episode stringlengths 45 100 | text stringlengths 1 528 | timestamp_link stringlengths 56 56 |
|---|---|---|
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | these transportation optimization systems. | https://karpathy.ai/lexicap/0012-large.html#00:57:01.560 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And somebody had heard that it's a good idea | https://karpathy.ai/lexicap/0012-large.html#00:57:03.560 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | to have high utilization of assets. | https://karpathy.ai/lexicap/0012-large.html#00:57:05.360 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So they told me, hey, why don't you put that as objective? | https://karpathy.ai/lexicap/0012-large.html#00:57:08.160 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And we didn't even put it as an objective | https://karpathy.ai/lexicap/0012-large.html#00:57:11.400 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | because I just showed him that, | https://karpathy.ai/lexicap/0012-large.html#00:57:14.720 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | if you had that as your objective, | https://karpathy.ai/lexicap/0012-large.html#00:57:16.480 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | the solution would be to load your trucks full | https://karpathy.ai/lexicap/0012-large.html#00:57:18.480 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | and drive in circles. | https://karpathy.ai/lexicap/0012-large.html#00:57:20.320 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Nothing would ever get delivered. | https://karpathy.ai/lexicap/0012-large.html#00:57:21.840 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | You'd have a hundred percent utilization. | https://karpathy.ai/lexicap/0012-large.html#00:57:23.000 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So yeah, I know this phenomenon. | https://karpathy.ai/lexicap/0012-large.html#00:57:25.120 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | I've known this for over 30 years, | https://karpathy.ai/lexicap/0012-large.html#00:57:27.240 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | but I've never seen it actually be a problem in reality. | https://karpathy.ai/lexicap/0012-large.html#00:57:29.680 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And yes, if you have the wrong objective, | https://karpathy.ai/lexicap/0012-large.html#00:57:33.360 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | the AI will optimize that to the hilt | https://karpathy.ai/lexicap/0012-large.html#00:57:35.240 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | and it's gonna hurt more than some human | https://karpathy.ai/lexicap/0012-large.html#00:57:37.800 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | who's kind of trying to solve it in a half baked way | https://karpathy.ai/lexicap/0012-large.html#00:57:39.800 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | with some human insight too. | https://karpathy.ai/lexicap/0012-large.html#00:57:43.800 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | But I just haven't seen that materialize in practice. | https://karpathy.ai/lexicap/0012-large.html#00:57:45.480 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | There's this gap that you've actually put your finger on | https://karpathy.ai/lexicap/0012-large.html#00:57:49.160 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | very clearly just now between theory and reality. | https://karpathy.ai/lexicap/0012-large.html#00:57:52.720 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | That's very difficult to put into words, I think. | https://karpathy.ai/lexicap/0012-large.html#00:57:57.080 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | It's what you can theoretically imagine, | https://karpathy.ai/lexicap/0012-large.html#00:57:59.680 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | the worst possible case or even, yeah, I mean bad cases. | https://karpathy.ai/lexicap/0012-large.html#00:58:03.240 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And what usually happens in reality. | https://karpathy.ai/lexicap/0012-large.html#00:58:08.000 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So for example, to me, | https://karpathy.ai/lexicap/0012-large.html#00:58:10.520 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | maybe it's something you can comment on having grown up | https://karpathy.ai/lexicap/0012-large.html#00:58:11.960 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | and I grew up in the Soviet Union. | https://karpathy.ai/lexicap/0012-large.html#00:58:15.720 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | There's currently 10,000 nuclear weapons in the world. | https://karpathy.ai/lexicap/0012-large.html#00:58:19.120 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And for many decades, | https://karpathy.ai/lexicap/0012-large.html#00:58:22.120 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | it's theoretically surprising to me | https://karpathy.ai/lexicap/0012-large.html#00:58:24.200 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | that the nuclear war is not broken out. | https://karpathy.ai/lexicap/0012-large.html#00:58:28.360 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Do you think about this aspect | https://karpathy.ai/lexicap/0012-large.html#00:58:30.880 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | from a game theoretic perspective in general, | https://karpathy.ai/lexicap/0012-large.html#00:58:33.760 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | why is that true? | https://karpathy.ai/lexicap/0012-large.html#00:58:36.080 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Why in theory you could see | https://karpathy.ai/lexicap/0012-large.html#00:58:38.440 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | how things would go terribly wrong | https://karpathy.ai/lexicap/0012-large.html#00:58:40.720 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | and somehow yet they have not? | https://karpathy.ai/lexicap/0012-large.html#00:58:42.600 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Yeah, how do you think about it? | https://karpathy.ai/lexicap/0012-large.html#00:58:44.280 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So I do think about that a lot. | https://karpathy.ai/lexicap/0012-large.html#00:58:45.600 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | I think the biggest two threats that we're facing as mankind, | https://karpathy.ai/lexicap/0012-large.html#00:58:47.240 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | one is climate change and the other is nuclear war. | https://karpathy.ai/lexicap/0012-large.html#00:58:50.320 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So those are my main two worries that I worry about. | https://karpathy.ai/lexicap/0012-large.html#00:58:53.320 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And I've tried to do something about climate, | https://karpathy.ai/lexicap/0012-large.html#00:58:57.200 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | thought about trying to do something | https://karpathy.ai/lexicap/0012-large.html#00:58:59.920 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | for climate change twice. | https://karpathy.ai/lexicap/0012-large.html#00:59:01.320 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Actually, for two of my startups, | https://karpathy.ai/lexicap/0012-large.html#00:59:02.880 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | I've actually commissioned studies | https://karpathy.ai/lexicap/0012-large.html#00:59:05.040 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | of what we could do on those things. | https://karpathy.ai/lexicap/0012-large.html#00:59:06.760 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And