks<00:55:26.240><c> but</c><00:55:26.400><c> i</c><00:55:26.480><c> think</c><00:55:26.640><c> that</c><00:55:26.799><c> all</c><00:55:26.880><c> of</c><00:55:27.040><c> the</c><00:55:27.119><c> nuance</c>

00:55:27.589 --> 00:55:27.599 align:start position:0%
tasks but i think that all of the nuance
 

00:55:27.599 --> 00:55:29.190 align:start position:0%
tasks but i think that all of the nuance
the<00:55:27.680><c> kind</c><00:55:27.839><c> of</c>

00:55:29.190 --> 00:55:29.200 align:start position:0%
the kind of
 

00:55:29.200 --> 00:55:32.309 align:start position:0%
the kind of
gracefulness<00:55:30.319><c> and</c><00:55:30.720><c> subtlety</c><00:55:31.359><c> that</c><00:55:31.920><c> humans</c>

00:55:32.309 --> 00:55:32.319 align:start position:0%
gracefulness and subtlety that humans
 

00:55:32.319 --> 00:55:32.710 align:start position:0%
gracefulness and subtlety that humans
have

00:55:32.710 --> 00:55:32.720 align:start position:0%
have
 

00:55:32.720 --> 00:55:34.710 align:start position:0%
have
i<00:55:32.799><c> think</c><00:55:33.040><c> we're</c><00:55:33.200><c> very</c><00:55:33.440><c> far</c><00:55:33.680><c> from</c><00:55:33.920><c> seeing</c><00:55:34.160><c> that</c>

00:55:34.710 --> 00:55:34.720 align:start position:0%
i think we're very far from seeing that
 

00:55:34.720 --> 00:55:36.230 align:start position:0%
i think we're very far from seeing that
i<00:55:34.880><c> think</c><00:55:35.040><c> you</c><00:55:35.119><c> can</c><00:55:35.359><c> fake</c><00:55:35.599><c> it</c><00:55:35.760><c> you</c><00:55:35.839><c> can</c><00:55:36.000><c> sort</c><00:55:36.160><c> of</c>

00:55:36.230 --> 00:55:36.240 align:start position:0%
i think you can fake it you can sort of
 

00:55:36.240 --> 00:55:37.670 align:start position:0%
i think you can fake it you can sort of
have<00:55:36.400><c> a</c><00:55:36.480><c> robot</c><00:55:36.880><c> that</c><00:55:37.040><c> looks</c>

00:55:37.670 --> 00:55:37.680 align:start position:0%
have a robot that looks
 

00:55:37.680 --> 00:55:39.589 align:start position:0%
have a robot that looks
kind<00:55:37.839><c> of</c><00:55:38.000><c> human-like</c><00:55:38.880><c> for</c><00:55:39.040><c> a</c><00:55:39.119><c> little</c><00:55:39.359><c> while</c>

00:55:39.589 --> 00:55:39.599 align:start position:0%
kind of human-like for a little while
 

00:55:39.599 --> 00:55:41.430 align:start position:0%
kind of human-like for a little while
but<00:55:39.760><c> i</c><00:55:39.920><c> think</c><00:55:40.079><c> that</c><00:55:40.240><c> the</c><00:55:40.400><c> idea</c><00:55:40.640><c> of</c>

00:55:41.430 --> 00:55:41.440 align:start position:0%
but i think that the idea of
 

00:55:41.440 --> 00:55:44.710 align:start position:0%
but i think that the idea of
that<00:55:42.160><c> really</c><00:55:42.559><c> be</c><00:55:42.880><c> having</c><00:55:43.200><c> a</c><00:55:44.079><c> robot</c><00:55:44.400><c> that</c><00:55:44.559><c> could</c>

00:55:44.710 --> 00:55:44.720 align:start position:0%
that really be having a robot that could
 

00:55:44.720 --> 00:55:46.309 align:start position:0%
that really be having a robot that could
really<00:55:44.880><c> keep</c><00:55:45.119><c> you</c><00:55:45.280><c> company</c>

00:55:46.309 --> 00:55:46.319 align:start position:0%
really keep you company
 

00:55:46.319 --> 00:55:49.349 align:start position:0%
really keep you company
i<00:55:46.559><c> think</c><00:55:47.200><c> i</c><00:55:47.280><c> think</c><00:55:47.440><c> that's</c><00:55:47.680><c> pretty</c><00:55:47.920><c> far</c><00:55:49.119><c> in</c><00:55:49.200><c> the</c>

00:55:49.349 --> 00:55:49.359 align:start position:0%
i think i think that's pretty far in the
 

00:55:49.359 --> 00:55:50.470 align:start position:0%
i think i think that's pretty far in the
distance

00:55:50.470 --> 00:55:50.480 align:start position:0%
distance
 

00:55:50.480 --> 00:55:53.190 align:start position:0%
distance
at<00:55:50.640><c> the</c><00:55:50.720><c> same</c><00:55:50.960><c> time</c><00:55:51.119><c> things</c><00:55:51.440><c> like</c><00:55:52.400><c> you</c><00:55:52.480><c> know</c><00:55:53.119><c> a</c>

00:55:53.190 --> 00:55:53.200 align:start position:0%
at the same time things like you know a
 

00:55:53.200 --> 00:55:55.430 align:start position:0%
at the same time things like you know a
robot<00:55:53.599><c> being</c><00:55:53.839><c> able</c><00:55:54.000><c> to</c><00:55:54.079><c> change</c><00:55:54.319><c> a</c><00:55:54.400><c> diaper</c>

00:55:55.430 --> 00:55:55.440 align:start position:0%
robot being able to change a diaper
 

00:55:55.440 --> 00:55:57.109 align:start position:0%
robot being able to change a diaper
i<00:55:55.520><c> mean</c><00:55:55.680><c> that</c><00:55:55.839><c> would</c><00:55:55.920><c> be</c><00:55:56.319><c> i</c><00:55:56.559><c> have</c><00:55:56.640><c> two</c><00:55:56.799><c> kids</c><00:55:57.040><c> i</c>

00:55:57.109 --> 00:55:57.119 align:start position:0%
i mean that would be i have two kids i
 

00:55:57.119 --> 00:55:58.950 align:start position:0%
i mean that would be i have two kids i
would<00:55:57.440><c> love</c><00:55:57.599><c> to</c><00:55:57.680><c> have</c><00:55:57.839><c> one</c><00:55:58.000><c> of</c><00:55:58.079><c> those</c>

00:55:58.950 --> 00:55:58.960 align:start position:0%
would love to have one of those
 

00:55:58.960 --> 00:56:02.549 align:start position:0%
would love to have one of those
um<00:56:00.079><c> i</c><00:56:00.160><c> think</c><00:56:00.319><c> that's</c><00:56:00.839><c> uh</c>

00:56:02.549 --> 00:56:02.559 align:start position:0%
um i think that's uh
 

00:56:02.559 --> 00:56:04.069 align:start position:0%
um i think that's uh
you<00:56:02.640><c> know</c><00:56:02.799><c> i</c><00:56:02.880><c> actually</c><00:56:03.119><c> i</c><00:56:03.200><c> think</c><00:56:03.359><c> the</c><00:56:03.680><c> the</c><00:56:03.839><c> way</c>

00:56:04.069 --> 00:56:04.079 align:start position:0%
you know i actually i think the the way
 

00:56:04.079 --> 00:56:06.470 align:start position:0%
you know i actually i think the the way
it<00:56:04.160><c> will</c><00:56:04.240><c> be</c><00:56:04.400><c> is</c><00:56:04.559><c> it</c><00:56:04.640><c> will</c><00:56:04.799><c> probably</c>

00:56:06.470 --> 00:56:06.480 align:start position:0%
it will be is it will probably
 

00:56:06.480 --> 00:56:08.309 align:start position:0%
it will be is it will probably
when<00:56:06.720><c> that</c><00:56:06.880><c> gets</c><00:56:07.119><c> solved</c><00:56:07.520><c> and</c><00:56:07.680><c> i'll</c><00:56:07.839><c> say</c><00:56:08.079><c> when</c>

00:56:08.309 --> 00:56:08.319 align:start position:0%
when that gets solved and i'll say when
 

00:56:08.319 --> 00:56:09.750 align:start position:0%
when that gets solved and i'll say when
because<00:56:08.559><c> i</c><00:56:08.640><c> do</c><00:56:08.799><c> think</c><00:56:08.960><c> it</c><00:56:09.040><c> will</c>

00:56:09.750 --> 00:56:09.760 align:start position:0%
because i do think it will
 

00:56:09.760 --> 00:56:11.589 align:start position:0%
because i do think it will
um<00:56:10.559><c> it'll</c><00:56:10.720><c> be</c><00:56:10.880><c> because</c><00:56:11.119><c> we'll</c><00:56:11.280><c> change</c><00:56:11.520><c> the</c>

00:56:11.589 --> 00:56:11.599 align:start position:0%
um it'll be because we'll change the
 

00:56:11.599 --> 00:56:13.030 align:start position:0%
um it'll be because we'll change the
diaper<00:56:12.000><c> completely</c>

00:56:13.030 --> 00:56:13.040 align:start position:0%
diaper completely
 

00:56:13.040 --> 00:56:14.230 align:start position:0%
diaper completely
you<00:56:13.119><c> know</c><00:56:13.359><c> it</c><00:56:13.520><c> won't</c><00:56:13.680><c> look</c><00:56:13.839><c> like</c><00:56:14.000><c> what</c><00:56:14.160><c> our</c>

00:56:14.230 --> 00:56:14.240 align:start position:0%
you know it won't look like what our
 

00:56:14.240 --> 00:56:16.710 align:start position:0%
you know it won't look like what our
diapers<00:56:14.640><c> do</c><00:56:14.839><c> now</c><00:56:15.920><c> or</c><00:56:16.000><c> maybe</c><00:56:16.240><c> we'll</c><00:56:16.400><c> change</c><00:56:16.640><c> the</c>

00:56:16.710 --> 00:56:16.720 align:start position:0%
diapers do now or maybe we'll change the
 

00:56:16.720 --> 00:56:17.750 align:start position:0%
diapers do now or maybe we'll change the
baby<00:56:16.960><c> i</c><00:56:17.119><c> don't</c><00:56:17.200><c> know</c>

