episode stringlengths 45 100 | text stringlengths 1 528 | timestamp_link stringlengths 56 56 |
|---|---|---|
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | No, because that's the nature of power play that | https://karpathy.ai/lexicap/0011-large.html#00:34:47.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | it's always trying to break its current | https://karpathy.ai/lexicap/0011-large.html#00:34:50.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | generalization abilities by coming up with a new | https://karpathy.ai/lexicap/0011-large.html#00:34:53.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | problem which is beyond the current horizon. | https://karpathy.ai/lexicap/0011-large.html#00:34:57.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Just shifting the horizon of knowledge a little | https://karpathy.ai/lexicap/0011-large.html#00:35:00.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | bit out there, breaking the existing rules such | https://karpathy.ai/lexicap/0011-large.html#00:35:04.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | that the new thing becomes solvable but wasn't | https://karpathy.ai/lexicap/0011-large.html#00:35:08.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | solvable by the old thing. | https://karpathy.ai/lexicap/0011-large.html#00:35:11.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So like adding a new axiom like what Gödel did | https://karpathy.ai/lexicap/0011-large.html#00:35:13.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | when he came up with these new sentences, new | https://karpathy.ai/lexicap/0011-large.html#00:35:17.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | theorems that didn't have a proof in the formal | https://karpathy.ai/lexicap/0011-large.html#00:35:21.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | system which means you can add them to the | https://karpathy.ai/lexicap/0011-large.html#00:35:23.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | repertoire hoping that they are not going to | https://karpathy.ai/lexicap/0011-large.html#00:35:25.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | damage the consistency of the whole thing. | https://karpathy.ai/lexicap/0011-large.html#00:35:31.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So in the paper with the amazing title, | https://karpathy.ai/lexicap/0011-large.html#00:35:35.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Formal Theory of Creativity, Fun and Intrinsic | https://karpathy.ai/lexicap/0011-large.html#00:35:39.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Motivation, you talk about discovery as intrinsic | https://karpathy.ai/lexicap/0011-large.html#00:35:43.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | reward, so if you view humans as intelligent | https://karpathy.ai/lexicap/0011-large.html#00:35:46.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | agents, what do you think is the purpose and | https://karpathy.ai/lexicap/0011-large.html#00:35:50.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | meaning of life for us humans? | https://karpathy.ai/lexicap/0011-large.html#00:35:53.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | You've talked about this discovery, do you see | https://karpathy.ai/lexicap/0011-large.html#00:35:56.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | humans as an instance of power play, agents? | https://karpathy.ai/lexicap/0011-large.html#00:35:59.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Humans are curious and that means they behave | https://karpathy.ai/lexicap/0011-large.html#00:36:04.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | like scientists, not only the official scientists | https://karpathy.ai/lexicap/0011-large.html#00:36:10.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | but even the babies behave like scientists and | https://karpathy.ai/lexicap/0011-large.html#00:36:13.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | they play around with their toys to figure out | https://karpathy.ai/lexicap/0011-large.html#00:36:16.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | how the world works and how it is responding to | https://karpathy.ai/lexicap/0011-large.html#00:36:19.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | their actions and that's how they learn about | https://karpathy.ai/lexicap/0011-large.html#00:36:22.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | gravity and everything. | https://karpathy.ai/lexicap/0011-large.html#00:36:25.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | In 1990 we had the first systems like that which | https://karpathy.ai/lexicap/0011-large.html#00:36:27.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | would just try to play around with the environment | https://karpathy.ai/lexicap/0011-large.html#00:36:31.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and come up with situations that go beyond what | https://karpathy.ai/lexicap/0011-large.html#00:36:34.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | they knew at that time and then get a reward for | https://karpathy.ai/lexicap/0011-large.html#00:36:38.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | creating these situations and then becoming more | https://karpathy.ai/lexicap/0011-large.html#00:36:41.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | general problem solvers and being able to understand | https://karpathy.ai/lexicap/0011-large.html#00:36:44.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | more of the world. | https://karpathy.ai/lexicap/0011-large.html#00:36:47.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | I think in principle that curiosity strategy or | https://karpathy.ai/lexicap/0011-large.html#00:36:49.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | more sophisticated versions of what I just | https://karpathy.ai/lexicap/0011-large.html#00:37:01.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | described, they are what we have built in as well | https://karpathy.ai/lexicap/0011-large.html#00:37:03.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | because evolution discovered that's a good way of | https://karpathy.ai/lexicap/0011-large.html#00:37:07.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | exploring the unknown world and a guy who explores | https://karpathy.ai/lexicap/0011-large.html#00:37:10.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | the unknown world has a higher chance of solving | https://karpathy.ai/lexicap/0011-large.html#00:37:13.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | the mystery that he needs to survive in this world. | https://karpathy.ai/lexicap/0011-large.html#00:37:17.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | On the other hand, those guys who were too curious | https://karpathy.ai/lexicap/0011-large.html#00:37:20.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | they were weeded out as well so you have to find | https://karpathy.ai/lexicap/0011-large.html#00:37:24.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | this trade off. | https://karpathy.ai/lexicap/0011-large.html#00:37:27.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Evolution found a certain trade off. | https://karpathy.ai/lexicap/0011-large.html#00:37:28.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Apparently in our society there is a certain | https://karpathy.ai/lexicap/0011-large.html#00:37:30.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | percentage of extremely explorative guys and it | https://karpathy.ai/lexicap/0011-large.html#00:37:33.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | doesn't matter if they die because many of the | https://karpathy.ai/lexicap/0011-large.html#00:37:37.