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Sara Walker: The Origin of Life on Earth and Alien Worlds

Episode 1982021-07-09English

Guests: Sara Walker

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§01Transcript · 00:00–08:23

00:00The following is a conversation with Sarah Walker,

00:02an astrobiologist and theoretical physicist

00:05at Arizona State University and the Santa Fe Institute.

00:08She's interested in the origin of life,

00:10how to find life on other worlds,

00:13and in general, the more fundamental question

00:15of what even life is.

00:18She seeks to discover the universal laws

00:20that describe living systems on earth and elsewhere

00:23using physics, biology, and computation.

00:27Quick mention of our sponsors, Athletic Greens,

00:30NetSuite, Blinkist, and Magic Spoon.

00:33Check them out in the description to support this podcast.

00:36As a side note, let me say that my hope for this podcast

00:39is to try and alternate between technical

00:42and non-technical discussions,

00:44to jump from the big picture

00:45down to specific detailed research

00:48and back to the big picture,

00:49and to do so with scientists and non-scientists.

00:53Long-term, I hope to alternate between discussions

00:56of cutting-edge research in AI, physics, biology,

00:59to topics of music, sport, and history,

01:03and then back to AI.

01:05AI is home.

01:06I hope you come along with me

01:08for that wild, oscillating journey.

01:11Some people message me saying to slow down

01:14since they're falling behind on the episodes

01:16of this podcast.

01:17To their disappointment, I have to say

01:19that I'll probably do more episodes, not less,

01:22but you really don't need to listen to every episode.

01:25Just listen to the ones that spark your curiosity.

01:28Think about it like a party full of strangers.

01:30You don't have to talk to everyone.

01:32Just walk over to the ones who look interesting

01:34and get to know them.

01:36And if you're lucky, that one conversation with a stranger

01:39might change the direction of your life.

01:41And it's a short life, so be picky with the strangers

01:44you talk to at this metaphorical party.

01:47This is the Lux Friedman Podcast,

01:49and here is my conversation with Sarah Walker.

01:53How did life originate on Earth?

01:55What are the various hypotheses

01:57for how life originated on Earth?

02:00- Yeah, so I guess you're asking a historical question,

02:03which is always a good place to start thinking about life.

02:06So there's a lot of ideas about how life started on Earth.

02:10Probably the most popular is what's called

02:12the RNA world scenario.

02:15So this idea is probably the one

02:17that you'll see most reported in the news,

02:21and is based on the idea that there are

02:24molecules in our bodies that relay genetic information,

02:31and we know those as DNA, obviously,

02:33but there's also sort of an intermediary

02:35called RNA, ribonucleic acid,

02:38that also plays the role of proteins.

02:41And people came up with this idea in the '80s

02:44that maybe that was the first genetic material

02:47because it could play both roles

02:48of being genetic and performing catalysis.

02:52And then somehow that idea got reduced

02:54to this idea that there was a molecule

02:57that emerged on early Earth

02:59and underwent Darwinian evolution,

03:01and that was the start of life.

03:03So there's a lot of assumptions packed in there

03:06that we could unpack,

03:08but that's sort of the leading hypothesis.

03:10There's also other ideas about life starting as metabolism,

03:13and so that's more connected

03:14to the geochemistry of early Earth,

03:17and would be kind of more focused on this idea

03:19that you get some kind of catalytic cycle

03:21of molecules that can reproduce themselves

03:24and form some kind of metabolism,

03:25and then life starts basically as self-organization,

03:28and then you have to explain how evolution comes later.

03:31- Right, so that's the difference

03:32between sort of energy and genetic code?

03:35So like energy and information,

03:37are those the two kind of things there?

03:39- Yeah, I think that's a good way of putting it.

03:41It's kind of funny 'cause I think most of the people

03:44that think about these things are really disciplinary biased,

03:46so the people that tend to think about genetics

03:48come from a biology background

03:49and they're really evolution-focused,

03:51and so they're worried about

03:52where does the information come from

03:54and how does it change over time,

03:55but they're talking about information in a really narrow way

03:57where they're talking about a genetic sequence,

04:00and then most of the people that think about metabolism,

04:04origins of life scenarios,

04:05tend to be people like physicists or geochemists

04:07that are worried about what are the energy sources

04:09and what kinds of organization

04:11can you get out of those energy sources.

04:14- Okay, so which one's your favorite?

04:15- I don't like either.

04:17- Okay, can we talk about them

04:19for a little bit longer though?

04:20- Yeah, no, that's fine.

04:21(laughing)

04:23- So okay, so there's early Earth.

04:26What was that like?

04:27Was there just mostly covered by oceans?

04:29Was there heat sources, energy sources?

04:31So if we talk about the metabolism view

04:35of the origin of life, where was the source of energy?

04:38- Probably the most popular view

04:39for where the origin of life happened on Earth

04:42is hydrothermal vents because they had sufficient energy,

04:45and so we don't really know a lot about early Earth.