00:56:17.750 --> 00:56:17.760 align:start position:0%
baby i don't know
 

00:56:17.760 --> 00:56:19.270 align:start position:0%
baby i don't know
but<00:56:18.000><c> the</c><00:56:18.079><c> idea</c><00:56:18.400><c> is</c><00:56:18.480><c> that</c><00:56:18.640><c> there'll</c><00:56:19.119><c> be</c>

00:56:19.270 --> 00:56:19.280 align:start position:0%
but the idea is that there'll be
 

00:56:19.280 --> 00:56:20.950 align:start position:0%
but the idea is that there'll be
something<00:56:19.599><c> just</c><00:56:19.760><c> like</c><00:56:20.160><c> you</c><00:56:20.319><c> know</c>

00:56:20.950 --> 00:56:20.960 align:start position:0%
something just like you know
 

00:56:20.960 --> 00:56:22.789 align:start position:0%
something just like you know
i<00:56:21.200><c> think</c><00:56:21.359><c> what</c><00:56:21.520><c> we'll</c><00:56:21.760><c> do</c><00:56:21.920><c> is</c><00:56:22.079><c> we'll</c><00:56:22.319><c> adapt</c><00:56:22.640><c> to</c>

00:56:22.789 --> 00:56:22.799 align:start position:0%
i think what we'll do is we'll adapt to
 

00:56:22.799 --> 00:56:23.990 align:start position:0%
i think what we'll do is we'll adapt to
the<00:56:22.880><c> world</c><00:56:23.119><c> of</c><00:56:23.200><c> robots</c>

00:56:23.990 --> 00:56:24.000 align:start position:0%
the world of robots
 

00:56:24.000 --> 00:56:26.150 align:start position:0%
the world of robots
so<00:56:24.160><c> people</c><00:56:24.400><c> say</c><00:56:24.640><c> when</c><00:56:24.799><c> i</c><00:56:24.880><c> want</c><00:56:25.119><c> robot</c><00:56:25.520><c> to</c><00:56:25.839><c> to</c>

00:56:26.150 --> 00:56:26.160 align:start position:0%
so people say when i want robot to to
 

00:56:26.160 --> 00:56:28.549 align:start position:0%
so people say when i want robot to to
load<00:56:26.400><c> the</c><00:56:26.480><c> dishwasher</c><00:56:27.040><c> after</c><00:56:27.200><c> a</c><00:56:27.359><c> dinner</c><00:56:27.599><c> party</c>

00:56:28.549 --> 00:56:28.559 align:start position:0%
load the dishwasher after a dinner party
 

00:56:28.559 --> 00:56:30.069 align:start position:0%
load the dishwasher after a dinner party
the<00:56:28.720><c> answer</c><00:56:29.040><c> is</c><00:56:29.200><c> if</c><00:56:29.280><c> you're</c><00:56:29.440><c> willing</c><00:56:29.760><c> to</c><00:56:29.920><c> have</c>

00:56:30.069 --> 00:56:30.079 align:start position:0%
the answer is if you're willing to have
 

00:56:30.079 --> 00:56:32.230 align:start position:0%
the answer is if you're willing to have
plates<00:56:31.280><c> you</c><00:56:31.440><c> know</c><00:56:31.599><c> they're</c>

00:56:32.230 --> 00:56:32.240 align:start position:0%
plates you know they're
 

00:56:32.240 --> 00:56:35.349 align:start position:0%
plates you know they're
square<00:56:33.280><c> heavy</c><00:56:33.599><c> plastic</c><00:56:34.160><c> with</c><00:56:34.559><c> with</c><00:56:34.880><c> markings</c>

00:56:35.349 --> 00:56:35.359 align:start position:0%
square heavy plastic with with markings
 

00:56:35.359 --> 00:56:36.630 align:start position:0%
square heavy plastic with with markings
and<00:56:35.440><c> handles</c><00:56:35.839><c> and</c><00:56:36.000><c> everything</c><00:56:36.240><c> else</c><00:56:36.480><c> that's</c>

00:56:36.630 --> 00:56:36.640 align:start position:0%
and handles and everything else that's
 

00:56:36.640 --> 00:56:37.190 align:start position:0%
and handles and everything else that's
going<00:56:36.720><c> to</c><00:56:36.799><c> help</c>

00:56:37.190 --> 00:56:37.200 align:start position:0%
going to help
 

00:56:37.200 --> 00:56:39.190 align:start position:0%
going to help
you<00:56:37.280><c> know</c><00:56:37.440><c> you</c><00:56:37.520><c> can</c><00:56:37.599><c> get</c><00:56:37.680><c> a</c><00:56:37.760><c> robot</c><00:56:38.160><c> to</c><00:56:38.240><c> do</c><00:56:38.400><c> that</c>

00:56:39.190 --> 00:56:39.200 align:start position:0%
you know you can get a robot to do that
 

00:56:39.200 --> 00:56:41.109 align:start position:0%
you know you can get a robot to do that
maybe<00:56:39.520><c> people</c><00:56:39.760><c> will</c><00:56:40.079><c> be</c><00:56:40.319><c> happy</c><00:56:40.640><c> with</c><00:56:40.720><c> that</c>

00:56:41.109 --> 00:56:41.119 align:start position:0%
maybe people will be happy with that
 

00:56:41.119 --> 00:56:44.230 align:start position:0%
maybe people will be happy with that
in<00:56:42.000><c> the</c><00:56:42.079><c> next</c><00:56:43.280><c> decade</c><00:56:43.680><c> that</c><00:56:43.920><c> will</c>

00:56:44.230 --> 00:56:44.240 align:start position:0%
in the next decade that will
 

00:56:44.240 --> 00:56:45.990 align:start position:0%
in the next decade that will
our<00:56:44.400><c> house</c><00:56:44.720><c> will</c><00:56:44.880><c> start</c><00:56:45.040><c> to</c><00:56:45.119><c> be</c><00:56:45.359><c> more</c><00:56:45.599><c> robux</c>

00:56:45.990 --> 00:56:46.000 align:start position:0%
our house will start to be more robux
 

00:56:46.000 --> 00:56:47.750 align:start position:0%
our house will start to be more robux
compatible<00:56:46.880><c> and</c><00:56:47.040><c> that</c><00:56:47.200><c> i</c><00:56:47.359><c> believe</c>

00:56:47.750 --> 00:56:47.760 align:start position:0%
compatible and that i believe
 

00:56:47.760 --> 00:56:49.510 align:start position:0%
compatible and that i believe
it<00:56:47.839><c> will</c><00:56:48.000><c> have</c><00:56:48.240><c> sensor</c><00:56:48.720><c> you</c><00:56:48.799><c> know</c><00:56:48.960><c> markers</c>

00:56:49.510 --> 00:56:49.520 align:start position:0%
it will have sensor you know markers
 

00:56:49.520 --> 00:56:50.710 align:start position:0%
it will have sensor you know markers
around<00:56:49.839><c> and</c><00:56:49.920><c> things</c><00:56:50.079><c> like</c><00:56:50.240><c> that</c><00:56:50.400><c> to</c><00:56:50.480><c> help</c><00:56:50.640><c> the</c>

00:56:50.710 --> 00:56:50.720 align:start position:0%
around and things like that to help the
 

00:56:50.720 --> 00:56:51.829 align:start position:0%
around and things like that to help the
robot<00:56:51.040><c> navigate</c>

00:56:51.829 --> 00:56:51.839 align:start position:0%
robot navigate
 

00:56:51.839 --> 00:56:53.109 align:start position:0%
robot navigate
so<00:56:52.000><c> it</c><00:56:52.079><c> won't</c><00:56:52.319><c> have</c><00:56:52.400><c> to</c><00:56:52.480><c> come</c><00:56:52.640><c> in</c><00:56:52.799><c> and</c><00:56:52.880><c> just</c>

00:56:53.109 --> 00:56:53.119 align:start position:0%
so it won't have to come in and just
 

00:56:53.119 --> 00:56:55.190 align:start position:0%
so it won't have to come in and just
deal<00:56:53.359><c> with</c><00:56:53.520><c> the</c><00:56:53.920><c> crazy</c><00:56:54.319><c> clutter</c>

00:56:55.190 --> 00:56:55.200 align:start position:0%
deal with the crazy clutter
 

00:56:55.200 --> 00:56:56.630 align:start position:0%
deal with the crazy clutter
of<00:56:55.280><c> the</c><00:56:55.440><c> average</c><00:56:55.760><c> household</c><00:56:56.400><c> but</c><00:56:56.559><c> the</c>

00:56:56.630 --> 00:56:56.640 align:start position:0%
of the average household but the
 

00:56:56.640 --> 00:56:58.150 align:start position:0%
of the average household but the
household<00:56:57.040><c> will</c><00:56:57.359><c> sort</c><00:56:57.520><c> of</c><00:56:57.599><c> meet</c><00:56:57.760><c> the</c><00:56:57.839><c> robot</c>

00:56:58.150 --> 00:56:58.160 align:start position:0%
household will sort of meet the robot
 

00:56:58.160 --> 00:56:59.750 align:start position:0%
household will sort of meet the robot
halfway

00:56:59.750 --> 00:56:59.760 align:start position:0%
halfway
 

00:56:59.760 --> 00:57:01.910 align:start position:0%
halfway
do<00:56:59.920><c> you</c><00:57:00.000><c> see</c><00:57:00.160><c> any</c><00:57:00.960><c> that</c><00:57:01.119><c> there</c><00:57:01.359><c> is</c><00:57:01.680><c> there</c><00:57:01.839><c> are</c>

00:57:01.910 --> 00:57:01.920 align:start position:0%
do you see any that there is there are
 

00:57:01.920 --> 00:57:03.109 align:start position:0%
do you see any that there is there are
any<00:57:02.240><c> dangers</c>

00:57:03.109 --> 00:57:03.119 align:start position:0%
any dangers
 

00:57:03.119 --> 00:57:06.309 align:start position:0%
any dangers
in<00:57:03.280><c> terms</c><00:57:03.599><c> of</c><00:57:04.960><c> you</c><00:57:05.119><c> know</c><00:57:05.280><c> that</c><00:57:05.520><c> humans</c><00:57:06.000><c> are</c>

