WEBVTT Kind: captions Language: en 00:00:11.840 --> 00:00:13.749 align:start position:0% hello<00:00:12.080> everybody<00:00:12.639> I'm<00:00:12.759> Alexi<00:00:13.160> ker<00:00:13.639> the 00:00:13.749 --> 00:00:13.759 align:start position:0% hello everybody I'm Alexi ker the 00:00:13.759 --> 00:00:16.550 align:start position:0% hello everybody I'm Alexi ker the founder<00:00:14.120> and<00:00:14.360> organizer<00:00:14.960> of<00:00:15.160> Bay<00:00:15.400> Area<00:00:15.719> AI 00:00:16.550 --> 00:00:16.560 align:start position:0% founder and organizer of Bay Area AI 00:00:16.560 --> 00:00:18.349 align:start position:0% founder and organizer of Bay Area AI which<00:00:16.680> is<00:00:16.920> the<00:00:17.080> longest<00:00:17.439> running<00:00:17.960> deepest 00:00:18.349 --> 00:00:18.359 align:start position:0% which is the longest running deepest 00:00:18.359 --> 00:00:21.349 align:start position:0% which is the longest running deepest technical<00:00:18.960> biggest<00:00:19.520> a<00:00:20.000> up<00:00:20.240> in<00:00:20.359> the<00:00:20.519> world 00:00:21.349 --> 00:00:21.359 align:start position:0% technical biggest a up in the world 00:00:21.359 --> 00:00:23.630 align:start position:0% technical biggest a up in the world running<00:00:21.720> in<00:00:21.880> Bay<00:00:22.160> Area<00:00:22.519> since 00:00:23.630 --> 00:00:23.640 align:start position:0% running in Bay Area since 00:00:23.640 --> 00:00:27.710 align:start position:0% running in Bay Area since 2015<00:00:24.640> and<00:00:25.080> tonight<00:00:25.720> we're<00:00:25.920> on<00:00:26.119> location<00:00:26.480> at<00:00:26.880> WS 00:00:27.710 --> 00:00:27.720 align:start position:0% 2015 and tonight we're on location at WS 00:00:27.720 --> 00:00:31.390 align:start position:0% 2015 and tonight we're on location at WS J<00:00:28.279> Loft<00:00:29.199> and<00:00:29.359> we<00:00:29.560> have<00:00:30.160> an<00:00:30.320> amazing<00:00:30.679> event<00:00:31.039> full 00:00:31.390 --> 00:00:31.400 align:start position:0% J Loft and we have an amazing event full 00:00:31.400 --> 00:00:34.549 align:start position:0% J Loft and we have an amazing event full stack<00:00:31.759> open<00:00:31.960> source<00:00:32.239> AI<00:00:33.040> from<00:00:33.280> chips<00:00:33.600> to<00:00:33.800> apps 00:00:34.549 --> 00:00:34.559 align:start position:0% stack open source AI from chips to apps 00:00:34.559 --> 00:00:38.590 align:start position:0% stack open source AI from chips to apps and<00:00:35.280> with<00:00:35.440> us<00:00:35.640> we<00:00:35.800> have<00:00:36.079> Charles<00:00:36.840> fry<00:00:37.840> who<00:00:38.160> is 00:00:38.590 --> 00:00:38.600 align:start position:0% and with us we have Charles fry who is 00:00:38.600 --> 00:00:42.029 align:start position:0% and with us we have Charles fry who is uh<00:00:38.840> the<00:00:39.320> guy<00:00:39.600> model<00:00:40.399> yep<00:00:41.160> and<00:00:41.320> I<00:00:41.440> must<00:00:41.680> say<00:00:41.879> that 00:00:42.029 --> 00:00:42.039 align:start position:0% uh the guy model yep and I must say that 00:00:42.039 --> 00:00:44.950 align:start position:0% uh the guy model yep and I must say that full<00:00:42.320> step<00:00:42.600> comes<00:00:43.480> in<00:00:43.960> no<00:00:44.239> small<00:00:44.520> part<00:00:44.760> from 00:00:44.950 --> 00:00:44.960 align:start position:0% full step comes in no small part from 00:00:44.960 --> 00:00:47.549 align:start position:0% full step comes in no small part from Full<00:00:45.280> step<00:00:45.600> D<00:00:46.000> learning<00:00:46.640> which<00:00:47.079> Charles 00:00:47.549 --> 00:00:47.559 align:start position:0% Full step D learning which Charles 00:00:47.559 --> 00:00:51.750 align:start position:0% Full step D learning which Charles founded<00:00:48.079> and<00:00:48.199> ran<00:00:48.800> successfully<00:00:50.079> also<00:00:51.079> uh<00:00:51.640> we 00:00:51.750 --> 00:00:51.760 align:start position:0% founded and ran successfully also uh we 00:00:51.760 --> 00:00:53.630 align:start position:0% founded and ran successfully also uh we did<00:00:51.960> that<00:00:52.079> as<00:00:52.199> a<00:00:52.359> part<00:00:52.559> of<00:00:52.960> uh<00:00:53.079> scale<00:00:53.399> by<00:00:53.559> the 00:00:53.630 --> 00:00:53.640 align:start position:0% did that as a part of uh scale by the 00:00:53.640 --> 00:00:56.750 align:start position:0% did that as a part of uh scale by the bay<00:00:53.800> conference<00:00:54.160> which<00:00:54.359> run<00:00:54.640> here<00:00:55.039> yearly<00:00:56.039> and 00:00:56.750 --> 00:00:56.760 align:start position:0% bay conference which run here yearly and 00:00:56.760 --> 00:01:00.229 align:start position:0% bay conference which run here yearly and uh<00:00:57.559> I<00:00:57.680> must<00:00:58.120> just<00:00:58.359> jump<00:00:58.640> in<00:00:58.879> because<00:00:59.480> you<00:01:00.000> spoke 00:01:00.229 --> 00:01:00.239 align:start position:0% uh I must just jump in because you spoke 00:01:00.239 --> 00:01:04.310 align:start position:0% uh I must just jump in because you spoke at<00:01:00.760> um<00:01:01.640> uh<00:01:01.800> scale<00:01:02.120> by<00:01:02.559> last<00:01:02.800> year<00:01:03.680> and<00:01:04.000> you<00:01:04.159> came 00:01:04.310 --> 00:01:04.320 align:start position:0% at um uh scale by last year and you came 00:01:04.320 --> 00:01:06.630 align:start position:0% at um uh scale by last year and you came up<00:01:04.400> with<00:01:04.479> this<00:01:04.559> notion<00:01:04.839> of<00:01:05.040> lmos<00:01:06.040> yeah<00:01:06.320> which 00:01:06.630 --> 00:01:06.640 align:start position:0% up with this notion of lmos yeah which 00:01:06.640 --> 00:01:09.109 align:start position:0% up with this notion of lmos yeah which seemed<00:01:07.040> extremely<00:01:07.520> prophetic<00:01:08.159> then<00:01:08.759> and<00:01:08.960> like 00:01:09.109 --> 00:01:09.119 align:start position:0% seemed extremely prophetic then and like 00:01:09.119 --> 00:01:10.510 align:start position:0% seemed extremely prophetic then and like people<00:01:09.320> are<00:01:09.439> coming<00:01:09.720> around<00:01:09.920> with<00:01:10.080> this<00:01:10.240> idea 00:01:10.510 --> 00:01:10.520 align:start position:0% people are coming around with this idea 00:01:10.520 --> 00:01:13.910 align:start position:0% people are coming around with this idea now<00:01:10.720> so<00:01:11.119> can<00:01:11.280> you<00:01:11.920> tell<00:01:12.159> us<00:01:12.680> you<00:01:12.799> know<00:01:13.600> how<00:01:13.799> do 00:01:13.910 --> 00:01:13.920 align:start position:0% now so can you tell us you know how do 00:01:13.920 --> 00:01:17.710 align:start position:0% now so can you tell us you know how do you<00:01:14.080> see<00:01:14.520> lmos<00:01:15.439> evolve<00:01:15.880> and<00:01:16.680> yeah<00:01:17.280> um<00:01:17.520> yeah<00:01:17.640> I 00:01:17.710 --> 00:01:17.720 align:start position:0% you see lmos evolve and yeah um yeah I 00:01:17.720 --> 00:01:20.069 align:start position:0% you see lmos evolve and yeah um yeah I think<00:01:17.960> yeah<00:01:18.080> the<00:01:18.159> original<00:01:18.600> idea<00:01:19.200> I<00:01:19.320> think<00:01:19.560> the 00:01:20.069 --> 00:01:20.079 align:start position:0% think yeah the original idea I think the 00:01:20.079 --> 00:01:22.310 align:start position:0% think yeah the original idea I think the terminology<00:01:20.960> is<00:01:21.119> maybe<00:01:21.360> Andre<00:01:21.720> Kathy's 00:01:22.310 --> 00:01:22.320 align:start position:0% terminology is maybe Andre Kathy's 00:01:22.320 --> 00:01:24.350 align:start position:0% terminology is maybe Andre Kathy's originally<00:01:22.920> but<00:01:23.320> the<00:01:23.479> like<00:01:23.600> core<00:01:23.799> idea<00:01:24.119> is 00:01:24.350 --> 00:01:24.360 align:start position:0% originally but the like core idea is 00:01:24.360 --> 00:01:27.069 align:start position:0% originally but the like core idea is that<00:01:24.960> the<00:01:25.200> operating<00:01:25.720> system<00:01:26.119> is<00:01:26.360> like<00:01:26.799> uh 00:01:27.069 --> 00:01:27.079 align:start position:0% that the operating system is like uh 00:01:27.079 --> 00:01:28.990 align:start position:0% that the operating system is like uh wraps<00:01:27.520> the<00:01:27.680> hardware<00:01:28.280> and<00:01:28.439> makes<00:01:28.640> it<00:01:28.759> more 00:01:28.990 --> 00:01:29.000 align:start position:0% wraps the hardware and makes it more 00:01:29.000 --> 00:01:30.749 align:start position:0% wraps the hardware and makes it more approachable<00:01:29.439> for<00:01:29.600> humans 00:01:30.749 --> 00:01:30.759 align:start position:0% approachable for humans 00:01:30.759 --> 00:01:32.910 align:start position:0% approachable for humans uh<00:01:31.400> and<00:01:31.600> like<00:01:32.000> like<00:01:32.119> Hardware<00:01:32.560> is<00:01:32.759> like 00:01:32.910 --> 00:01:32.920 align:start position:0% uh and like like Hardware is like 00:01:32.920 --> 00:01:35.749 align:start position:0% uh and like like Hardware is like completely<00:01:33.360> asynchronous<00:01:34.360> and<00:01:35.360> you<00:01:35.479> know 00:01:35.749 --> 00:01:35.759 align:start position:0% completely asynchronous and you know 00:01:35.759 --> 00:01:38.149 align:start position:0% completely asynchronous and you know like<00:01:36.040> programming<00:01:36.880> drivers<00:01:37.280> is<00:01:37.399> so<00:01:37.560> much<00:01:37.680> more 00:01:38.149 --> 00:01:38.159 align:start position:0% like programming drivers is so much more 00:01:38.159 --> 00:01:40.190 align:start position:0% like programming drivers is so much more difficult<00:01:38.399> even<00:01:38.680> than<00:01:39.360> like<00:01:39.560> low-level 00:01:40.190 --> 00:01:40.200 align:start position:0% difficult even than like low-level 00:01:40.200 --> 00:01:42.230 align:start position:0% difficult even than like low-level operating<00:01:40.640> system<00:01:41.240> other<00:01:41.479> like<00:01:41.600> lowlevel 00:01:42.230 --> 00:01:42.240 align:start position:0% operating system other like lowlevel 00:01:42.240 --> 00:01:44.230 align:start position:0% operating system other like lowlevel systems<00:01:42.640> programming<00:01:43.560> and<00:01:43.680> so<00:01:43.840> the<00:01:43.920> operating 00:01:44.230 --> 00:01:44.240 align:start position:0% systems programming and so the operating 00:01:44.240 --> 00:01:45.670 align:start