episode stringlengths 45 100 | text stringlengths 1 528 | timestamp_link stringlengths 56 56 |
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Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | For example, when industrial robots came along, | https://karpathy.ai/lexicap/0011-large.html#01:07:28.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | many people predicted that lots of jobs are going to get lost. | https://karpathy.ai/lexicap/0011-large.html#01:07:33.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And in a sense, they were right, | https://karpathy.ai/lexicap/0011-large.html#01:07:38.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | because back then there were car factories | https://karpathy.ai/lexicap/0011-large.html#01:07:42.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and hundreds of people in these factories assembled cars, | https://karpathy.ai/lexicap/0011-large.html#01:07:46.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and today the same car factories have hundreds of robots | https://karpathy.ai/lexicap/0011-large.html#01:07:51.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and maybe three guys watching the robots. | https://karpathy.ai/lexicap/0011-large.html#01:07:54.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | On the other hand, those countries that have lots of robots per capita, | https://karpathy.ai/lexicap/0011-large.html#01:07:59.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Japan, Korea, Germany, Switzerland, | https://karpathy.ai/lexicap/0011-large.html#01:08:05.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and a couple of other countries, | https://karpathy.ai/lexicap/0011-large.html#01:08:07.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | they have really low unemployment rates. | https://karpathy.ai/lexicap/0011-large.html#01:08:10.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Somehow, all kinds of new jobs were created. | https://karpathy.ai/lexicap/0011-large.html#01:08:14.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Back then, nobody anticipated those jobs. | https://karpathy.ai/lexicap/0011-large.html#01:08:18.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And decades ago, I always said, | https://karpathy.ai/lexicap/0011-large.html#01:08:23.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | it's really easy to say which jobs are going to get lost, | https://karpathy.ai/lexicap/0011-large.html#01:08:27.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | but it's really hard to predict the new ones. | https://karpathy.ai/lexicap/0011-large.html#01:08:32.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | 200 years ago, who would have predicted all these people | https://karpathy.ai/lexicap/0011-large.html#01:08:36.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | making money as YouTube bloggers, for example? | https://karpathy.ai/lexicap/0011-large.html#01:08:40.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | 200 years ago, 60% of all people used to work in agriculture. | https://karpathy.ai/lexicap/0011-large.html#01:08:46.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Today, maybe 1%. | https://karpathy.ai/lexicap/0011-large.html#01:08:54.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | But still, only, I don't know, 5% unemployment. | https://karpathy.ai/lexicap/0011-large.html#01:08:57.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Lots of new jobs were created, and Homo Ludens, the playing man, | https://karpathy.ai/lexicap/0011-large.html#01:09:02.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | is inventing new jobs all the time. | https://karpathy.ai/lexicap/0011-large.html#01:09:08.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Most of these jobs are not existentially necessary | https://karpathy.ai/lexicap/0011-large.html#01:09:11.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | for the survival of our species. | https://karpathy.ai/lexicap/0011-large.html#01:09:16.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | There are only very few existentially necessary jobs, | https://karpathy.ai/lexicap/0011-large.html#01:09:19.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | such as farming and building houses and warming up the houses, | https://karpathy.ai/lexicap/0011-large.html#01:09:23.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | but less than 10% of the population is doing that. | https://karpathy.ai/lexicap/0011-large.html#01:09:28.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And most of these newly invented jobs are about | https://karpathy.ai/lexicap/0011-large.html#01:09:31.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | interacting with other people in new ways, | https://karpathy.ai/lexicap/0011-large.html#01:09:35.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | through new media and so on, | https://karpathy.ai/lexicap/0011-large.html#01:09:38.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | getting new types of kudos and forms of likes and whatever, | https://karpathy.ai/lexicap/0011-large.html#01:09:41.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and even making money through that. | https://karpathy.ai/lexicap/0011-large.html#01:09:46.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So, Homo Ludens, the playing man, doesn't want to be unemployed, | https://karpathy.ai/lexicap/0011-large.html#01:09:48.