00:57:06.309 --> 00:57:06.319 align:start position:0%
in terms of you know that humans are
 

00:57:06.319 --> 00:57:09.190 align:start position:0%
in terms of you know that humans are
so<00:57:06.720><c> inherently</c><00:57:07.280><c> adaptable</c><00:57:08.400><c> and</c><00:57:08.559><c> potentially</c>

00:57:09.190 --> 00:57:09.200 align:start position:0%
so inherently adaptable and potentially
 

00:57:09.200 --> 00:57:11.430 align:start position:0%
so inherently adaptable and potentially
willing<00:57:09.520><c> to</c><00:57:09.599><c> adapt</c><00:57:10.000><c> all</c><00:57:10.160><c> kinds</c><00:57:10.400><c> of</c><00:57:10.640><c> things</c><00:57:11.040><c> to</c>

00:57:11.430 --> 00:57:11.440 align:start position:0%
willing to adapt all kinds of things to
 

00:57:11.440 --> 00:57:13.190 align:start position:0%
willing to adapt all kinds of things to
the<00:57:11.520><c> limitations</c><00:57:12.480><c> of</c><00:57:12.559><c> robotics</c>

00:57:13.190 --> 00:57:13.200 align:start position:0%
the limitations of robotics
 

00:57:13.200 --> 00:57:14.870 align:start position:0%
the limitations of robotics
oh<00:57:13.520><c> well</c><00:57:13.680><c> don't</c><00:57:13.839><c> get</c><00:57:14.000><c> me</c><00:57:14.160><c> started</c><00:57:14.400><c> so</c><00:57:14.559><c> this</c><00:57:14.720><c> is</c>

00:57:14.870 --> 00:57:14.880 align:start position:0%
oh well don't get me started so this is
 

00:57:14.880 --> 00:57:16.870 align:start position:0%
oh well don't get me started so this is
my<00:57:15.040><c> whole</c><00:57:15.280><c> other</c><00:57:15.599><c> eye</c>

00:57:16.870 --> 00:57:16.880 align:start position:0%
my whole other eye
 

00:57:16.880 --> 00:57:19.910 align:start position:0%
my whole other eye
sorry<00:57:17.119><c> about</c><00:57:17.359><c> that</c><00:57:18.960><c> yeah</c>

00:57:19.910 --> 00:57:19.920 align:start position:0%
sorry about that yeah
 

00:57:19.920 --> 00:57:22.309 align:start position:0%
sorry about that yeah
no<00:57:20.160><c> i</c><00:57:20.400><c> i</c><00:57:20.559><c> think</c><00:57:20.720><c> that</c><00:57:21.359><c> technology</c><00:57:22.000><c> is</c><00:57:22.079><c> this</c>

00:57:22.309 --> 00:57:22.319 align:start position:0%
no i i think that technology is this
 

00:57:22.319 --> 00:57:23.589 align:start position:0%
no i i think that technology is this
really<00:57:22.559><c> powerful</c><00:57:23.040><c> force</c>

00:57:23.589 --> 00:57:23.599 align:start position:0%
really powerful force
 

00:57:23.599 --> 00:57:28.069 align:start position:0%
really powerful force
so<00:57:23.920><c> i</c><00:57:24.559><c> you</c><00:57:24.720><c> know</c><00:57:24.799><c> this</c><00:57:25.040><c> is</c><00:57:25.119><c> what</c><00:57:25.520><c> uh</c><00:57:26.559><c> i've</c><00:57:26.720><c> been</c>

00:57:28.069 --> 00:57:28.079 align:start position:0%
so i you know this is what uh i've been
 

00:57:28.079 --> 00:57:30.710 align:start position:0%
so i you know this is what uh i've been
talking<00:57:28.400><c> with</c><00:57:28.799><c> dreyfuss</c><00:57:29.280><c> about</c><00:57:29.599><c> is</c><00:57:29.760><c> that</c><00:57:30.640><c> you</c>

00:57:30.710 --> 00:57:30.720 align:start position:0%
talking with dreyfuss about is that you
 

00:57:30.720 --> 00:57:31.109 align:start position:0%
talking with dreyfuss about is that you
know

00:57:31.109 --> 00:57:31.119 align:start position:0%
know
 

00:57:31.119 --> 00:57:33.109 align:start position:0%
know
that<00:57:31.280><c> technology</c><00:57:31.920><c> is</c><00:57:32.160><c> this</c><00:57:32.480><c> extremely</c>

00:57:33.109 --> 00:57:33.119 align:start position:0%
that technology is this extremely
 

00:57:33.119 --> 00:57:34.870 align:start position:0%
that technology is this extremely
compelling<00:57:33.680><c> thing</c><00:57:33.920><c> it's</c><00:57:34.160><c> not</c><00:57:34.319><c> just</c><00:57:34.480><c> about</c><00:57:34.720><c> the</c>

00:57:34.870 --> 00:57:34.880 align:start position:0%
compelling thing it's not just about the
 

00:57:34.880 --> 00:57:36.710 align:start position:0%
compelling thing it's not just about the
mechanisms<00:57:35.520><c> and</c>

00:57:36.710 --> 00:57:36.720 align:start position:0%
mechanisms and
 

00:57:36.720 --> 00:57:40.230 align:start position:0%
mechanisms and
the<00:57:36.880><c> gadgets</c><00:57:37.520><c> and</c><00:57:37.760><c> the</c><00:57:38.559><c> you</c><00:57:38.839><c> know</c><00:57:39.680><c> devices</c>

00:57:40.230 --> 00:57:40.240 align:start position:0%
the gadgets and the you know devices
 

00:57:40.240 --> 00:57:41.910 align:start position:0%
the gadgets and the you know devices
because<00:57:40.400><c> those</c><00:57:40.640><c> are</c><00:57:40.799><c> those</c><00:57:41.040><c> are</c><00:57:41.200><c> fascinating</c>

00:57:41.910 --> 00:57:41.920 align:start position:0%
because those are those are fascinating
 

00:57:41.920 --> 00:57:43.670 align:start position:0%
because those are those are fascinating
on<00:57:42.079><c> themselves</c><00:57:42.400><c> but</c><00:57:42.559><c> the</c><00:57:42.720><c> whole</c><00:57:43.040><c> it's</c><00:57:43.200><c> a</c>

00:57:43.670 --> 00:57:43.680 align:start position:0%
on themselves but the whole it's a
 

00:57:43.680 --> 00:57:46.870 align:start position:0%
on themselves but the whole it's a
it's<00:57:43.920><c> a</c><00:57:44.160><c> it's</c><00:57:44.319><c> a</c><00:57:44.400><c> mentality</c><00:57:45.520><c> a</c><00:57:45.680><c> mode</c><00:57:45.920><c> of</c><00:57:46.079><c> being</c>

00:57:46.870 --> 00:57:46.880 align:start position:0%
it's a it's a mentality a mode of being
 

00:57:46.880 --> 00:57:49.990 align:start position:0%
it's a it's a mentality a mode of being
um<00:57:47.920><c> in</c><00:57:48.000><c> dresses</c><00:57:48.640><c> terms</c><00:57:49.280><c> that</c>

00:57:49.990 --> 00:57:50.000 align:start position:0%
um in dresses terms that
 

00:57:50.000 --> 00:57:52.390 align:start position:0%
um in dresses terms that
it<00:57:50.240><c> really</c><00:57:50.480><c> is</c><00:57:50.720><c> taken</c><00:57:51.040><c> over</c><00:57:51.359><c> and</c><00:57:51.599><c> is</c><00:57:51.920><c> is</c><00:57:52.160><c> very</c>

00:57:52.390 --> 00:57:52.400 align:start position:0%
it really is taken over and is is very
 

00:57:52.400 --> 00:57:54.150 align:start position:0%
it really is taken over and is is very
very<00:57:52.880><c> powerful</c><00:57:53.359><c> it's</c><00:57:53.520><c> not</c><00:57:53.680><c> something</c><00:57:53.920><c> that</c><00:57:54.000><c> we</c>

00:57:54.150 --> 00:57:54.160 align:start position:0%
very powerful it's not something that we
 

00:57:54.160 --> 00:57:55.510 align:start position:0%
very powerful it's not something that we
can<00:57:54.319><c> even</c><00:57:54.559><c> be</c><00:57:54.720><c> conscious</c><00:57:55.119><c> of</c>

00:57:55.510 --> 00:57:55.520 align:start position:0%
can even be conscious of
 

00:57:55.520 --> 00:57:58.230 align:start position:0%
can even be conscious of
so<00:57:56.400><c> we're</c><00:57:56.640><c> immersed</c><00:57:57.599><c> and</c><00:57:57.760><c> it's</c><00:57:57.920><c> something</c>

00:57:58.230 --> 00:57:58.240 align:start position:0%
so we're immersed and it's something
 

00:57:58.240 --> 00:57:59.030 align:start position:0%
so we're immersed and it's something
that<00:57:58.400><c> makes</c>

00:57:59.030 --> 00:57:59.040 align:start position:0%
that makes
 

00:57:59.040 --> 00:58:00.630 align:start position:0%
that makes
we<00:57:59.280><c> want</c><00:57:59.440><c> to</c><00:57:59.520><c> make</c><00:57:59.760><c> the</c><00:57:59.839><c> world</c><00:58:00.160><c> more</c><00:58:00.319><c> and</c><00:58:00.480><c> more</c>

00:58:00.630 --> 00:58:00.640 align:start position:0%
we want to make the world more and more
 

00:58:00.640 --> 00:58:02.549 align:start position:0%
we want to make the world more and more
available

00:58:02.549 --> 00:58:02.559 align:start position:0%
available
 

00:58:02.559 --> 00:58:06.230 align:start position:0%
available
and<00:58:03.200><c> so</c><00:58:03.440><c> that</c><00:58:04.079><c> transportation</c><00:58:05.119><c> from</c><00:58:05.520><c> the</c><00:58:05.680><c> jet</c>

00:58:06.230 --> 00:58:06.240 align:start position:0%
and so that transportation from the jet
 