position:0% systems programming and so the operating system<00:01:44.479> just<00:01:44.600> like<00:01:44.719> takes<00:01:44.920> all<00:01:45.159> that<00:01:45.520> and 00:01:45.670 --> 00:01:45.680 align:start position:0% system just like takes all that and 00:01:45.680 --> 00:01:48.030 align:start position:0% system just like takes all that and makes<00:01:45.920> it<00:01:46.320> like<00:01:46.680> makes<00:01:46.880> it<00:01:47.040> approachable<00:01:47.840> to 00:01:48.030 --> 00:01:48.040 align:start position:0% makes it like makes it approachable to 00:01:48.040 --> 00:01:51.030 align:start position:0% makes it like makes it approachable to humans<00:01:48.439> and<00:01:48.600> and<00:01:48.759> encapsulates<00:01:49.479> it<00:01:50.280> and<00:01:50.680> I<00:01:50.759> see 00:01:51.030 --> 00:01:51.040 align:start position:0% humans and and encapsulates it and I see 00:01:51.040 --> 00:01:52.709 align:start position:0% humans and and encapsulates it and I see like<00:01:51.200> there's<00:01:51.360> like<00:01:51.439> a<00:01:51.560> similar<00:01:51.960> opportunity 00:01:52.709 --> 00:01:52.719 align:start position:0% like there's like a similar opportunity 00:01:52.719 --> 00:01:55.830 align:start position:0% like there's like a similar opportunity with<00:01:53.719> like<00:01:54.240> more<00:01:54.600> intelligent<00:01:55.439> machines 00:01:55.830 --> 00:01:55.840 align:start position:0% with like more intelligent machines 00:01:55.840 --> 00:01:57.830 align:start position:0% with like more intelligent machines machines<00:01:56.159> that<00:01:56.320> have<00:01:56.600> more<00:01:57.079> semantic 00:01:57.830 --> 00:01:57.840 align:start position:0% machines that have more semantic 00:01:57.840 --> 00:02:00.069 align:start position:0% machines that have more semantic understanding<00:01:58.320> to<00:01:58.479> put<00:01:58.640> like<00:01:58.799> another<00:01:59.159> rapper 00:02:00.069 --> 00:02:00.079 align:start position:0% understanding to put like another rapper 00:02:00.079 --> 00:02:02.550 align:start position:0% understanding to put like another rapper around<00:02:01.079> uh<00:02:01.280> now<00:02:01.560> now<00:02:01.799> around<00:02:02.119> the<00:02:02.320> like 00:02:02.550 --> 00:02:02.560 align:start position:0% around uh now now around the like 00:02:02.560 --> 00:02:04.389 align:start position:0% around uh now now around the like machine<00:02:03.000> language<00:02:03.479> that<00:02:03.600> we<00:02:03.759> invented<00:02:04.280> that 00:02:04.389 --> 00:02:04.399 align:start position:0% machine language that we invented that 00:02:04.399 --> 00:02:06.029 align:start position:0% machine language that we invented that was<00:02:04.600> like<00:02:04.759> our<00:02:05.039> original<00:02:05.479> bridge<00:02:05.799> between 00:02:06.029 --> 00:02:06.039 align:start position:0% was like our original bridge between 00:02:06.039 --> 00:02:09.070 align:start position:0% was like our original bridge between humans<00:02:06.320> and<00:02:06.600> machines<00:02:07.600> um<00:02:07.880> and<00:02:08.000> I<00:02:08.119> think<00:02:08.920> like 00:02:09.070 --> 00:02:09.080 align:start position:0% humans and machines um and I think like 00:02:09.080 --> 00:02:10.550 align:start position:0% humans and machines um and I think like there's<00:02:09.239> a<00:02:09.360> couple<00:02:09.560> of<00:02:09.679> like<00:02:09.800> cluster<00:02:10.119> related 00:02:10.550 --> 00:02:10.560 align:start position:0% there's a couple of like cluster related 00:02:10.560 --> 00:02:13.309 align:start position:0% there's a couple of like cluster related ideas<00:02:11.200> like<00:02:11.680> natural<00:02:12.080> user<00:02:12.440> interfaces<00:02:13.200> which 00:02:13.309 --> 00:02:13.319 align:start position:0% ideas like natural user interfaces which 00:02:13.319 --> 00:02:14.830 align:start position:0% ideas like natural user interfaces which has<00:02:13.440> been<00:02:13.560> around<00:02:13.760> for<00:02:13.879> a<00:02:14.040> long<00:02:14.280> time<00:02:14.519> but<00:02:14.680> got 00:02:14.830 --> 00:02:14.840 align:start position:0% has been around for a long time but got 00:02:14.840 --> 00:02:16.790 align:start position:0% has been around for a long time but got picked<00:02:15.040> up<00:02:15.280> again<00:02:15.879> by<00:02:16.040> people<00:02:16.239> like<00:02:16.400> Sam 00:02:16.790 --> 00:02:16.800 align:start position:0% picked up again by people like Sam 00:02:16.800 --> 00:02:19.229 align:start position:0% picked up again by people like Sam Whitmore<00:02:17.200> and<00:02:17.319> Jason<00:02:17.680> Yen<00:02:18.680> um<00:02:18.800> and<00:02:18.920> I<00:02:19.000> think 00:02:19.229 --> 00:02:19.239 align:start position:0% Whitmore and Jason Yen um and I think 00:02:19.239 --> 00:02:22.110 align:start position:0% Whitmore and Jason Yen um and I think like<00:02:19.920> to<00:02:20.200> to<00:02:20.319> an<00:02:20.480> extent<00:02:20.920> part<00:02:21.080> of<00:02:21.480> that<00:02:21.959> the 00:02:22.110 --> 00:02:22.120 align:start position:0% like to to an extent part of that the 00:02:22.120 --> 00:02:24.430 align:start position:0% like to to an extent part of that the excitement<00:02:22.480> around<00:02:22.760> that<00:02:22.959> was<00:02:23.200> with<00:02:23.440> this<00:02:23.720> big 00:02:24.430 --> 00:02:24.440 align:start position:0% excitement around that was with this big 00:02:24.440 --> 00:02:26.630 align:start position:0% excitement around that was with this big release<00:02:24.920> of<00:02:25.319> super<00:02:25.720> capable<00:02:26.120> Foundation 00:02:26.630 --> 00:02:26.640 align:start position:0% release of super capable Foundation 00:02:26.640 --> 00:02:29.910 align:start position:0% release of super capable Foundation models<00:02:27.120> and<00:02:27.519> like<00:02:27.879> a<00:02:28.040> bunch<00:02:28.280> of<00:02:29.080> like<00:02:29.280> kind<00:02:29.400> of 00:02:29.910 --> 00:02:29.920 align:start position:0% models and like a bunch of like kind of 00:02:29.920 --> 00:02:31.350 align:start position:0% models and like a bunch of like kind of en<00:02:30.000> visioning<00:02:30.480> what<00:02:30.680> the<00:02:30.879> future<00:02:31.200> of 00:02:31.350 --> 00:02:31.360 align:start position:0% en visioning what the future of 00:02:31.360 --> 00:02:33.750 align:start position:0% en visioning what the future of computing<00:02:31.760> looks<00:02:32.080> like<00:02:32.480> I<00:02:32.640> think<00:02:33.000> you<00:02:33.160> know 00:02:33.750 --> 00:02:33.760 align:start position:0% computing looks like I think you know 00:02:33.760 --> 00:02:36.430 align:start position:0% computing looks like I think you know that<00:02:34.360> it's<00:02:35.319> the<00:02:35.480> devil's<00:02:35.720> in<00:02:35.840> the<00:02:35.959> details<00:02:36.280> of 00:02:36.430 --> 00:02:36.440 align:start position:0% that it's the devil's in the details of 00:02:36.440 --> 00:02:37.670 align:start position:0% that it's the devil's in the details of making<00:02:36.680> something<00:02:37.000> like<00:02:37.160> that<00:02:37.319> work<00:02:37.519> has 00:02:37.670 --> 00:02:37.680 align:start position:0% making something like that work has 00:02:37.680 --> 00:02:40.030 align:start position:0% making something like that work has turned<00:02:38.239> out<00:02:38.480> to<00:02:38.640> be<00:02:38.920> you<00:02:39.080> know<00:02:39.599> a<00:02:39.680> little<00:02:39.879> bit 00:02:40.030 --> 00:02:40.040 align:start position:0% turned out to be you know a little bit 00:02:40.040 --> 00:02:41.710 align:start position:0% turned out to be you know a little bit harder<00:02:40.360> than<00:02:40.560> just<00:02:40.760> like<00:02:41.040> combining<00:02:41.440> a<00:02:41.519> couple 00:02:41.710 --> 00:02:41.720 align:start position:0% harder than just like combining a couple 00:02:41.720 --> 00:02:43.949 align:start position:0% harder than just like combining a couple of<00:02:41.840> Lang<00:02:42.080> chain<00:02:42.400> programs<00:02:42.959> together<00:02:43.599> um<00:02:43.800> and 00:02:43.949 --> 00:02:43.959 align:start position:0% of Lang chain programs together um and 00:02:43.959 --> 00:02:45.670 align:start position:0% of Lang chain programs together um and so<00:02:44.560> like<00:02:44.720> while<00:02:44.879> I<00:02:45.000> still<00:02:45.120> have<00:02:45.280> that<00:02:45.400> as<00:02:45.560> like 00:02:45.670 --> 00:02:45.680 align:start position:0% so like while I still have that as like 00:02:45.680 --> 00:02:47.309 align:start position:0% so like while I still have that as like my<00:02:45.959> big<00:02:46.159> long-term<00:02:46.640> vision<00:02:46.840> of<00:02:46.959> where<00:02:47.080> we're 00:02:47.309 --> 00:02:47.319 align:start position:0% my big long-term vision of where we're 00:02:47.319 --> 00:02:50.630 align:start position:0% my big long-term vision of where we're going<00:02:47.599> as<00:02:47.680> a<00:02:47.840> field<00:02:48.159> of<00:02:48.360> making<00:02:49.000> more<00:02:49.440> human<00:02:50.440> uh 00:02:50.630 --> 00:02:50.640 align:start position:0% going as a field of making more human uh 00:02:50.640 --> 00:02:53.149 align:start position:0% going as a field of making more human uh machines<00:02:51.640> it's<00:02:51.959> uh<00:02:52.120> it's<00:02:52.239> sort<00:02:52.440> of<00:02:52.640> like 00:02:53.149 --> 00:02:53.159 align:start position:0% machines it's uh it's sort of like 00:02:53.159 --> 00:02:55.190 align:start position:0% machines it's uh it's sort of like receded<00:02:53.720> into<00:02:53.959> the<00:02:54.080> Horizon<00:02:54.480> is<00:02:54.680> like<00:02:54.920> here's 00:02:55.190 --> 00:02:55.200 align:start position:0% receded into the Horizon is like here's 00:02:55.200 --> 00:02:57.630 align:start position:0% receded into the Horizon is like here's where<00:02:55.319> we're<00:02:55.720> going<00:02:56.720> um<00:02:57.040> here's<00:02:57.280> where<00:02:57.480> we 00:02:57.630 --> 00:02:57.640 align:start position:0% where we're going um here's where we 00:02:57.640 --> 00:03:00.229 align:start position:0% where we're going um here's where we hope<00:02:57.800> to<00:02:57.920> be<00:02:58.120> in<00:02:58.239> 10<00:02:58.519> years<00:02:59.120> yeah<00:02:59.840> interesting 00:03:00.229 --> 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so Eric Meer started this Lang 00:03:07.640 --> 00:03:09.990 