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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
sense in which that is intelligence. If it looks like it's intelligent, it is intelligent. And I
https://karpathy.ai/lexicap/0325-large.html#01:58:26.080
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
think there's some deep aspect of a system that appears to be conscious. In some deep sense,
https://karpathy.ai/lexicap/0325-large.html#01:58:32.560
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
it is conscious. At least for me, we have to consider that possibility. And a system that
https://karpathy.ai/lexicap/0325-large.html#01:58:43.600
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
appears to be conscious is an engineering challenge. Yeah, I don't disagree with any of
https://karpathy.ai/lexicap/0325-large.html#01:58:51.520
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
that. I mean, especially intelligence, I think, is a publicly observable thing. Science fiction
https://karpathy.ai/lexicap/0325-large.html#01:58:58.480
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
has dealt with this for a century or much more, maybe. This idea that when you are confronted with
https://karpathy.ai/lexicap/0325-large.html#01:59:06.080
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
something that just doesn't meet any of your typical assumptions, so you can't look in the
https://karpathy.ai/lexicap/0325-large.html#01:59:12.400
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
skull and say, oh, well, there's that frontal cortex, so then I guess we're good. So this thing
https://karpathy.ai/lexicap/0325-large.html#01:59:17.760
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
lands on your front lawn, and the little door opens, and something trundles out, and it's shiny
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
and aluminum looking, and it hands you this poem that it wrote while it was flying over,
https://karpathy.ai/lexicap/0325-large.html#01:59:30.160
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
and how happy it is to meet you. What's going to be your criteria for whether you get to take it
https://karpathy.ai/lexicap/0325-large.html#01:59:35.520
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
apart and see what makes it tick, or whether you have to be nice to it and whatever? All the
https://karpathy.ai/lexicap/0325-large.html#01:59:40.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
criteria that we have now and that people are using, and as you said, a lot of people are
https://karpathy.ai/lexicap/0325-large.html#01:59:46.000
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
down on the Turing test and things like this, but what else have we got? Because measuring
https://karpathy.ai/lexicap/0325-large.html#01:59:51.280
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
the cortex size isn't going to cut it in the broader scheme of things. So I think it's a
https://karpathy.ai/lexicap/0325-large.html#01:59:55.920
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
wide open problem. Our solution to the problem of other minds, it's very simplistic. We give each
https://karpathy.ai/lexicap/0325-large.html#02:00:03.280
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
other credit for having minds just because we're sort of on an anatomical level, we're pretty
https://karpathy.ai/lexicap/0325-large.html#02:00:11.360
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
similar, and so it's good enough. But how far is that going to go? So I think that's really primitive.
https://karpathy.ai/lexicap/0325-large.html#02:00:15.840
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
So yeah, I think it's a major unsolved problem. It's a really challenging direction of thought
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
to the human race that you talked about, like embodied minds. If you start to think that other
https://karpathy.ai/lexicap/0325-large.html#02:00:28.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
things other than humans have minds, that's really challenging. Because all men are created equal
https://karpathy.ai/lexicap/0325-large.html#02:00:36.640
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
starts being like, all right, well, we should probably treat not just cows with respect,
https://karpathy.ai/lexicap/0325-large.html#02:00:43.360
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
but like plants, and not just plants, but some kind of organized conglomerates of cells
https://karpathy.ai/lexicap/0325-large.html#02:00:52.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
in a petri dish. In fact, some of the work we're doing, like you're doing and the whole community
https://karpathy.ai/lexicap/0325-large.html#02:01:02.400
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
of science is doing with biology, people might be like, we were really mean to viruses.
https://karpathy.ai/lexicap/0325-large.html#02:01:08.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
Yeah. I mean, yeah, the thing is, you're right. And I certainly get phone calls about people
https://karpathy.ai/lexicap/0325-large.html#02:01:13.760
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
complaining about frog skin and so on. But I think we have to separate the sort of deep
https://karpathy.ai/lexicap/0325-large.html#02:01:20.320
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
philosophical aspects versus what actually happens. So what actually happens on Earth
https://karpathy.ai/lexicap/0325-large.html#02:01:26.560
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
is that people with exactly the same anatomical structure kill each other on a daily basis.
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
So I think it's clear that simply knowing that something else is equally or maybe more
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
cognitive or conscious than you are is not a guarantee of kind behavior, that much we know of.
