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 | So the human mind generates all this. | https://karpathy.ai/lexicap/0322-large.html#01:01:43.560 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And so what do you think is the, they all seem to be like echoes of the same thing. | https://karpathy.ai/lexicap/0322-large.html#01:01:46.520 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | What do you think emotion is exactly? | https://karpathy.ai/lexicap/0322-large.html#01:01:52.840 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like how deep does it run? | https://karpathy.ai/lexicap/0322-large.html#01:01:56.280 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Is it a surface level thing that we display to each other? | https://karpathy.ai/lexicap/0322-large.html#01:01:57.720 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Is it just another form of language or something deep within? | https://karpathy.ai/lexicap/0322-large.html#01:02:01.800 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I think it's really deep. | https://karpathy.ai/lexicap/0322-large.html#01:02:05.640 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It's how, you know, we started with memory. | https://karpathy.ai/lexicap/0322-large.html#01:02:07.480 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I think emotions play a really important role. | https://karpathy.ai/lexicap/0322-large.html#01:02:09.880 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Yeah, emotions play a very important role in how we encode memories, right? | https://karpathy.ai/lexicap/0322-large.html#01:02:14.040 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Our memories are often encoded, almost indexed by emotions. | https://karpathy.ai/lexicap/0322-large.html#01:02:18.040 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Yeah. | https://karpathy.ai/lexicap/0322-large.html#01:02:21.640 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Yeah, it's at the core of how, you know, our decision making engine is also heavily | https://karpathy.ai/lexicap/0322-large.html#01:02:22.120 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | influenced by our emotions. | https://karpathy.ai/lexicap/0322-large.html#01:02:28.520 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So emotions is part of cognition. | https://karpathy.ai/lexicap/0322-large.html#01:02:30.040 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Totally. | https://karpathy.ai/lexicap/0322-large.html#01:02:31.960 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It's intermixed into the whole thing. | https://karpathy.ai/lexicap/0322-large.html#01:02:32.680 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Yes, absolutely. | https://karpathy.ai/lexicap/0322-large.html#01:02:34.680 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And in fact, when you take it away, people are unable to make decisions. | https://karpathy.ai/lexicap/0322-large.html#01:02:35.960 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | They're really paralyzed. | https://karpathy.ai/lexicap/0322-large.html#01:02:39.960 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like they can't go about their daily or their, you know, personal or professional lives. | https://karpathy.ai/lexicap/0322-large.html#01:02:41.000 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So. | https://karpathy.ai/lexicap/0322-large.html#01:02:45.240 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It does seem like there's probably some interesting interweaving of emotion and consciousness. | https://karpathy.ai/lexicap/0322-large.html#01:02:45.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I wonder if it's possible to have, like if they're next door neighbors somehow, or if | https://karpathy.ai/lexicap/0322-large.html#01:02:53.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | they're actually flat mates. | https://karpathy.ai/lexicap/0322-large.html#01:02:58.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I don't, it feels like the hard problem of consciousness where it's some, it feels like | https://karpathy.ai/lexicap/0322-large.html#01:03:01.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | something to experience the thing. | https://karpathy.ai/lexicap/0322-large.html#01:03:08.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like red feels like red, and it's, you know, when you eat a mango, it's sweet. | https://karpathy.ai/lexicap/0322-large.html#01:03:10.780 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | The taste, the sweetness, that it feels like something to experience that sweetness, that | https://karpathy.ai/lexicap/0322-large.html#01:03:16.780 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | whatever generates emotions. | https://karpathy.ai/lexicap/0322-large.html#01:03:24.620 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | But then like, see, I feel like emotion is part of communication. | https://karpathy.ai/lexicap/0322-large.html#01:03:28.060 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It's very much about communication. | https://karpathy.ai/lexicap/0322-large.html#01:03:31.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And then, you know, it's like, you know, it's like, you know, it's like, you know, it's | https://karpathy.ai/lexicap/0322-large.html#01:03:34.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | and then that means it's also deeply connected to language. | https://karpathy.ai/lexicap/0322-large.html#01:03:39.420 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | But then probably human intelligence is deeply connected to the collective intelligence between | https://karpathy.ai/lexicap/0322-large.html#01:03:45.980 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | humans. | https://karpathy.ai/lexicap/0322-large.html#01:03:52.