episode stringlengths 45 100 | text stringlengths 1 528 | timestamp_link stringlengths 56 56 |
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Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | It's very conserved across species, something | https://karpathy.ai/lexicap/0013-large.html#00:53:53.120 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | that evolution discovered early. | https://karpathy.ai/lexicap/0013-large.html#00:53:56.160 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | It may be the reason why babies tend | https://karpathy.ai/lexicap/0013-large.html#00:53:59.040 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | to look in the first few days to moving objects | https://karpathy.ai/lexicap/0013-large.html#00:54:01.480 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and not to not moving objects. | https://karpathy.ai/lexicap/0013-large.html#00:54:06.160 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Now, moving objects means, OK, they're attracted by motion. | https://karpathy.ai/lexicap/0013-large.html#00:54:08.320 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | But motion also means that motion | https://karpathy.ai/lexicap/0013-large.html#00:54:12.200 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | gives automatic segmentation from the background. | https://karpathy.ai/lexicap/0013-large.html#00:54:15.480 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | So because of motion boundaries, either the object | https://karpathy.ai/lexicap/0013-large.html#00:54:20.560 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | is moving or the eye of the baby is tracking the moving object | https://karpathy.ai/lexicap/0013-large.html#00:54:25.360 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and the background is moving, right? | https://karpathy.ai/lexicap/0013-large.html#00:54:30.600 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Yeah, so just purely on the visual characteristics | https://karpathy.ai/lexicap/0013-large.html#00:54:32.800 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | of the scene, that seems to be the most useful. | https://karpathy.ai/lexicap/0013-large.html#00:54:36.040 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Right, so it's like looking at an object without background. | https://karpathy.ai/lexicap/0013-large.html#00:54:37.920 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | It's ideal for learning the object. | https://karpathy.ai/lexicap/0013-large.html#00:54:43.960 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Otherwise, it's really difficult because you | https://karpathy.ai/lexicap/0013-large.html#00:54:45.760 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | have so much stuff. | https://karpathy.ai/lexicap/0013-large.html#00:54:48.760 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | So suppose you do this at the beginning, first weeks. | https://karpathy.ai/lexicap/0013-large.html#00:54:50.440 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Then after that, you can recognize object. | https://karpathy.ai/lexicap/0013-large.html#00:54:55.120 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Now they are imprinted, the number one, | https://karpathy.ai/lexicap/0013-large.html#00:54:58.560 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | even in the background, even without motion. | https://karpathy.ai/lexicap/0013-large.html#00:55:02.160 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | So that's, by the way, I just want | https://karpathy.ai/lexicap/0013-large.html#00:55:05.800 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | to ask on the object recognition problem. | https://karpathy.ai/lexicap/0013-large.html#00:55:08.160 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | So there is this being responsive to movement | https://karpathy.ai/lexicap/0013-large.html#00:55:10.920 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and doing edge detection, essentially. | https://karpathy.ai/lexicap/0013-large.html#00:55:13.960 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | What's the gap between being effective at visually | https://karpathy.ai/lexicap/0013-large.html#00:55:16.760 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | recognizing stuff, detecting where it is, | https://karpathy.ai/lexicap/0013-large.html#00:55:21.600 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and understanding the scene? | https://karpathy.ai/lexicap/0013-large.html#00:55:24.560 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Is this a huge gap in many layers, or is it close? | https://karpathy.ai/lexicap/0013-large.html#00:55:27.640 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | No, I think that's a huge gap. | https://karpathy.ai/lexicap/0013-large.html#00:55:32.960 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | I think present algorithm with all the success that we have | https://karpathy.ai/lexicap/0013-large.html#00:55:35.120 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and the fact that there are a lot of very useful, | https://karpathy.ai/lexicap/0013-large.html#00:55:42.040 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | I think we are in a golden age for applications | https://karpathy.ai/lexicap/0013-large.html#00:55:45.120 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | of low level vision and low level speech recognition | https://karpathy.ai/lexicap/0013-large.html#00:55:48.440 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and so on, Alexa and so on. | https://karpathy.ai/lexicap/0013-large.html#00:55:53.720 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | There are many more things of similar level | https://karpathy.ai/lexicap/0013-large.html#00:55:56.800 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | to be done, including medical diagnosis and so on. | https://karpathy.ai/lexicap/0013-large.html#00:55:58.840 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | But we are far from what we call understanding | https://karpathy.ai/lexicap/0013-large.html#00:56:02.040 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | of a scene, of language, of actions, of people. | https://karpathy.ai/lexicap/0013-large.html#00:56:05.600 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | That is, despite the claims, that's, I think, very far. | https://karpathy.ai/lexicap/0013-large.html#00:56:11.960 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | We're a little bit off. | https://karpathy.ai/lexicap/0013-large.html#00:56:18.480 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | So in popular culture and among many researchers, | https://karpathy.ai/lexicap/0013-large.html#00:56:19.560 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | some of which I've spoken with, the Stuart Russell | https://karpathy.ai/lexicap/0013-large.html#00:56:23.160 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and Elon Musk, in and out of the AI field, | https://karpathy.ai/lexicap/0013-large.html#00:56:25.640 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | there's a concern about the existential threat of AI. | https://karpathy.ai/lexicap/0013-large.html#00:56:30.920 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | And how do you think about this concern? | https://karpathy.ai/lexicap/0013-large.html#00:56:34.520 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | And is it valuable to think about large scale, long term, | https://karpathy.ai/lexicap/0013-large.html#00:56:40.000 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | unintended consequences of intelligent systems | https://karpathy.ai/lexicap/0013-large.html#00:56:45.560 