04:50We have some ideas about when oceans first formed

04:53and things like that, but the time of the origin of life

04:55is kind of not well understood or pinned down,

04:59and the conditions on Earth at that time are not well known.

05:02But a lot of people do think

05:03that there was probably hydrothermal vents,

05:05which are really hot, chemically active regions,

05:10say on the sea floor in modern times,

05:12which also would have been present on early Earth,

05:14and they would have provided energy and organics

05:17and basically all of the right conditions

05:20for the origins of life, which is one of the reasons

05:23that we look for these hydrothermal systems

05:24when we're talking about life elsewhere too.

05:27- Okay, and for the genetic code,

05:30the idea is that the RNA is the first,

05:32like why would RNA be the first moment you can say it's life?

05:37I guess the idea is it could both

05:39have persistent information,

05:42and then it can also do some of the work of like, what,

05:46creating a self-sustaining organism?

05:49- Yeah, that's the basic idea.

05:50So the idea is you have, in an RNA molecule,

05:54you have a sequence of characters, say,

05:56so you can treat it like a string in a computer,

05:58and it can be copied, so information can be propagated,

06:02which is important for evolution,

06:05because evolution happens

06:07by having inheritance of information.

06:09So for example, like my eyes are brown

06:11because my mother's eyes were brown.

06:13So you need that copying of information,

06:16but then you also have the ability to perform catalysis,

06:21which means that that RNA molecule

06:24is not inert in that environment,

06:26but it actually interacts with something

06:27and could potentially mediate, say, a metabolism

06:31that could then fuel the actual reproduction

06:34of that molecule.

06:35So in some ways, people think that RNA gives you,

06:40you know, the most bang for your buck in a single molecule,

06:44and therefore, you know, it gives you all the features

06:47that you might think are life.

06:48And so this is sort of where this RNA world conjecture

06:52came from, is because of those two properties.

06:54- Isn't it amazing that RNA came to be in general?

06:59Isn't it? - Yes, that is amazing.

07:01- Okay, so we're not talking down about RNA.

07:03- No, no, I love RNA.

07:04It's one of my favorite molecules.

07:06I think it's beautiful. - It's just not step one.

07:08- Yeah, I think the issue,

07:10it's not even the RNA world is a problem.

07:13And actually, if you really dig into it,

07:16the RNA world is not one hypothesis.

07:19It is a set of hypotheses.

07:21And they range from a molecule of RNA spontaneously emerged

07:27on the early Earth and started evolving,

07:29which is kind of like the hardest RNA world scenario,

07:31which is the one I cited,

07:32and I get a little animated about

07:36'cause it seems so blatantly wrong to me,

07:39but that's a separate story.

07:40And then the other one is actually something I agree with,

07:43which is that you can say there was an RNA world

07:46because RNA was the first genetic material

07:49for life on Earth.

07:50So an RNA world could just be the earliest organisms

07:54that had genetics in a modern sense,

07:57didn't have DNA evolved yet, they had RNA.

08:00Right, and so that's sort of a softer RNA world scenario

08:03in the sense that it doesn't mean

08:05it was the first thing that happened,

08:07but it was a thing that definitely was part

08:10of the lineage of events that led to us.

08:12- So if life was like a best of album,

08:16it would be one of the songs on there.

08:18- Yes. - One of the early songs.

08:19Okay.

08:20- It's on the greatest hits.

08:21- Greatest hits, that's the word I was looking for.

08:23Okay, did life, do you think, originate once, twice,

§02Transcript · 08:28–16:23

08:28three times on Earth, multiple times?

08:30What do you think?

08:31- I think that's a really difficult question.

08:34- Is it an important question?

08:35- It's a super important question, no.

08:37No, it's a really important question.

08:39There's a lot of questions in that question.

08:45So one of the first ones that I think needs to be addressed

08:48is is the original life a continuous process on our planet?

08:52So we think about the original life as something

08:54that happened on Earth, say, almost four billion years ago,

08:58because we have evidence of life emerging

09:00very early on our planet.

09:02And then an original life event, quote unquote,

09:06a singular event, whatever that was, happened.

09:08And then all life on Earth that we know

09:11is a descendant of that particular event

09:13in our universe, right?

09:14And so, but we don't have any idea one way or the other

09:19if the original life is happening repeatedly,

09:25and maybe it's just not taking off

09:26because life is already established.

09:27That's an argument that people will make.

09:29Or maybe there are alternative forms of life on Earth

09:33that we don't even recognize.

09:35So this is the idea of a shadow biosphere,

09:36that there actually might just be

09:38completely other life on Earth,

09:39but it's so alien that we don't even know what it is.

09:42- I'm gonna have to talk to you about the shadow biosphere.

09:45- Yeah, that's a fun one.

09:46- In a second, but first, let me ask for the other

09:48alternative, which is panspermia.

09:51- Right.

09:52- So that's the idea, the hypothesis that life exists

09:55elsewhere in the universe and got to us

09:57in like an asteroid or a planetoid or some,

10:00according to Wikipedia, space dust,

10:02whatever the heck that is.

