episode stringlengths 45 100 | text stringlengths 1 528 | timestamp_link stringlengths 56 56 |
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Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Because you know the context. | https://karpathy.ai/lexicap/0322-large.html#01:08:00.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You understand what the person's doing or add additional channels like voice or gestures | https://karpathy.ai/lexicap/0322-large.html#01:08:03.180 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | or even physiological sensors, but I think it's very dangerous to just take this oversimplistic | https://karpathy.ai/lexicap/0322-large.html#01:08:10.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | approach of, yeah, smile equals happy and... | https://karpathy.ai/lexicap/0322-large.html#01:08:17.020 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | If you're able to, in a high resolution way, specify the context, there's certain things | https://karpathy.ai/lexicap/0322-large.html#01:08:20.060 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | that are going to be somewhat reliable signals of something like drowsiness or happiness | https://karpathy.ai/lexicap/0322-large.html#01:08:25.020 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | or stuff like that. | https://karpathy.ai/lexicap/0322-large.html#01:08:31.500 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I mean, when people are watching Netflix content, that problem, that's a really compelling idea | https://karpathy.ai/lexicap/0322-large.html#01:08:32.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | that you can kind of, at least in aggregate, highlight like which part was boring, which | https://karpathy.ai/lexicap/0322-large.html#01:08:40.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | part was exciting. | https://karpathy.ai/lexicap/0322-large.html#01:08:46.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | How hard was that problem? | https://karpathy.ai/lexicap/0322-large.html#01:08:47.660 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | That was on the scale of difficulty. | https://karpathy.ai/lexicap/0322-large.html#01:08:50.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I think that's one of the easier problems to solve because it's a relatively constrained | https://karpathy.ai/lexicap/0322-large.html#01:08:53.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | environment. | https://karpathy.ai/lexicap/0322-large.html#01:09:00.140 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You have somebody sitting in front of... | https://karpathy.ai/lexicap/0322-large.html#01:09:00.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Initially, we started with like a device in front of you, like a laptop, and then we graduated | https://karpathy.ai/lexicap/0322-large.html#01:09:02.780 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | to doing this on a mobile phone, which is a lot harder just because of, you know, from | https://karpathy.ai/lexicap/0322-large.html#01:09:07.820 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | a computer vision perspective, the profile view of the face can be a lot more challenging. | https://karpathy.ai/lexicap/0322-large.html#01:09:12.140 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | We had to figure out lighting conditions because usually people are watching content literally | https://karpathy.ai/lexicap/0322-large.html#01:09:17.900 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | in their bedrooms at night. | https://karpathy.ai/lexicap/0322-large.html#01:09:23.180 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Lights are dimmed. | https://karpathy.ai/lexicap/0322-large.html#01:09:24.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Yeah, I mean, if you're standing, it's probably going to be the looking up. | https://karpathy.ai/lexicap/0322-large.html#01:09:25.420 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | The nostril view. | https://karpathy.ai/lexicap/0322-large.html#01:09:30.220 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Yeah, and nobody looks good at it. | https://karpathy.ai/lexicap/0322-large.html#01:09:31.500 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I've seen data sets from that perspective. | https://karpathy.ai/lexicap/0322-large.html#01:09:34.060 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It's like, this is not a good look for anyone. | https://karpathy.ai/lexicap/0322-large.html#01:09:36.140 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Or if you're laying in bed at night, what is it, side view or something? | https://karpathy.ai/lexicap/0322-large.html#01:09:40.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Right. | https://karpathy.ai/lexicap/0322-large.html#01:09:44.460 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And half your face is like on a pillow. | https://karpathy.ai/lexicap/0322-large.html#01:09:44.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Actually, I would love to know, have data about like how people watch stuff in bed at | https://karpathy.ai/lexicap/0322-large.html#01:09:47.580 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | night, like, do they prop there, is it a pillow, the, like, I'm sure there's a lot of interesting | https://karpathy.ai/lexicap/0322-large.html#01:09:56.