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
And so then we look at a commercial farming of mammals and various other things. And so I think
https://karpathy.ai/lexicap/0325-large.html#02:01:51.120
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
on a practical basis, long before we get to worrying about things like frog skin,
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
we have to ask ourselves, why are we, what can we do about the way that we've been behaving
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
towards creatures, which we know for a fact, because of our similarities are basically just
https://karpathy.ai/lexicap/0325-large.html#02:02:08.400
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
like us. That's kind of a whole other social thing. But fundamentally, of course, you're
https://karpathy.ai/lexicap/0325-large.html#02:02:13.280
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
absolutely right in that we are also, think about this, we are on this planet in some way,
https://karpathy.ai/lexicap/0325-large.html#02:02:18.880
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
incredibly lucky. It's just dumb luck that we really only have one dumb animal.
https://karpathy.ai/lexicap/0325-large.html#02:02:24.720
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
We only have one dominant species. It didn't have to work out that way. So you could easily
https://karpathy.ai/lexicap/0325-large.html#02:02:31.360
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
imagine that there could be a planet somewhere with more than one equally or maybe near equally
https://karpathy.ai/lexicap/0325-large.html#02:02:37.200
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
intelligent species. But they may not look anything like each other. So there may be
https://karpathy.ai/lexicap/0325-large.html#02:02:43.360
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
multiple ecosystems where there are things of similar to human like intelligence. And then
https://karpathy.ai/lexicap/0325-large.html#02:02:49.200
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
you'd have all kinds of issues about how do you relate to them when they're physically
https://karpathy.ai/lexicap/0325-large.html#02:02:54.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
like you at all. But yet in terms of behavior and culture and whatever, it's pretty obvious
https://karpathy.ai/lexicap/0325-large.html#02:02:59.840
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
that they've got as much on the ball as you have. Or maybe imagine that there was another
https://karpathy.ai/lexicap/0325-large.html#02:03:04.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
group of beings that was on average 40 IQ points lower. We're pretty lucky in many ways. We don't
https://karpathy.ai/lexicap/0325-large.html#02:03:10.400
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
really have, even though we still act badly in many ways. But the fact is, all humans are more
https://karpathy.ai/lexicap/0325-large.html#02:03:18.320
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
or less in that same range, but didn't have to work out that way. Well, but I think that's part
https://karpathy.ai/lexicap/0325-large.html#02:03:24.400
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
of the way life works on Earth, maybe human civilization works, is it seems like we want
https://karpathy.ai/lexicap/0325-large.html#02:03:30.160
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
ourselves to be quite similar. And then within that, you know, where everybody's about the same
https://karpathy.ai/lexicap/0325-large.html#02:03:38.800
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
relatively IQ, intelligence, problem solving capabilities, even physical characteristics.
https://karpathy.ai/lexicap/0325-large.html#02:03:45.280
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
But then we'll find some aspect of that that's different. And that seems to be like,
https://karpathy.ai/lexicap/0325-large.html#02:03:49.840
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
I mean, it's really dark to say, but that seems to be the, not even a bug, but like a feature
https://karpathy.ai/lexicap/0325-large.html#02:03:58.560
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
of the early development of human civilization. You pick the other, your tribe versus the other
https://karpathy.ai/lexicap/0325-large.html#02:04:07.440
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
tribe and you war, it's a kind of evolution in the space of memes, a space of ideas, I think,
https://karpathy.ai/lexicap/0325-large.html#02:04:14.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
and you war with each other. So we're very good at finding the other, even when the characteristics
https://karpathy.ai/lexicap/0325-large.html#02:04:22.640
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
are really the same. And that's, I don't know what that, I mean, I'm sure so many of these things
https://karpathy.ai/lexicap/0325-large.html#02:04:28.240
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
echo in the biological world in some way. Yeah. There's a fun experiment that I did. My son
https://karpathy.ai/lexicap/0325-large.html#02:04:35.040
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
actually came up with this and we did a biology unit together. He's a homeschool. And so we did
https://karpathy.ai/lexicap/0325-large.html#02:04:41.600
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
this a couple of years ago. We did this thing where, imagine you get this slime mold, right?
https://karpathy.ai/lexicap/0325-large.html#02:04:46.880
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
Fisarum polycephalum, and it grows on a Petri dish of agar and it sort of spreads out and it's a
https://karpathy.ai/lexicap/0325-large.html#02:04:50.800
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
single cell protist, but it's like this giant thing. And so you put down a piece of oat and
https://karpathy.ai/lexicap/0325-large.html#02:04:57.600
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
it wants to go get the oat and it sort of grows towards the oat. So what you do is you take a
https://karpathy.ai/lexicap/0325-large.html#02:05:02.160
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
razor blade and you just separate the piece of the whole culture that's growing towards the
https://karpathy.ai/lexicap/0325-large.html#02:05:05.760
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
oat. You just kind of separate it. And so now think about the interesting decision making
https://karpathy.ai/lexicap/0325-large.html#02:05:10.160
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
calculus for that little piece. I can go get the oat and therefore I won't have to share those
https://karpathy.ai/lexicap/0325-large.html#02:05:15.040
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
nutrients with this giant mass over there. So the nutrients per unit volume is going to be amazing.