align:start position:0% and so Eric Meer started this Lang universales<00:03:08.239> and<00:03:08.360> he<00:03:08.480> talks<00:03:08.680> about<00:03:08.959> AI<00:03:09.680> native 00:03:09.990 --> 00:03:10.000 align:start position:0% universales and he talks about AI native 00:03:10.000 --> 00:03:12.070 align:start position:0% universales and he talks about AI native programming<00:03:10.400> languages<00:03:11.120> where<00:03:11.319> LM<00:03:11.840> is<00:03:11.959> the 00:03:12.070 --> 00:03:12.080 align:start position:0% programming languages where LM is the 00:03:12.080 --> 00:03:14.229 align:start position:0% programming languages where LM is the runtime<00:03:12.959> of<00:03:13.120> these<00:03:13.319> languages<00:03:13.840> right<00:03:13.959> and<00:03:14.080> so 00:03:14.229 --> 00:03:14.239 align:start position:0% runtime of these languages right and so 00:03:14.239 --> 00:03:17.550 align:start position:0% runtime of these languages right and so recently<00:03:14.599> I<00:03:14.680> came<00:03:14.840> across<00:03:15.760> uh<00:03:16.319> start<00:03:16.720> up<00:03:17.319> uh<00:03:17.480> I 00:03:17.550 --> 00:03:17.560 align:start position:0% recently I came across uh start up uh I 00:03:17.560 --> 00:03:19.630 align:start position:0% recently I came across uh start up uh I think<00:03:17.840> they<00:03:18.319> autogen<00:03:18.879> people<00:03:19.200> and<00:03:19.319> they<00:03:19.440> talk 00:03:19.630 --> 00:03:19.640 align:start position:0% think they autogen people and they talk 00:03:19.640 --> 00:03:22.270 align:start position:0% think they autogen people and they talk about<00:03:19.840> agent<00:03:20.480> OS<00:03:21.480> right<00:03:21.720> so<00:03:21.959> what<00:03:22.080> do<00:03:22.200> you 00:03:22.270 --> 00:03:22.280 align:start position:0% about agent OS right so what do you 00:03:22.280 --> 00:03:23.710 align:start position:0% about agent OS right so what do you think<00:03:22.440> are<00:03:22.599> going<00:03:22.720> to<00:03:22.840> be<00:03:23.000> the<00:03:23.159> elements<00:03:23.560> of 00:03:23.710 --> 00:03:23.720 align:start position:0% think are going to be the elements of 00:03:23.720 --> 00:03:26.030 align:start position:0% think are going to be the elements of this<00:03:24.200> like<00:03:24.319> for<00:03:24.400> instance<00:03:24.680> are<00:03:25.040> agents<00:03:25.920> the 00:03:26.030 --> 00:03:26.040 align:start position:0% this like for instance are agents the 00:03:26.040 --> 00:03:28.910 align:start position:0% this like for instance are agents the elements<00:03:26.440> of<00:03:26.840> this<00:03:27.840> like<00:03:28.040> what<00:03:28.159> do<00:03:28.280> you<00:03:28.400> see<00:03:28.680> is 00:03:28.910 --> 00:03:28.920 align:start position:0% elements of this like what do you see is 00:03:28.920 --> 00:03:30.509 align:start position:0% elements of this like what do you see is like<00:03:29.159> units 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them yeah I 00:03:37.159 --> 00:03:38.470 align:start position:0% bottom I don't even see them yeah I think<00:03:37.480> I<00:03:37.560> think<00:03:37.760> a<00:03:37.840> lot<00:03:37.959> of<00:03:38.040> that<00:03:38.159> is<00:03:38.280> going<00:03:38.360> to 00:03:38.470 --> 00:03:38.480 align:start position:0% think I think a lot of that is going to 00:03:38.480 --> 00:03:41.750 align:start position:0% think I think a lot of that is going to have<00:03:38.599> to<00:03:39.159> recede<00:03:40.159> uh<00:03:40.360> I<00:03:40.480> think<00:03:41.239> there's<00:03:41.640> kind 00:03:41.750 --> 00:03:41.760 align:start position:0% have to recede uh I think there's kind 00:03:41.760 --> 00:03:43.869 align:start position:0% have to recede uh I think there's kind of<00:03:41.920> two<00:03:42.200> parts<00:03:42.640> one<00:03:42.840> is<00:03:43.000> that<00:03:43.200> some<00:03:43.480> stuff<00:03:43.720> is 00:03:43.869 --> 00:03:43.879 align:start position:0% of two parts one is that some stuff is 00:03:43.879 --> 00:03:45.830 align:start position:0% of two parts one is that some stuff is going<00:03:43.959> to<00:03:44.120> be 00:03:45.830 --> 00:03:45.840 align:start position:0% going to be 00:03:45.840 --> 00:03:48.830 align:start position:0% going to be super<00:03:46.840> it's<00:03:47.000> like<00:03:47.239> less<00:03:47.560> time<00:03:47.920> sensitive<00:03:48.680> it's 00:03:48.830 --> 00:03:48.840 align:start position:0% super it's like less time sensitive it's 00:03:48.840 --> 00:03:50.830 align:start position:0% super it's like less time sensitive it's maybe<00:03:49.239> more<00:03:49.519> beneficial<00:03:50.000> to<00:03:50.159> have<00:03:50.360> a<00:03:50.480> lot<00:03:50.640> more 00:03:50.830 --> 00:03:50.840 align:start position:0% maybe more beneficial to have a lot more 00:03:50.840 --> 00:03:53.190 align:start position:0% maybe more beneficial to have a lot more int<00:03:51.239> it's<00:03:51.400> like<00:03:52.120> adding<00:03:52.400> more<00:03:52.640> intelligence 00:03:53.190 --> 00:03:53.200 align:start position:0% int it's like adding more intelligence 00:03:53.200 --> 00:03:56.030 align:start position:0% int it's like adding more intelligence makes<00:03:53.400> it<00:03:53.599> better<00:03:54.599> uh<00:03:54.720> like<00:03:54.920> without<00:03:55.239> bound 00:03:56.030 --> 00:03:56.040 align:start position:0% makes it better uh like without bound 00:03:56.040 --> 00:03:57.670 align:start position:0% makes it better uh like without bound and<00:03:56.200> those<00:03:56.400> kinds<00:03:56.560> of<00:03:56.680> workloads<00:03:57.159> will<00:03:57.360> move 00:03:57.670 --> 00:03:57.680 align:start position:0% and those kinds of workloads will move 00:03:57.680 --> 00:03:59.869 align:start position:0% and those kinds of workloads will move will<00:03:57.879> like<00:03:58.360> remain<00:03:58.720> in<00:03:58.920> cloud<00:03:59.200> data<00:03:59.400> centers 00:03:59.869 --> 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that's<00:04:13.280> actually<00:04:13.640> probably<00:04:13.920> where<00:04:14.200> a<00:04:14.319> lot<00:04:14.599> of 00:04:14.910 --> 00:04:14.920 align:start position:0% that's actually probably where a lot of 00:04:14.920 --> 00:04:17.710 align:start position:0% that's actually probably where a lot of this<00:04:15.599> like<00:04:16.239> humanizing<00:04:17.239> uh<00:04:17.359> machine 00:04:17.710 --> 00:04:17.720 align:start position:0% this like humanizing uh machine 00:04:17.720 --> 00:04:19.430 align:start position:0% this like humanizing uh machine interfaces<00:04:18.239> is<00:04:18.400> going<00:04:18.519> to<00:04:18.680> happen<00:04:19.160> which<00:04:19.280> will 00:04:19.430 --> 00:04:19.440 align:start position:0% interfaces is going to happen which will 00:04:19.440 --> 00:04:21.550 align:start position:0% interfaces is going to happen which will just<00:04:19.560> be<00:04:19.799> like<00:04:19.919> purely<00:04:20.239> local<00:04:20.680> and<00:04:20.799> I<00:04:20.919> think 00:04:21.550 --> 00:04:21.560 align:start position:0% just be like purely local and I think 00:04:21.560 --> 00:04:24.629 align:start position:0% just be like purely local and I think like<00:04:22.040> apple<00:04:22.320> is<00:04:22.479> already<00:04:22.800> Dem<00:04:23.360> already<00:04:24.360> like 00:04:24.629 --> 00:04:24.639 align:start position:0% like apple is already Dem already like 00:04:24.639 --> 00:04:26.790 align:start position:0% like apple is already Dem already like accidentally<00:04:25.199> stumbled<00:04:25.680> upon<00:04:26.360> the<00:04:26.520> right 00:04:26.790 --> 00:04:26.800 align:start position:0% accidentally stumbled upon the right 00:04:26.800 --> 00:04:29.550 align:start position:0% accidentally stumbled upon the right formula<00:04:27.240> like<00:04:27.400> high<00:04:27.520> bandwidth<00:04:28.320> memory<00:04:29.320> um 00:04:29.550 --> 00:04:29.560 align:start position:0% formula like high bandwidth memory um 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position:0% main processor to get like very like buttery<00:04:38.199> smooth<00:04:39.080> experience<00:04:39.680> Nvidia<00:04:40.199> seems 00:04:40.390 --> 00:04:40.400 align:start position:0% buttery smooth experience Nvidia seems 00:04:40.400 --> 00:04:41.990 align:start position:0% buttery smooth experience Nvidia seems to<00:04:40.520> be<00:04:40.639> going<00:04:40.840> in<00:04:40.960> a<00:04:41.039> similar<00:04:41.400> Direction<00:04:41.800> with 00:04:41.990 --> 00:04:42.000 align:start position:0% to be going in a similar Direction with 00:04:42.000 --> 00:04:44.230 align:start position:0% to be going in a similar Direction with digits<00:04:42.560> and<00:04:42.720> their<00:04:43.039> like<00:04:43.560> other<00:04:43.840> sort<00:04:44.039> of<00:04:44.120> like 00:04:44.230 --> 00:04:44.240 align:start position:0% digits and their like other sort of like 00:04:44.240 --> 00:04:48.430 align:start position:0% digits and their like other sort of like Jetson<00:04:45.199> platform<00:04:46.199> uh<00:04:46.440> and<00:04:46.759> like<00:04:47.199> Orin<00:04:48.199> uh 00:04:48.430 --> 00:04:48.440 align:start position:0% Jetson platform uh and like Orin uh 00:04:48.440 --> 00:04:50.590 align:start position:0% Jetson platform uh and like Orin uh platform<00:04:49.000> stuff<00:04:49.639> uh<00:04:49.759> and<00:04:49.840> so<00:04:50.080> I<00:04:50.160> would<00:04:50.320> see 00:04:50.590 --> 00:04:50.600 align:start position:0% platform stuff uh and so I would see 00:04:50.600 --> 00:04:52.150 align:start position:0% platform stuff uh and so I would see like<00:04:50.720> a<00:04:50.840> lot<00:04:50.960> of<00:04:51.080> that<00:04:51.240> actually<00:04:51.479> ending<00:04:51.800> up 00:04:52.150 --> 00:04:52.160 align:start position:0% like a lot of that actually ending up 00:04:52.160 --> 00:04:54.270 align:start position:0% like a lot of that actually ending up ending<00:04:52.400> up<00:04:52.680> local<00:04:53.240> like<00:04:53.360> it's<00:04:53.759> it's<00:04:53.960> just<00:04:54.120> a 00:04:54.270 --> 00:04:54.280 align:start position:0% ending up local like it's it's just a 00:04:54.280 --> 00:04:57.270 align:start position:0% ending up local like it's it's just a thing<00:04:54.479> that<00:04:54.680> computers<00:04:55.199> do<00:04:56.199> and<00:04:56.600> like<00:04:56.759> we<00:04:57.000> keep 00:04:57.270 --> 00:04:57.280 