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and that's why he's inventing new jobs all the time. | https://karpathy.ai/lexicap/0011-large.html#01:09:53.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And he keeps considering these jobs as really important | https://karpathy.ai/lexicap/0011-large.html#01:09:57.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and is investing a lot of energy and hours of work into those new jobs. | https://karpathy.ai/lexicap/0011-large.html#01:10:02.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | That's quite beautifully put. | https://karpathy.ai/lexicap/0011-large.html#01:10:08.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | We're really nervous about the future because we can't predict | https://karpathy.ai/lexicap/0011-large.html#01:10:10.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | what kind of new jobs will be created. | https://karpathy.ai/lexicap/0011-large.html#01:10:13.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | But you're ultimately optimistic that we humans are so restless | https://karpathy.ai/lexicap/0011-large.html#01:10:15.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | that we create and give meaning to newer and newer jobs, | https://karpathy.ai/lexicap/0011-large.html#01:10:21.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | totally new, things that get likes on Facebook | https://karpathy.ai/lexicap/0011-large.html#01:10:25.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | or whatever the social platform is. | https://karpathy.ai/lexicap/0011-large.html#01:10:29.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So what about long term existential threat of AI, | https://karpathy.ai/lexicap/0011-large.html#01:10:32.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | where our whole civilization may be swallowed up | https://karpathy.ai/lexicap/0011-large.html#01:10:36.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | by these ultra super intelligent systems? | https://karpathy.ai/lexicap/0011-large.html#01:10:41.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Maybe it's not going to be swallowed up, | https://karpathy.ai/lexicap/0011-large.html#01:10:45.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | but I'd be surprised if we humans were the last step | https://karpathy.ai/lexicap/0011-large.html#01:10:48.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | in the evolution of the universe. | https://karpathy.ai/lexicap/0011-large.html#01:10:55.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | You've actually had this beautiful comment somewhere that I've seen | https://karpathy.ai/lexicap/0011-large.html#01:10:58.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | saying that, quite insightful, artificial general intelligence systems, | https://karpathy.ai/lexicap/0011-large.html#01:11:05.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | just like us humans, will likely not want to interact with humans, | https://karpathy.ai/lexicap/0011-large.html#01:11:12.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | they'll just interact amongst themselves. | https://karpathy.ai/lexicap/0011-large.html#01:11:16.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Just like ants interact amongst themselves | https://karpathy.ai/lexicap/0011-large.html#01:11:18.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and only tangentially interact with humans. | https://karpathy.ai/lexicap/0011-large.html#01:11:21.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And it's quite an interesting idea that once we create AGI, | https://karpathy.ai/lexicap/0011-large.html#01:11:25.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | they will lose interest in humans and compete for their own Facebook likes | https://karpathy.ai/lexicap/0011-large.html#01:11:29.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and their own social platforms. | https://karpathy.ai/lexicap/0011-large.html#01:11:34.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So within that quite elegant idea, how do we know in a hypothetical sense | https://karpathy.ai/lexicap/0011-large.html#01:11:36.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | that there's not already intelligence systems out there? | https://karpathy.ai/lexicap/0011-large.html#01:11:45.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | How do you think broadly of general intelligence greater than us? | https://karpathy.ai/lexicap/0011-large.html#01:11:49.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | How do we know it's out there? | https://karpathy.ai/lexicap/0011-large.html#01:11:54.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | How do we know it's around us? | https://karpathy.ai/lexicap/0011-large.html#01:11:56.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And could it already be? | https://karpathy.ai/lexicap/0011-large.html#01:11:59.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | I'd be surprised if within the next few decades or something like that, | https://karpathy.ai/lexicap/0011-large.html#01:12:01.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | we won't have AIs that are truly smart in every single way | https://karpathy.ai/lexicap/0011-large.html#01:12:07.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and better problem solvers in almost every single important way. | https://karpathy.ai/lexicap/0011-large.html#01:12:13.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And I'd be surprised if they wouldn't realize what we have realized a long time ago, | https://karpathy.ai/lexicap/0011-large.html#01:12:17.