https://karpathy.ai/lexicap/0325-large.html#02:05:20.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
I should go eat the oat. But if I first rejoin, because Fisarum, once you cut it, has the ability
https://karpathy.ai/lexicap/0325-large.html#02:05:25.280
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
to join back up. If I first rejoin, then that whole calculus becomes impossible because there
https://karpathy.ai/lexicap/0325-large.html#02:05:30.560
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
is no more me anymore. There's just we and then we will go eat this thing, right? So this
https://karpathy.ai/lexicap/0325-large.html#02:05:36.240
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
interesting, you can imagine a kind of game theory where the number of agents isn't fixed
https://karpathy.ai/lexicap/0325-large.html#02:05:40.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
and that it's not just cooperate or defect, but it's actually merge and whatever, right?
https://karpathy.ai/lexicap/0325-large.html#02:05:46.320
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
Yeah. So that computation, how does it do that decision making?
https://karpathy.ai/lexicap/0325-large.html#02:05:50.320
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
Yeah. So it's really interesting. And so empirically, what we found is that it tends
https://karpathy.ai/lexicap/0325-large.html#02:05:54.400
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
to merge first. It tends to merge first and then the whole thing goes. But it's really interesting
https://karpathy.ai/lexicap/0325-large.html#02:06:00.240
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
that that calculus, I mean, I'm not an expert in the economic game theory and all that,
https://karpathy.ai/lexicap/0325-large.html#02:06:04.720
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
but maybe there's some sort of hyperbolic discounting or something. But maybe this idea
https://karpathy.ai/lexicap/0325-large.html#02:06:09.600
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
that the actions you take not only change your payoff, but they change who or what you are,
https://karpathy.ai/lexicap/0325-large.html#02:06:14.880
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
and that you could take an action after which you don't exist anymore, or you are radically
https://karpathy.ai/lexicap/0325-large.html#02:06:22.720
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
changed, or you are merged with somebody else. As far as I know, that's a whole different
https://karpathy.ai/lexicap/0325-large.html#02:06:27.440
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
thing. As far as I know, we're still missing a formalism for even knowing how to model
https://karpathy.ai/lexicap/0325-large.html#02:06:33.280
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
any of that.
https://karpathy.ai/lexicap/0325-large.html#02:06:38.720
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
Do you see evolution, by the way, as a process that applies here on Earth? Where did evolution
https://karpathy.ai/lexicap/0325-large.html#02:06:39.720
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
come from?
https://karpathy.ai/lexicap/0325-large.html#02:06:45.200
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
Yeah.
https://karpathy.ai/lexicap/0325-large.html#02:06:46.200
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
So this thing from the very origin of life that took us to today, what the heck is that?
https://karpathy.ai/lexicap/0325-large.html#02:06:47.200
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
I think evolution is inevitable in the sense that if you combine, and basically, I think
https://karpathy.ai/lexicap/0325-large.html#02:06:54.560
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
one of the most useful things that was done in early computing, I guess in the 60s, it
https://karpathy.ai/lexicap/0325-large.html#02:07:00.960
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
started with evolutionary computation and just showing how simple it is that if you have
https://karpathy.ai/lexicap/0325-large.html#02:07:05.600
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
imperfect heredity and competition together, those two things, or three things, so heredity,
https://karpathy.ai/lexicap/0325-large.html#02:07:13.320
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
imperfect heredity, and competition, or selection, those three things, and that's it. Now you're
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
off to the races. And so that can be, it's not just on Earth because it can be done in
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
the computer, it can be done in chemical systems, it can be done in, you know, Lee Smolin says
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
it works on cosmic scales. So I think that that kind of thing is incredibly pervasive
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
and general. It's a general feature of life. It's interesting to think about, you know,
https://karpathy.ai/lexicap/0325-large.html#02:07:42.400
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
the standard thought about this is that it's blind, right? Meaning that the intelligence
https://karpathy.ai/lexicap/0325-large.html#02:07:49.200
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
of the process is zero, it's stumbling around. And I think that back in the day, when the
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
options were it's dumb like machines, or it's smart like humans, then of course, the scientists
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Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
went in this direction, because nobody wanted creationism. They said, okay, it's got to
https://karpathy.ai/lexicap/0325-large.html#02:08:07.560
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
be like completely blind. I'm not actually sure, right? Because I think that everything
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