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | we try to build? | https://karpathy.ai/lexicap/0013-large.html#00:56:50.360 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | I always think it's better to worry first, early, | https://karpathy.ai/lexicap/0013-large.html#00:56:51.440 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | rather than late. | https://karpathy.ai/lexicap/0013-large.html#00:56:56.000 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | So worry is good. | https://karpathy.ai/lexicap/0013-large.html#00:56:58.640 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Yeah. | https://karpathy.ai/lexicap/0013-large.html#00:56:59.640 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | I'm not against worrying at all. | https://karpathy.ai/lexicap/0013-large.html#00:57:00.400 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Personally, I think that it will take a long time | https://karpathy.ai/lexicap/0013-large.html#00:57:03.000 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | before there is real reason to be worried. | https://karpathy.ai/lexicap/0013-large.html#00:57:09.520 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | But as I said, I think it's good to put in place | https://karpathy.ai/lexicap/0013-large.html#00:57:15.920 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and think about possible safety against. | https://karpathy.ai/lexicap/0013-large.html#00:57:19.440 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | What I find a bit misleading are things | https://karpathy.ai/lexicap/0013-large.html#00:57:24.360 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | like that have been said by people I know, like Elon Musk, | https://karpathy.ai/lexicap/0013-large.html#00:57:27.360 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and what is Bostrom in particular, | https://karpathy.ai/lexicap/0013-large.html#00:57:31.480 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and what is his first name? | https://karpathy.ai/lexicap/0013-large.html#00:57:35.240 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Nick Bostrom. | https://karpathy.ai/lexicap/0013-large.html#00:57:36.800 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Nick Bostrom, right. | https://karpathy.ai/lexicap/0013-large.html#00:57:37.400 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | And a couple of other people that, for instance, AI | https://karpathy.ai/lexicap/0013-large.html#00:57:40.120 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | is more dangerous than nuclear weapons. | https://karpathy.ai/lexicap/0013-large.html#00:57:44.080 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | I think that's really wrong. | https://karpathy.ai/lexicap/0013-large.html#00:57:46.880 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | That can be misleading. | https://karpathy.ai/lexicap/0013-large.html#00:57:50.400 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Because in terms of priority, we should still | https://karpathy.ai/lexicap/0013-large.html#00:57:52.680 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | be more worried about nuclear weapons | https://karpathy.ai/lexicap/0013-large.html#00:57:56.440 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and what people are doing about it and so on than AI. | https://karpathy.ai/lexicap/0013-large.html#00:57:59.480 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | And you've spoken about Demis Hassabis | https://karpathy.ai/lexicap/0013-large.html#00:58:05.600 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | and yourself saying that you think | https://karpathy.ai/lexicap/0013-large.html#00:58:09.920 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | you'll be about 100 years out before we | https://karpathy.ai/lexicap/0013-large.html#00:58:12.840 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | have a general intelligence system that's | https://karpathy.ai/lexicap/0013-large.html#00:58:16.440 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | on par with a human being. | https://karpathy.ai/lexicap/0013-large.html#00:58:18.920 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Do you have any updates for those predictions? | https://karpathy.ai/lexicap/0013-large.html#00:58:20.600 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Well, I think he said. | https://karpathy.ai/lexicap/0013-large.html#00:58:22.520 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | He said 20, I think. | https://karpathy.ai/lexicap/0013-large.html#00:58:24.080 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | He said 20, right. | https://karpathy.ai/lexicap/0013-large.html#00:58:25.080 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | This was a couple of years ago. | https://karpathy.ai/lexicap/0013-large.html#00:58:26.200 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | I have not asked him again. | https://karpathy.ai/lexicap/0013-large.html#00:58:27.680 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | So should I have? | https://karpathy.ai/lexicap/0013-large.html#00:58:29.160 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Your own prediction, what's your prediction | https://karpathy.ai/lexicap/0013-large.html#00:58:31.480 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | about when you'll be truly surprised? | https://karpathy.ai/lexicap/0013-large.html#00:58:36.000 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | And what's the confidence interval on that? | https://karpathy.ai/lexicap/0013-large.html#00:58:38.880 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | It's so difficult to predict the future and even | https://karpathy.ai/lexicap/0013-large.html#00:58:43.000 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | the present sometimes. | https://karpathy.ai/lexicap/0013-large.html#00:58:45.760 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | It's pretty hard to predict. | https://karpathy.ai/lexicap/0013-large.html#00:58:47.120 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | But I would be, as I said, this is completely, | https://karpathy.ai/lexicap/0013-large.html#00:58:48.480 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | I would be more like Rod Brooks. | https://karpathy.ai/lexicap/0013-large.html#00:58:53.360 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | I think he's about 200 years. | https://karpathy.ai/lexicap/0013-large.html#00:58:56.960 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | 200 years. | https://karpathy.ai/lexicap/0013-large.html#00:58:58.960 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | When we have this kind of AGI system, | https://karpathy.ai/lexicap/0013-large.html#00:59:01.560 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | artificial general intelligence system, | https://karpathy.ai/lexicap/0013-large.html#00:59:04.880 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | you're sitting in a room with her, him, it. | https://karpathy.ai/lexicap/0013-large.html#00:59:06.920 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Do you think the underlying design of such a system | https://karpathy.ai/lexicap/0013-large.html#00:59:12.840 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | is something we'll be able to understand? | https://karpathy.ai/lexicap/0013-large.html#00:59:17.120 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | It will be simple? | https://karpathy.ai/lexicap/0013-large.html#00:59:19.080 |
Tomaso Poggio: Brains, Minds, and Machines | Lex Fridman Podcast #13 | Do you think it'll be explainable, | https://karpathy.ai/lexicap/0013-large.html#00:59:20.480 |
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