00:58:06.240 --> 00:58:09.030 align:start position:0%
and so that transportation from the jet
you<00:58:06.319><c> know</c><00:58:06.640><c> to</c><00:58:07.040><c> the</c><00:58:07.359><c> railroad</c><00:58:07.839><c> to</c><00:58:08.000><c> the</c><00:58:08.160><c> jet</c><00:58:08.480><c> to</c>

00:58:09.030 --> 00:58:09.040 align:start position:0%
you know to the railroad to the jet to
 

00:58:09.040 --> 00:58:11.030 align:start position:0%
you know to the railroad to the jet to
telepresence<00:58:09.760><c> are</c><00:58:09.920><c> all</c><00:58:10.079><c> ways</c><00:58:10.319><c> of</c><00:58:10.559><c> of</c><00:58:10.720><c> doing</c>

00:58:11.030 --> 00:58:11.040 align:start position:0%
telepresence are all ways of of doing
 

00:58:11.040 --> 00:58:11.670 align:start position:0%
telepresence are all ways of of doing
that

00:58:11.670 --> 00:58:11.680 align:start position:0%
that
 

00:58:11.680 --> 00:58:13.589 align:start position:0%
that
um<00:58:12.319><c> but</c><00:58:12.480><c> so</c><00:58:12.640><c> many</c><00:58:12.880><c> other</c><00:58:13.040><c> things</c><00:58:13.280><c> where</c><00:58:13.520><c> the</c>

00:58:13.589 --> 00:58:13.599 align:start position:0%
um but so many other things where the
 

00:58:13.599 --> 00:58:15.750 align:start position:0%
um but so many other things where the
world<00:58:13.839><c> wide</c><00:58:14.079><c> web</c><00:58:14.559><c> and</c>

00:58:15.750 --> 00:58:15.760 align:start position:0%
world wide web and
 

00:58:15.760 --> 00:58:18.549 align:start position:0%
world wide web and
digital<00:58:16.160><c> radio</c><00:58:16.640><c> and</c><00:58:17.119><c> all</c><00:58:17.280><c> of</c><00:58:17.359><c> these</c><00:58:17.680><c> are</c><00:58:18.319><c> the</c>

00:58:18.549 --> 00:58:18.559 align:start position:0%
digital radio and all of these are the
 

00:58:18.559 --> 00:58:20.069 align:start position:0%
digital radio and all of these are the
video<00:58:18.880><c> cameras</c><00:58:19.280><c> right</c><00:58:19.520><c> these</c><00:58:19.680><c> are</c><00:58:19.760><c> all</c><00:58:19.839><c> ways</c>

00:58:20.069 --> 00:58:20.079 align:start position:0%
video cameras right these are all ways
 

00:58:20.079 --> 00:58:20.549 align:start position:0%
video cameras right these are all ways
of

00:58:20.549 --> 00:58:20.559 align:start position:0%
of
 

00:58:20.559 --> 00:58:23.990 align:start position:0%
of
making<00:58:21.119><c> the</c><00:58:21.280><c> world</c><00:58:21.839><c> available</c><00:58:22.799><c> and</c><00:58:23.200><c> what</c>

00:58:23.990 --> 00:58:24.000 align:start position:0%
making the world available and what
 

00:58:24.000 --> 00:58:25.750 align:start position:0%
making the world available and what
what<00:58:24.240><c> i</c><00:58:24.480><c> do</c><00:58:24.640><c> worry</c><00:58:24.880><c> about</c><00:58:25.040><c> is</c><00:58:25.200><c> this</c><00:58:25.280><c> idea</c><00:58:25.520><c> that</c>

00:58:25.750 --> 00:58:25.760 align:start position:0%
what i do worry about is this idea that
 

00:58:25.760 --> 00:58:27.670 align:start position:0%
what i do worry about is this idea that
we'll<00:58:25.920><c> start</c><00:58:26.160><c> to</c><00:58:26.319><c> turn</c><00:58:26.480><c> it</c><00:58:26.640><c> on</c><00:58:26.799><c> ourselves</c>

00:58:27.670 --> 00:58:27.680 align:start position:0%
we'll start to turn it on ourselves
 

00:58:27.680 --> 00:58:30.789 align:start position:0%
we'll start to turn it on ourselves
that<00:58:27.839><c> we'll</c><00:58:28.079><c> see</c><00:58:28.319><c> ourselves</c>

00:58:30.789 --> 00:58:30.799 align:start position:0%
that we'll see ourselves
 

00:58:30.799 --> 00:58:32.470 align:start position:0%
that we'll see ourselves
what<00:58:30.960><c> we</c><00:58:31.200><c> want</c><00:58:31.440><c> we'll</c><00:58:31.680><c> want</c><00:58:31.920><c> ourselves</c><00:58:32.240><c> to</c><00:58:32.319><c> be</c>

00:58:32.470 --> 00:58:32.480 align:start position:0%
what we want we'll want ourselves to be
 

00:58:32.480 --> 00:58:34.390 align:start position:0%
what we want we'll want ourselves to be
more<00:58:32.640><c> and</c><00:58:32.720><c> more</c><00:58:32.880><c> available</c>

00:58:34.390 --> 00:58:34.400 align:start position:0%
more and more available
 

00:58:34.400 --> 00:58:36.150 align:start position:0%
more and more available
and<00:58:34.720><c> i</c><00:58:35.200><c> i</c><00:58:35.359><c> was</c><00:58:35.440><c> talking</c><00:58:35.680><c> to</c><00:58:35.760><c> a</c><00:58:35.839><c> friend</c><00:58:36.000><c> about</c>

00:58:36.150 --> 00:58:36.160 align:start position:0%
and i i was talking to a friend about
 

00:58:36.160 --> 00:58:37.670 align:start position:0%
and i i was talking to a friend about
this<00:58:36.319><c> and</c><00:58:36.400><c> he</c><00:58:36.480><c> said</c><00:58:36.720><c> you</c><00:58:36.799><c> know</c>

00:58:37.670 --> 00:58:37.680 align:start position:0%
this and he said you know
 

00:58:37.680 --> 00:58:39.109 align:start position:0%
this and he said you know
do<00:58:37.839><c> you</c><00:58:37.920><c> think</c><00:58:38.160><c> it's</c><00:58:38.240><c> some</c><00:58:38.400><c> some</c><00:58:38.640><c> or</c><00:58:38.799><c> some</c><00:58:38.960><c> sort</c>

00:58:39.109 --> 00:58:39.119 align:start position:0%
do you think it's some some or some sort
 

00:58:39.119 --> 00:58:40.470 align:start position:0%
do you think it's some some or some sort
of<00:58:39.200><c> big</c><00:58:39.359><c> brother</c><00:58:39.839><c> you</c><00:58:39.920><c> know</c><00:58:40.079><c> is</c><00:58:40.240><c> this</c><00:58:40.319><c> going</c><00:58:40.400><c> to</c>

00:58:40.470 --> 00:58:40.480 align:start position:0%
of big brother you know is this going to
 

00:58:40.480 --> 00:58:42.069 align:start position:0%
of big brother you know is this going to
be<00:58:40.640><c> imposed</c><00:58:41.200><c> on</c><00:58:41.440><c> us</c>

00:58:42.069 --> 00:58:42.079 align:start position:0%
be imposed on us
 

00:58:42.079 --> 00:58:44.230 align:start position:0%
be imposed on us
and<00:58:42.240><c> i</c><00:58:42.400><c> don't</c><00:58:42.559><c> think</c><00:58:42.960><c> i</c><00:58:43.040><c> think</c><00:58:43.680><c> and</c><00:58:43.839><c> he</c><00:58:44.000><c> said</c>

00:58:44.230 --> 00:58:44.240 align:start position:0%
and i don't think i think and he said
 

00:58:44.240 --> 00:58:46.390 align:start position:0%
and i don't think i think and he said
maybe<00:58:44.799><c> is</c><00:58:44.880><c> it</c><00:58:44.960><c> more</c><00:58:45.119><c> of</c><00:58:45.200><c> a</c><00:58:45.280><c> seduction</c>

00:58:46.390 --> 00:58:46.400 align:start position:0%
maybe is it more of a seduction
 

00:58:46.400 --> 00:58:48.150 align:start position:0%
maybe is it more of a seduction
like<00:58:46.640><c> we'll</c><00:58:46.960><c> want</c><00:58:47.280><c> it</c><00:58:47.440><c> because</c><00:58:47.680><c> it's</c><00:58:47.839><c> very</c>

00:58:48.150 --> 00:58:48.160 align:start position:0%
like we'll want it because it's very
 

00:58:48.160 --> 00:58:49.750 align:start position:0%
like we'll want it because it's very
very<00:58:48.400><c> compelling</c><00:58:48.960><c> it's</c><00:58:49.119><c> very</c>

00:58:49.750 --> 00:58:49.760 align:start position:0%
very compelling it's very
 

00:58:49.760 --> 00:58:52.309 align:start position:0%
very compelling it's very
appealing<00:58:51.040><c> and</c><00:58:51.200><c> i</c><00:58:51.359><c> think</c><00:58:51.520><c> he's</c><00:58:51.760><c> right</c><00:58:52.079><c> i</c><00:58:52.160><c> think</c>

00:58:52.309 --> 00:58:52.319 align:start position:0%
appealing and i think he's right i think
 

00:58:52.319 --> 00:58:53.510 align:start position:0%
appealing and i think he's right i think
that<00:58:52.480><c> that's</c><00:58:52.799><c> that's</c><00:58:53.040><c> the</c><00:58:53.119><c> way</c><00:58:53.280><c> it</c><00:58:53.359><c> will</c>

00:58:53.510 --> 00:58:53.520 align:start position:0%
that that's that's the way it will
 

00:58:53.520 --> 00:58:53.990 align:start position:0%
that that's that's the way it will
happen

00:58:53.990 --> 00:58:54.000 align:start position:0%
happen
 

00:58:54.000 --> 00:58:56.150 align:start position:0%
happen
that<00:58:54.799><c> we</c><00:58:55.040><c> want</c><00:58:55.200><c> to</c><00:58:55.359><c> be</c><00:58:55.520><c> available</c><00:58:55.920><c> there's</c>

00:58:56.150 --> 00:58:56.160 align:start position:0%
that we want to be available there's
 

