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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | make up for all kinds of things. So all the noise of development, all the variability in the | https://karpathy.ai/lexicap/0325-large.html#00:38:21.280 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | environment, all these things, the competency of the parts makes up for it. So the so so that's | https://karpathy.ai/lexicap/0325-large.html#00:38:26.480 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | all that's all fantastic, right? That's all that's all great. The only other thing to remember when | https://karpathy.ai/lexicap/0325-large.html#00:38:32.080 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | we compare this to human efforts is this. Every component has its own goals in various spaces, | https://karpathy.ai/lexicap/0325-large.html#00:38:36.080 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | usually with very little regard for the welfare of the other levels. So so as a simple example, | https://karpathy.ai/lexicap/0325-large.html#00:38:41.040 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | you know, you as a as a complex system, you will go out and you will do you know, jiu jitsu, | https://karpathy.ai/lexicap/0325-large.html#00:38:46.560 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | or whatever, you'll have some go you have to go rock climbing, scrape a bunch of cells off your | https://karpathy.ai/lexicap/0325-large.html#00:38:52.000 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | hands. And then you're happy as a system, right? You come back, and you've accomplished some goals, | https://karpathy.ai/lexicap/0325-large.html#00:38:55.520 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | and you're really happy. Those cells are dead. They're gone. Right? Did you think about those | https://karpathy.ai/lexicap/0325-large.html#00:38:59.680 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | cells? Not really, right? You had some you had some bruising out selfish SOB. That's it. And so | https://karpathy.ai/lexicap/0325-large.html#00:39:03.120 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | and so that's the thing to remember is that, you know, and we know this from from history is that | https://karpathy.ai/lexicap/0325-large.html#00:39:08.640 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | is that just being a collective isn't enough. Because what the goals of that collective will | https://karpathy.ai/lexicap/0325-large.html#00:39:13.760 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | be relative to the welfare of the individual parts is a massively open and justify the means | https://karpathy.ai/lexicap/0325-large.html#00:39:19.520 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | I'm telling you, Stalin was onto something. No, that's the danger. But we can exactly that's the | https://karpathy.ai/lexicap/0325-large.html#00:39:24.560 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | danger of for us humans, we have to construct ethical systems under which we don't take seriously | https://karpathy.ai/lexicap/0325-large.html#00:39:29.600 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | the full mechanism of biology and apply it to the way the world functions, | https://karpathy.ai/lexicap/0325-large.html#00:39:39.760 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | which is which is an interesting line we've drawn. The world that built us is the one we | https://karpathy.ai/lexicap/0325-large.html#00:39:43.840 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | reject in some sense, when we construct human societies, the idea that this country was founded | https://karpathy.ai/lexicap/0325-large.html#00:39:51.680 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | on that all men are created equal. That's such a fascinating idea. That's like, you're fighting | https://karpathy.ai/lexicap/0325-large.html#00:39:59.120 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | against nature and saying, well, there's something bigger here than a hierarchical competency | https://karpathy.ai/lexicap/0325-large.html#00:40:05.440 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | architecture. But there's so many interesting things you said. So from an algorithmic perspective, | https://karpathy.ai/lexicap/0325-large.html#00:40:14.640 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | the act of bending the option space. That's really, that's really profound. Because if you | https://karpathy.ai/lexicap/0325-large.html#00:40:21.920 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | look at the way AI systems are built today, there's a big system, like I said, with robots, | https://karpathy.ai/lexicap/0325-large.html#00:40:29.840 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | and as a goal, and he gets better and better at optimizing that goal at accomplishing that goal. | https://karpathy.ai/lexicap/0325-large.html#00:40:36.800 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | But if biology built a hierarchical system where everything is doing computation, | https://karpathy.ai/lexicap/0325-large.html#00:40:42.080 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | and everything is accomplishing the goal, not only that, it's kind of dumb, | https://karpathy.ai/lexicap/0325-large.html#00:40:49.360 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | you know, with the limited with a bent option space is just doing the thing that's the easiest | https://karpathy.ai/lexicap/0325-large.html#00:40:56.400 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | thing for in some sense. And somehow that allows you to have turtles on top of turtles, | https://karpathy.ai/lexicap/0325-large.html#00:41:03.360 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | literally dumb systems on top of dumb systems that as a whole create something incredibly smart. | https://karpathy.ai/lexicap/0325-large.html#00:41:10.960 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | Yeah, I mean, every system is has some degree of intelligence in its own problem domain. So, | https://karpathy.ai/lexicap/0325-large.html#00:41:18.480 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | so cells will have problems they're trying to solve in physiological space and transcriptional | https://karpathy.ai/lexicap/0325-large.html#00:41:25.200 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | space. And then I can give you some some cool examples of that. But the collective is trying | https://karpathy.ai/lexicap/0325-large.html#00:41:30.400 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | to solve problems in anatomical space, right and forming a, you know, a creature and growing your | https://karpathy.ai/lexicap/0325-large.html#00:41:34.240 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | blood vessels and so on. And then the