align:start position:0% thing that computers do and like we keep 00:04:57.280 --> 00:04:59.110 align:start position:0% thing that computers do and like we keep getting<00:04:57.720> the<00:04:57.960> that<00:04:58.080> the<00:04:58.199> like<00:04:58.440> power<00:04:58.759> of<00:04:58.960> those 00:04:59.110 --> 00:04:59.120 align:start position:0% getting the that the like power of those 00:04:59.120 --> 00:05:01.469 align:start position:0% getting the that the like power of those things<00:04:59.320> keeps<00:04:59.759> getting<00:05:00.600> greater<00:05:01.120> the<00:05:01.280> our 00:05:01.469 --> 00:05:01.479 align:start position:0% things keeps getting greater the our 00:05:01.479 --> 00:05:03.070 align:start position:0% things keeps getting greater the our ability<00:05:01.800> to<00:05:01.960> squeeze<00:05:02.360> intelligence<00:05:02.840> into 00:05:03.070 --> 00:05:03.080 align:start position:0% ability to squeeze intelligence into 00:05:03.080 --> 00:05:05.310 align:start position:0% ability to squeeze intelligence into smaller<00:05:03.400> and<00:05:03.600> smaller<00:05:04.000> modules<00:05:04.520> so<00:05:04.960> neural 00:05:05.310 --> 00:05:05.320 align:start position:0% smaller and smaller modules so neural 00:05:05.320 --> 00:05:07.110 align:start position:0% smaller and smaller modules so neural networks<00:05:05.639> with<00:05:05.759> fewer<00:05:06.080> parameters<00:05:06.639> or<00:05:06.880> with 00:05:07.110 --> 00:05:07.120 align:start position:0% networks with fewer parameters or with 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align:start position:0% at at the edge um or like at the at the users<00:05:16.199> compute<00:05:17.199> so<00:05:17.919> I<00:05:17.960> mean<00:05:18.120> that<00:05:18.240> sounds 00:05:18.510 --> 00:05:18.520 align:start position:0% users compute so I mean that sounds 00:05:18.520 --> 00:05:20.629 align:start position:0% users compute so I mean that sounds great<00:05:18.720> and<00:05:18.880> like<00:05:19.080> it<00:05:19.560> already<00:05:19.960> kind<00:05:20.080> of<00:05:20.440> gives 00:05:20.629 --> 00:05:20.639 align:start position:0% great and like it already kind of gives 00:05:20.639 --> 00:05:22.950 align:start position:0% great and like it already kind of gives us<00:05:20.800> a<00:05:20.919> lot<00:05:21.080> of<00:05:21.199> details<00:05:22.080> you<00:05:22.160> know<00:05:22.360> from<00:05:22.840> you 00:05:22.950 --> 00:05:22.960 align:start position:0% us a lot of details you know from you 00:05:22.960 --> 00:05:26.150 align:start position:0% us a lot of details you know from you know<00:05:23.680> sub<00:05:23.960> nuts<00:05:24.199> like<00:05:24.319> you<00:05:24.440> talk<00:05:24.680> about<00:05:25.199> gpus 00:05:26.150 --> 00:05:26.160 align:start position:0% know sub nuts like you talk about gpus 00:05:26.160 --> 00:05:27.870 align:start position:0% know sub nuts like you talk about gpus and<00:05:26.360> local<00:05:26.720> compute<00:05:27.280> right<00:05:27.440> and<00:05:27.560> then<00:05:27.639> we<00:05:27.800> go 00:05:27.870 --> 00:05:27.880 align:start position:0% and local compute right and then we go 00:05:27.880 --> 00:05:29.749 align:start position:0% and local compute right and then we go all<00:05:28.000> the<00:05:28.080> way<00:05:28.199> to<00:05:28.400> OS<00:05:28.840> so<00:05:28.960> I'm<00:05:29.120> really<00:05:29.319> curious 00:05:29.749 --> 00:05:29.759 align:start position:0% all the way to OS so I'm really curious 00:05:29.759 --> 00:05:32.230 align:start position:0% all the way to OS so I'm really curious about<00:05:30.160> your<00:05:30.440> personal<00:05:31.400> uh<00:05:31.600> path<00:05:31.800> in<00:05:32.000> this 00:05:32.230 --> 00:05:32.240 align:start position:0% about your personal uh path in this 00:05:32.240 --> 00:05:34.550 align:start position:0% about your personal uh path in this because<00:05:32.840> you<00:05:32.960> know<00:05:33.240> with<00:05:33.680> like<00:05:34.000> you<00:05:34.160> you<00:05:34.280> did 00:05:34.550 --> 00:05:34.560 align:start position:0% because you know with like you you did 00:05:34.560 --> 00:05:37.029 align:start position:0% because you know with like you you did the<00:05:34.800> PD<00:05:35.319> berlay<00:05:35.680> and<00:05:36.000> you<00:05:36.120> did<00:05:36.360> the<00:05:36.800> Deep 00:05:37.029 --> 00:05:37.039 align:start position:0% the PD berlay and you did the Deep 00:05:37.039 --> 00:05:38.590 align:start position:0% the PD berlay and you did the Deep learning<00:05:37.440> which<00:05:37.600> was<00:05:37.720> a<00:05:37.840> high<00:05:38.000> level<00:05:38.240> concept 00:05:38.590 --> 00:05:38.600 align:start position:0% learning which was a high level concept 00:05:38.600 --> 00:05:40.350 align:start position:0% learning which was a high level concept and<00:05:38.720> now<00:05:39.120> basically<00:05:39.639> and<00:05:39.759> you<00:05:39.919> talk<00:05:40.120> about 00:05:40.350 --> 00:05:40.360 align:start position:0% and now basically and you talk about 00:05:40.360 --> 00:05:42.790 align:start position:0% and now basically and you talk about this<00:05:40.759> ground<00:05:41.039> vision<00:05:41.360> of<00:05:41.560> LMS<00:05:42.319> and<00:05:42.479> then<00:05:42.639> you 00:05:42.790 --> 00:05:42.800 align:start position:0% this ground vision of LMS and then you 00:05:42.800 --> 00:05:45.110 align:start position:0% this ground vision of LMS and then you end<00:05:42.960> up<00:05:43.120> with<00:05:43.280> model<00:05:43.720> which<00:05:43.840> is<00:05:44.360> really<00:05:44.840> close 00:05:45.110 --> 00:05:45.120 align:start position:0% end up with model which is really close 00:05:45.120 --> 00:05:47.230 align:start position:0% end up with model which is really close to<00:05:45.240> the<00:05:45.400> metal<00:05:46.000> yeah<00:05:46.280> right<00:05:46.600> and<00:05:46.759> and<00:05:46.880> so<00:05:47.120> but 00:05:47.230 --> 00:05:47.240 align:start position:0% to the metal yeah right and and so but 00:05:47.240 --> 00:05:49.830 align:start position:0% to the metal yeah right and and so but then<00:05:47.400> you<00:05:47.880> obstruct<00:05:48.880> uh<00:05:49.000> the<00:05:49.160> metal<00:05:49.479> for<00:05:49.720> the 00:05:49.830 --> 00:05:49.840 align:start position:0% then you obstruct uh the metal for the 00:05:49.840 --> 00:05:51.790 align:start position:0% then you obstruct uh the metal for the developer<00:05:50.319> so<00:05:50.479> can<00:05:50.560> you<00:05:50.720> tell<00:05:50.880> me<00:05:51.160> like<00:05:51.560> about 00:05:51.790 --> 00:05:51.800 align:start position:0% developer so can you tell me like about 00:05:51.800 --> 00:05:53.749 align:start position:0% developer so can you tell me like about your<00:05:51.960> personal<00:05:52.240> Journey<00:05:52.919> like<00:05:53.120> why<00:05:53.280> is<00:05:53.440> this<00:05:53.600> a 00:05:53.749 --> 00:05:53.759 align:start position:0% your personal Journey like why is this a 00:05:53.759 --> 00:05:56.550 align:start position:0% your personal Journey like why is this a sweet<00:05:54.120> spot<00:05:54.400> for<00:05:54.600> you<00:05:55.280> what<00:05:55.520> makes<00:05:55.720> it<00:05:55.880> fun 00:05:56.550 --> 00:05:56.560 align:start position:0% sweet spot for you what makes it fun 00:05:56.560 --> 00:05:58.189 align:start position:0% sweet spot for you what makes it fun yeah<00:05:56.800> yeah<00:05:57.000> there's<00:05:57.160> a<00:05:57.440> there's<00:05:57.639> like<00:05:57.919> a<00:05:58.039> lot 00:05:58.189 --> 00:05:58.199 align:start position:0% yeah yeah there's a there's like a lot 00:05:58.199 --> 00:06:00.189 align:start position:0% yeah yeah there's a there's like a lot of<00:05:58.319> things<00:05:58.479> that<00:05:58.639> make<00:05:58.759> it<00:05:58.919> fun<00:05:59.240> I<00:05:59.319> think<00:05:59.960> the 00:06:00.189 --> 00:06:00.199 align:start position:0% of things that make it fun I think the 00:06:00.199 --> 00:06:01.590 align:start position:0% of things that make it fun I think the you<00:06:00.319> mentioned<00:06:00.639> full<00:06:00.840> stack<00:06:01.080> deep<00:06:01.280> learning<00:06:01.520> a 00:06:01.590 --> 00:06:01.600 align:start position:0% you mentioned full stack deep learning a 00:06:01.600 --> 00:06:03.550 align:start position:0% you mentioned full stack deep learning a couple<00:06:01.800> of<00:06:02.000> times<00:06:02.400> like<00:06:03.080> kind<00:06:03.160> of<00:06:03.319> what 00:06:03.550 --> 00:06:03.560 align:start position:0% couple of times like kind of what 00:06:03.560 --> 00:06:05.430 align:start position:0% couple of times like kind of what happened<00:06:04.000> is<00:06:04.240> I<00:06:04.319> was<00:06:04.520> teaching<00:06:04.919> that<00:06:05.160> class 00:06:05.430 --> 00:06:05.440 align:start position:0% happened is I was teaching that class 00:06:05.440 --> 00:06:07.430 align:start position:0% happened is I was teaching that class that<00:06:05.600> was<00:06:05.759> like<00:06:05.919> mlops<00:06:06.680> and<00:06:06.880> like<00:06:07.039> deploying 00:06:07.430 --> 00:06:07.440 align:start position:0% that was like mlops and like deploying 00:06:07.440 --> 00:06:10.350 align:start position:0% that was like mlops and like deploying an<00:06:07.599> operationalizing<00:06:08.400> machine<00:06:09.039> learning<00:06:10.039> um 00:06:10.350 --> 00:06:10.360 align:start position:0% an operationalizing machine learning um 00:06:10.360 --> 00:06:11.550 align:start position:0% an operationalizing machine learning um after<00:06:10.680> you<00:06:10.759> know<00:06:10.919> working<00:06:11.160> on<00:06:11.319> that<00:06:11.440> at 00:06:11.550 --> 00:06:11.560 align:start position:0% after you know working on that at 00:06:11.560 --> 00:06:14.189 align:start position:0% after you know working on that at weights<00:06:11.759> and<00:06:11.880> biases<00:06:12.280> for<00:06:12.440> a<00:06:12.520> couple<00:06:12.880> years<00:06:13.880> uh 00:06:14.189 --> 00:06:14.199 align:start position:0% weights and biases for a couple years uh 00:06:14.199 --> 00:06:17.350 align:start position:0% weights and biases for a couple years uh and<00:06:14.960> teaching<00:06:15.240> people<00:06:15.440> that<00:06:15.680> class<00:06:16.280> and<00:06:17.199> like 00:06:17.350 --> 00:06:17.360 align:start position:0% and teaching people that class and like 00:06:17.360 --> 00:06:19.029 