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 | than another one, which needs an almost infinite | https://karpathy.ai/lexicap/0011-large.html#00:24:22.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | number of bits to be described. | https://karpathy.ai/lexicap/0011-large.html#00:24:25.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | As far as we know, many things that are happening | https://karpathy.ai/lexicap/0011-large.html#00:24:28.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | in this universe are really simple in terms of | https://karpathy.ai/lexicap/0011-large.html#00:24:32.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | short programs that compute gravity | https://karpathy.ai/lexicap/0011-large.html#00:24:35.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and the interaction between elementary particles and so on. | https://karpathy.ai/lexicap/0011-large.html#00:24:38.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So all of that seems to be very, very simple. | https://karpathy.ai/lexicap/0011-large.html#00:24:43.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Every electron seems to reuse the same subprogram | https://karpathy.ai/lexicap/0011-large.html#00:24:45.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | all the time, as it is interacting with | https://karpathy.ai/lexicap/0011-large.html#00:24:50.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | other elementary particles. | https://karpathy.ai/lexicap/0011-large.html#00:24:52.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | If we now require an extra oracle injecting | https://karpathy.ai/lexicap/0011-large.html#00:24:58.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | new bits of information all the time for these | https://karpathy.ai/lexicap/0011-large.html#00:25:05.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | extra things which are currently not understood, | https://karpathy.ai/lexicap/0011-large.html#00:25:08.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | such as better decay, then the whole description | https://karpathy.ai/lexicap/0011-large.html#00:25:11.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | length of the data that we can observe of the | https://karpathy.ai/lexicap/0011-large.html#00:25:22.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | history of the universe would become much longer | https://karpathy.ai/lexicap/0011-large.html#00:25:26.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and therefore uglier. | https://karpathy.ai/lexicap/0011-large.html#00:25:31.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And uglier. | https://karpathy.ai/lexicap/0011-large.html#00:25:33.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Again, simplicity is elegant and beautiful. | https://karpathy.ai/lexicap/0011-large.html#00:25:34.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | The history of science is a history of compression progress. | https://karpathy.ai/lexicap/0011-large.html#00:25:38.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Yes, so you've described sort of as we build up | https://karpathy.ai/lexicap/0011-large.html#00:25:42.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | abstractions and you've talked about the idea | https://karpathy.ai/lexicap/0011-large.html#00:25:47.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | of compression. | https://karpathy.ai/lexicap/0011-large.html#00:25:50.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | How do you see this, the history of science, | https://karpathy.ai/lexicap/0011-large.html#00:25:52.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | the history of humanity, our civilization, | https://karpathy.ai/lexicap/0011-large.html#00:25:55.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and life on Earth as some kind of path towards | https://karpathy.ai/lexicap/0011-large.html#00:25:58.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | greater and greater compression? | https://karpathy.ai/lexicap/0011-large.html#00:26:02.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | What do you mean by that? | https://karpathy.ai/lexicap/0011-large.html#00:26:04.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | How do you think about that? | https://karpathy.ai/lexicap/0011-large.html#00:26:05.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Indeed, the history of science is a history of | https://karpathy.ai/lexicap/0011-large.html#00:26:06.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | compression progress. | https://karpathy.ai/lexicap/0011-large.html#00:26:10.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | What does that mean? | https://karpathy.ai/lexicap/0011-large.html#00:26:12.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Hundreds of years ago there was an astronomer | https://karpathy.ai/lexicap/0011-large.html#00:26:14.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | whose name was Kepler and he looked at the data | https://karpathy.ai/lexicap/0011-large.html#00:26:17.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | points that he got by watching planets move. | https://karpathy.ai/lexicap/0011-large.html#00:26:21.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And then he had all these data points and | https://karpathy.ai/lexicap/0011-large.html#00:26:25.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | suddenly it turned out that he can greatly | https://karpathy.ai/lexicap/0011-large.html#00:26:27.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | compress the data by predicting it through an | https://karpathy.ai/lexicap/0011-large.html#00:26:30.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | ellipse law. | https://karpathy.ai/lexicap/0011-large.html#00:26:36.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So it turns out that all these data points are | https://karpathy.ai/lexicap/0011-large.html#00:26:38.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | more or less on ellipses around the sun. | https://karpathy.ai/lexicap/0011-large.html#00:26:40.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And another guy came along whose name was | https://karpathy.ai/lexicap/0011-large.html#00:26:45.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Newton and before him Hooke. | https://karpathy.ai/lexicap/0011-large.html#00:26:48.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And they said the same thing that is making | https://karpathy.ai/lexicap/0011-large.html#00:26:51.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | these planets move like that is what makes the | https://karpathy.ai/lexicap/0011-large.html#00:26:55.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | apples fall down. | https://karpathy.ai/lexicap/0011-large.html#00:27:00.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And it also holds for stones and for all kinds | https://karpathy.ai/lexicap/0011-large.html#00:27:02.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | of other objects. | https://karpathy.ai/lexicap/0011-large.html#00:27:08.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And suddenly many, many of these observations | https://karpathy.ai/lexicap/0011-large.html#00:27:11.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | became much more compressible because as long | https://karpathy.ai/lexicap/0011-large.html#00:27:15.