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Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | isn't something you can measure by this one number | https://karpathy.ai/lexicap/0001-large.html#00:27:34.320 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | or some overall goodness. | https://karpathy.ai/lexicap/0001-large.html#00:27:36.680 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | No, no. | https://karpathy.ai/lexicap/0001-large.html#00:27:37.960 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | There are some people who are more better at this. | https://karpathy.ai/lexicap/0001-large.html#00:27:38.800 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | Some people are better than that. | https://karpathy.ai/lexicap/0001-large.html#00:27:40.320 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | Right now we have machines that are much better than us | https://karpathy.ai/lexicap/0001-large.html#00:27:42.360 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | at some very narrow tasks like multiplying large numbers | https://karpathy.ai/lexicap/0001-large.html#00:27:45.440 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | fast, memorizing large databases, playing chess | https://karpathy.ai/lexicap/0001-large.html#00:27:49.040 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | playing go and soon driving cars. | https://karpathy.ai/lexicap/0001-large.html#00:27:53.200 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | But there's still no machine that can match | https://karpathy.ai/lexicap/0001-large.html#00:27:57.480 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | a human child in general intelligence | https://karpathy.ai/lexicap/0001-large.html#00:28:00.080 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | but artificial general intelligence, AGI | https://karpathy.ai/lexicap/0001-large.html#00:28:02.720 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | the name of your course, of course | https://karpathy.ai/lexicap/0001-large.html#00:28:05.720 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | that is by its very definition, the quest | https://karpathy.ai/lexicap/0001-large.html#00:28:07.880 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | to build a machine that can do everything | https://karpathy.ai/lexicap/0001-large.html#00:28:13.400 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | as well as we can. | https://karpathy.ai/lexicap/0001-large.html#00:28:16.000 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So the old Holy grail of AI from back to its inception | https://karpathy.ai/lexicap/0001-large.html#00:28:17.800 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | in the sixties, if that ever happens, of course | https://karpathy.ai/lexicap/0001-large.html#00:28:21.960 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | I think it's going to be the biggest transition | https://karpathy.ai/lexicap/0001-large.html#00:28:25.560 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | in the history of life on earth | https://karpathy.ai/lexicap/0001-large.html#00:28:27.320 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | but it doesn't necessarily have to wait the big impact | https://karpathy.ai/lexicap/0001-large.html#00:28:29.040 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | until machines are better than us at knitting | https://karpathy.ai/lexicap/0001-large.html#00:28:33.200 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | that the really big change doesn't come exactly | https://karpathy.ai/lexicap/0001-large.html#00:28:35.400 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | at the moment they're better than us at everything. | https://karpathy.ai/lexicap/0001-large.html#00:28:39.160 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | The really big change comes first | https://karpathy.ai/lexicap/0001-large.html#00:28:41.800 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | there are big changes when they start becoming better | https://karpathy.ai/lexicap/0001-large.html#00:28:44.120 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | at us at doing most of the jobs that we do | https://karpathy.ai/lexicap/0001-large.html#00:28:45.840 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | because that takes away much of the demand | https://karpathy.ai/lexicap/0001-large.html#00:28:48.800 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | for human labor. | https://karpathy.ai/lexicap/0001-large.html#00:28:51.160 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | And then the really whopping change comes | https://karpathy.ai/lexicap/0001-large.html#00:28:53.200 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | when they become better than us at AI research, right? | https://karpathy.ai/lexicap/0001-large.html#00:28:55.640 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | Because right now the timescale of AI research | https://karpathy.ai/lexicap/0001-large.html#00:29:01.040 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | is limited by the human research and development cycle | https://karpathy.ai/lexicap/0001-large.html#00:29:03.760 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | of years typically, you know | https://karpathy.ai/lexicap/0001-large.html#00:29:08.400 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | how long does it take from one release of some software | https://karpathy.ai/lexicap/0001-large.html#00:29:10.160 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | or iPhone or whatever to the next? | https://karpathy.ai/lexicap/0001-large.html#00:29:13.480 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | But once Google can replace 40,000 engineers | https://karpathy.ai/lexicap/0001-large.html#00:29:15.720 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | by 40,000 equivalent pieces of software or whatever | https://karpathy.ai/lexicap/0001-large.html#00:29:20.920 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | but then there's no reason that has to be years | https://karpathy.ai/lexicap/0001-large.html#00:29:26.400 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | it can be in principle much faster | https://karpathy.ai/lexicap/0001-large.html#00:29:29.680 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | and the timescale of future progress in AI | https://karpathy.ai/lexicap/0001-large.html#00:29:31.840 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | and all of science and technology will be driven | https://karpathy.ai/lexicap/0001-large.html#00:29:36.040 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | by machines, not humans. | https://karpathy.ai/lexicap/0001-large.html#00:29:39.320 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So it's this simple point which gives right | https://karpathy.ai/lexicap/0001-large.html#00:29:40.960 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | this incredibly fun controversy | https://karpathy.ai/lexicap/0001-large.html#00:29:46.520 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | about whether there can be intelligence explosion | https://karpathy.ai/lexicap/0001-large.html#00:29:48.720 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | so called singularity as Werner Vinge called it. | https://karpathy.ai/lexicap/0001-large.html#00:29:51.880 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | Now the idea is articulated by I.J. Good | https://karpathy.ai/lexicap/0001-large.html#00:29:54.400 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | is obviously way back fifties | https://karpathy.ai/lexicap/0001-large.html#00:29:57.040 