align:start position:0% and teaching people that class and like I<00:06:17.479> had<00:06:17.680> like<00:06:17.800> a<00:06:17.919> pretty<00:06:18.199> sad<00:06:18.479> story<00:06:18.720> to<00:06:18.840> tell 00:06:19.029 --> 00:06:19.039 align:start position:0% I had like a pretty sad story to tell 00:06:19.039 --> 00:06:20.510 align:start position:0% I had like a pretty sad story to tell them<00:06:19.160> when<00:06:19.280> it<00:06:19.360> came<00:06:19.520> to<00:06:19.680> deployment<00:06:20.199> it<00:06:20.280> was 00:06:20.510 --> 00:06:20.520 align:start position:0% them when it came to deployment it was 00:06:20.520 --> 00:06:23.670 align:start position:0% them when it came to deployment it was like<00:06:21.160> well<00:06:22.080> with<00:06:22.280> computer<00:06:22.599> vision<00:06:22.919> models 00:06:23.670 --> 00:06:23.680 align:start position:0% like well with computer vision models 00:06:23.680 --> 00:06:25.350 align:start position:0% like well with computer vision models that<00:06:23.840> do<00:06:24.160> classification<00:06:24.840> you<00:06:24.960> can<00:06:25.080> squeeze 00:06:25.350 --> 00:06:25.360 align:start position:0% that do classification you can squeeze 00:06:25.360 --> 00:06:27.189 align:start position:0% that do classification you can squeeze them<00:06:25.520> down<00:06:25.720> small<00:06:25.960> enough<00:06:26.120> to<00:06:26.280> fit<00:06:26.840> to<00:06:27.039> like 00:06:27.189 --> 00:06:27.199 align:start position:0% them down small enough to fit to like 00:06:27.199 --> 00:06:29.029 align:start position:0% them down small enough to fit to like run<00:06:27.440> fast<00:06:27.680> on<00:06:27.759> a<00:06:27.880> CPU<00:06:28.319> so<00:06:28.520> then<00:06:28.680> just<00:06:28.800> put<00:06:28.919> them 00:06:29.029 --> 00:06:29.039 align:start position:0% run fast on a CPU so then just put them 00:06:29.039 --> 00:06:33.029 align:start position:0% run fast on a CPU so then just put them in<00:06:29.160> a<00:06:29.759> Lambda<00:06:30.759> an<00:06:30.880> aw<00:06:31.440> like<00:06:31.720> on<00:06:31.880> AWS<00:06:32.639> like<00:06:32.800> run 00:06:33.029 --> 00:06:33.039 align:start position:0% in a Lambda an aw like on AWS like run 00:06:33.039 --> 00:06:35.670 align:start position:0% in a Lambda an aw like on AWS like run them<00:06:33.440> serously<00:06:34.120> on<00:06:34.199> a<00:06:34.440> CPU<00:06:35.440> like 00:06:35.670 --> 00:06:35.680 align:start position:0% them serously on a CPU like 00:06:35.680 --> 00:06:37.390 align:start position:0% them serously on a CPU like unfortunately<00:06:36.280> there<00:06:36.400> are<00:06:36.560> no<00:06:36.960> options<00:06:37.240> with 00:06:37.390 --> 00:06:37.400 align:start position:0% unfortunately there are no options with 00:06:37.400 --> 00:06:39.350 align:start position:0% unfortunately there are no options with serverless<00:06:37.880> gpus<00:06:38.720> and<00:06:38.840> that's<00:06:39.000> what<00:06:39.160> that<00:06:39.240> was 00:06:39.350 --> 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align:start position:0% somebody working on this and so I found 00:06:47.120 --> 00:06:50.309 align:start position:0% somebody working on this and so I found banana<00:06:47.759> replicate<00:06:48.479> modal<00:06:49.360> um<00:06:49.599> tried<00:06:49.840> out<00:06:50.039> any 00:06:50.309 --> 00:06:50.319 align:start position:0% banana replicate modal um tried out any 00:06:50.319 --> 00:06:52.070 align:start position:0% banana replicate modal um tried out any scale<00:06:50.720> lightning<00:06:51.080> AI<00:06:51.400> a<00:06:51.479> bunch<00:06:51.639> of<00:06:51.759> these<00:06:51.919> sort 00:06:52.070 --> 00:06:52.080 align:start position:0% scale lightning AI a bunch of these sort 00:06:52.080 --> 00:06:55.309 align:start position:0% scale lightning AI a bunch of these sort of<00:06:52.240> like<00:06:52.759> newer<00:06:53.560> like<00:06:53.880> Cloud<00:06:54.199> providers<00:06:54.720> or<00:06:55.039> or 00:06:55.309 --> 00:06:55.319 align:start position:0% of like newer like Cloud providers or or 00:06:55.319 --> 00:06:57.950 align:start position:0% of like newer like Cloud providers or or like<00:06:55.599> Cloud<00:06:56.280> abstractions<00:06:57.280> um<00:06:57.400> with<00:06:57.520> a<00:06:57.639> focus 00:06:57.950 --> 00:06:57.960 align:start position:0% like Cloud abstractions um with a focus 00:06:57.960 --> 00:07:00.749 align:start position:0% like Cloud abstractions um with a focus on<00:06:58.240> GPU<00:06:59.039> and<00:06:59.560> gpus<00:07:00.000> and<00:07:00.160> data<00:07:00.400> intensive 00:07:00.749 --> 00:07:00.759 align:start position:0% on GPU and gpus and data intensive 00:07:00.759 --> 00:07:02.629 align:start position:0% on GPU and gpus and data intensive workloads<00:07:01.440> and<00:07:01.560> modal<00:07:01.879> was<00:07:02.039> the<00:07:02.120> one<00:07:02.319> that<00:07:02.479> I 00:07:02.629 --> 00:07:02.639 align:start position:0% workloads and modal was the one that I 00:07:02.639 --> 00:07:04.230 align:start position:0% workloads and modal was the one that I like<00:07:02.800> enjoyed<00:07:03.199> using<00:07:03.479> the<00:07:03.599> most<00:07:03.919> and<00:07:04.039> that<00:07:04.120> I 00:07:04.230 --> 00:07:04.240 align:start position:0% like enjoyed using the most and that I 00:07:04.240 --> 00:07:06.589 align:start position:0% like enjoyed using the most and that I kept<00:07:04.440> coming<00:07:04.759> back<00:07:04.919> to<00:07:05.800> um<00:07:05.960> and<00:07:06.120> that<00:07:06.400> most 00:07:06.589 --> 00:07:06.599 align:start position:0% kept coming back to um and that most 00:07:06.599 --> 00:07:09.469 align:start position:0% kept coming back to um and that most importantly<00:07:07.080> like<00:07:07.319> extended<00:07:08.120> my<00:07:08.639> like<00:07:09.160> vision 00:07:09.469 --> 00:07:09.479 align:start position:0% importantly like extended my like vision 00:07:09.479 --> 00:07:11.110 align:start position:0% importantly like extended my like vision of<00:07:09.639> what<00:07:09.759> was<00:07:10.000> possible<00:07:10.280> with<00:07:10.440> computers<00:07:10.960> or 00:07:11.110 --> 00:07:11.120 align:start position:0% of what was possible with computers or 00:07:11.120 --> 00:07:13.749 align:start position:0% of what was possible with computers or sort<00:07:11.319> of<00:07:11.479> like<00:07:11.879> extended<00:07:12.360> my<00:07:12.599> Powers<00:07:13.479> um<00:07:13.680> it 00:07:13.749 --> 00:07:13.759 align:start position:0% sort of like extended my Powers um it 00:07:13.759 --> 00:07:15.830 align:start position:0% sort of like extended my Powers um it was<00:07:13.919> like<00:07:14.120> oh<00:07:14.280> wow<00:07:14.599> I<00:07:14.639> can<00:07:14.800> turn<00:07:15.120> this<00:07:15.599> I<00:07:15.680> don't 00:07:15.830 --> 00:07:15.840 align:start position:0% was like oh wow I can turn this I don't 00:07:15.840 --> 00:07:17.029 align:start position:0% was like oh wow I can turn this I don't just<00:07:15.960> have<00:07:16.039> to<00:07:16.160> like<00:07:16.280> run<00:07:16.440> this<00:07:16.520> into<00:07:16.720> jupyter 00:07:17.029 --> 00:07:17.039 align:start position:0% just have to like run this into jupyter 00:07:17.039 --> 00:07:19.309 align:start position:0% just have to like run this into jupyter notebook<00:07:17.440> or<00:07:17.599> run<00:07:17.800> this<00:07:18.000> locally<00:07:18.960> like<00:07:19.120> it's 00:07:19.309 --> 00:07:19.319 align:start position:0% notebook or run this locally like it's 00:07:19.319 --> 00:07:20.710 align:start position:0% notebook or run this locally like it's actually<00:07:19.599> so<00:07:19.800> easy<00:07:20.039> to<00:07:20.160> turn<00:07:20.360> this<00:07:20.440> into<00:07:20.599> a 00:07:20.710 --> 00:07:20.720 align:start position:0% actually so easy to turn this into a 00:07:20.720 --> 00:07:22.670 align:start position:0% actually so easy to turn this into a service<00:07:21.000> I<00:07:21.080> can<00:07:21.199> just<00:07:21.400> do<00:07:21.560> it<00:07:21.800> right<00:07:21.960> away<00:07:22.280> like 00:07:22.670 --> 00:07:22.680 align:start position:0% service I can just do it right away like 00:07:22.680 --> 00:07:24.390 align:start position:0% service I can just do it right away like oh<00:07:22.879> I<00:07:22.960> should<00:07:23.080> be<00:07:23.199> doing<00:07:23.400> this<00:07:23.599> all<00:07:23.759> the<00:07:23.919> time 00:07:24.390 --> 00:07:24.400 align:start position:0% oh I should be doing this all the time 00:07:24.400 --> 00:07:26.469 align:start position:0% oh I should be doing this all the time like<00:07:24.759> I<00:07:24.840> should<00:07:25.039> be<00:07:25.199> making<00:07:25.639> tiny<00:07:25.919> little<00:07:26.199> apps 00:07:26.469 --> 00:07:26.479 align:start position:0% like I should be making tiny little apps 00:07:26.479 --> 00:07:28.749 align:start position:0% like I should be making tiny little apps to<00:07:26.599> solve<00:07:26.879> all<00:07:27.039> kinds<00:07:27.240> of<00:07:27.440> problems<00:07:28.120> not<00:07:28.440> even 00:07:28.749 --> 00:07:28.759 align:start position:0% to solve all kinds of problems not even 00:07:28.759 --> 00:07:30.909 align:start position:0% to solve all kinds of problems not even just<00:07:29.120> one<00:07:29.639> that<00:07:29.800> have<00:07:30.120> big<00:07:30.280> neural<00:07:30.599> networks 00:07:30.909 --> 00:07:30.919 align:start position:0% just one that have big neural networks 00:07:30.919 --> 00:07:32.510 align:start position:0% just one that have big neural networks in<00:07:31.039> them<00:07:31.240> but<00:07:31.400> just<00:07:31.599> like<00:07:32.000> yeah<00:07:32.160> I<00:07:32.199> have<00:07:32.319> like<00:07:32.400> a 00:07:32.510 --> 00:07:32.520 align:start position:0% in them but just like yeah I have like a 00:07:32.520 --> 00:07:34.350 align:start position:0% in them but just like yeah I have like a little<00:07:32.759> yoga<00:07:33.080> tracking<00:07:33.520> app<00:07:33.800> that<00:07:33.879> I<00:07:34.000> made<00:07:34.160> in 00:07:34.350 --> 00:07:34.360 align:start position:0% little yoga tracking app that I made in 00:07:34.360 --> 00:07:36.710 align:start position:0% little yoga tracking app that I made in about<00:07:34.639> 10<00:07:34.840> minutes<00:07:35.440> using<00:07:35.759> Claude<00:07:36.400> and<00:07:36.479> then 00:07:36.710 --> 