10:03It sounds fun, but basically it rode along

10:08whatever kind of rock and got to us.

10:11Do you think that's at all a possibility?

10:15- Sure, so I think the reason that most

10:17original life scientists are interested

10:19in the original life on Earth and say not the original life

10:24on Mars and then panspermia, the exchange of life

10:27between planets being the explanation,

10:29is once you start removing the original life from Earth,

10:32you know even less about it than you do

10:34if you study it on Earth.

10:36Although I think there are ways of reformulating the problem.

10:38This is why I said earlier, oh, you mean the historical

10:41original life problem, you don't mean the problem

10:43of how does life arise in the universe

10:45and what the universal principles are,

10:47because there's this historic problem,

10:48how did it happen on early Earth?

10:50And there's a more tractable general problem

10:53of how does it happen?

10:54And how does it happen is something

10:56we can actually ask in the lab.

10:57How did it happen on early Earth

11:00is a much more detailed and nuanced question.

11:04It requires detailed knowledge of what was happening

11:06on early Earth that we don't have.

11:08And I'm personally more interested in general mechanisms,

11:11so to me it doesn't matter if it happened on Earth

11:13or it happened on Mars.

11:15It just matters that it happened.

11:16We have evidence it happened.

11:18The question is, did it happen more than once

11:20in our universe?

11:21And so the reason I don't find panspermia

11:24as a particularly, I think it's a fascinating hypothesis.

11:28I definitely think it's possible.

11:31And I in particular think it's possible

11:33once you get to the stage of life where you have technology

11:36because then you obviously can spread out into the cosmos.

11:40But it's also possible for microbes

11:41because we know that certain microorganisms

11:45can survive the journey in space

11:47and they can live in a rock and go between Mars and Earth.

11:50Like people have done experiments

11:51to try to prove that could work.

11:54So in that scenario, it's super cool

11:57'cause then you get planetary exchange.

11:58But say we go look for life on Mars

12:00and it ends up being exactly the same life we have on Earth,

12:02biochemically speaking,

12:04then we haven't really discovered something new

12:05about the universe.

12:06What kind of aliens are possible?

12:08Were there other original life events?

12:10If all the life we ever find

12:12is the same original life event in the universe,

12:14it doesn't help me solve my problem.

12:16- But it's possible that that would be a sign

12:19that you could separate the environment

12:22from the basic ingredients.

12:24- Yes, that's true.

12:25- You can have like a life gun

12:27that you shoot throughout the universe.

12:30And then like once you shoot it,

12:33it's like the Simpsons with a make-up gun.

12:34That was a great episode.

12:36When you shoot this life gun, it'll find the Earth's.

12:40It'll like get sticky.

12:42It'll stick to the Earth's.

12:44And that kind of reduces the barrier

12:46of like the time it takes,

12:49the luck it takes to actually from nothing,

12:52from the basic chemistry,

12:54from the basic physics of the universe

12:56for the life to spring up.

12:58- Yeah, I think this is actually super important

13:00to just think about like does life

13:04getting seated on a planet

13:05have to be geochemically compatible with that planet?

13:08So you're suggesting like we could just shoot guns in space

13:11and like life could go to Mars

13:13and then it would just live there and be happy there.

13:16But that's actually an open question.

13:18So one of the things I was gonna say

13:19in response to your question

13:20about whether the origin of life happened once

13:23or multiple times is for me personally right now

13:25in my thinking, although this changes on a weekly basis,

13:28but is that I think of life more as a planetary phenomena.

13:31So I think the origin of life

13:32because life is so intimately tied to planetary cycles

13:37and planetary processes.

13:38And this goes all the way back

13:40through the history of our planet

13:41that the origin of life itself grew out of geochemistry

13:44and became coupled and controlled geochemistry.

13:46And when we start to talk about life existing on the planet

13:49is when we have evidence of life

13:51actually influencing properties of the planet.

13:54And so if life is a planetary property,

13:59then going to Mars is not a trivial thing

14:01because you basically have to make Mars more Earth-like.

14:05And so in some sense,

14:07like when I think about sort of long-term vision

14:09of humans in space, for example,

14:11really what you're talking about when you're saying

14:14let's send our civilization to Mars

14:16is you're not saying let's send our civilization to Mars,

14:18you're saying let's reproduce our planet on Mars.

14:21Like the information from our planet

14:23actually has to go to Mars and make Mars more Earth-like,

14:26which means that you're now having a reproduction process,

14:28like a cell reproduces itself

14:29to propagate information in the future.

14:32Planets have to figure out how to reproduce their conditions

14:35including geochemical conditions on other planets

14:38in order to actually reproduce life in the universe,

14:40which is kind of a little bit radical.

14:41But I think for long-term sustainability

14:44of life on a planet, that's absolutely essential.

14:47- Okay, so if we were to think about

14:50life as a planetary phenomena,

14:52and so life on Mars would be best

14:55if it's way different than life on Earth,

14:57we have to ask the very basic question of what is life?

