episode stringlengths 45 100 | text stringlengths 1 528 | timestamp_link stringlengths 56 56 |
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Guido van Rossum: Python | Lex Fridman Podcast #6 | humans around them are going to do, or at least they have a model of what those humans | https://karpathy.ai/lexicap/0006-large.html#00:30:07.340 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | are going to do and they learn. | https://karpathy.ai/lexicap/0006-large.html#00:30:11.400 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | Some dogs know when you're going out and they want to go out with you, they're sad when | https://karpathy.ai/lexicap/0006-large.html#00:30:14.160 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | you leave them alone, they cry, they're afraid because they were mistreated when they were | https://karpathy.ai/lexicap/0006-large.html#00:30:19.060 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | younger. | https://karpathy.ai/lexicap/0006-large.html#00:30:26.080 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | We don't assign sort of consciousness to dogs, or at least not all that much, but I also | https://karpathy.ai/lexicap/0006-large.html#00:30:31.040 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | don't think they have none of that. | https://karpathy.ai/lexicap/0006-large.html#00:30:39.280 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | So I think it's consciousness and intelligence are not all or nothing. | https://karpathy.ai/lexicap/0006-large.html#00:30:42.500 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | The spectrum is really interesting. | https://karpathy.ai/lexicap/0006-large.html#00:30:50.360 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | But in returning to programming languages and the way we think about building these | https://karpathy.ai/lexicap/0006-large.html#00:30:52.780 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | kinds of things, about building intelligence, building consciousness, building artificial | https://karpathy.ai/lexicap/0006-large.html#00:30:58.760 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | beings. | https://karpathy.ai/lexicap/0006-large.html#00:31:03.260 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | So I think one of the exciting ideas came in the 17th century and with Leibniz, Hobbes, | https://karpathy.ai/lexicap/0006-large.html#00:31:04.260 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | Descartes, where there's this feeling that you can convert all thought, all reasoning, | https://karpathy.ai/lexicap/0006-large.html#00:31:10.920 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | all the thing that we find very special in our brains, you can convert all of that into | https://karpathy.ai/lexicap/0006-large.html#00:31:18.520 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | logic. | https://karpathy.ai/lexicap/0006-large.html#00:31:24.480 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | So you can formalize it, formal reasoning, and then once you formalize everything, all | https://karpathy.ai/lexicap/0006-large.html#00:31:25.480 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | of knowledge, then you can just calculate and that's what we're doing with our brains | https://karpathy.ai/lexicap/0006-large.html#00:31:30.400 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | is we're calculating. | https://karpathy.ai/lexicap/0006-large.html#00:31:34.400 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | So there's this whole idea that this is possible, that this we can actually program. | https://karpathy.ai/lexicap/0006-large.html#00:31:35.400 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | But they weren't aware of the concept of pattern matching in the sense that we are aware of | https://karpathy.ai/lexicap/0006-large.html#00:31:40.240 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | it now. | https://karpathy.ai/lexicap/0006-large.html#00:31:46.520 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | They sort of thought they had discovered incredible bits of mathematics like Newton's calculus | https://karpathy.ai/lexicap/0006-large.html#00:31:47.640 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | and their sort of idealism, their sort of extension of what they could do with logic | https://karpathy.ai/lexicap/0006-large.html#00:31:57.640 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | and math sort of went along those lines and they thought there's like, yeah, logic. | https://karpathy.ai/lexicap/0006-large.html#00:32:06.840 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | There's like a bunch of rules and a bunch of input. | https://karpathy.ai/lexicap/0006-large.html#00:32:18.000 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | They didn't realize that how you recognize a face is not just a bunch of rules but is | https://karpathy.ai/lexicap/0006-large.html#00:32:22.020 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | a shit ton of data plus a circuit that sort of interprets the visual clues and the context | https://karpathy.ai/lexicap/0006-large.html#00:32:28.600 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | and everything else and somehow can massively parallel pattern match against stored rules. | https://karpathy.ai/lexicap/0006-large.html#00:32:39.160 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | I mean, if I see you tomorrow here in front of the Dropbox office, I might recognize you. | https://karpathy.ai/lexicap/0006-large.html#00:32:49.400 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | Even if I'm wearing a different shirt, yeah, but if I see you tomorrow in a coffee shop | https://karpathy.ai/lexicap/0006-large.html#00:32:56.320 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | in Belmont, I might have no idea that it was you or on the beach or whatever. | https://karpathy.ai/lexicap/0006-large.html#00:33:01.320 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | I make those kind of mistakes myself all the time. | https://karpathy.ai/lexicap/0006-large.html#00:33:06.640 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | I see someone that I only know as like, oh, this person is a colleague of my wife's and | https://karpathy.ai/lexicap/0006-large.html#00:33:10.160 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | then I see them at the movies and I didn't recognize them. | https://karpathy.ai/lexicap/0006-large.html#00:33:16.320 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | But do you see those, you call it pattern matching, do you see that rules is unable | https://karpathy.ai/lexicap/0006-large.html#00:33:20.860 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | to encode that? | https://karpathy.ai/lexicap/0006-large.html#00:33:29.320 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | Everything you see, all the pieces of information you look around this room, I'm wearing a black | https://karpathy.ai/lexicap/0006-large.html#00:33:32.380 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | shirt, I have a certain height, I'm a human, all these, there's probably tens of thousands | https://karpathy.ai/lexicap/0006-large.html#00:33:36.320 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | of facts you pick up moment by moment about this scene. | https://karpathy.ai/lexicap/0006-large.html#00:33:41.720 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | You take them for granted and you aggregate them together to understand the scene. | https://karpathy.ai/lexicap/0006-large.html#00:33:45.680 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | You don't think all of that could be encoded to where at the end of the day, you can just | https://karpathy.ai/lexicap/0006-large.html#00:33:50.000 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | put it all on the table and calculate? | https://karpathy.ai/lexicap/0006-large.html#00:33:53.800 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | I don't know what that means. | https://karpathy.ai/lexicap/0006-large.html#00:33:57.440 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | I mean, yes, in the sense that there is no actual magic there, but there are enough layers | https://karpathy.ai/lexicap/0006-large.html#00:33:58.840 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | of abstraction from the facts as they enter my eyes and my ears to the understanding of | https://karpathy.ai/lexicap/0006-large.html#00:34:08.680 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | the scene that I don't think that AI has really covered enough of that distance. | https://karpathy.ai/lexicap/0006-large.html#00:34:17.640 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | It's like if you take a human body and you realize it's built out of atoms, well, that | https://karpathy.ai/lexicap/0006-large.html#00:34:29.240 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | is a uselessly reductionist view, right? | https://karpathy.ai/lexicap/0006-large.html#00:34:37.800 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | The body is built out of organs, the organs are built out of cells, the cells are built | https://karpathy.ai/lexicap/0006-large.html#00:34:41.960 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | out of proteins, the proteins are built out of amino acids, the amino acids are built | https://karpathy.ai/lexicap/0006-large.html#00:34:46.380 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | out of atoms and then you get to quantum mechanics. | https://karpathy.ai/lexicap/0006-large.html#00:34:53.240 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | So that's a very pragmatic view. | https://karpathy.ai/lexicap/0006-large.html#00:34:58.040 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | I mean, obviously as an engineer, I agree with that kind of view, but you also have | https://karpathy.ai/lexicap/0006-large.html#00:34:59.920 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | to consider the Sam Harris view of, well, intelligence is just information processing. | https://karpathy.ai/lexicap/0006-large.html#00:35:03.720 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | Like you said, you take in sensory information, you do some stuff with it and you come up | https://karpathy.ai/lexicap/0006-large.html#00:35:13.160 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | with actions that are intelligent. | https://karpathy.ai/lexicap/0006-large.html#00:35:17.320 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | That makes it sound so easy. | https://karpathy.ai/lexicap/0006-large.html#00:35:20.760 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | I don't know who Sam Harris is. | https://karpathy.ai/lexicap/0006-large.html#00:35:22.480 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | Oh, well, it's a philosopher. | https://karpathy.ai/lexicap/0006-large.html#00:35:24.280 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | So like this is how philosophers often think, right? | https://karpathy.ai/lexicap/0006-large.html#00:35:26.400 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | And essentially that's what Descartes was, is wait a minute, if there is, like you said, | https://karpathy.ai/lexicap/0006-large.html#00:35:29.680 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | no magic, so he basically says it doesn't appear like there's any magic, but we know | https://karpathy.ai/lexicap/0006-large.html#00:35:33.760 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | so little about it that it might as well be magic. | https://karpathy.ai/lexicap/0006-large.html#00:35:39.320 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | So just because we know that we're made of atoms, just because we know we're made | https://karpathy.ai/lexicap/0006-large.html#00:35:44.280 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | of organs, the fact that we know very little how to get from the atoms to organs in a way | https://karpathy.ai/lexicap/0006-large.html#00:35:47.800 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | that's recreatable means that you shouldn't get too excited just yet about the fact that | https://karpathy.ai/lexicap/0006-large.html#00:35:53.280 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | you figured out that we're made of