collective the the the whole body is solving yet other | https://karpathy.ai/lexicap/0325-large.html#00:41:38.800 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | problems, they may be in social space and linguistic space and three dimensional space. | https://karpathy.ai/lexicap/0325-large.html#00:41:44.480 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | And who knows, you know, the group might be solving problems in, you know, I don't know, | https://karpathy.ai/lexicap/0325-large.html#00:41:48.080 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | some sort of financial space or something. So one of the major differences with with most, | https://karpathy.ai/lexicap/0325-large.html#00:41:52.080 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | with most AIs today is is a the kind of flatness of the architecture, but also of the fact that | https://karpathy.ai/lexicap/0325-large.html#00:41:59.280 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | they're constructed from outside their their borders, and they're, you know, so a few. So, | https://karpathy.ai/lexicap/0325-large.html#00:42:06.160 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | to a large extent, and of course, there are counter examples now, but but to a large extent, | https://karpathy.ai/lexicap/0325-large.html#00:42:14.400 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | our technology has been such that you create a machine or a robot, it knows what its sensors are, | https://karpathy.ai/lexicap/0325-large.html#00:42:18.640 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | it knows what its effectors are, it knows the boundary between it and the outside world, | https://karpathy.ai/lexicap/0325-large.html#00:42:23.760 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | although this is given from the outside. Biology constructs this from scratch. Now the best example | https://karpathy.ai/lexicap/0325-large.html#00:42:27.760 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | of this that that originally in robotics was actually Josh Bongard's work in 2006, where he | https://karpathy.ai/lexicap/0325-large.html#00:42:32.800 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | made these, these robots that did not know their shape to start with. So like a baby, they sort of | https://karpathy.ai/lexicap/0325-large.html#00:42:38.880 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | floundered around, they made some hypotheses, well, I did this, and I moved in this way. Well, | https://karpathy.ai/lexicap/0325-large.html#00:42:43.120 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | maybe I'm a whatever, maybe I have wheels, or maybe I have six legs or whatever, right? And | https://karpathy.ai/lexicap/0325-large.html#00:42:47.040 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | they would make a model and eventually will crawl around. So that's, I mean, that's really good. | https://karpathy.ai/lexicap/0325-large.html#00:42:50.800 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | That's part of the autopoiesis, but we can go a step further. And some people are doing this. And | https://karpathy.ai/lexicap/0325-large.html#00:42:54.240 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | then we're sort of working on some of this too, is this idea that let's even go back further, | https://karpathy.ai/lexicap/0325-large.html#00:42:58.160 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | you don't even know what sensors you have, you don't know where you end in the outside world | https://karpathy.ai/lexicap/0325-large.html#00:43:02.960 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | begins. All you have is is certain things like active inference, meaning you're trying to minimize | https://karpathy.ai/lexicap/0325-large.html#00:43:06.640 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | surprise, right? You have some metabolic constraints, you don't have all the energy you | https://karpathy.ai/lexicap/0325-large.html#00:43:11.200 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | need, you don't have all the time in the world to think about everything you want to think about. So | https://karpathy.ai/lexicap/0325-large.html#00:43:14.880 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | that means that you can't afford to be a micro reductionist, you know, all this data coming in, | https://karpathy.ai/lexicap/0325-large.html#00:43:18.640 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | you have to course grain it and say, I'm gonna take all this stuff, and I'm gonna call that a | https://karpathy.ai/lexicap/0325-large.html#00:43:23.280 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | cat. I'm gonna take all this, I'm gonna call that the edge of the table I don't want to fall off of. | https://karpathy.ai/lexicap/0325-large.html#00:43:26.560 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | And I don't want to know anything about the micro states, what I want to know is what is the optimal | https://karpathy.ai/lexicap/0325-large.html#00:43:30.560 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | way to cut up my world. And by the way, this thing over here, that's me. And the reason that's me is | https://karpathy.ai/lexicap/0325-large.html#00:43:34.480 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | because I have more control over this than I have over any of this other stuff. And so now you can | https://karpathy.ai/lexicap/0325-large.html#00:43:38.560 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | begin to write. So that's self construction at that, that figuring out making models of the | https://karpathy.ai/lexicap/0325-large.html#00:43:42.640 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | outside world, and then turning that inwards, and starting to make a model of yourself, right, which | https://karpathy.ai/lexicap/0325-large.html#00:43:46.560 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | immediately starts to get into issues of agency and control. Because in order to if you are under | https://karpathy.ai/lexicap/0325-large.html#00:43:51.120 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | metabolic constraints, meaning you don't have the energy, right, that all the energy in the world, | https://karpathy.ai/lexicap/0325-large.html#00:43:58.560 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | you have to be efficient, that immediately forces you to start telling stories about coarse grained | https://karpathy.ai/lexicap/0325-large.html#00:44:02.240 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | agents that do things, right, you don't have the energy to like Laplace's demon, you know, | https://karpathy.ai/lexicap/0325-large.html#00:44:08.000 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | calculate every, every possible state that's going to happen, you have to you have to course