15:02- I actually don't think that's the right question to ask.

15:06It took me a long time to get there, right?

15:07- You cross it out?

15:08- Yeah, you cross it off your list, it's wrong.

15:11- Next question.

15:13- No, no, no, I mean, I think it has an answer,

15:15but I think part of the problem is,

15:17most of the places in science where we get really stuck

15:20is because we don't know what questions to ask.

15:22And so you can't answer a question

15:24if you're asking the wrong question.

15:25And I think the way I think about it

15:29is obviously I'm interested in what life is,

15:31so I'm being a little cheeky when I say

15:32that's the wrong question to ask.

15:33That's exactly the question

15:35that's the core of my existence.

15:37But I think the way of framing that is

15:41what is it about our universe that allows features

15:44that we associate life to be there?

15:47And so really what I guess when I'm asking that question,

15:50what I'm after is an explanatory framework

15:52for what life is, right?

15:54And so most people, they try to go in and define life

15:57and they say, well, life is, say,

15:59a self-reproducing chemical system

16:01capable of Darwinian evolution.

16:03That's a very popular definition for life.

16:05Or life is something that metabolizes and eats.

16:08That is not how I think about life.

16:10What I think about life is there are principles

16:13and laws that govern our universe

16:15that we don't understand yet

16:18that have something to do with how information interacts

16:22with the physical world.

16:23I don't know exactly what I mean even when I say that

§03Transcript · 16:26–24:33

16:26because we don't know these rules.

16:28But it's a little bit like, I like to use analogies.

16:32You'll give me time to be like a little long-winded

16:34for a second, even in essay.

16:36But sort of like if you look at the history of physics,

16:39for example, this is like,

16:40so we are in the period of the development

16:43of thought on our planet

16:46where we don't understand what we are yet, right?

16:49There was a period of thought in the history of our planet

16:51where we didn't understand what gravity was.

16:53And we didn't understand, for example,

16:55that the planets in the heavens were actually planets

16:59or that they operated by the same laws that we did.

17:02And so there has been this sort of progression

17:05of getting a deeper understanding

17:07of explaining basic phenomena like,

17:09I'm not gonna drop the cup, I'll drop the water bottle.

17:11There you go.

17:12Okay, that fell, right?

17:13But why did that fall?

17:14This is why I'm a theorist, not an experimentalist.

17:19- That could have gone wrong in so many ways.

17:20- I know, it could have,

17:21especially if I did the cup and it smashed.

17:23Anyway.

17:24So if you think, you take this view

17:28that there's sort of some missing principles,

17:30I associate them to information.

17:33And what the sort of feeling there is,

17:36there's some missing explanatory framework

17:39for how our universe works.

17:40And if we understood that physics,

17:42it would explain what we are.

17:44It might also explain a lot of other features

17:46we don't associate to life.

17:48And so it's a little like people accept the fact

17:51that gravity is a universal phenomena.

17:54But when we wanna study gravity,

17:55we study things like large scale,

17:57galactic structures or black holes or planets.

18:02If we wanna understand information

18:04and how it operates in the physical world,

18:05we study intelligent systems or living systems

18:08because they are the manifestation of that physics.

18:10And the fact that we can't see that clearly yet,

18:13or we don't have that explanatory framework,

18:15I think it's just because we haven't been thinking

18:17about the problem deeply enough.

18:18But I feel like if you're explaining something,

18:21you're deriving it from some more fundamental property.

18:24And of course, I have to say I'm wearing my physicist hat.

18:28So I have a huge bias of liking simple,

18:31elegant explanations of the universe

18:33that really are compelling.

18:37But I think one of the things that I've sort of,

18:39maybe in some ways rejected my training as a physicist

18:42is that most of the elegant explanations

18:44that we have so far don't include us in the universe.

18:47And I can't help but think there's something really special

18:49about what we are,

18:50and there have to be some deep principles at play there.

18:52And so that's sort of my perspective on it.

18:57Now, when you ask me what life is,

18:59I have some ideas of what I think it is.

19:02But I think that we haven't gotten there yet

19:04because we haven't been able to see that structure.

19:07And just to go back to the gravity example,

19:09it's a little like, in ancient times, they didn't know,

19:12I was talking about stars and heavens and things,

19:14they didn't know those were governed

19:16by the same principles as that starting to experiment.

19:19Here's where I was going with it.

19:20Once you realize, like Newton did,

19:22that heavenly motions and earthly motions

19:25are governed by the same principles

19:27and you unify terrestrial and celestial motion,

19:29you get these more powerful ideas.

19:31And I think where life is,

19:33is somehow unifying these abstract ideas

19:36of computation and information

19:38with the physical world, with matter,

19:40and realizing that there's some explanatory framework

19:43that's not physics and it's not computation,

19:46but it's something that's deeper.

19:49- So answering the question of what is life

19:52requires deeply understanding something about the universe

19:55as information processing, the universe as computation.