00:58:56.160 --> 00:58:57.750 align:start position:0%
that we want to be available there's
something<00:58:56.960><c> very</c><00:58:57.280><c> very</c>

00:58:57.750 --> 00:58:57.760 align:start position:0%
something very very
 

00:58:57.760 --> 00:59:00.789 align:start position:0%
something very very
irresistible<00:58:59.280><c> about</c><00:58:59.920><c> facebook</c><00:59:00.480><c> and</c>

00:59:00.789 --> 00:59:00.799 align:start position:0%
irresistible about facebook and
 

00:59:00.799 --> 00:59:03.030 align:start position:0%
irresistible about facebook and
twitter<00:59:01.280><c> and</c><00:59:01.440><c> all</c><00:59:01.599><c> this</c><00:59:01.839><c> things</c><00:59:02.000><c> we</c><00:59:02.240><c> want</c><00:59:02.559><c> it</c>

00:59:03.030 --> 00:59:03.040 align:start position:0%
twitter and all this things we want it
 

00:59:03.040 --> 00:59:04.789 align:start position:0%
twitter and all this things we want it
because<00:59:03.200><c> we</c><00:59:03.359><c> get</c><00:59:03.520><c> this</c>

00:59:04.789 --> 00:59:04.799 align:start position:0%
because we get this
 

00:59:04.799 --> 00:59:07.190 align:start position:0%
because we get this
my<00:59:04.960><c> wife</c><00:59:05.200><c> is</c><00:59:05.359><c> a</c><00:59:05.440><c> filmmaker</c><00:59:06.079><c> and</c><00:59:06.319><c> she</c><00:59:06.720><c> she</c><00:59:06.960><c> talks</c>

00:59:07.190 --> 00:59:07.200 align:start position:0%
my wife is a filmmaker and she she talks
 

00:59:07.200 --> 00:59:08.950 align:start position:0%
my wife is a filmmaker and she she talks
about<00:59:07.359><c> the</c><00:59:07.520><c> oxytocin</c>

00:59:08.950 --> 00:59:08.960 align:start position:0%
about the oxytocin
 

00:59:08.960 --> 00:59:10.630 align:start position:0%
about the oxytocin
effect<00:59:09.520><c> that</c><00:59:09.680><c> when</c><00:59:09.839><c> you</c><00:59:10.000><c> you</c><00:59:10.079><c> know</c><00:59:10.240><c> you</c><00:59:10.319><c> give</c><00:59:10.480><c> a</c>

00:59:10.630 --> 00:59:10.640 align:start position:0%
effect that when you you know you give a
 

00:59:10.640 --> 00:59:12.069 align:start position:0%
effect that when you you know you give a
hug<00:59:11.359><c> you</c><00:59:11.440><c> get</c><00:59:11.599><c> this</c>

00:59:12.069 --> 00:59:12.079 align:start position:0%
hug you get this
 

00:59:12.079 --> 00:59:14.549 align:start position:0%
hug you get this
this<00:59:12.400><c> chemical</c><00:59:12.880><c> boost</c><00:59:13.839><c> and</c><00:59:14.000><c> it</c><00:59:14.160><c> happens</c><00:59:14.400><c> when</c>

00:59:14.549 --> 00:59:14.559 align:start position:0%
this chemical boost and it happens when
 

00:59:14.559 --> 00:59:15.990 align:start position:0%
this chemical boost and it happens when
you<00:59:14.720><c> have</c><00:59:14.880><c> true</c><00:59:15.119><c> meaningful</c><00:59:15.520><c> communication</c>

00:59:15.990 --> 00:59:16.000 align:start position:0%
you have true meaningful communication
 

00:59:16.000 --> 00:59:16.549 align:start position:0%
you have true meaningful communication
with<00:59:16.160><c> somebody</c>

00:59:16.549 --> 00:59:16.559 align:start position:0%
with somebody
 

00:59:16.559 --> 00:59:19.589 align:start position:0%
with somebody
so<00:59:16.640><c> i</c><00:59:16.720><c> think</c><00:59:16.880><c> people</c><00:59:17.200><c> are</c><00:59:17.359><c> really</c><00:59:18.000><c> were</c><00:59:19.359><c> very</c>

00:59:19.589 --> 00:59:19.599 align:start position:0%
so i think people are really were very
 

00:59:19.599 --> 00:59:20.549 align:start position:0%
so i think people are really were very
prone<00:59:19.920><c> to</c><00:59:20.079><c> that</c>

00:59:20.549 --> 00:59:20.559 align:start position:0%
prone to that
 

00:59:20.559 --> 00:59:23.109 align:start position:0%
prone to that
and<00:59:20.960><c> the</c><00:59:21.119><c> danger</c><00:59:21.520><c> of</c><00:59:21.599><c> course</c><00:59:21.920><c> is</c><00:59:22.000><c> that</c><00:59:22.160><c> i</c><00:59:22.319><c> think</c>

00:59:23.109 --> 00:59:23.119 align:start position:0%
and the danger of course is that i think
 

00:59:23.119 --> 00:59:24.230 align:start position:0%
and the danger of course is that i think
it<00:59:23.520><c> it</c><00:59:23.680><c> can</c>

00:59:24.230 --> 00:59:24.240 align:start position:0%
it it can
 

00:59:24.240 --> 00:59:26.950 align:start position:0%
it it can
it<00:59:24.319><c> can</c><00:59:24.799><c> it</c><00:59:24.960><c> can</c><00:59:25.280><c> take</c><00:59:25.520><c> over</c><00:59:26.160><c> and</c><00:59:26.559><c> we</c><00:59:26.799><c> don't</c>

00:59:26.950 --> 00:59:26.960 align:start position:0%
it can it can take over and we don't
 

00:59:26.960 --> 00:59:27.589 align:start position:0%
it can it can take over and we don't
know<00:59:27.200><c> how</c>

00:59:27.589 --> 00:59:27.599 align:start position:0%
know how
 

00:59:27.599 --> 00:59:30.870 align:start position:0%
know how
to<00:59:28.000><c> resist</c><00:59:28.400><c> it</c><00:59:29.200><c> and</c><00:59:29.359><c> so</c><00:59:29.599><c> we</c><00:59:29.760><c> don't</c><00:59:30.079><c> we</c><00:59:30.319><c> lose</c><00:59:30.720><c> a</c>

00:59:30.870 --> 00:59:30.880 align:start position:0%
to resist it and so we don't we lose a
 

00:59:30.880 --> 00:59:32.150 align:start position:0%
to resist it and so we don't we lose a
kind<00:59:31.040><c> of</c><00:59:31.200><c> ability</c><00:59:31.680><c> to</c><00:59:31.760><c> have</c>

00:59:32.150 --> 00:59:32.160 align:start position:0%
kind of ability to have
 

00:59:32.160 --> 00:59:35.910 align:start position:0%
kind of ability to have
privacy<00:59:32.799><c> and</c><00:59:33.760><c> um</c><00:59:34.799><c> sort</c><00:59:34.960><c> of</c><00:59:35.119><c> internal</c>

00:59:35.910 --> 00:59:35.920 align:start position:0%
privacy and um sort of internal
 

00:59:35.920 --> 00:59:39.030 align:start position:0%
privacy and um sort of internal
um<00:59:36.640><c> moments</c><00:59:37.200><c> and</c><00:59:37.599><c> and</c><00:59:37.839><c> one-on-one</c>

00:59:39.030 --> 00:59:39.040 align:start position:0%
um moments and and one-on-one
 

00:59:39.040 --> 00:59:42.150 align:start position:0%
um moments and and one-on-one
connections<00:59:40.160><c> that</c><00:59:40.799><c> that</c><00:59:41.040><c> i</c><00:59:41.440><c> worry</c>

00:59:42.150 --> 00:59:42.160 align:start position:0%
connections that that i worry
 

00:59:42.160 --> 00:59:44.150 align:start position:0%
connections that that i worry
are<00:59:42.240><c> we</c><00:59:42.480><c> going</c><00:59:42.559><c> to</c><00:59:42.640><c> be</c><00:59:42.799><c> able</c><00:59:42.960><c> to</c><00:59:43.440><c> sustain</c><00:59:43.920><c> that</c>

00:59:44.150 --> 00:59:44.160 align:start position:0%
are we going to be able to sustain that
 

00:59:44.160 --> 00:59:45.829 align:start position:0%
are we going to be able to sustain that
in<00:59:44.319><c> a</c><00:59:44.400><c> world</c><00:59:44.720><c> where</c><00:59:44.880><c> the</c><00:59:45.040><c> technology</c><00:59:45.520><c> becomes</c>

00:59:45.829 --> 00:59:45.839 align:start position:0%
in a world where the technology becomes
 

00:59:45.839 --> 00:59:47.589 align:start position:0%
in a world where the technology becomes
more<00:59:46.000><c> and</c><00:59:46.079><c> more</c><00:59:46.240><c> compliant</c>

00:59:47.589 --> 00:59:47.599 align:start position:0%
more and more compliant
 

00:59:47.599 --> 00:59:50.309 align:start position:0%
more and more compliant
i<00:59:47.680><c> hope</c><00:59:47.920><c> so</c><00:59:49.119><c> if</c><00:59:49.280><c> you</c><00:59:49.359><c> can</c><00:59:49.520><c> thank</c><00:59:49.760><c> you</c><00:59:49.839><c> for</c><00:59:50.079><c> just</c>

00:59:50.309 --> 00:59:50.319 align:start position:0%
i hope so if you can thank you for just
 

00:59:50.319 --> 00:59:51.990 align:start position:0%
i hope so if you can thank you for just
a<00:59:50.400><c> few</c><00:59:50.559><c> more</c><00:59:50.799><c> minutes</c><00:59:51.119><c> i</c><00:59:51.280><c> was</c><00:59:51.440><c> just</c><00:59:51.599><c> curious</c>

00:59:51.990 --> 00:59:52.000 align:start position:0%
a few more minutes i was just curious
 

00:59:52.000 --> 00:59:52.789 align:start position:0%
a few more minutes i was just curious
just<00:59:52.240><c> to</c>