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | dynamics there. | https://karpathy.ai/lexicap/0322-large.html#01:10:03.340 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Right. | https://karpathy.ai/lexicap/0322-large.html#01:10:04.060 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | From a health and well being perspective, right? | https://karpathy.ai/lexicap/0322-large.html#01:10:05.260 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Sure. | https://karpathy.ai/lexicap/0322-large.html#01:10:07.100 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like, oh, you're hurting your neck. | https://karpathy.ai/lexicap/0322-large.html#01:10:07.580 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I was thinking machine learning perspective, but yes, but also, yeah, yeah, once you have | https://karpathy.ai/lexicap/0322-large.html#01:10:08.540 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | that data, you can start making all kinds of inference about health and stuff like that. | https://karpathy.ai/lexicap/0322-large.html#01:10:13.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Interesting. | https://karpathy.ai/lexicap/0322-large.html#01:10:18.060 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Yeah, there's an interesting thing when I was at Google that we were, it's called active | https://karpathy.ai/lexicap/0322-large.html#01:10:19.260 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | authentication, where you want to be able to unlock your phone without using a password. | https://karpathy.ai/lexicap/0322-large.html#01:10:26.700 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So it would face, but also other stuff, like the way you take a phone out of the pocket. | https://karpathy.ai/lexicap/0322-large.html#01:10:32.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Amazing. | https://karpathy.ai/lexicap/0322-large.html#01:10:38.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So that kind of data to use the multimodal with machine learning to be able to identify | https://karpathy.ai/lexicap/0322-large.html#01:10:39.500 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | that it's you or likely to be you, likely not to be you, that allows you to not always | https://karpathy.ai/lexicap/0322-large.html#01:10:45.260 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | have to enter the password. | https://karpathy.ai/lexicap/0322-large.html#01:10:50.220 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | That was the idea. | https://karpathy.ai/lexicap/0322-large.html#01:10:51.260 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | But the funny thing about that is, I just want to tell a small anecdote is because it | https://karpathy.ai/lexicap/0322-large.html#01:10:52.700 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | was all male engineers, except so my boss is, our boss was still one of my favorite humans, | https://karpathy.ai/lexicap/0322-large.html#01:10:58.540 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | was a woman, Regina Dugan. | https://karpathy.ai/lexicap/0322-large.html#01:11:09.660 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Oh, my God, I love her. | https://karpathy.ai/lexicap/0322-large.html#01:11:12.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | She's awesome. | https://karpathy.ai/lexicap/0322-large.html#01:11:14.140 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | She's the best. | https://karpathy.ai/lexicap/0322-large.html#01:11:14.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | She's the best. | https://karpathy.ai/lexicap/0322-large.html#01:11:15.500 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So, but anyway, and there's one female brilliant female engineer on the team, and she was the | https://karpathy.ai/lexicap/0322-large.html#01:11:16.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | one that actually highlighted the fact that women often don't have pockets. | https://karpathy.ai/lexicap/0322-large.html#01:11:25.900 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It was like, whoa, that was not even a category in the code of like, wait a minute, you can | https://karpathy.ai/lexicap/0322-large.html#01:11:30.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | take the phone out of some other place than your pocket. | https://karpathy.ai/lexicap/0322-large.html#01:11:37.340 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So anyway, that's a funny thing when you're considering people laying in bed, watching | https://karpathy.ai/lexicap/0322-large.html#01:11:41.260 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | a phone, you have to consider if you have to, you know, diversity in all its forms, | https://karpathy.ai/lexicap/0322-large.html#01:11:45.580 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | depending on the problem, depending on the context. | https://karpathy.ai/lexicap/0322-large.html#01:11:51.820 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Actually, this is like a very important, I think this is, you know, you probably get | https://karpathy.ai/lexicap/0322-large.html#01:11:53.900 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | this all the time. | https://karpathy.ai/lexicap/0322-large.html#01:11:58.140 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like people are worried that AI is going to take over humanity and like, get rid of all | https://karpathy.ai/lexicap/0322-large.html#01:11:58.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | the humans in the world. | https://karpathy.ai/lexicap/0322-large.html#01:12:03.100 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I'm like, actually, that's not my biggest concern. | https://karpathy.ai/lexicap/0322-large.html#01:12:04.