19:58- Sort of. - It's something about,

20:00like, would, once you come up with an answer

20:03to what is life, will the words information

20:06and computation be in the paragraph?

20:08- No, I don't think so. - God damn it, okay.

20:10- I know, it doesn't help, does it?

20:11I know, I hate, actually, I hate this about what I do

20:13because it's so hard to communicate, right, with words.

20:16Like, when you have words that are ideas

20:20that have historically described one thing

20:22and you're trying to describe something

20:24people haven't seen yet, and the words just don't fit.

20:27- So what's wrong, is it too ambiguous?

20:30The word information?

20:31We could switch to binary if you want.

20:33- Yeah, no, I don't think it's binary either.

20:35I think information's just loaded.

20:36I use it, so the other way I might talk about it

20:39is the physics of causation, but I think that's worse

20:41because causation is an even more loaded word

20:43than information.

20:46- So causation is fundamental, you think?

20:48- I do, yeah, and in some sense, I think the physics,

20:52so this is the really radical part.

20:53Some sense, like, when I really think about it

20:55sort of most deeply, what I think life is

20:58is actually the physics of existence.

21:00What gets to exist and why?

21:01And for simple elementary particles,

21:04that's not very complicated

21:05'cause the interactions are simple,

21:06but for things like you and me and human civilizations,

21:11what comes next in the universe

21:13is really dependent on what came before,

21:15and there's a huge space of possibilities

21:17of things that can exist, and when I say information

21:19and causation, what I mean is,

21:21why is it that cups evolved in the universe

21:24and not some other object that could deliver water

21:27and not spill it?

21:29I don't know what you would call it.

21:31Maybe it wouldn't be a cup, but it's a huge,

21:33people talk about the space of things that could exist

21:38as being actually infinitely large, right?

21:40I don't know if I believe in infinity,

21:43but I do think that there is something very interesting

21:47about the problem of what exists

21:51in its relationship to life.

21:53- So do you think the set of things

21:55that could exist is finite?

21:57So it's very large, but if we were to think

22:00about the physics of existence,

22:02like how many shapes of mugs can there be?

22:06Like is, in the initial programming--

22:10- I should go to the math department for that.

22:13- So that's not a topology question.

22:14I just mean, maybe another way to ask is,

22:17what do you think is fundamental to the universe

22:20and what is emergent?

22:21So if existence, are we supposed to think of that

22:24as somehow fundamental, you think?

22:26- So there's a couple of problems in physics

22:28that I think this is related to.

22:29One is, why does mathematics work

22:31at describing reality so well?

22:33And then there is this problem of,

22:35we don't understand why the laws of physics

22:37are the way they are, or why certain things get to exist,

22:40or what put in place the initial condition of our universe.

22:44There's all of these sort of really deep and big problems,

22:47and they all indirectly are related, I think,

22:51to the same kind of thing that,

22:55our physics is really good

22:56if you specify the initial condition

22:58at specifying a certain sequence of events,

23:01but it doesn't deal with the fact

23:03that other things could have happened,

23:05which is kind of an informational property,

23:06like a counterfactual property.

23:08And it's not good at explaining

23:12this conversation right now.

23:15There are certain things that are outside

23:17the explanatory reach of current physics,

23:19and I think they require looking at it

23:22from a completely different direction.

23:25And so I don't wanna have to fine tune

23:26the initial condition of the universe

23:28to specify precisely all the information

23:30in this conversation.

23:31I think that's a ridiculous assertion.

23:33But that's sort of how people wanna frame it

23:35when they're talking about,

23:36the standard model is sufficient

23:40if we had computing power to basically explain

23:42all of life and our existence.

23:44- An interesting thing you said is,

23:46the way we think about information computation

23:48is by observing a particular kind of systems on Earth

23:53that exhibits something we think of as intelligence.

23:56But that's like looking at, I guess,

23:59the tip of an iceberg,

24:01and we should be really looking at the fundamentals

24:03of the iceberg, like what makes water and ice

24:08and the chemistry from which intelligence emerges.

24:12- Yes, yes. - Essentially.

24:14- We can't just couple the information from the physics,

24:17and I think that's what we've gotten really good at doing,

24:19especially with sort of the modern age

24:23where software is so abstracted from hardware.

24:28But the entire process of biological evolution

24:31has basically been built,

24:33like been building layers of increasing abstraction.

§04Transcript · 24:36–32:48

24:36And so it's really hard to see that physics in us,

24:39but it's much clearer to see it in molecules.

24:42- Yeah, but I guess I'm trying to figure out,

24:44what do you think are the best tools to look at it?

24:48What do you think?

24:49- An open mind?

24:51Is that a tool? (laughs)

24:53- What's the physics of an open mind?

24:55- I think if we solve that, we'll solve everything.

24:58I'm saying an open mind

24:59because I think the biggest stumbling block

25:02to understanding sort of the things

25:05I've been trying to articulate,

25:07or, and when I talk also with colleagues

25:09that are thinking deeply about these same issues,

25:11is none of it is inconsistent with what we know.