00:07:36.720 align:start position:0% about 10 minutes using Claude and then 00:07:36.720 --> 00:07:38.869 align:start position:0% about 10 minutes using Claude and then deployed<00:07:37.080> on<00:07:37.199> motal<00:07:37.560> and<00:07:37.680> now<00:07:37.840> I<00:07:38.000> like<00:07:38.360> track 00:07:38.869 --> 00:07:38.879 align:start position:0% deployed on motal and now I like track 00:07:38.879 --> 00:07:40.189 align:start position:0% deployed on motal and now I like track whether<00:07:39.120> I'm<00:07:39.240> keeping<00:07:39.520> up<00:07:39.680> with<00:07:39.840> my<00:07:40.039> like 00:07:40.189 --> 00:07:40.199 align:start position:0% whether I'm keeping up with my like 00:07:40.199 --> 00:07:43.869 align:start position:0% whether I'm keeping up with my like personal<00:07:40.560> yoga<00:07:40.919> goals<00:07:41.800> and<00:07:42.400> that<00:07:42.560> was<00:07:43.240> like 00:07:43.869 --> 00:07:43.879 align:start position:0% personal yoga goals and that was like 00:07:43.879 --> 00:07:46.869 align:start position:0% personal yoga goals and that was like you<00:07:44.000> know<00:07:44.400> that<00:07:45.280> the<00:07:45.520> like<00:07:45.840> Cloud<00:07:46.319> magic<00:07:46.639> of 00:07:46.869 --> 00:07:46.879 align:start position:0% you know that the like Cloud magic of 00:07:46.879 --> 00:07:49.350 align:start position:0% you know that the like Cloud magic of like<00:07:47.240> easy<00:07:47.639> deployment<00:07:48.479> plus<00:07:48.720> the<00:07:48.879> like<00:07:49.080> magic 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telling people they should 00:07:57.879 --> 00:07:59.909 align:start position:0% over again telling people they should use<00:07:58.039> it<00:07:58.199> and<00:07:58.280> then<00:07:58.440> eventually<00:07:58.800> joining<00:07:59.800> um 00:07:59.909 --> 00:07:59.919 align:start position:0% use it and then eventually joining um 00:07:59.919 --> 00:08:01.309 align:start position:0% use it and then eventually joining um and<00:08:00.039> then<00:08:00.159> it's<00:08:00.280> been<00:08:00.400> an<00:08:00.560> opportunity<00:08:01.120> to 00:08:01.309 --> 00:08:01.319 align:start position:0% and then it's been an opportunity to 00:08:01.319 --> 00:08:03.390 align:start position:0% and then it's been an opportunity to just<00:08:01.560> like<00:08:02.120> really<00:08:02.440> dive<00:08:02.720> deep<00:08:03.000> work<00:08:03.240> with 00:08:03.390 --> 00:08:03.400 align:start position:0% just like really dive deep work with 00:08:03.400 --> 00:08:06.510 align:start position:0% just like really dive deep work with some<00:08:03.560> of<00:08:03.720> the<00:08:03.960> like<00:08:04.280> you<00:08:04.400> know<00:08:05.000> best<00:08:06.000> um<00:08:06.440> you 00:08:06.510 --> 00:08:06.520 align:start position:0% some of the like you know best um you 00:08:06.520 --> 00:08:08.230 align:start position:0% some of the like you know best um you know<00:08:06.720> some<00:08:06.840> of<00:08:07.000> the<00:08:07.479> like<00:08:07.639> frankly<00:08:08.080> best 00:08:08.230 --> 00:08:08.240 align:start position:0% know some of the like frankly best 00:08:08.240 --> 00:08:10.990 align:start position:0% know some of the like frankly best engineers<00:08:08.680> in<00:08:08.800> the<00:08:08.919> world<00:08:09.319> on<00:08:09.919> really<00:08:10.240> hard 00:08:10.990 --> 00:08:11.000 align:start position:0% engineers in the world on really hard 00:08:11.000 --> 00:08:13.909 align:start position:0% engineers in the world on really hard like<00:08:11.360> you<00:08:11.479> know<00:08:11.680> really<00:08:11.879> hard<00:08:12.199> problems<00:08:13.159> and 00:08:13.909 --> 00:08:13.919 align:start position:0% like you know really hard problems and 00:08:13.919 --> 00:08:16.350 align:start position:0% like you know really hard problems and on<00:08:14.720> you<00:08:14.840> know<00:08:14.960> learn<00:08:15.240> more<00:08:15.599> about<00:08:15.879> like<00:08:16.199> the 00:08:16.350 --> 00:08:16.360 align:start position:0% on you know learn more about like the 00:08:16.360 --> 00:08:18.990 align:start position:0% on you know learn more about like the nature<00:08:16.680> of<00:08:16.879> computers<00:08:17.840> and<00:08:18.560> then<00:08:18.759> get<00:08:18.879> to 00:08:18.990 --> 00:08:19.000 align:start position:0% nature of computers and then get to 00:08:19.000 --> 00:08:21.710 align:start position:0% nature of computers and then get to share<00:08:19.280> that<00:08:19.440> with<00:08:20.080> people<00:08:21.080> that's<00:08:21.319> exciting 00:08:21.710 --> 00:08:21.720 align:start position:0% share that with people that's exciting 00:08:21.720 --> 00:08:23.749 align:start position:0% share that with people that's exciting and<00:08:22.240> I<00:08:22.280> mean<00:08:22.479> you've<00:08:22.639> been<00:08:22.800> out<00:08:23.080> there<00:08:23.479> like 00:08:23.749 --> 00:08:23.759 align:start position:0% and I mean you've been out there like 00:08:23.759 --> 00:08:25.830 align:start position:0% and I mean you've been out there like really<00:08:24.240> teaching<00:08:24.639> people<00:08:24.879> a<00:08:25.000> lot<00:08:25.479> having<00:08:25.680> a 00:08:25.830 --> 00:08:25.840 align:start position:0% really teaching people a lot having a 00:08:25.840 --> 00:08:29.070 align:start position:0% really teaching people a lot having a great<00:08:26.000> following<00:08:26.919> people<00:08:27.360> flew<00:08:27.720> in<00:08:28.560> SFO 00:08:29.070 --> 00:08:29.080 align:start position:0% great following people flew in SFO 00:08:29.080 --> 00:08:31.510 align:start position:0% great following people flew in SFO specifically<00:08:29.800> for<00:08:30.360> full<00:08:30.639> step<00:08:30.879> dear<00:08:31.360> from 00:08:31.510 --> 00:08:31.520 align:start position:0% specifically for full step dear from 00:08:31.520 --> 00:08:33.550 align:start position:0% specifically for full step dear from around<00:08:31.759> the<00:08:31.919> world<00:08:32.440> which<00:08:32.560> was<00:08:32.760> amazing<00:08:33.080> to<00:08:33.240> me 00:08:33.550 --> 00:08:33.560 align:start position:0% around the world which was amazing to me 00:08:33.560 --> 00:08:36.389 align:start position:0% around the world which was amazing to me right<00:08:33.719> like<00:08:33.880> it<00:08:34.000> was<00:08:34.159> a<00:08:34.360> local<00:08:35.360> workshop<00:08:36.120> with 00:08:36.389 --> 00:08:36.399 align:start position:0% right like it was a local workshop with 00:08:36.399 --> 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position:0% the role of devels in the revolution how do<00:08:45.519> you<00:08:45.640> see<00:08:45.959> kind<00:08:46.120> of<00:08:46.399> us<00:08:47.160> collectively 00:08:48.030 --> 00:08:48.040 align:start position:0% do you see kind of us collectively 00:08:48.040 --> 00:08:51.190 align:start position:0% do you see kind of us collectively teaching<00:08:48.760> the<00:08:49.200> developers<00:08:50.200> at<00:08:50.440> large<00:08:50.959> all 00:08:51.190 --> 00:08:51.200 align:start position:0% teaching the developers at large all 00:08:51.200 --> 00:08:53.389 align:start position:0% teaching the developers at large all these<00:08:51.560> things<00:08:52.399> what<00:08:52.560> works<00:08:52.920> what<00:08:53.040> doesn't 00:08:53.389 --> 00:08:53.399 align:start position:0% these things what works what doesn't 00:08:53.399 --> 00:08:56.110 align:start position:0% these things what works what doesn't where<00:08:53.560> should<00:08:53.800> the<00:08:54.120> developers<00:08:55.120> focus<00:08:55.640> when 00:08:56.110 --> 00:08:56.120 align:start position:0% where should the developers focus when 00:08:56.120 --> 00:08:58.389 align:start position:0% where should the developers focus when learning<00:08:56.560> about<00:08:56.839> this<00:08:57.560> yeah<00:08:57.720> it's<00:08:57.839> a<00:08:57.959> lot<00:08:58.079> of 00:08:58.389 --> 00:08:58.399 align:start position:0% learning about this yeah it's a lot of 00:08:58.399 --> 00:09:00.069 align:start position:0% learning about this yeah it's a lot of lot<00:08:58.519> of<00:08:58.600> great<00:08:58.839> questions<00:08:59.440> I<00:08:59.560> think<00:08:59.760> like 00:09:00.069 --> 00:09:00.079 align:start position:0% lot of great questions I think like 00:09:00.079 --> 00:09:02.350 align:start position:0% lot of great questions I think like internally<00:09:01.079> from<00:09:01.360> like<00:09:01.600> the<00:09:02.079> you<00:09:02.200> know 00:09:02.350 --> 00:09:02.360 align:start position:0% internally from like the you know 00:09:02.360 --> 00:09:04.949 align:start position:0% internally from like the you know developer<00:09:02.880> relations<00:09:03.640> as<00:09:03.839> like<00:09:04.240> an<00:09:04.480> industry 00:09:04.949 --> 00:09:04.959 align:start position:0% developer relations as like an industry 00:09:04.959 --> 00:09:08.190 align:start position:0% developer relations as like an industry or<00:09:05.200> as<00:09:05.320> a<00:09:05.760> as<00:09:05.839> a<00:09:06.240> community<00:09:06.760> of<00:09:07.519> people<00:09:07.800> solving 00:09:08.190 --> 00:09:08.200 align:start position:0% or as a as a community of people solving 00:09:08.200 --> 00:09:10.350 align:start position:0% or as a as a community of people solving similar<00:09:08.600> problems<00:09:09.040> it's<00:09:09.240> like 00:09:10.350 --> 00:09:10.360 align:start position:0% similar problems it's like 00:09:10.360 --> 00:09:14.430 align:start position:0% similar problems it's like there's<00:09:11.360> evangelism<00:09:12.320> and<00:09:13.000> advocacy<00:09:14.000> uh<00:09:14.240> and 00:09:14.430 --> 00:09:14.440 align:start position:0% there's evangelism and advocacy uh and 00:09:14.440 --> 00:09:16.150 align:start position:0% there's evangelism and advocacy uh and in<00:09:14.560> between<00:09:14.880> them<00:09:15.000> is<00:09:15.160> like<00:09:15.399> relations<00:09:15.959> so 00:09:16.150 --> 00:09:16.160 align:start position:0% in between them is like relations so 00:09:16.160 --> 00:09:17.710 align:start position:0% in between them is like relations so like<00:09:16.519> an<00:09:16.640> evangelist<00:09:17.120> is<00:09:17.279> going<00:09:17.480> out<00:09:17.600> there 00:09:17.710 --> 00:09:17.720 align:start position:0% like an evangelist is going out there 00:09:17.720 --> 00:09:19.350 align:start position:0% like