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It's not just the standalone thing. | https://karpathy.ai/lexicap/0322-large.html#01:03:52.700 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So the whole thing is really connected. | https://karpathy.ai/lexicap/0322-large.html#01:03:54.540 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So emotion is connected to language, language is connected to intelligence, and then intelligence | https://karpathy.ai/lexicap/0322-large.html#01:03:56.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | is connected to consciousness, and consciousness is connected to emotion. | https://karpathy.ai/lexicap/0322-large.html#01:04:02.140 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | The whole thing is that it's a beautiful mess. | https://karpathy.ai/lexicap/0322-large.html#01:04:05.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So can I comment on the emotions being a communication mechanism? | https://karpathy.ai/lexicap/0322-large.html#01:04:09.180 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Because I think there are two facets of our emotional experiences. | https://karpathy.ai/lexicap/0322-large.html#01:04:15.660 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | One is communication, right? | https://karpathy.ai/lexicap/0322-large.html#01:04:23.020 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like we use emotions, for example, facial expressions or other nonverbal cues to connect | https://karpathy.ai/lexicap/0322-large.html#01:04:24.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | with other human beings and with other beings in the world, right? | https://karpathy.ai/lexicap/0322-large.html#01:04:29.820 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | But even if it's not a communication context, we still experience emotions and we still | https://karpathy.ai/lexicap/0322-large.html#01:04:34.700 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | process emotions and we still leverage emotions to make decisions and to learn and, you know, | https://karpathy.ai/lexicap/0322-large.html#01:04:40.460 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | to experience life. | https://karpathy.ai/lexicap/0322-large.html#01:04:46.860 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So it isn't always just about communication. | https://karpathy.ai/lexicap/0322-large.html#01:04:47.740 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And we learned that very early on in our and kind of our work at Affectiva. | https://karpathy.ai/lexicap/0322-large.html#01:04:51.180 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | One of the very first applications we brought to market was understanding how people respond | https://karpathy.ai/lexicap/0322-large.html#01:04:56.460 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | to content, right? | https://karpathy.ai/lexicap/0322-large.html#01:05:00.700 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So if they're watching this video of ours, like, are they interested? | https://karpathy.ai/lexicap/0322-large.html#01:05:01.660 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Are they inspired? | https://karpathy.ai/lexicap/0322-large.html#01:05:04.860 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Are they bored to death? | https://karpathy.ai/lexicap/0322-large.html#01:05:05.900 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And so we watched their facial expressions and we had, we weren't sure if people would | https://karpathy.ai/lexicap/0322-large.html#01:05:07.180 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | express any emotions if they were sitting alone. | https://karpathy.ai/lexicap/0322-large.html#01:05:12.060 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Like if you're in your bed at night, watching a Netflix TV series, would we still see any | https://karpathy.ai/lexicap/0322-large.html#01:05:15.580 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | emotions on your face? | https://karpathy.ai/lexicap/0322-large.html#01:05:20.220 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And we were surprised that, yes, people still emote, even if they're alone, even if you're | https://karpathy.ai/lexicap/0322-large.html#01:05:21.420 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | in your car driving around, you're singing along the song and you're joyful, you're | https://karpathy.ai/lexicap/0322-large.html#01:05:25.660 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | smiling, you're joyful, we'll see these expressions. | https://karpathy.ai/lexicap/0322-large.html#01:05:30.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So it's not just about communicating with another person. | https://karpathy.ai/lexicap/0322-large.html#01:05:33.980 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It sometimes really isn't just about experiencing the world. | https://karpathy.ai/lexicap/0322-large.html#01:05:37.820 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And first of all, I wonder if some of that is because we develop our intelligence and | https://karpathy.ai/lexicap/0322-large.html#01:05:41.260 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | our emotional intelligence by communicating with other humans. | https://karpathy.ai/lexicap/0322-large.html#01:05:47.900 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And so when other humans disappear from the picture, we're still kind of a virtual human. | https://karpathy.ai/lexicap/0322-large.html#01:05:52.140 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | The code still runs. | https://karpathy.ai/lexicap/0322-large.html#01:05:56.