we didn't really find a sweet spot, | https://karpathy.ai/lexicap/0012-large.html#00:59:09.480 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | but I'm still keeping an eye out on that. | https://karpathy.ai/lexicap/0012-large.html#00:59:11.040 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | If there's something where we could actually | https://karpathy.ai/lexicap/0012-large.html#00:59:12.680 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | provide a market solution or optimizations solution | https://karpathy.ai/lexicap/0012-large.html#00:59:15.160 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | or some other technology solution to problems. | https://karpathy.ai/lexicap/0012-large.html#00:59:17.800 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Right now, like for example, | https://karpathy.ai/lexicap/0012-large.html#00:59:20.960 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | pollution critic markets was what we were looking at then. | https://karpathy.ai/lexicap/0012-large.html#00:59:23.360 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And it was much more the lack of political will | https://karpathy.ai/lexicap/0012-large.html#00:59:26.760 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | by those markets were not so successful | https://karpathy.ai/lexicap/0012-large.html#00:59:30.040 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | rather than bad market design. | https://karpathy.ai/lexicap/0012-large.html#00:59:32.840 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So I could go in and make a better market design, | https://karpathy.ai/lexicap/0012-large.html#00:59:34.640 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | but that wouldn't really move the needle | https://karpathy.ai/lexicap/0012-large.html#00:59:37.080 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | on the world very much if there's no political will. | https://karpathy.ai/lexicap/0012-large.html#00:59:38.600 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And in the US, the market, | https://karpathy.ai/lexicap/0012-large.html#00:59:41.160 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | at least the Chicago market was just shut down and so on. | https://karpathy.ai/lexicap/0012-large.html#00:59:43.600 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So then it doesn't really help | https://karpathy.ai/lexicap/0012-large.html#00:59:47.520 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | how great your market design was. | https://karpathy.ai/lexicap/0012-large.html#00:59:48.760 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And then the nuclear side, it's more, | https://karpathy.ai/lexicap/0012-large.html#00:59:51.040 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | so global warming is a more encroaching problem. | https://karpathy.ai/lexicap/0012-large.html#00:59:53.560 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Nuclear weapons have been here. | https://karpathy.ai/lexicap/0012-large.html#01:00:00.840 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | It's an obvious problem that's just been sitting there. | https://karpathy.ai/lexicap/0012-large.html#01:00:03.280 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So how do you think about, | https://karpathy.ai/lexicap/0012-large.html#01:00:05.720 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | what is the mechanism design there | https://karpathy.ai/lexicap/0012-large.html#01:00:07.480 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | that just made everything seem stable? | https://karpathy.ai/lexicap/0012-large.html#01:00:09.240 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And are you still extremely worried? | https://karpathy.ai/lexicap/0012-large.html#01:00:12.280 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | I am still extremely worried. | https://karpathy.ai/lexicap/0012-large.html#01:00:14.800 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So you probably know the simple game theory of mad. | https://karpathy.ai/lexicap/0012-large.html#01:00:16.640 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So this was a mutually assured destruction | https://karpathy.ai/lexicap/0012-large.html#01:00:20.040 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | and it doesn't require any computation with small matrices. | https://karpathy.ai/lexicap/0012-large.html#01:00:23.760 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | You can actually convince yourself | https://karpathy.ai/lexicap/0012-large.html#01:00:27.360 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | that the game is such that nobody wants to initiate. | https://karpathy.ai/lexicap/0012-large.html#01:00:28.600 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Yeah, that's a very coarse grained analysis. | https://karpathy.ai/lexicap/0012-large.html#01:00:31.480 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And it really works in a situational way. | https://karpathy.ai/lexicap/0012-large.html#01:00:34.600 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | You have two superpowers or small number of superpowers. | https://karpathy.ai/lexicap/0012-large.html#01:00:36.880 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Now things are very different. | https://karpathy.ai/lexicap/0012-large.html#01:00:40.400 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | You have a smaller nuke. | https://karpathy.ai/lexicap/0012-large.html#01:00:41.960 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So the threshold of initiating is smaller | https://karpathy.ai/lexicap/0012-large.html#01:00:43.080 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | and you have smaller countries and non nation actors | https://karpathy.ai/lexicap/0012-large.html#01:00:47.240 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | who may get a nuke and so on. | https://karpathy.ai/lexicap/0012-large.html#01:00:51.520 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | So I think it's riskier now than it was maybe ever before. | https://karpathy.ai/lexicap/0012-large.html#01:00:53.760 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | And what idea, application of AI, | https://karpathy.ai/lexicap/0012-large.html#01:00:58.320 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | you've talked about a little bit, | https://karpathy.ai/lexicap/0012-large.html#01:01:03.640 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | but what is the most exciting to you right now? | https://karpathy.ai/lexicap/0012-large.html#01:01:04.640 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | I mean, you're here at NIPS, NeurIPS. | https://karpathy.ai/lexicap/0012-large.html#01:01:07.560 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | Now you have a few excellent pieces of work, | https://karpathy.ai/lexicap/0012-large.html#01:01:10.160 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | but what are you thinking into the future | https://karpathy.ai/lexicap/0012-large.html#01:01:14.920 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | with several companies you're doing? | https://karpathy.ai/lexicap/0012-large.html#01:01:16.680 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | What's the most exciting thing or one of the exciting things? | https://karpathy.ai/lexicap/0012-large.html#01:01:17.840 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | The number one thing for me right now | https://karpathy.ai/lexicap/0012-large.html#01:01:21.120 |
Tuomas Sandholm: Poker and Game Theory | Lex Fridman Podcast #12 | is coming up with these scalable techniques | https://karpathy.ai/lexicap/0012-large.html#01:01:23.160 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.