25:15It's just such a radically different perception

25:18of the way we understand things now

25:19that it's hard for people to get there.

25:21And in some ways you have to almost forget

25:23what you've learned in order to learn something new, right?

25:25So I feel like most of my career

25:27trying to understand the problem of life

25:29has been variously forgetting and then relearning

25:33things that I learned in physics.

25:35And I think you have to have a capacity to learn things,

25:40but then accept that things that you learned

25:44might not be true.

25:47Or might need refinement or reframing.

25:50And the best way I can say that

25:53is just like with a physics education,

25:54there are just certain things you're told in undergrad

25:56that are like facts about the world.

25:58And your physics professors never tell you

26:01that those facts actually emerge from a human mind, right?

26:04So we're taught to think about,

26:05say the laws of physics, for example,

26:07as this like autonomous thing

26:09that exists outside of our universe

26:10and tells our universe how it works.

26:12But the laws of physics were invented by human minds

26:15to describe things that are regularities

26:17in our everyday experience.

26:19They don't exist autonomous to the universe.

26:21- Right, so it's like turtles on top of turtles,

26:23but eventually it gets to the human mind

26:26and then you have to explain the human mind

26:28with the turtles.

26:29- Yes.

26:30- So you have to, it comes from humans,

26:32this understanding, this simplification of the universe,

26:34these models.

26:36There's a guy named Stephen Wolfram,

26:38there's a concept called cellular automata.

26:42So there's some mysteries in these systems

26:47that are computational in nature

26:49that have maybe echoes of the kind of mysteries

26:54we should need to solve to understand what is life.

26:57So if we could talk, take a computational view of things,

27:04do you think there's something compelling

27:06to reducing everything down to computation,

27:09like the universe is computation,

27:12and then trying to understand life.

27:15So throw away the biology, throw away the chemistry,

27:18throw away even the physics that you learn

27:21undergrad and graduate school,

27:22and more look at these simple little systems,

27:25whether it's cellular automata

27:27or whatever the heck kind of computational systems

27:29that operate on simple local rules

27:31and then create complexity as they evolve.

27:36Is it at all, do you think, productive

27:39to focus on those kinds of systems

27:42to get an inkling of what is life?

27:44And if it is, do you think it's possible

27:48to come up with some kind of laws and principles

27:51about what makes life in those computational systems?

27:56- So I like cellular automata,

27:57I think they're good toy models,

27:59but mostly where I've thought about them and used them

28:02is to actually, let's say, poke at

28:07sort of the current conceptual framework that we have

28:10and see where the flaws are.

28:12So I think the part that you're talking about

28:15that people find intriguing is that

28:17if you have a fairly simple rule

28:19and you specify some initial condition

28:21and you run that rule on that initial condition,

28:23you could get really complex patterns emerging.

28:26And ooh, doesn't that look lifelike?

28:28- Well, it's like really surprising,

28:32isn't it really surprising? - It is really surprising.

28:33And they're beautiful.

28:35And I think they have a lot of nice features

28:37associated to them.

28:39I think the things that I find,

28:42yeah, so I do think as a proof of principle

28:46that you can get complex things

28:47emerging from simple rules, they're great.

28:50As a sort of proof of principle

28:52about some of the ways that we might think of computation

28:56as being sort of a fundamental principle

28:59for dynamical systems and maybe the evolution

29:02of the universe as a whole,

29:03they're a great model system.

29:05As an explanatory framework for life,

29:07I think they're a bit problematic

29:10for the same reason that the laws of physics

29:14are a bit problematic.

29:16And the clearest way I can articulate that

29:19is like cellular automata are actually cast

29:22in sort of a conceptual framework

29:24for how the universe should be described

29:26that goes all the way back to Newton, in fact,

29:29with this idea that we can have a fixed law of motion,

29:33which exists sort of, it's given to you.

29:36The great programmer in the sky gave you this equation

29:40or this rule, and then you just run with it.

29:43And the rule doesn't have,

29:45so a good feature of the rule

29:46is it doesn't have specified in the rule

29:49information about the patterns it generates.

29:51So you wouldn't want, for example,

29:53my cup or my water bottle or me sitting here

29:57to be specified in the laws of physics.

29:58That would be ridiculous 'cause it wouldn't be

30:00a very simple explanation of all the things happening.

30:02It'd have to explain everything.

30:03So, and cellular automata have that feature,

30:06and the laws of physics have that feature.

30:08But you also need to specify the initial condition.

30:13And it also, it basically means that everything that happens

30:17is sort of a consequence of that initial condition.

30:19And I think this kind of framework

30:21is just not the right one for biology.

30:25And part of the way that it's easiest to see this

30:28is a lot of people talk about self-reference

30:31being important in life.

30:33The fact that, you know, like the genome

30:36has information encoded in it.

30:39That information gets read out.

30:41It specifies something about the architecture of a cell.

30:45The architecture of the cell includes the genome.