00:59:52.789 --> 00:59:52.799 align:start position:0%
just to
 

00:59:52.799 --> 00:59:55.910 align:start position:0%
just to
kind<00:59:53.040><c> of</c><00:59:53.200><c> wrap</c><00:59:53.440><c> up</c><00:59:54.079><c> um</c><00:59:54.559><c> two</c><00:59:54.799><c> things</c><00:59:55.200><c> one</c>

00:59:55.910 --> 00:59:55.920 align:start position:0%
kind of wrap up um two things one
 

00:59:55.920 --> 00:59:57.990 align:start position:0%
kind of wrap up um two things one
what<00:59:56.079><c> are</c><00:59:56.319><c> your</c><00:59:57.040><c> kind</c><00:59:57.200><c> of</c><00:59:57.359><c> goals</c><00:59:57.680><c> for</c><00:59:57.920><c> the</c>

00:59:57.990 --> 00:59:58.000 align:start position:0%
what are your kind of goals for the
 

00:59:58.000 --> 00:59:58.950 align:start position:0%
what are your kind of goals for the
future

00:59:58.950 --> 00:59:58.960 align:start position:0%
future
 

00:59:58.960 --> 01:00:01.510 align:start position:0%
future
um<00:59:59.280><c> in</c><00:59:59.359><c> terms</c><00:59:59.680><c> of</c><01:00:00.480><c> your</c><01:00:00.720><c> research</c><01:00:01.200><c> and</c><01:00:01.280><c> then</c>

01:00:01.510 --> 01:00:01.520 align:start position:0%
um in terms of your research and then
 

01:00:01.520 --> 01:00:02.950 align:start position:0%
um in terms of your research and then
also<01:00:01.760><c> where</c><01:00:01.920><c> do</c><01:00:01.920><c> you</c><01:00:02.000><c> think</c><01:00:02.160><c> robotics</c><01:00:02.799><c> is</c>

01:00:02.950 --> 01:00:02.960 align:start position:0%
also where do you think robotics is
 

01:00:02.960 --> 01:00:03.589 align:start position:0%
also where do you think robotics is
going

01:00:03.589 --> 01:00:03.599 align:start position:0%
going
 

01:00:03.599 --> 01:00:07.349 align:start position:0%
going
in<01:00:03.760><c> the</c><01:00:03.839><c> future</c>

01:00:07.349 --> 01:00:07.359 align:start position:0%
 
 

01:00:07.359 --> 01:00:10.630 align:start position:0%
 
no<01:00:07.680><c> it's</c><01:00:07.839><c> good</c><01:00:08.160><c> um</c><01:00:08.640><c> it's</c><01:00:08.960><c> it's</c><01:00:09.280><c> uh</c><01:00:10.319><c> those</c><01:00:10.559><c> are</c>

01:00:10.630 --> 01:00:10.640 align:start position:0%
no it's good um it's it's uh those are
 

01:00:10.640 --> 01:00:11.430 align:start position:0%
no it's good um it's it's uh those are
hard<01:00:10.880><c> questions</c><01:00:11.200><c> i</c>

01:00:11.430 --> 01:00:11.440 align:start position:0%
hard questions i
 

01:00:11.440 --> 01:00:15.109 align:start position:0%
hard questions i
i<01:00:12.319><c> i'm</c><01:00:12.720><c> very</c><01:00:13.040><c> interested</c><01:00:13.680><c> in</c>

01:00:15.109 --> 01:00:15.119 align:start position:0%
i i'm very interested in
 

01:00:15.119 --> 01:00:16.870 align:start position:0%
i i'm very interested in
right<01:00:15.359><c> now</c><01:00:15.520><c> i'm</c><01:00:15.680><c> starting</c><01:00:16.079><c> to</c><01:00:16.319><c> be</c><01:00:16.480><c> interested</c>

01:00:16.870 --> 01:00:16.880 align:start position:0%
right now i'm starting to be interested
 

01:00:16.880 --> 01:00:18.230 align:start position:0%
right now i'm starting to be interested
in<01:00:17.040><c> social</c><01:00:17.359><c> media</c>

01:00:18.230 --> 01:00:18.240 align:start position:0%
in social media
 

01:00:18.240 --> 01:00:19.750 align:start position:0%
in social media
and<01:00:18.480><c> so</c><01:00:18.640><c> we</c><01:00:18.720><c> have</c><01:00:18.880><c> a</c><01:00:18.960><c> system</c><01:00:19.280><c> that</c><01:00:19.440><c> we</c><01:00:19.599><c> call</c>

01:00:19.750 --> 01:00:19.760 align:start position:0%
and so we have a system that we call
 

01:00:19.760 --> 01:00:22.390 align:start position:0%
and so we have a system that we call
opinion<01:00:20.160><c> space</c><01:00:20.480><c> that's</c><01:00:20.720><c> a</c><01:00:20.799><c> way</c><01:00:20.960><c> for</c><01:00:21.200><c> people</c><01:00:21.440><c> to</c>

01:00:22.390 --> 01:00:22.400 align:start position:0%
opinion space that's a way for people to
 

01:00:22.400 --> 01:00:24.390 align:start position:0%
opinion space that's a way for people to
interact<01:00:22.880><c> and</c><01:00:23.040><c> have</c><01:00:23.200><c> conversations</c><01:00:24.079><c> over</c>

01:00:24.390 --> 01:00:24.400 align:start position:0%
interact and have conversations over
 

01:00:24.400 --> 01:00:26.069 align:start position:0%
interact and have conversations over
distance<01:00:25.200><c> now</c><01:00:25.359><c> it</c><01:00:25.520><c> doesn't</c><01:00:25.680><c> look</c><01:00:25.920><c> like</c>

01:00:26.069 --> 01:00:26.079 align:start position:0%
distance now it doesn't look like
 

01:00:26.079 --> 01:00:28.309 align:start position:0%
distance now it doesn't look like
robotics<01:00:26.720><c> but</c><01:00:26.880><c> it</c><01:00:27.040><c> involves</c><01:00:27.440><c> geometry</c>

01:00:28.309 --> 01:00:28.319 align:start position:0%
robotics but it involves geometry
 

01:00:28.319 --> 01:00:31.510 align:start position:0%
robotics but it involves geometry
and<01:00:28.559><c> a</c><01:00:28.640><c> way</c><01:00:28.799><c> of</c><01:00:28.880><c> visualizing</c><01:00:30.559><c> this</c><01:00:30.960><c> map</c>

01:00:31.510 --> 01:00:31.520 align:start position:0%
and a way of visualizing this map
 

01:00:31.520 --> 01:00:32.789 align:start position:0%
and a way of visualizing this map
so<01:00:31.680><c> you</c><01:00:31.760><c> can</c><01:00:32.000><c> see</c><01:00:32.240><c> everybody</c><01:00:32.640><c> in</c><01:00:32.720><c> a</c>

01:00:32.789 --> 01:00:32.799 align:start position:0%
so you can see everybody in a
 

01:00:32.799 --> 01:00:35.430 align:start position:0%
so you can see everybody in a
conversation<01:00:33.359><c> at</c><01:00:33.520><c> a</c><01:00:33.599><c> glance</c><01:00:34.400><c> and</c><01:00:34.559><c> the</c><01:00:34.640><c> most</c>

01:00:35.430 --> 01:00:35.440 align:start position:0%
conversation at a glance and the most
 

01:00:35.440 --> 01:00:37.750 align:start position:0%
conversation at a glance and the most
insightful<01:00:36.079><c> contributions</c><01:00:36.799><c> get</c><01:00:37.119><c> highlighted</c>

01:00:37.750 --> 01:00:37.760 align:start position:0%
insightful contributions get highlighted
 

01:00:37.760 --> 01:00:39.430 align:start position:0%
insightful contributions get highlighted
and<01:00:37.920><c> at</c><01:00:38.000><c> least</c><01:00:38.240><c> insightful</c><01:00:38.640><c> get</c><01:00:38.799><c> pushed</c><01:00:39.040><c> back</c>

01:00:39.430 --> 01:00:39.440 align:start position:0%
and at least insightful get pushed back
 

01:00:39.440 --> 01:00:42.789 align:start position:0%
and at least insightful get pushed back
so<01:00:39.599><c> it's</c><01:00:39.760><c> a</c><01:00:39.839><c> way</c><01:00:40.000><c> a</c><01:00:40.160><c> very</c><01:00:41.200><c> sort</c><01:00:41.440><c> of</c>

01:00:42.789 --> 01:00:42.799 align:start position:0%
so it's a way a very sort of
 

01:00:42.799 --> 01:00:47.270 align:start position:0%
so it's a way a very sort of
i<01:00:43.040><c> guess</c><01:00:44.400><c> effectively</c>

01:00:47.270 --> 01:00:47.280 align:start position:0%
 
 

01:00:47.280 --> 01:00:49.270 align:start position:0%
 
scaling<01:00:47.839><c> up</c><01:00:48.079><c> conversations</c><01:00:48.799><c> to</c><01:00:48.960><c> large</c>

01:00:49.270 --> 01:00:49.280 align:start position:0%
scaling up conversations to large
 

01:00:49.280 --> 01:00:50.390 align:start position:0%
scaling up conversations to large
numbers<01:00:49.520><c> of</c><01:00:49.599><c> people</c><01:00:50.000><c> and</c>

01:00:50.390 --> 01:00:50.400 align:start position:0%
numbers of people and
 

01:00:50.400 --> 01:00:51.510 align:start position:0%
numbers of people and
so<01:00:50.559><c> we've</c><01:00:50.720><c> been</c><01:00:50.880><c> working</c><01:00:51.040><c> with</c><01:00:51.200><c> the</c><01:00:51.359><c> state</c>

01:00:51.510 --> 01:00:51.520 align:start position:0%
so we've been working with the state
 

01:00:51.520 --> 01:00:53.750 align:start position:0%
so we've been working with the state
department<01:00:52.640><c> on</c><01:00:52.799><c> a</c><01:00:52.880><c> project</c>

01:00:53.750 --> 01:00:53.760 align:start position:0%
department on a project
 

01:00:53.760 --> 01:00:56.069 align:start position:0%
department on a project
also<01:00:54.079><c> now</c><01:00:54.240><c> with</c><01:00:54.559><c> a</c><01:00:54.640><c> number</c><01:00:54.960><c> of</c><01:00:55.119><c> companies</c><01:00:56.000><c> and</c>