an evangelist is going out there and<00:09:17.880> like<00:09:18.320> sharing<00:09:18.839> how<00:09:18.920> to<00:09:19.040> use<00:09:19.200> the 00:09:19.350 --> 00:09:19.360 align:start position:0% and like sharing how to use the 00:09:19.360 --> 00:09:21.350 align:start position:0% and like sharing how to use the technology<00:09:19.839> with<00:09:20.000> people<00:09:20.240> and<00:09:20.440> like<00:09:20.839> teaching 00:09:21.350 --> 00:09:21.360 align:start position:0% technology with people and like teaching 00:09:21.360 --> 00:09:24.910 align:start position:0% technology with people and like teaching people<00:09:21.760> this<00:09:22.120> like<00:09:22.560> um<00:09:23.120> BTO<00:09:23.720> malsky<00:09:24.440> is<00:09:24.640> like<00:09:24.760> a 00:09:24.910 --> 00:09:24.920 align:start position:0% people this like um BTO malsky is like a 00:09:24.920 --> 00:09:27.750 align:start position:0% people this like um BTO malsky is like a hasal<00:09:25.519> evangelist<00:09:26.360> I<00:09:26.440> think<00:09:26.560> is<00:09:26.680> his<00:09:26.880> title<00:09:27.640> um 00:09:27.750 --> 00:09:27.760 align:start position:0% hasal evangelist I think is his title um 00:09:27.760 --> 00:09:29.470 align:start position:0% hasal evangelist I think is his title um and<00:09:27.880> he's<00:09:28.079> like<00:09:28.240> out<00:09:28.480> there<00:09:28.760> like<00:09:28.920> getting 00:09:29.470 --> 00:09:29.480 align:start position:0% and he's like out there like getting 00:09:29.480 --> 00:09:31.110 align:start position:0% and he's like out there like getting excited<00:09:29.760> about<00:09:29.880> functional<00:09:30.480> got<00:09:30.600> me<00:09:30.800> excited 00:09:31.110 --> 00:09:31.120 align:start position:0% excited about functional got me excited 00:09:31.120 --> 00:09:33.389 align:start position:0% excited about functional got me excited about<00:09:31.320> functional<00:09:31.959> programming<00:09:32.959> um<00:09:33.240> also 00:09:33.389 --> 00:09:33.399 align:start position:0% about functional programming um also 00:09:33.399 --> 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um<00:09:41.839> and<00:09:42.000> then<00:09:42.399> there's<00:09:42.680> also<00:09:43.200> the<00:09:43.480> like<00:09:43.680> yeah 00:09:43.910 --> 00:09:43.920 align:start position:0% um and then there's also the like yeah 00:09:43.920 --> 00:09:46.069 align:start position:0% um and then there's also the like yeah on<00:09:44.000> the<00:09:44.120> other<00:09:44.320> side<00:09:44.480> is<00:09:44.640> the<00:09:44.920> advocate<00:09:45.640> who<00:09:45.800> is 00:09:46.069 --> 00:09:46.079 align:start position:0% on the other side is the advocate who is 00:09:46.079 --> 00:09:47.670 align:start position:0% on the other side is the advocate who is like<00:09:46.600> representing<00:09:47.160> the<00:09:47.279> needs<00:09:47.519> of 00:09:47.670 --> 00:09:47.680 align:start position:0% like representing the needs of 00:09:47.680 --> 00:09:49.990 align:start position:0% like representing the needs of developers<00:09:48.160> internally<00:09:49.160> and<00:09:49.320> I<00:09:49.440> think<00:09:49.839> yeah 00:09:49.990 --> 00:09:50.000 align:start position:0% developers internally and I think yeah 00:09:50.000 --> 00:09:51.630 align:start position:0% developers internally and I think yeah Kelsey<00:09:50.360> high<00:09:50.600> tower<00:09:50.880> is<00:09:51.000> maybe<00:09:51.240> the<00:09:51.399> best 00:09:51.630 --> 00:09:51.640 align:start position:0% Kelsey high tower is maybe the best 00:09:51.640 --> 00:09:53.630 align:start position:0% Kelsey high tower is maybe the best example<00:09:52.040> of<00:09:52.240> this<00:09:52.760> um<00:09:52.920> it's<00:09:53.079> like<00:09:53.399> your 00:09:53.630 --> 00:09:53.640 align:start position:0% example of this um it's like your 00:09:53.640 --> 00:09:55.990 align:start position:0% example of this um it's like your primary<00:09:54.040> goal<00:09:54.320> is<00:09:54.640> actually<00:09:55.279> to<00:09:55.519> like<00:09:55.760> hold 00:09:55.990 --> 00:09:56.000 align:start position:0% primary goal is actually to like hold 00:09:56.000 --> 00:09:58.430 align:start position:0% primary goal is actually to like hold the<00:09:56.160> organization<00:09:56.720> to<00:09:57.000> account<00:09:57.839> a<00:09:57.959> bit<00:09:58.200> it's 00:09:58.430 --> 00:09:58.440 align:start position:0% the organization to account a bit it's 00:09:58.440 --> 00:10:00.509 align:start position:0% the organization to account a bit it's like<00:09:59.000> you<00:09:59.440> are<00:09:59.560> the<00:09:59.680> developers 00:10:00.509 --> 00:10:00.519 align:start position:0% like you are the developers 00:10:00.519 --> 00:10:03.030 align:start position:0% like you are the developers representative<00:10:01.360> inside<00:10:01.720> the<00:10:02.040> company<00:10:02.839> that's 00:10:03.030 --> 00:10:03.040 align:start position:0% representative inside the company that's 00:10:03.040 --> 00:10:04.990 align:start position:0% representative inside the company that's the<00:10:03.160> kind<00:10:03.320> of<00:10:03.760> that's<00:10:04.240> like<00:10:04.399> that's<00:10:04.560> the<00:10:04.680> title 00:10:04.990 --> 00:10:05.000 align:start position:0% the kind of that's like that's the title 00:10:05.000 --> 00:10:06.630 align:start position:0% the kind of that's like that's the title that<00:10:05.120> I<00:10:05.279> chose<00:10:05.920> like<00:10:06.200> and<00:10:06.320> that's<00:10:06.480> the 00:10:06.630 --> 00:10:06.640 align:start position:0% that I chose like and that's the 00:10:06.640 --> 00:10:08.430 align:start position:0% that I chose like and that's the direction<00:10:07.000> I<00:10:07.120> would<00:10:07.279> definitely<00:10:07.959> want<00:10:08.240> my 00:10:08.430 --> 00:10:08.440 align:start position:0% direction I would definitely want my 00:10:08.440 --> 00:10:10.230 align:start position:0% direction I would definitely want my career<00:10:08.680> to<00:10:08.800> go<00:10:09.000> because<00:10:09.120> I<00:10:09.240> think<00:10:09.399> it's<00:10:10.000> like 00:10:10.230 --> 00:10:10.240 align:start position:0% career to go because I think it's like 00:10:10.240 --> 00:10:12.509 align:start position:0% career to go because I think it's like that<00:10:10.399> is<00:10:10.600> what<00:10:10.800> delivers<00:10:11.800> the<00:10:11.959> right<00:10:12.160> balance 00:10:12.509 --> 00:10:12.519 align:start position:0% that is what delivers the right balance 00:10:12.519 --> 00:10:14.790 align:start position:0% that is what delivers the right balance I<00:10:12.600> think<00:10:12.760> for<00:10:12.959> me<00:10:13.320> between<00:10:13.760> like<00:10:14.279> value<00:10:14.560> for 00:10:14.790 --> 00:10:14.800 align:start position:0% I think for me between like value for 00:10:14.800 --> 00:10:17.150 align:start position:0% I think for me between like value for other<00:10:15.000> people<00:10:15.480> as<00:10:15.640> in<00:10:15.920> like<00:10:16.440> expressing<00:10:16.959> their 00:10:17.150 --> 00:10:17.160 align:start position:0% other people as in like expressing their 00:10:17.160 --> 00:10:19.269 align:start position:0% other people as in like expressing their needs<00:10:17.480> and<00:10:17.680> giving<00:10:17.959> them<00:10:18.600> like<00:10:18.880> you<00:10:19.000> know 00:10:19.269 --> 00:10:19.279 align:start position:0% needs and giving them like you know 00:10:19.279 --> 00:10:21.389 align:start position:0% needs and giving them like you know helping<00:10:19.560> them<00:10:19.760> have<00:10:19.880> a<00:10:20.000> seat<00:10:20.200> at<00:10:20.360> the<00:10:20.480> table<00:10:21.279> um 00:10:21.389 --> 00:10:21.399 align:start position:0% helping them have a seat at the table um 00:10:21.399 --> 00:10:22.910 align:start position:0% helping them have a seat at the table um and<00:10:21.519> then<00:10:21.640> also<00:10:21.880> D<00:10:22.120> driving<00:10:22.480> value<00:10:22.680> for<00:10:22.839> the 00:10:22.910 --> 00:10:22.920 align:start position:0% and then also D driving value for the 00:10:22.920 --> 00:10:24.509 align:start position:0% and then also D driving value for the organization<00:10:23.480> which<00:10:23.680> like<00:10:23.839> they<00:10:24.000> actually<00:10:24.279> do 00:10:24.509 --> 00:10:24.519 align:start position:0% organization which like they actually do 00:10:24.519 --> 00:10:26.430 align:start position:0% organization which like they actually do want<00:10:24.839> those<00:10:25.440> opinions<00:10:25.880> they<00:10:25.959> do<00:10:26.120> want<00:10:26.279> that 00:10:26.430 --> 00:10:26.440 align:start position:0% want those opinions they do want that 00:10:26.440 --> 00:10:28.069 align:start position:0% want those opinions they do want that information<00:10:26.880> and<00:10:27.000> they<00:10:27.120> struggle<00:10:27.519> to<00:10:27.680> get<00:10:27.839> it 00:10:28.069 --> 00:10:28.079 align:start position:0% information and they struggle to get it 00:10:28.079 --> 00:10:30.069 align:start position:0% information and they struggle to get it through<00:10:28.720> different<00:10:28.959> means<00:10:29.440> through<00:10:29.680> support 00:10:30.069 --> 00:10:30.079 align:start position:0% through different means through support 00:10:30.079 --> 00:10:32.310 align:start position:0% through different means through support or<00:10:30.200> through<00:10:30.360> Engineers<00:10:30.880> or<00:10:31.079> through<00:10:32.079> like<00:10:32.200> you 00:10:32.310 --> 00:10:32.320 align:start position:0% or through Engineers or through like you 00:10:32.320 --> 00:10:33.949 align:start position:0% or through Engineers or through like you know<00:10:32.519> other<00:10:32.720> mechanisms<00:10:33.240> of<00:10:33.399> like<00:10:33.519> Word<00:10:33.720> of 00:10:33.949 --> 00:10:33.959 align:start position:0% know other mechanisms of like Word of 00:10:33.959 --> 00:10:37.389 align:start position:0% know other mechanisms of like Word of Mouth<00:10:34.760> um<00:10:35.440> so<00:10:35.920> like<00:10:36.040> in<00:10:36.200> this<00:10:36.440> particular<00:10:36.959> AI 00:10:37.389 --> 00:10:37.399 align:start position:0% Mouth um so like in this particular AI 00:10:37.399 --> 00:10:40.069 align:start position:0% Mouth um so like in this particular AI world<00:10:38.279> I<00:10:38.399> don't<00:10:38.680> know<00:10:38.959> that<00:10:39.160> there's 