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | others are more conservative. | https://karpathy.ai/lexicap/0011-large.html#00:37:40.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | It would be surprising to me if that principle of | https://karpathy.ai/lexicap/0011-large.html#00:37:45.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | artificial curiosity wouldn't be present in almost | https://karpathy.ai/lexicap/0011-large.html#00:37:51.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | exactly the same form here. | https://karpathy.ai/lexicap/0011-large.html#00:37:56.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | In our brains. | https://karpathy.ai/lexicap/0011-large.html#00:37:58.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | You are a bit of a musician and an artist. | https://karpathy.ai/lexicap/0011-large.html#00:38:00.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Continuing on this topic of creativity, what do you | https://karpathy.ai/lexicap/0011-large.html#00:38:03.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | think is the role of creativity and intelligence? | https://karpathy.ai/lexicap/0011-large.html#00:38:08.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So you've kind of implied that it's essential for | https://karpathy.ai/lexicap/0011-large.html#00:38:10.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | intelligence if you think of intelligence as a | https://karpathy.ai/lexicap/0011-large.html#00:38:15.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | problem solving system, as ability to solve problems. | https://karpathy.ai/lexicap/0011-large.html#00:38:18.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | But do you think it's essential, this idea of | https://karpathy.ai/lexicap/0011-large.html#00:38:23.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | creativity? | https://karpathy.ai/lexicap/0011-large.html#00:38:26.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | We never have a program, a sub program that is | https://karpathy.ai/lexicap/0011-large.html#00:38:27.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | called creativity or something. | https://karpathy.ai/lexicap/0011-large.html#00:38:32.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | It's just a side effect of what our problem solvers | https://karpathy.ai/lexicap/0011-large.html#00:38:34.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | do. They are searching a space of problems, a space | https://karpathy.ai/lexicap/0011-large.html#00:38:37.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | of candidates, of solution candidates until they | https://karpathy.ai/lexicap/0011-large.html#00:38:41.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | hopefully find a solution to a given problem. | https://karpathy.ai/lexicap/0011-large.html#00:38:45.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | But then there are these two types of creativity | https://karpathy.ai/lexicap/0011-large.html#00:38:48.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and both of them are now present in our machines. | https://karpathy.ai/lexicap/0011-large.html#00:38:50.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | The first one has been around for a long time, | https://karpathy.ai/lexicap/0011-large.html#00:38:54.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | which is human gives problem to machine, machine | https://karpathy.ai/lexicap/0011-large.html#00:38:56.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | tries to find a solution to that. | https://karpathy.ai/lexicap/0011-large.html#00:39:00.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And this has been happening for many decades and | https://karpathy.ai/lexicap/0011-large.html#00:39:03.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | for many decades machines have found creative | https://karpathy.ai/lexicap/0011-large.html#00:39:06.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | solutions to interesting problems where humans were | https://karpathy.ai/lexicap/0011-large.html#00:39:09.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | not aware of these particularly creative solutions | https://karpathy.ai/lexicap/0011-large.html#00:39:12.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | but then appreciated that the machine found that. | https://karpathy.ai/lexicap/0011-large.html#00:39:17.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | The second is the pure creativity. | https://karpathy.ai/lexicap/0011-large.html#00:39:20.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | That I would call, what I just mentioned, I would | https://karpathy.ai/lexicap/0011-large.html#00:39:23.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | call the applied creativity, like applied art where | https://karpathy.ai/lexicap/0011-large.html#00:39:26.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | somebody tells you now make a nice picture of this | https://karpathy.ai/lexicap/0011-large.html#00:39:30.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Pope and you will get money for that. | https://karpathy.ai/lexicap/0011-large.html#00:39:34.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So here is the artist and he makes a convincing | https://karpathy.ai/lexicap/0011-large.html#00:39:37.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | picture of the Pope and the Pope likes it and gives | https://karpathy.ai/lexicap/0011-large.html#00:39:40.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | him the money. | https://karpathy.ai/lexicap/0011-large.html#00:39:43.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And then there is the pure creativity which is | https://karpathy.ai/lexicap/0011-large.html#00:39:46.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | more like the power play and the artificial | https://karpathy.ai/lexicap/0011-large.html#00:39:49.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | curiosity thing where you have the freedom to | https://karpathy.ai/lexicap/0011-large.html#00:39:51.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | select your own problem. | https://karpathy.ai/lexicap/0011-large.html#00:39:54.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Like a scientist who defines his own question | https://karpathy.ai/lexicap/0011-large.html#00:39:57.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | to study and so that is the pure creativity if you | https://karpathy.ai/lexicap/0011-large.html#00:40:02.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | will as opposed to the applied creativity which | https://karpathy.ai/lexicap/0011-large.html#00:40:06.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | serves another. | https://karpathy.ai/lexicap/0011-large.html#00:40:11.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And in that distinction there is almost echoes of | https://karpathy.ai/lexicap/0011-large.html#00:40:14.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | narrow AI versus general AI. | https://karpathy.ai/lexicap/0011-large.html#00:40:16.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So this kind of constrained painting of a Pope | https://karpathy.ai/lexicap/0011-large.html#00:40:19.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | seems like the approaches of what people are | https://karpathy.ai/lexicap/0011-large.html#00:40:22.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | calling narrow AI and pure creativity seems to be, | https://karpathy.ai/lexicap/0011-large.html#00:40:28.040 |
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