01:00:56.069 --> 01:00:56.079 align:start position:0%
also now with a number of companies and
 

01:00:56.079 --> 01:00:57.589 align:start position:0%
also now with a number of companies and
so<01:00:56.400><c> i'm</c><01:00:56.559><c> really</c><01:00:56.720><c> interested</c><01:00:57.040><c> in</c><01:00:57.200><c> that</c>

01:00:57.589 --> 01:00:57.599 align:start position:0%
so i'm really interested in that
 

01:00:57.599 --> 01:00:59.270 align:start position:0%
so i'm really interested in that
that<01:00:57.839><c> direction</c><01:00:58.400><c> i</c><01:00:58.480><c> mean</c><01:00:58.640><c> how</c><01:00:58.799><c> can</c><01:00:58.960><c> we</c><01:00:59.119><c> take</c>

01:00:59.270 --> 01:00:59.280 align:start position:0%
that direction i mean how can we take
 

01:00:59.280 --> 01:01:00.789 align:start position:0%
that direction i mean how can we take
social<01:00:59.599><c> media</c><01:01:00.000><c> and</c>

01:01:00.789 --> 01:01:00.799 align:start position:0%
social media and
 

01:01:00.799 --> 01:01:03.910 align:start position:0%
social media and
visualize<01:01:01.440><c> it</c><01:01:02.240><c> um</c><01:01:03.280><c> and</c><01:01:03.440><c> then</c><01:01:03.599><c> the</c><01:01:03.680><c> second</c>

01:01:03.910 --> 01:01:03.920 align:start position:0%
visualize it um and then the second
 

01:01:03.920 --> 01:01:04.549 align:start position:0%
visualize it um and then the second
question<01:01:04.240><c> about</c>

01:01:04.549 --> 01:01:04.559 align:start position:0%
question about
 

01:01:04.559 --> 01:01:07.430 align:start position:0%
question about
the<01:01:04.720><c> field</c><01:01:05.040><c> in</c><01:01:05.119><c> general</c><01:01:06.880><c> it's</c><01:01:07.119><c> interesting</c>

01:01:07.430 --> 01:01:07.440 align:start position:0%
the field in general it's interesting
 

01:01:07.440 --> 01:01:09.030 align:start position:0%
the field in general it's interesting
the<01:01:07.760><c> big</c><01:01:08.000><c> thing</c><01:01:08.160><c> that</c><01:01:08.319><c> everybody's</c><01:01:08.720><c> talking</c>

01:01:09.030 --> 01:01:09.040 align:start position:0%
the big thing that everybody's talking
 

01:01:09.040 --> 01:01:10.390 align:start position:0%
the big thing that everybody's talking
about<01:01:09.280><c> you</c><01:01:09.359><c> may</c><01:01:09.520><c> have</c><01:01:09.599><c> heard</c><01:01:09.920><c> is</c><01:01:10.079><c> uh</c>

01:01:10.390 --> 01:01:10.400 align:start position:0%
about you may have heard is uh
 

01:01:10.400 --> 01:01:14.230 align:start position:0%
about you may have heard is uh
robotics<01:01:10.880><c> 2.0</c><01:01:12.400><c> so</c><01:01:13.040><c> the</c><01:01:13.200><c> analogy</c><01:01:13.680><c> here</c><01:01:13.839><c> is</c><01:01:14.000><c> that</c>

01:01:14.230 --> 01:01:14.240 align:start position:0%
robotics 2.0 so the analogy here is that
 

01:01:14.240 --> 01:01:14.870 align:start position:0%
robotics 2.0 so the analogy here is that
just<01:01:14.480><c> as</c>

01:01:14.870 --> 01:01:14.880 align:start position:0%
just as
 

01:01:14.880 --> 01:01:18.069 align:start position:0%
just as
web<01:01:15.440><c> 1.0</c><01:01:16.799><c> was</c><01:01:17.520><c> about</c>

01:01:18.069 --> 01:01:18.079 align:start position:0%
web 1.0 was about
 

01:01:18.079 --> 01:01:20.230 align:start position:0%
web 1.0 was about
a<01:01:18.160><c> one-way</c><01:01:18.640><c> flow</c><01:01:18.880><c> of</c><01:01:19.040><c> information</c><01:01:19.680><c> read-only</c>

01:01:20.230 --> 01:01:20.240 align:start position:0%
a one-way flow of information read-only
 

01:01:20.240 --> 01:01:21.270 align:start position:0%
a one-way flow of information read-only
information

01:01:21.270 --> 01:01:21.280 align:start position:0%
information
 

01:01:21.280 --> 01:01:23.589 align:start position:0%
information
web<01:01:21.599><c> 2.0</c><01:01:22.079><c> is</c><01:01:22.160><c> when</c><01:01:22.319><c> it</c><01:01:22.400><c> suddenly</c><01:01:22.799><c> became</c><01:01:23.440><c> a</c>

01:01:23.589 --> 01:01:23.599 align:start position:0%
web 2.0 is when it suddenly became a
 

01:01:23.599 --> 01:01:24.789 align:start position:0%
web 2.0 is when it suddenly became a
two-way<01:01:23.920><c> dialogue</c><01:01:24.480><c> people</c><01:01:24.720><c> are</c>

01:01:24.789 --> 01:01:24.799 align:start position:0%
two-way dialogue people are
 

01:01:24.799 --> 01:01:25.750 align:start position:0%
two-way dialogue people are
participating

01:01:25.750 --> 01:01:25.760 align:start position:0%
participating
 

01:01:25.760 --> 01:01:27.750 align:start position:0%
participating
so<01:01:25.920><c> when</c><01:01:26.079><c> you</c><01:01:26.160><c> come</c><01:01:26.319><c> to</c><01:01:26.400><c> a</c><01:01:26.480><c> website</c><01:01:27.200><c> you</c><01:01:27.359><c> expect</c>

01:01:27.750 --> 01:01:27.760 align:start position:0%
so when you come to a website you expect
 

01:01:27.760 --> 01:01:29.270 align:start position:0%
so when you come to a website you expect
to<01:01:27.839><c> be</c><01:01:28.000><c> able</c><01:01:28.160><c> to</c><01:01:28.559><c> provide</c>

01:01:29.270 --> 01:01:29.280 align:start position:0%
to be able to provide
 

01:01:29.280 --> 01:01:32.309 align:start position:0%
to be able to provide
feedback<01:01:29.839><c> or</c><01:01:30.079><c> contributions</c><01:01:30.880><c> to</c><01:01:31.119><c> it</c><01:01:31.599><c> and</c><01:01:31.760><c> so</c>

01:01:32.309 --> 01:01:32.319 align:start position:0%
feedback or contributions to it and so
 

01:01:32.319 --> 01:01:33.910 align:start position:0%
feedback or contributions to it and so
you<01:01:32.400><c> know</c><01:01:32.559><c> there's</c><01:01:33.040><c> comment</c><01:01:33.359><c> lists</c><01:01:33.680><c> and</c><01:01:33.839><c> all</c>

01:01:33.910 --> 01:01:33.920 align:start position:0%
you know there's comment lists and all
 

01:01:33.920 --> 01:01:35.349 align:start position:0%
you know there's comment lists and all
kinds<01:01:34.160><c> of</c><01:01:34.240><c> things</c><01:01:34.480><c> like</c><01:01:34.559><c> that</c><01:01:34.799><c> collaborative</c>

01:01:35.349 --> 01:01:35.359 align:start position:0%
kinds of things like that collaborative
 

01:01:35.359 --> 01:01:36.829 align:start position:0%
kinds of things like that collaborative
filtering

01:01:36.829 --> 01:01:36.839 align:start position:0%
filtering
 

01:01:36.839 --> 01:01:39.430 align:start position:0%
filtering
um<01:01:38.160><c> and</c><01:01:38.640><c> there's</c><01:01:39.040><c> something</c><01:01:39.359><c> that's</c>

01:01:39.430 --> 01:01:39.440 align:start position:0%
um and there's something that's
 

01:01:39.440 --> 01:01:40.710 align:start position:0%
um and there's something that's
happening<01:01:39.760><c> in</c><01:01:39.839><c> robotics</c><01:01:40.319><c> right</c><01:01:40.480><c> now</c><01:01:40.559><c> that</c>

01:01:40.710 --> 01:01:40.720 align:start position:0%
happening in robotics right now that
 

01:01:40.720 --> 01:01:41.430 align:start position:0%
happening in robotics right now that
we're<01:01:40.799><c> just</c><01:01:40.960><c> starting</c>

01:01:41.430 --> 01:01:41.440 align:start position:0%
we're just starting
 

01:01:41.440 --> 01:01:43.670 align:start position:0%
we're just starting
just<01:01:41.680><c> labeling</c><01:01:42.079><c> for</c><01:01:42.160><c> robotics</c><01:01:42.640><c> 2.0</c><01:01:43.520><c> and</c>

01:01:43.670 --> 01:01:43.680 align:start position:0%
just labeling for robotics 2.0 and
 

01:01:43.680 --> 01:01:44.950 align:start position:0%
just labeling for robotics 2.0 and
there's<01:01:43.920><c> a</c><01:01:44.160><c> number</c><01:01:44.400><c> of</c><01:01:44.480><c> people</c><01:01:44.720><c> i'm</c><01:01:44.799><c> sure</c>

01:01:44.950 --> 01:01:44.960 align:start position:0%
there's a number of people i'm sure
 

01:01:44.960 --> 01:01:46.390 align:start position:0%
there's a number of people i'm sure
you're<01:01:45.119><c> interviewing</c><01:01:45.599><c> on</c><01:01:45.680><c> camera</c><01:01:46.079><c> christian</c>

01:01:46.390 --> 01:01:46.400 align:start position:0%
you're interviewing on camera christian
 

01:01:46.400 --> 01:01:47.430 align:start position:0%
you're interviewing on camera christian
said<01:01:46.559><c> i'm</c><01:01:46.720><c> involved</c>