30:47So the genome has basically self-referential information.

30:49Self-reference obviously comes up in computational law

30:53because it's kind of foundational to Turing's work

30:56and what Gödel did with the incompleteness theorems

30:58and things.

30:59So there's a lot of parallels there,

31:02and people have talked about that at depth.

31:05But the other way of kind of thinking about it

31:06in terms of like a more physics-y way of talking about it

31:10is that what it looks like in biology

31:12is that the rules or the laws depend on the state.

31:15This is typical in computer science.

31:17This is obvious to you.

31:18You know, the update rule depends

31:19on the state of the machine, right?

31:21But you know, you don't think about, you know,

31:24that being sort of the dynamic in physics.

31:27It's, you know, the rules given to you,

31:29and then it, you know, it's a very special subclass,

31:31say, of computations if, you know,

31:33you don't ever change the update.

31:36But in biology, it seems to be that the state

31:38and the law change together as a function of time,

31:41and we don't have that as a paradigm in physics.

31:43And so a lot of people have talked about this

31:45as being kind of a perplexing feature

31:47that maybe there are certain scenarios

31:49where the laws of physics or the laws

31:51that govern a particular system

31:53actually change as a function of state of that system.

31:56- That's trippy.

31:57- Yeah.

31:58- So yeah, the hope of physics,

32:00it's a hope, I guess, but often stated

32:03as a underlying assumption is that the law is static.

32:08- Right.

32:10- Okay.

32:10- And even having laws that vary in time,

32:12not even as a function of the state,

32:14is very radical when you--

32:16- The time in general.

32:17- Yeah.

32:18- Like, you wanna remove time from the equation

32:21as much as possible.

32:22- Yeah, I do.

32:24There's some interesting things in this,

32:25like when we think more deeply about the actual physics

32:29that we're trying to propose governs life,

32:31me with collaborators, and then also other people

32:33that think about similar things,

32:35that time might actually be fundamental,

32:36and there really is an ordering to time.

32:38And that events in the universe are unique

32:41because they have a particular, they happen,

32:44like an object in the universe requires

32:45a certain history of events in order to exist,

32:48which therefore suggests that time

§05Transcript · 32:49–40:32

32:49really does have an ordering.

32:50I'm not talking about the flow of time

32:51and our perception of time,

32:52just the ordering of events.

32:53- Causation of things.

32:54- Yes, causation, there's that word again.

32:56- So causation, that's when you say time,

32:58you mean causation.

32:59- Yes.

33:00- In your proposed model of the physics of life,

33:05the fundamental thing would be causation.

33:08If you were to bet your money on one particular horse

33:11or whatever.

33:12- Yes.

33:13- And then space is emergent?

33:15- Yes.

33:16- So everything's emergent except time.

33:19- Kind of, yeah, or causation.

33:21- And laws change all the time.

33:22Why does it look like laws are the same?

33:24- Well, because, well one way,

33:27and I actually, this idea comes from Lee Cronin

33:30'cause I work with him very closely on these things,

33:31is that the laws of physics look the way they do

33:33because they're low memory laws.

33:35So they don't require a lot of information to specify them.

33:37They're very easy for the universe to implement.

33:39But if you get something like me, for example,

33:42I require a four billion year history

33:43to exist in the universe.

33:44I come with a lot of historical baggage.

33:47And that's part of what I am as a set of causes

33:49that exist in the universe.

33:50So I have local rules that apply to me

33:55that are associated with sort of the information

33:57in my history that aren't universal

33:59to every object in the universe.

34:01And there are some things that are very easy

34:03to implement, low memory rules,

34:06that apply to everything in the universe.

34:08- So there's no shortcuts to you.

34:10- No.

34:11So yeah, I don't believe in things like Boltzmann brains

34:13or fluctuations out of the vacuum

34:17that can produce things like your desk ornaments.

34:19I actually think they require a particular causal chain

34:24of events to exist.

34:25- Well, I appreciate the togetherness of that.

34:28But so how does that, if we have to simulate

34:32the entire universe to create the ornaments

34:35in the two of us, how are we supposed

34:38to create engineer life in a lab?

34:41- Yeah, that's, this goes back to sort of the critique

34:44of the RNA world.

34:45I think one of the problems,

34:46and I'll get to answering your question,

34:48but I think this is kind of relevant here.

34:50One of the problems of the RNA world,

34:52when we test it in the laboratory,

34:54is how much information we're putting into the experiment.

34:57We specify the flask, we make pure reagents,

35:00we mix them, we take them out,

35:01we put them in the next flask, we change the pH,

35:04we change the UV light, and then we get a molecule.

35:07And it's not even an RNA molecule necessarily,

35:09it might just be a base, right?

35:11And so people don't usually think about the fact

35:14that we're agents in the universe making that experiment,

35:17and therefore we put a little bit of life

35:19into that experiment.

35:20Because it's part of our biological lineage,

35:23in the same sense that a cup,

35:24or I am a part of the biological lineage.