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | My biggest concern is that we are building bias into these systems. | https://karpathy.ai/lexicap/0322-large.html#01:12:06.540 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And then they're like deployed at large and at scale. | https://karpathy.ai/lexicap/0322-large.html#01:12:10.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And before you know it, you're kind of accentuating the bias that exists in society. | https://karpathy.ai/lexicap/0322-large.html#01:12:14.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Yeah, I'm not, you know, I know people, it's very important to worry about that, but the | https://karpathy.ai/lexicap/0322-large.html#01:12:19.660 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | worry is an emergent phenomena to me, which is a very good one, because I think these | https://karpathy.ai/lexicap/0322-large.html#01:12:26.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | systems are actually, by encoding the data that exists, they're revealing the bias in | https://karpathy.ai/lexicap/0322-large.html#01:12:32.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | society. | https://karpathy.ai/lexicap/0322-large.html#01:12:39.660 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | They're both for teaching us what the bias is. | https://karpathy.ai/lexicap/0322-large.html#01:12:40.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Therefore, we can now improve that bias within the system. | https://karpathy.ai/lexicap/0322-large.html#01:12:43.340 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So they're almost like putting a mirror to ourselves. | https://karpathy.ai/lexicap/0322-large.html#01:12:46.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Totally. | https://karpathy.ai/lexicap/0322-large.html#01:12:49.980 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So I'm not. | https://karpathy.ai/lexicap/0322-large.html#01:12:50.780 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You have to be open to looking at the mirror, though. | https://karpathy.ai/lexicap/0322-large.html#01:12:51.500 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You have to be open to scrutinizing the data. | https://karpathy.ai/lexicap/0322-large.html#01:12:53.500 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And if you just take it as ground. | https://karpathy.ai/lexicap/0322-large.html#01:12:56.540 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Or you don't even have to look at the, I mean, yes, the data is how you fix it. | https://karpathy.ai/lexicap/0322-large.html#01:12:59.500 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | But then you just look at the behavior of the system. | https://karpathy.ai/lexicap/0322-large.html#01:13:02.860 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And you realize, holy crap, this thing is kind of racist. | https://karpathy.ai/lexicap/0322-large.html#01:13:05.100 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like, why is that? | https://karpathy.ai/lexicap/0322-large.html#01:13:08.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And then you look at the data, it's like, oh, okay. | https://karpathy.ai/lexicap/0322-large.html#01:13:09.820 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And then you start to realize that I think that some much more effective ways to do that | https://karpathy.ai/lexicap/0322-large.html#01:13:11.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | are effective way to be introspective as a society than through sort of political discourse. | https://karpathy.ai/lexicap/0322-large.html#01:13:15.820 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like AI kind of, because people are for some reason more productive and rigorous in criticizing | https://karpathy.ai/lexicap/0322-large.html#01:13:23.020 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | AI than they're criticizing each other. | https://karpathy.ai/lexicap/0322-large.html#01:13:34.060 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So I think this is just a nice method for studying society and see which way progress | https://karpathy.ai/lexicap/0322-large.html#01:13:35.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | lies. | https://karpathy.ai/lexicap/0322-large.html#01:13:41.340 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Anyway, what we're talking about. | https://karpathy.ai/lexicap/0322-large.html#01:13:42.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You're watching the problem of watching Netflix in bed or elsewhere and seeing which parts | https://karpathy.ai/lexicap/0322-large.html#01:13:44.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | are exciting, which parts are boring. | https://karpathy.ai/lexicap/0322-large.html#01:13:50.220 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You're saying that's relatively constrained because you have a captive audience and you | https://karpathy.ai/lexicap/0322-large.html#01:13:51.660 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | kind of know the context. | https://karpathy.ai/lexicap/0322-large.html#01:13:56.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And one thing you said that was really key is the aggregate. | https://karpathy.ai/lexicap/0322-large.html#01:13:57.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You're doing this in aggregate, right? | https://karpathy.ai/lexicap/0322-large.html#01:14:01.100 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like we're looking at aggregated response of people. | https://karpathy.ai/lexicap/0322-large.html#01:14:02.380 |
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