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | Yeah, the code still runs, but you also kind of, you're still, there's like virtual humans. | https://karpathy.ai/lexicap/0322-large.html#01:05:57.900 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You don't have to think of it that way, but there's a kind of, when you like chuckle, | https://karpathy.ai/lexicap/0322-large.html#01:06:02.860 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | like, yeah, like you're kind of chuckling to a virtual human. | https://karpathy.ai/lexicap/0322-large.html#01:06:07.260 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | I mean, it's possible that the code has to have another human there because if you just | https://karpathy.ai/lexicap/0322-large.html#01:06:13.100 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | grew up alone, I wonder if emotion will still be there in this visual form. | https://karpathy.ai/lexicap/0322-large.html#01:06:23.340 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So yeah, I wonder, but anyway, what can you tell from the human face about what's going | https://karpathy.ai/lexicap/0322-large.html#01:06:28.540 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | on inside? | https://karpathy.ai/lexicap/0322-large.html#01:06:37.100 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So that's the problem that Effectiva first tackled, which is using computer vision, using | https://karpathy.ai/lexicap/0322-large.html#01:06:38.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | machine learning to try to detect stuff about the human face, as many things as possible | https://karpathy.ai/lexicap/0322-large.html#01:06:45.100 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | and convert them into a prediction of categories of emotion, anger, happiness, all that kind | https://karpathy.ai/lexicap/0322-large.html#01:06:50.220 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | of stuff. | https://karpathy.ai/lexicap/0322-large.html#01:06:57.900 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | How hard is that problem? | https://karpathy.ai/lexicap/0322-large.html#01:06:58.700 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It's extremely hard. | https://karpathy.ai/lexicap/0322-large.html#01:07:00.300 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | It's very, very hard because there is no one to one mapping between a facial expression | https://karpathy.ai/lexicap/0322-large.html#01:07:01.340 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | and your internal state. | https://karpathy.ai/lexicap/0322-large.html#01:07:07.180 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | There just isn't. | https://karpathy.ai/lexicap/0322-large.html#01:07:08.380 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | There's this oversimplification of the problem where it's something like, if you are smiling, | https://karpathy.ai/lexicap/0322-large.html#01:07:09.340 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | then you're happy. | https://karpathy.ai/lexicap/0322-large.html#01:07:14.220 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | If you do a brow furrow, then you're angry. | https://karpathy.ai/lexicap/0322-large.html#01:07:15.180 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | If you do an eyebrow raise, then you're surprised. | https://karpathy.ai/lexicap/0322-large.html#01:07:17.340 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | And just think about it for a moment. | https://karpathy.ai/lexicap/0322-large.html#01:07:19.500 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You could be smiling for a whole host of reasons. | https://karpathy.ai/lexicap/0322-large.html#01:07:22.140 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You could also be happy and not be smiling, right? | https://karpathy.ai/lexicap/0322-large.html#01:07:24.940 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | You could furrow your eyebrows because you're angry or you're confused about something or | https://karpathy.ai/lexicap/0322-large.html#01:07:28.700 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | you're constipated. | https://karpathy.ai/lexicap/0322-large.html#01:07:34.220 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So I think this oversimplistic approach to inferring emotion from a facial expression | https://karpathy.ai/lexicap/0322-large.html#01:07:37.100 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | is really dangerous. | https://karpathy.ai/lexicap/0322-large.html#01:07:41.820 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | The solution is to incorporate as many contextual signals as you can, right? | https://karpathy.ai/lexicap/0322-large.html#01:07:42.780 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | So if, for example, I'm driving a car and you can see me like nodding my head and my | https://karpathy.ai/lexicap/0322-large.html#01:07:48.700 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | eyes are closed and the blinking rate is changing, I'm probably falling asleep at the wheel, | https://karpathy.ai/lexicap/0322-large.html#01:07:55.100 |
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322 | right? | https://karpathy.ai/lexicap/0322-large.html#01:08:00.460 |
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