atoms. | https://karpathy.ai/lexicap/0006-large.html#00:36:00.400 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | Right, and the same about taking facts as our sensory organs take them in and turning | https://karpathy.ai/lexicap/0006-large.html#00:36:02.240 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | that into reasons and actions, that sort of, there are a lot of abstractions that we haven't | https://karpathy.ai/lexicap/0006-large.html#00:36:11.920 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | quite figured out how to deal with those. | https://karpathy.ai/lexicap/0006-large.html#00:36:19.820 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | I mean, sometimes, I don't know if I can go on a tangent or not, so if I take a simple | https://karpathy.ai/lexicap/0006-large.html#00:36:23.960 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | program that parses, say I have a compiler that parses a program, in a sense the input | https://karpathy.ai/lexicap/0006-large.html#00:36:37.440 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | routine of that compiler, of that parser, is a sensing organ, and it builds up a mighty | https://karpathy.ai/lexicap/0006-large.html#00:36:45.640 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | complicated internal representation of the program it just saw, it doesn't just have | https://karpathy.ai/lexicap/0006-large.html#00:36:55.640 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | a linear sequence of bytes representing the text of the program anymore, it has an abstract | https://karpathy.ai/lexicap/0006-large.html#00:37:01.960 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | syntax tree, and I don't know how many of your viewers or listeners are familiar with | https://karpathy.ai/lexicap/0006-large.html#00:37:08.200 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | compiler technology, but there's… | https://karpathy.ai/lexicap/0006-large.html#00:37:15.480 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | Fewer and fewer these days, right? | https://karpathy.ai/lexicap/0006-large.html#00:37:18.680 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | That's also true, probably. | https://karpathy.ai/lexicap/0006-large.html#00:37:21.880 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | People want to take a shortcut, but there's sort of, this abstraction is a data structure | https://karpathy.ai/lexicap/0006-large.html#00:37:24.920 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | that the compiler then uses to produce outputs that is relevant, like a translation of that | https://karpathy.ai/lexicap/0006-large.html#00:37:30.360 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | program to machine code that can be executed by hardware, and then that data structure | https://karpathy.ai/lexicap/0006-large.html#00:37:37.480 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | gets thrown away. | https://karpathy.ai/lexicap/0006-large.html#00:37:47.880 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | When a fish or a fly sees, sort of gets visual impulses, I'm sure it also builds up some | https://karpathy.ai/lexicap/0006-large.html#00:37:50.600 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | data structure, and for the fly that may be very minimal, a fly may have only a few, I | https://karpathy.ai/lexicap/0006-large.html#00:38:02.560 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | mean, in the case of a fly's brain, I could imagine that there are few enough layers of | https://karpathy.ai/lexicap/0006-large.html#00:38:10.000 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | abstraction that it's not much more than when it's darker here than it is here, well | https://karpathy.ai/lexicap/0006-large.html#00:38:17.680 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | it can sense motion, because a fly sort of responds when you move your arm towards it, | https://karpathy.ai/lexicap/0006-large.html#00:38:24.040 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | so clearly its visual processing is intelligent, well, not intelligent, but it has an abstraction | https://karpathy.ai/lexicap/0006-large.html#00:38:29.880 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | for motion, and we still have similar things in, but much more complicated in our brains, | https://karpathy.ai/lexicap/0006-large.html#00:38:39.240 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | I mean, otherwise you couldn't drive a car if you couldn't, if you didn't have an | https://karpathy.ai/lexicap/0006-large.html#00:38:46.440 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | incredibly good abstraction for motion. | https://karpathy.ai/lexicap/0006-large.html#00:38:50.400 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | Yeah, in some sense, the same abstraction for motion is probably one of the primary | https://karpathy.ai/lexicap/0006-large.html#00:38:53.480 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | sources of our, of information for us, we just know what to do, I think we know what | https://karpathy.ai/lexicap/0006-large.html#00:38:59.160 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | to do with that, we've built up other abstractions on top. | https://karpathy.ai/lexicap/0006-large.html#00:39:05.080 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | We build much more complicated data structures based on that, and we build more persistent | https://karpathy.ai/lexicap/0006-large.html#00:39:08.280 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | data structures, sort of after some processing, some information sort of gets stored in our | https://karpathy.ai/lexicap/0006-large.html#00:39:14.120 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | memory pretty much permanently, and is available on recall, I mean, there are some things that | https://karpathy.ai/lexicap/0006-large.html#00:39:20.320 |
Guido van Rossum: Python | Lex Fridman Podcast #6 | you sort of, you're conscious that you're remembering it, like, you give me your phone | https://karpathy.ai/lexicap/0006-large.html#00:39:27.240 |
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