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | as you can predict the next thing, given what | https://karpathy.ai/lexicap/0011-large.html#00:27:17.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | you have seen so far, you can compress it. | https://karpathy.ai/lexicap/0011-large.html#00:27:20.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And you don't have to store that data extra. | https://karpathy.ai/lexicap/0011-large.html#00:27:23.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | This is called predictive coding. | https://karpathy.ai/lexicap/0011-large.html#00:27:25.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And then there was still something wrong with | https://karpathy.ai/lexicap/0011-large.html#00:27:29.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | that theory of the universe and you had | https://karpathy.ai/lexicap/0011-large.html#00:27:31.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | deviations from these predictions of the theory. | https://karpathy.ai/lexicap/0011-large.html#00:27:34.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And 300 years later another guy came along | https://karpathy.ai/lexicap/0011-large.html#00:27:37.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | whose name was Einstein. | https://karpathy.ai/lexicap/0011-large.html#00:27:40.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And he was able to explain away all these | https://karpathy.ai/lexicap/0011-large.html#00:27:42.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | deviations from the predictions of the old | https://karpathy.ai/lexicap/0011-large.html#00:27:46.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | theory through a new theory which was called | https://karpathy.ai/lexicap/0011-large.html#00:27:50.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | the general theory of relativity. | https://karpathy.ai/lexicap/0011-large.html#00:27:54.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Which at first glance looks a little bit more | https://karpathy.ai/lexicap/0011-large.html#00:27:57.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | complicated and you have to warp space and time | https://karpathy.ai/lexicap/0011-large.html#00:28:00.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | but you can't phrase it within one single | https://karpathy.ai/lexicap/0011-large.html#00:28:03.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | sentence which is no matter how fast you | https://karpathy.ai/lexicap/0011-large.html#00:28:05.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | accelerate and how hard you decelerate and no | https://karpathy.ai/lexicap/0011-large.html#00:28:08.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | matter what is the gravity in your local | https://karpathy.ai/lexicap/0011-large.html#00:28:14.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | network, light speed always looks the same. | https://karpathy.ai/lexicap/0011-large.html#00:28:18.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And from that you can calculate all the | https://karpathy.ai/lexicap/0011-large.html#00:28:21.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | consequences. | https://karpathy.ai/lexicap/0011-large.html#00:28:24.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So it's a very simple thing and it allows you | https://karpathy.ai/lexicap/0011-large.html#00:28:25.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | to further compress all the observations | https://karpathy.ai/lexicap/0011-large.html#00:28:27.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | because certainly there are hardly any | https://karpathy.ai/lexicap/0011-large.html#00:28:30.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | deviations any longer that you can measure | https://karpathy.ai/lexicap/0011-large.html#00:28:34.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | from the predictions of this new theory. | https://karpathy.ai/lexicap/0011-large.html#00:28:37.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So all of science is a history of compression | https://karpathy.ai/lexicap/0011-large.html#00:28:40.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | progress. | https://karpathy.ai/lexicap/0011-large.html#00:28:44.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | You never arrive immediately at the shortest | https://karpathy.ai/lexicap/0011-large.html#00:28:45.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | explanation of the data but you're making | https://karpathy.ai/lexicap/0011-large.html#00:28:48.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | progress. | https://karpathy.ai/lexicap/0011-large.html#00:28:51.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Whenever you are making progress you have an | https://karpathy.ai/lexicap/0011-large.html#00:28:52.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | insight. | https://karpathy.ai/lexicap/0011-large.html#00:28:55.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | You see oh first I needed so many bits of | https://karpathy.ai/lexicap/0011-large.html#00:28:56.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | information to describe the data, to describe | https://karpathy.ai/lexicap/0011-large.html#00:28:59.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | my falling apples, my video of falling apples, | https://karpathy.ai/lexicap/0011-large.html#00:29:02.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | I need so many data, so many pixels have to be | https://karpathy.ai/lexicap/0011-large.html#00:29:04.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | stored. | https://karpathy.ai/lexicap/0011-large.html#00:29:07.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | But then suddenly I realize no there is a very | https://karpathy.ai/lexicap/0011-large.html#00:29:08.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | simple way of predicting the third frame in the | https://karpathy.ai/lexicap/0011-large.html#00:29:11.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | video from the first two. | https://karpathy.ai/lexicap/0011-large.html#00:29:14.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And maybe not every little detail can be | https://karpathy.ai/lexicap/0011-large.html#00:29:16.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | predicted but more or less most of these orange | https://karpathy.ai/lexicap/0011-large.html#00:29:19.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | blobs that are coming down they accelerate in | https://karpathy.ai/lexicap/0011-large.html#00:29:21.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | the same way which means that I can greatly | https://karpathy.ai/lexicap/0011-large.html#00:29:24.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | compress the video. | https://karpathy.ai/lexicap/0011-large.html#00:29:27.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And the amount of compression, progress, that | https://karpathy.ai/lexicap/0011-large.html#00:29:28.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | is the depth of the insight that you have at | https://karpathy.ai/lexicap/0011-large.html#00:29:33.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | that moment. | https://karpathy.ai/lexicap/0011-large.html#00:29:36.040 |
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