00:10:40.069 --> 00:10:40.079 align:start position:0% world I don't know that there's 00:10:40.079 --> 00:10:42.710 align:start position:0% world I don't know that there's like<00:10:41.079> a<00:10:41.399> specific<00:10:41.959> thing<00:10:42.160> I<00:10:42.279> think<00:10:42.399> maybe<00:10:42.600> one 00:10:42.710 --> 00:10:42.720 align:start position:0% like a specific thing I think maybe one 00:10:42.720 --> 00:10:43.710 align:start position:0% like a specific thing I think maybe one of<00:10:42.800> the<00:10:42.880> most<00:10:43.040> important<00:10:43.320> things<00:10:43.480> is<00:10:43.600> just 00:10:43.710 --> 00:10:43.720 align:start position:0% of the most important things is just 00:10:43.720 --> 00:10:44.829 align:start position:0% of the most important things is just like<00:10:43.839> cutting<00:10:44.079> through<00:10:44.240> the 00:10:44.829 --> 00:10:44.839 align:start position:0% like cutting through the 00:10:44.839 --> 00:10:46.590 align:start position:0% like cutting through the honestly<00:10:45.360> because<00:10:45.560> there's<00:10:45.760> a<00:10:45.880> lot<00:10:46.040> of<00:10:46.240> like 00:10:46.590 --> 00:10:46.600 align:start position:0% honestly because there's a lot of like 00:10:46.600 --> 00:10:49.430 align:start position:0% honestly because there's a lot of like linked<00:10:47.079> influencing<00:10:47.920> there's<00:10:48.079> a<00:10:48.200> lot<00:10:48.320> of<00:10:48.600> like 00:10:49.430 --> 00:10:49.440 align:start position:0% linked influencing there's a lot of like 00:10:49.440 --> 00:10:52.550 align:start position:0% linked influencing there's a lot of like um<00:10:50.120> yeah<00:10:50.519> Naro<00:10:51.120> well<00:10:51.320> crypto<00:10:51.760> refugees 00:10:52.550 --> 00:10:52.560 align:start position:0% um yeah Naro well crypto refugees 00:10:52.560 --> 00:10:54.710 align:start position:0% um yeah Naro well crypto refugees entering<00:10:52.880> into<00:10:53.079> the<00:10:53.200> latest<00:10:53.519> hot<00:10:53.720> new<00:10:53.959> thing 00:10:54.710 --> 00:10:54.720 align:start position:0% entering into the latest hot new thing 00:10:54.720 --> 00:10:56.670 align:start position:0% entering into the latest hot new thing and<00:10:55.200> people<00:10:55.440> who<00:10:55.600> have<00:10:55.800> like<00:10:55.920> a<00:10:56.200> prominent 00:10:56.670 --> 00:10:56.680 align:start position:0% and people who have like a prominent 00:10:56.680 --> 00:10:58.430 align:start position:0% and people who have like a prominent following<00:10:57.240> and<00:10:57.480> who<00:10:57.680> are<00:10:57.959> sufficiently 00:10:58.430 --> 00:10:58.440 align:start position:0% following and who are sufficiently 00:10:58.440 --> 00:11:01.110 align:start position:0% following and who are sufficiently technical<00:10:58.839> to<00:10:59.000> be<00:10:59.639> developer<00:11:00.600> Advocates 00:11:01.110 --> 00:11:01.120 align:start position:0% technical to be developer Advocates 00:11:01.120 --> 00:11:04.629 align:start position:0% technical to be developer Advocates evangelists<00:11:01.760> or<00:11:02.240> relations<00:11:03.000> people<00:11:04.000> uh<00:11:04.279> like 00:11:04.629 --> 00:11:04.639 align:start position:0% evangelists or relations people uh like 00:11:04.639 --> 00:11:07.870 align:start position:0% evangelists or relations people uh like have<00:11:04.839> the<00:11:05.000> ability<00:11:05.519> to<00:11:06.440> like<00:11:07.000> you<00:11:07.120> know<00:11:07.480> cut 00:11:07.870 --> 00:11:07.880 align:start position:0% have the ability to like you know cut 00:11:07.880 --> 00:11:10.910 align:start position:0% have the ability to like you know cut like<00:11:08.519> silence<00:11:09.120> those<00:11:09.480> voices<00:11:09.880> or<00:11:10.160> amplify 00:11:10.910 --> 00:11:10.920 align:start position:0% like silence those voices or amplify 00:11:10.920 --> 00:11:13.629 align:start position:0% like silence those voices or amplify other<00:11:11.160> voices<00:11:11.720> and<00:11:12.240> like<00:11:12.399> be<00:11:12.800> TR<00:11:13.079> more<00:11:13.279> trusted 00:11:13.629 --> 00:11:13.639 align:start position:0% other voices and like be TR more trusted 00:11:13.639 --> 00:11:16.069 align:start position:0% other voices and like be TR more trusted Source<00:11:14.160> more<00:11:14.360> High<00:11:14.600> signal<00:11:15.600> um<00:11:15.720> so<00:11:15.839> I<00:11:15.920> think 00:11:16.069 --> 00:11:16.079 align:start position:0% Source more High signal um so I think 00:11:16.079 --> 00:11:18.910 align:start position:0% Source more High signal um so I think like<00:11:16.240> that's<00:11:16.519> particularly<00:11:17.279> important<00:11:18.279> in 00:11:18.910 --> 00:11:18.920 align:start position:0% like that's particularly important in 00:11:18.920 --> 00:11:21.269 align:start position:0% like that's particularly important in this<00:11:19.360> in<00:11:19.560> this<00:11:20.000> moment<00:11:20.440> in<00:11:20.600> this<00:11:20.720> field<00:11:21.120> where 00:11:21.269 --> 00:11:21.279 align:start position:0% this in this moment in this field where 00:11:21.279 --> 00:11:24.629 align:start position:0% this in this moment in this field where there's<00:11:21.680> so<00:11:22.200> very<00:11:22.480> much<00:11:23.200> noise<00:11:24.200> I<00:11:24.320> totally 00:11:24.629 --> 00:11:24.639 align:start position:0% there's so very much noise I totally 00:11:24.639 --> 00:11:26.190 align:start position:0% there's so very much noise I totally agree<00:11:24.959> and<00:11:25.360> thank<00:11:25.519> you<00:11:25.680> by<00:11:25.800> the<00:11:25.880> way<00:11:26.040> for 00:11:26.190 --> 00:11:26.200 align:start position:0% agree and thank you by the way for 00:11:26.200 --> 00:11:28.269 align:start position:0% agree and thank you by the way for helping<00:11:26.480> us<00:11:26.680> put<00:11:26.880> this<00:11:27.279> together<00:11:27.880> because<00:11:28.160> I 00:11:28.269 --> 00:11:28.279 align:start position:0% helping us put this together because I 00:11:28.279 --> 00:11:31.190 align:start position:0% helping us put this together because I think<00:11:28.639> personally<00:11:29.399> open<00:11:29.680> source<00:11:30.600> and<00:11:30.880> it's 00:11:31.190 --> 00:11:31.200 align:start position:0% think personally open source and it's 00:11:31.200 --> 00:11:33.190 align:start position:0% think personally open source and it's like<00:11:31.360> self-evident<00:11:32.120> right<00:11:32.360> we<00:11:32.480> hold<00:11:32.760> this<00:11:32.920> Tru 00:11:33.190 --> 00:11:33.200 align:start position:0% like self-evident right we hold this Tru 00:11:33.200 --> 00:11:35.069 align:start position:0% like self-evident right we hold this Tru self-evident<00:11:33.680> and<00:11:33.800> we<00:11:33.880> show<00:11:34.079> people<00:11:34.320> code<00:11:34.880> and 00:11:35.069 --> 00:11:35.079 align:start position:0% self-evident and we show people code and 00:11:35.079 --> 00:11:36.470 align:start position:0% self-evident and we show people code and in<00:11:35.240> this<00:11:35.399> case<00:11:35.560> we<00:11:35.720> actually<00:11:35.920> put<00:11:36.160> together<00:11:36.320> a 00:11:36.470 --> 00:11:36.480 align:start position:0% in this case we actually put together a 00:11:36.480 --> 00:11:38.910 align:start position:0% in this case we actually put together a stack<00:11:37.440> right<00:11:37.639> and<00:11:37.760> we<00:11:37.880> show<00:11:38.120> people<00:11:38.360> how<00:11:38.480> to<00:11:38.639> do 00:11:38.910 --> 00:11:38.920 align:start position:0% stack right and we show people how to do 00:11:38.920 --> 00:11:42.110 align:start position:0% stack right and we show people how to do this<00:11:39.800> basically<00:11:40.800> as<00:11:40.880> a<00:11:41.079> as<00:11:41.160> a<00:11:41.320> stacks<00:11:41.839> and<00:11:42.000> I 00:11:42.110 --> 00:11:42.120 align:start position:0% this basically as a as a stacks and I 00:11:42.120 --> 00:11:44.910 align:start position:0% this basically as a as a stacks and I think<00:11:42.639> to<00:11:42.800> me<00:11:43.079> this<00:11:43.240> like<00:11:43.720> Integrations<00:11:44.720> is 00:11:44.910 --> 00:11:44.920 align:start position:0% think to me this like Integrations is 00:11:44.920 --> 00:11:47.350 align:start position:0% think to me this like Integrations is the<00:11:45.040> most<00:11:45.560> we<00:11:45.680> create<00:11:45.920> network<00:11:46.279> effects<00:11:46.920> MH 00:11:47.350 --> 00:11:47.360 align:start position:0% the most we create network effects MH 00:11:47.360 --> 00:11:48.590 align:start position:0% the most we create network effects MH and<00:11:47.440> you<00:11:47.560> guys<00:11:47.720> are<00:11:47.800> running<00:11:48.079> a<00:11:48.200> lot<00:11:48.320> of<00:11:48.440> this 00:11:48.590 --> 00:11:48.600 align:start position:0% and you guys are running a lot of this 00:11:48.600 --> 00:11:50.470 align:start position:0% and you guys are running a lot of this stuff<00:11:48.800> so<00:11:48.959> thank<00:11:49.079> you<00:11:49.160> for<00:11:49.360> that<00:11:50.120> and<00:11:50.279> looking 00:11:50.470 --> 00:11:50.480 align:start position:0% stuff so thank you for that and looking 00:11:50.480 --> 00:11:51.790 align:start position:0% stuff so thank you for that and looking forward<00:11:50.760> to<00:11:50.880> your<00:11:51.000> talk<00:11:51.200> and<00:11:51.399> thank<00:11:51.519> you<00:11:51.600> for 00:11:51.790 --> 00:11:51.800 align:start position:0% forward to your talk and thank you for 00:11:51.800 --> 00:11:53.470 align:start position:0% forward to your talk and thank you for being<00:11:52.160> such<00:11:52.279> a<00:11:52.399> great<00:11:52.560> part<00:11:52.720> of<00:11:52.800> the<00:11:52.880> community 00:11:53.470 --> 00:11:53.480 align:start position:0% being such a great part of the community 00:11:53.480 --> 00:11:55.269 align:start position:0% being such a great part of the community yeah<00:11:53.720> yeah<00:11:53.920> thanks<00:11:54.160> Lexi<00:11:54.600> always<00:11:54.760> a<00:11:54.880> pleasure 00:11:55.269 --> 00:11:55.279 align:start position:0% yeah yeah thanks Lexi always a pleasure 00:11:55.279 --> 00:11:58.230 align:start position:0% yeah yeah thanks Lexi always a pleasure thanks 00:11:58.230 --> 00:11:58.240 align:start position:0% 00:11:58.240 --> 00:12:02.240 align:start position:0% Charles<00:11:59.240> for