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | but you can see Alan Turing | https://karpathy.ai/lexicap/0001-large.html#00:29:59.480 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | and others thought about it even earlier. | https://karpathy.ai/lexicap/0001-large.html#00:30:01.040 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So you asked me what exactly would I define | https://karpathy.ai/lexicap/0001-large.html#00:30:06.920 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | human level intelligence, yeah. | https://karpathy.ai/lexicap/0001-large.html#00:30:10.080 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So the glib answer is to say something | https://karpathy.ai/lexicap/0001-large.html#00:30:12.800 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | which is better than us at all cognitive tasks | https://karpathy.ai/lexicap/0001-large.html#00:30:15.680 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | with a better than any human at all cognitive tasks | https://karpathy.ai/lexicap/0001-large.html#00:30:18.520 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | but the really interesting bar | https://karpathy.ai/lexicap/0001-large.html#00:30:21.800 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | I think goes a little bit lower than that actually. | https://karpathy.ai/lexicap/0001-large.html#00:30:23.080 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | It's when they can, when they're better than us | https://karpathy.ai/lexicap/0001-large.html#00:30:25.760 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | at AI programming and general learning | https://karpathy.ai/lexicap/0001-large.html#00:30:27.920 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | so that they can if they want to get better | https://karpathy.ai/lexicap/0001-large.html#00:30:31.760 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | than us at anything by just studying. | https://karpathy.ai/lexicap/0001-large.html#00:30:35.360 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So they're better is a key word and better is towards | https://karpathy.ai/lexicap/0001-large.html#00:30:37.240 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | this kind of spectrum of the complexity of goals | https://karpathy.ai/lexicap/0001-large.html#00:30:40.560 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | it's able to accomplish. | https://karpathy.ai/lexicap/0001-large.html#00:30:44.120 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So another way to, and that's certainly | https://karpathy.ai/lexicap/0001-large.html#00:30:45.680 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | a very clear definition of human love. | https://karpathy.ai/lexicap/0001-large.html#00:30:50.360 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So there's, it's almost like a sea that's rising | https://karpathy.ai/lexicap/0001-large.html#00:30:53.040 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | you can do more and more and more things | https://karpathy.ai/lexicap/0001-large.html#00:30:55.240 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | it's a geographic that you show | https://karpathy.ai/lexicap/0001-large.html#00:30:56.800 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | it's really nice way to put it. | https://karpathy.ai/lexicap/0001-large.html#00:30:58.640 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So there's some peaks that | https://karpathy.ai/lexicap/0001-large.html#00:30:59.880 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | and there's an ocean level elevating | https://karpathy.ai/lexicap/0001-large.html#00:31:01.560 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | and you solve more and more problems | https://karpathy.ai/lexicap/0001-large.html#00:31:03.280 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | but just kind of to take a pause | https://karpathy.ai/lexicap/0001-large.html#00:31:04.800 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | and we took a bunch of questions | https://karpathy.ai/lexicap/0001-large.html#00:31:07.720 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | and a lot of social networks | https://karpathy.ai/lexicap/0001-large.html#00:31:09.000 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | and a bunch of people asked | https://karpathy.ai/lexicap/0001-large.html#00:31:10.240 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | a sort of a slightly different direction | https://karpathy.ai/lexicap/0001-large.html#00:31:11.720 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | on creativity and things that perhaps aren't a peak. | https://karpathy.ai/lexicap/0001-large.html#00:31:14.480 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | Human beings are flawed | https://karpathy.ai/lexicap/0001-large.html#00:31:23.560 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | and perhaps better means having contradiction | https://karpathy.ai/lexicap/0001-large.html#00:31:24.720 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | being flawed in some way. | https://karpathy.ai/lexicap/0001-large.html#00:31:28.720 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So let me sort of start easy, first of all. | https://karpathy.ai/lexicap/0001-large.html#00:31:30.200 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So you have a lot of cool equations. | https://karpathy.ai/lexicap/0001-large.html#00:31:34.960 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | Let me ask, what's your favorite equation, first of all? | https://karpathy.ai/lexicap/0001-large.html#00:31:36.600 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | I know they're all like your children, but like | https://karpathy.ai/lexicap/0001-large.html#00:31:39.760 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | which one is that? | https://karpathy.ai/lexicap/0001-large.html#00:31:42.760 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | This is the shirt in your equation. | https://karpathy.ai/lexicap/0001-large.html#00:31:43.680 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | It's the master key of quantum mechanics | https://karpathy.ai/lexicap/0001-large.html#00:31:45.560 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | of the micro world. | https://karpathy.ai/lexicap/0001-large.html#00:31:48.640 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So this equation will protect everything | https://karpathy.ai/lexicap/0001-large.html#00:31:49.880 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | to do with atoms, molecules and all the way up. | https://karpathy.ai/lexicap/0001-large.html#00:31:52.800 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | Right? | https://karpathy.ai/lexicap/0001-large.html#00:31:55.840 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | Yeah, so, okay. | https://karpathy.ai/lexicap/0001-large.html#00:31:58.560 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So quantum mechanics is certainly a beautiful | https://karpathy.ai/lexicap/0001-large.html#00:31:59.760 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | mysterious formulation of our world. | https://karpathy.ai/lexicap/0001-large.html#00:32:02.080 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | So I'd like to sort of ask you, just as an example | https://karpathy.ai/lexicap/0001-large.html#00:32:05.160 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | it perhaps doesn't have the same beauty as physics does | https://karpathy.ai/lexicap/0001-large.html#00:32:08.760 |
Max Tegmark: Life 3.0 | Lex Fridman Podcast #1 | but in mathematics abstract, the Andrew Wiles | https://karpathy.ai/lexicap/0001-large.html#00:32:12.160 |