01:01:47.430 --> 01:01:47.440 align:start position:0%
said i'm involved
 

01:01:47.440 --> 01:01:48.870 align:start position:0%
said i'm involved
but<01:01:47.680><c> the</c><01:01:47.839><c> white</c><01:01:48.079><c> house</c><01:01:48.319><c> is</c><01:01:48.480><c> going</c><01:01:48.559><c> to</c><01:01:48.640><c> make</c><01:01:48.799><c> an</c>

01:01:48.870 --> 01:01:48.880 align:start position:0%
but the white house is going to make an
 

01:01:48.880 --> 01:01:50.870 align:start position:0%
but the white house is going to make an
announcement<01:01:49.839><c> in</c>

01:01:50.870 --> 01:01:50.880 align:start position:0%
announcement in
 

01:01:50.880 --> 01:01:53.430 align:start position:0%
announcement in
sometime<01:01:51.280><c> in</c><01:01:51.359><c> the</c><01:01:51.440><c> next</c><01:01:51.599><c> month</c><01:01:51.920><c> or</c><01:01:52.000><c> two</c><01:01:52.799><c> um</c>

01:01:53.430 --> 01:01:53.440 align:start position:0%
sometime in the next month or two um
 

01:01:53.440 --> 01:01:55.029 align:start position:0%
sometime in the next month or two um
about<01:01:53.839><c> this</c><01:01:54.079><c> white</c><01:01:54.319><c> paper</c><01:01:54.640><c> that</c><01:01:54.720><c> we've</c><01:01:54.880><c> been</c>

01:01:55.029 --> 01:01:55.039 align:start position:0%
about this white paper that we've been
 

01:01:55.039 --> 01:01:55.910 align:start position:0%
about this white paper that we've been
working<01:01:55.280><c> on</c>

01:01:55.910 --> 01:01:55.920 align:start position:0%
working on
 

01:01:55.920 --> 01:01:58.470 align:start position:0%
working on
and<01:01:56.079><c> the</c><01:01:56.160><c> idea</c><01:01:56.400><c> is</c><01:01:56.480><c> that</c><01:01:56.799><c> robotics</c><01:01:57.280><c> 2.0</c><01:01:57.839><c> is</c>

01:01:58.470 --> 01:01:58.480 align:start position:0%
and the idea is that robotics 2.0 is
 

01:01:58.480 --> 01:01:59.910 align:start position:0%
and the idea is that robotics 2.0 is
robotics<01:01:59.039><c> 1.0</c>

01:01:59.910 --> 01:01:59.920 align:start position:0%
robotics 1.0
 

01:01:59.920 --> 01:02:03.190 align:start position:0%
robotics 1.0
which<01:02:00.160><c> is</c><01:02:00.319><c> up</c><01:02:00.480><c> the</c><01:02:00.640><c> first</c><01:02:00.880><c> 50</c><01:02:01.200><c> years</c><01:02:01.839><c> is</c><01:02:02.000><c> really</c>

01:02:03.190 --> 01:02:03.200 align:start position:0%
which is up the first 50 years is really
 

01:02:03.200 --> 01:02:06.950 align:start position:0%
which is up the first 50 years is really
robots<01:02:03.680><c> replacing</c><01:02:04.160><c> humans</c><01:02:05.520><c> and</c><01:02:05.760><c> robotics</c><01:02:06.319><c> 2.0</c>

01:02:06.950 --> 01:02:06.960 align:start position:0%
robots replacing humans and robotics 2.0
 

01:02:06.960 --> 01:02:08.630 align:start position:0%
robots replacing humans and robotics 2.0
is<01:02:07.039><c> about</c><01:02:07.200><c> robots</c><01:02:07.599><c> cooperating</c>

01:02:08.630 --> 01:02:08.640 align:start position:0%
is about robots cooperating
 

01:02:08.640 --> 01:02:11.750 align:start position:0%
is about robots cooperating
collaborating<01:02:09.200><c> with</c><01:02:09.359><c> humans</c><01:02:10.240><c> so</c><01:02:11.280><c> the</c><01:02:11.440><c> idea</c>

01:02:11.750 --> 01:02:11.760 align:start position:0%
collaborating with humans so the idea
 

01:02:11.760 --> 01:02:13.510 align:start position:0%
collaborating with humans so the idea
being<01:02:11.920><c> that</c><01:02:12.160><c> we're</c><01:02:12.720><c> put</c><01:02:12.960><c> it's</c><01:02:13.119><c> much</c><01:02:13.359><c> more</c>

01:02:13.510 --> 01:02:13.520 align:start position:0%
being that we're put it's much more
 

01:02:13.520 --> 01:02:15.109 align:start position:0%
being that we're put it's much more
human-centric<01:02:14.240><c> we're</c><01:02:14.559><c> realizing</c><01:02:14.960><c> that</c><01:02:15.039><c> the</c>

01:02:15.109 --> 01:02:15.119 align:start position:0%
human-centric we're realizing that the
 

01:02:15.119 --> 01:02:17.430 align:start position:0%
human-centric we're realizing that the
human<01:02:15.440><c> is</c><01:02:15.520><c> very</c><01:02:15.680><c> much</c><01:02:15.839><c> a</c><01:02:16.000><c> part</c><01:02:16.240><c> of</c><01:02:16.319><c> the</c><01:02:16.559><c> system</c>

01:02:17.430 --> 01:02:17.440 align:start position:0%
human is very much a part of the system
 

01:02:17.440 --> 01:02:19.029 align:start position:0%
human is very much a part of the system
so<01:02:17.680><c> robots</c><01:02:18.160><c> have</c><01:02:18.240><c> to</c><01:02:18.319><c> be</c><01:02:18.480><c> designed</c><01:02:18.880><c> very</c>

01:02:19.029 --> 01:02:19.039 align:start position:0%
so robots have to be designed very
 

01:02:19.039 --> 01:02:20.789 align:start position:0%
so robots have to be designed very
differently<01:02:19.599><c> than</c><01:02:20.160><c> you</c><01:02:20.240><c> know</c><01:02:20.400><c> when</c><01:02:20.559><c> they're</c>

01:02:20.789 --> 01:02:20.799 align:start position:0%
differently than you know when they're
 

01:02:20.799 --> 01:02:22.309 align:start position:0%
differently than you know when they're
working<01:02:21.119><c> autonomously</c>

01:02:22.309 --> 01:02:22.319 align:start position:0%
working autonomously
 

01:02:22.319 --> 01:02:24.309 align:start position:0%
working autonomously
you<01:02:22.480><c> have</c><01:02:22.559><c> to</c><01:02:22.640><c> be</c><01:02:22.720><c> sensitive</c><01:02:23.520><c> to</c><01:02:23.839><c> people's</c>

01:02:24.309 --> 01:02:24.319 align:start position:0%
you have to be sensitive to people's
 

01:02:24.319 --> 01:02:25.430 align:start position:0%
you have to be sensitive to people's
presence<01:02:24.799><c> they</c><01:02:24.880><c> have</c><01:02:25.039><c> to</c><01:02:25.119><c> be</c>

01:02:25.430 --> 01:02:25.440 align:start position:0%
presence they have to be
 

01:02:25.440 --> 01:02:28.309 align:start position:0%
presence they have to be
safe<01:02:26.559><c> i</c><01:02:26.720><c> think</c><01:02:26.960><c> because</c><01:02:27.119><c> i</c><01:02:27.359><c> was</c><01:02:27.520><c> directing</c><01:02:27.920><c> the</c>

01:02:28.309 --> 01:02:28.319 align:start position:0%
safe i think because i was directing the
 

01:02:28.319 --> 01:02:29.430 align:start position:0%
safe i think because i was directing the
center<01:02:28.480><c> for</c><01:02:28.640><c> the</c><01:02:28.720><c> media</c><01:02:29.039><c> here</c>

01:02:29.430 --> 01:02:29.440 align:start position:0%
center for the media here
 

01:02:29.440 --> 01:02:31.109 align:start position:0%
center for the media here
yeah<01:02:29.760><c> so</c><01:02:29.920><c> this</c><01:02:30.079><c> whole</c><01:02:30.240><c> thing</c><01:02:30.480><c> about</c><01:02:30.640><c> what</c><01:02:30.880><c> is</c><01:02:30.960><c> a</c>

01:02:31.109 --> 01:02:31.119 align:start position:0%
yeah so this whole thing about what is a
 

01:02:31.119 --> 01:02:32.710 align:start position:0%
yeah so this whole thing about what is a
medium<01:02:32.000><c> yeah</c><01:02:32.319><c> has</c>

01:02:32.710 --> 01:02:32.720 align:start position:0%
medium yeah has
 

01:02:32.720 --> 01:02:35.829 align:start position:0%
medium yeah has
been<01:02:32.880><c> a</c><01:02:32.960><c> fascinating</c><01:02:33.599><c> question</c><01:02:34.720><c> so</c><01:02:35.200><c> i</c><01:02:35.440><c> agree</c><01:02:35.760><c> i</c>

01:02:35.829 --> 01:02:35.839 align:start position:0%
been a fascinating question so i agree i
 

01:02:35.839 --> 01:02:37.270 align:start position:0%
been a fascinating question so i agree i
think<01:02:36.000><c> robots</c><01:02:36.400><c> are</c><01:02:36.559><c> media</c>

01:02:37.270 --> 01:02:37.280 align:start position:0%
think robots are media
 

01:02:37.280 --> 01:02:40.309 align:start position:0%
think robots are media
absolutely<01:02:38.880><c> um</c><01:02:39.200><c> thanks</c><01:02:39.440><c> you</c><01:02:39.599><c> guys</c>

01:02:40.309 --> 01:02:40.319 align:start position:0%
absolutely um thanks you guys
 

01:02:40.319 --> 01:02:42.789 align:start position:0%
absolutely um thanks you guys
thank<01:02:40.559><c> you</c><01:02:41.039><c> for</c><01:02:41.200><c> just</c><01:02:41.599><c> fun</c><01:02:42.079><c> time</c><01:02:42.319><c> for</c><01:02:42.480><c> this</c>

01:02:42.789 --> 01:02:42.799 align:start position:0%
thank you for just fun time for this
 

01:02:42.799 --> 01:02:45.039 align:start position:0%
thank you for just fun time for this
absolutely