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | which is that almost all physical resources are not here in this biosphere, | https://karpathy.ai/lexicap/0011-large.html#01:12:25.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | but further out, the rest of the solar system gets 2 billion times more solar energy | https://karpathy.ai/lexicap/0011-large.html#01:12:31.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | than our little planet. | https://karpathy.ai/lexicap/0011-large.html#01:12:41.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | There's lots of material out there that you can use to build robots | https://karpathy.ai/lexicap/0011-large.html#01:12:43.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and self replicating robot factories and all this stuff. | https://karpathy.ai/lexicap/0011-large.html#01:12:47.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And they are going to do that and they will be scientists and curious | https://karpathy.ai/lexicap/0011-large.html#01:12:51.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and they will explore what they can do. | https://karpathy.ai/lexicap/0011-large.html#01:12:56.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And in the beginning, they will be fascinated by life | https://karpathy.ai/lexicap/0011-large.html#01:12:59.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and by their own origins in our civilization. | https://karpathy.ai/lexicap/0011-large.html#01:13:04.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | They will want to understand that completely, just like people today | https://karpathy.ai/lexicap/0011-large.html#01:13:07.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | would like to understand how life works and also the history of our own existence | https://karpathy.ai/lexicap/0011-large.html#01:13:11.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and civilization, but then also the physical laws that created all of that. | https://karpathy.ai/lexicap/0011-large.html#01:13:21.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So in the beginning, they will be fascinated by life. | https://karpathy.ai/lexicap/0011-large.html#01:13:27.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Once they understand it, they lose interest. | https://karpathy.ai/lexicap/0011-large.html#01:13:30.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Like anybody who loses interest in things he understands. | https://karpathy.ai/lexicap/0011-large.html#01:13:34.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And then, as you said, the most interesting sources of information for them | https://karpathy.ai/lexicap/0011-large.html#01:13:40.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | will be others of their own kind. | https://karpathy.ai/lexicap/0011-large.html#01:13:50.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So at least in the long run, there seems to be some sort of protection | https://karpathy.ai/lexicap/0011-large.html#01:13:58.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | through lack of interest on the other side. | https://karpathy.ai/lexicap/0011-large.html#01:14:06.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And now it seems also clear, as far as we understand physics, | https://karpathy.ai/lexicap/0011-large.html#01:14:11.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | you need matter and energy to compute and to build more robots and infrastructure | https://karpathy.ai/lexicap/0011-large.html#01:14:17.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | for AI civilization and EIEI ecologies consisting of trillions of different types of AIs. | https://karpathy.ai/lexicap/0011-large.html#01:14:23.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And so it seems inconceivable to me that this thing is not going to expand. | https://karpathy.ai/lexicap/0011-large.html#01:14:31.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Some AI ecology not controlled by one AI, but trillions of different types of AIs | https://karpathy.ai/lexicap/0011-large.html#01:14:37.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | competing in all kinds of quickly evolving and disappearing ecological niches | https://karpathy.ai/lexicap/0011-large.html#01:14:44.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | in ways that we cannot fathom at the moment. | https://karpathy.ai/lexicap/0011-large.html#01:14:50.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | But it's going to expand, limited by light speed and physics, | https://karpathy.ai/lexicap/0011-large.html#01:14:52.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | but it's going to expand and now we realize that the universe is still young. | https://karpathy.ai/lexicap/0011-large.html#01:14:57.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | It's only 13.8 billion years old and it's going to be a thousand times older than that. | https://karpathy.ai/lexicap/0011-large.html#01:15:03.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | So there's plenty of time to conquer the entire universe | https://karpathy.ai/lexicap/0011-large.html#01:15:10.040 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and to fill it with intelligence and senders and receivers | https://karpathy.ai/lexicap/0011-large.html#01:15:17.040 |
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