grain, | https://karpathy.ai/lexicap/0325-large.html#00:44:11.840 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | and you have to say, that is the kind of creature that does things, either things that I avoid, | https://karpathy.ai/lexicap/0325-large.html#00:44:17.360 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | or things that I will go towards, that's a major food or whatever, whatever it's going to be. | https://karpathy.ai/lexicap/0325-large.html#00:44:21.920 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | And so right at the base of simple, very simple organisms starting to make | https://karpathy.ai/lexicap/0325-large.html#00:44:25.280 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | models of agents doing things, that is the origin of models of free will, basically, right, because | https://karpathy.ai/lexicap/0325-large.html#00:44:31.920 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | you see the world around you as having agency. And then you turn that on yourself. And you say, | https://karpathy.ai/lexicap/0325-large.html#00:44:39.040 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | wait, I have agency too, I can I do things, right. And and then you make decisions about what you're | https://karpathy.ai/lexicap/0325-large.html#00:44:42.880 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | going to do. So all of this one one model is to view all of those kinds of things as | https://karpathy.ai/lexicap/0325-large.html#00:44:47.440 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | being driven by that early need to determine what you are and to do so and to then take | https://karpathy.ai/lexicap/0325-large.html#00:44:53.920 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | actions in the most energetically efficient space possible. Right. So free will emerges | https://karpathy.ai/lexicap/0325-large.html#00:44:59.600 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | when you try to simplify, tell a nice narrative about your environment. I think that's very | https://karpathy.ai/lexicap/0325-large.html#00:45:04.800 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | plausible. Yeah. You think free was an illusion. So you're kind of implying that it's a useful hack. | https://karpathy.ai/lexicap/0325-large.html#00:45:10.000 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | Well, I'll say two things. The first thing is, I think I think it's very plausible to say that | https://karpathy.ai/lexicap/0325-large.html#00:45:19.360 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | any organism that self or any agent that self whether it's biological or not, any agent that | https://karpathy.ai/lexicap/0325-large.html#00:45:24.320 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | self constructs under energy constraints, is going to believe in free will, we'll get to whether it | https://karpathy.ai/lexicap/0325-large.html#00:45:30.560 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | has free will momentarily. But but I think but I think what what it definitely drives is a view of | https://karpathy.ai/lexicap/0325-large.html#00:45:36.960 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | yourself and the outside world as an agential view, I think that's inescapable. So that's true | https://karpathy.ai/lexicap/0325-large.html#00:45:41.200 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | for even primitive organisms? I think so. I think that's now now they don't have now obviously, | https://karpathy.ai/lexicap/0325-large.html#00:45:45.360 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | you have to scale down, right. So so so so they don't have the kinds of complex metacognition | https://karpathy.ai/lexicap/0325-large.html#00:45:50.480 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | that we have. So they can do long term planning and thinking about free will and so on and so on. | https://karpathy.ai/lexicap/0325-large.html#00:45:55.360 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | But but the sense of agency is really useful to accomplish tasks simple or complicated. That's | https://karpathy.ai/lexicap/0325-large.html#00:45:59.520 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | right. In all kinds of spaces, not just in obvious three dimensional space. I mean, we're very good | https://karpathy.ai/lexicap/0325-large.html#00:46:05.040 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | that the thing is, humans are very good at detecting agency of like medium sized objects | https://karpathy.ai/lexicap/0325-large.html#00:46:09.680 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | moving at medium speeds in the three dimensional world, right? We see a bowling ball and we see a | https://karpathy.ai/lexicap/0325-large.html#00:46:16.720 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | mouse and we immediately know what the difference is, right? And how we're going to mostly things | https://karpathy.ai/lexicap/0325-large.html#00:46:20.560 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | you can eat or get eaten by. Yeah, yeah. That's our that's our training set, right? From the time | https://karpathy.ai/lexicap/0325-large.html#00:46:23.920 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | you're little, your training set is visual data on on this this like little chunk of your experience. | https://karpathy.ai/lexicap/0325-large.html#00:46:28.400 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | But imagine if imagine if from the time that we were born, we had innate senses of your blood | https://karpathy.ai/lexicap/0325-large.html#00:46:33.120 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | chemistry, if you could feel your blood chemistry, the way you can see, right, you had a high bandwidth | https://karpathy.ai/lexicap/0325-large.html#00:46:39.120 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | connection, and you could feel your blood chemistry, and you could see, you could sense all | https://karpathy.ai/lexicap/0325-large.html#00:46:42.960 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | the things that your organs were doing. So your pancreas, your liver, all the things. If we had | https://karpathy.ai/lexicap/0325-large.html#00:46:46.640 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | that you we would be very good at detecting intelligence and physiological space, we would | https://karpathy.ai/lexicap/0325-large.html#00:46:51.040 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | know the level of intelligence that our various organs were deploying to deal with things that | https://karpathy.ai/lexicap/0325-large.html#00:46:55.760 |
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325 | were coming to anticipate the stimuli to, you know, but but we're just terrible at that. We | https://karpathy.ai/lexicap/0325-large.html#00:47:00.320 |
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