35:26The experiment is-- - Our ideas are injecting life.

35:31- Yes. - To the experiment.

35:32- And the constraints that we put on the experiments.

35:34Because those conditions wouldn't exist in the universe,

35:36on planet Earth at that time,

35:38without us as the boundary condition, right?

35:40So-- - Even though we're not actually

35:42adding any actual chemistry or biology

35:45that could be identified as life,

35:47are the constraints we're adding to the experiment,

35:49the design of the experiment.

35:51- Yeah, you can think of the design of the experiment

35:52as a program, you put information in.

35:54It's an algorithmic procedure

35:55that you design the experiment.

35:57And so the origin of life problem becomes one

36:01of minimizing the information we put into physics,

36:04to actually watch the spontaneous origin of life.

36:07- Can we have, so can, is it possible in the lab

36:09to have an information vacuum then?

36:12So like-- - If we could, we would,

36:13that would be amazing, I don't know.

36:15That's a good question for, more for Lee.

36:17- Yeah, you guys, by the way,

36:18for people who don't know Lee Cronin,

36:20is, you guys are colleagues. - Yeah.

36:23- And I've gotten the chance to listen

36:25to the two of you talking.

36:26There's great chemistry,

36:28and you're brilliant at brainstorming together.

36:30And there's a really exciting community here

36:34of brilliant people from different disciplines

36:36working on the problem. - Yeah.

36:38- Of life, of complexity, of, I don't know, whatever.

36:42The words fail us to describe the exact problem

36:45we're trying to actually-- - Right.

36:46- Understand here, intelligence, all those kinds of things.

36:50Okay, so what, from a lab perspective,

36:55so Lee, I guess, would you call him a chemist?

36:57No, what is he? - I think by training,

36:59he's a chemist, but I think most of the people

37:01that work in the field we do have lost their discipline.

37:03(laughing)

37:04That's why I couldn't answer your question earlier.

37:06- Okay. - I don't know what you call him.

37:08- Yeah. - I don't know

37:09what I call myself.

37:10I don't know what I call any of my friends.

37:11- So why is it so hard to create,

37:14and it's an interesting question,

37:16to create biological life in the lab?

37:19Like, from your perspective,

37:21is that an important problem to work on,

37:23to try to recreate the historical origin of life on Earth,

37:28or echoes of the historical origin?

37:31- I think echoes is more appropriate.

37:32I don't think asking the question

37:34of what was the exact historical sequence of events,

37:37and engineering every step in the process

37:40to make exactly the chemistry of life on Earth

37:42as we know it is a meaningful way of asking the question.

37:46And it's a little bit like,

37:47you know, since you're in computer science,

37:50like if you know the answer to a problem,

37:53it's easier to find a program to specify the output, right?

37:56But if you don't know the answer a priori,

37:58you know, finding an algorithm for,

37:59like say finding a prime or something,

38:01it's easy to, you know, verify it's a prime number.

38:05It's hard to find the next prime.

38:07And the way the original life is structured right now,

38:10and the historical problem is,

38:13you know the answer, and you're trying to retrodict it

38:15by breaking it down into the set of procedures

38:17where you're putting a lot of information in.

38:19And what we need to do is ask the question of,

38:22how is it that the rules of how our universe is structured

38:26permit things like life to exist,

38:28and what is the phenomena of life?

38:29And those questions are obviously

38:31essentially the same question.

38:33And so you're looking essentially for this missing physics,

38:37this missing explanation for what we are,

38:39and you need to set up proper experiments

38:41that are gonna allow you to probe

38:43the vast complexity of chemistry in an unconstrained way

38:47with as little information put in as possible

38:50to see when things, when does information actually emerge?

38:53How does it emerge?

38:55What is it?

38:57And part of the sort of conjecture we have is

39:01that this physics only becomes relevant,

39:03or at least this is my personal conjecture,

39:05and it's sort of validated by this kind of theory

39:09experiment collaboration that we have working in this area.

39:14That this, you know, sort of,

39:17I made the point about like gravity existing everywhere,

39:19right, but when you study an atomic nucleus,

39:22you don't care about gravity.

39:23It's not relevant physics there, right?

39:24It's weak, it doesn't matter.

39:27And so this idea that there's kind of a physics

39:31associated with information,

39:33for me, it's very evident that that physics

39:37doesn't become relevant until you need information

39:39to specify the existence of a particular object.

39:42And the scale of reality where that happens is in chemistry

39:46because of the combinatorial diversity of chemical objects

39:49that can exist far out exceeds

39:52the amount of resources in our universe.

39:54So if you want it, you can't make every possible protein

39:57of length, you know, 200 amino acids,

40:00there's not enough resources.

40:01So in order for this particular protein to exist,

40:05and this protein to exist in high abundance,

40:07means that you have to have a system that has knowledge

40:10of the existence of that protein and can build it.

40:12- So existence comes to be at the chemical level.

40:15So existence is most,

40:17is best understood at the chemical level.

40:20- It's most evident.

40:22It's a little bit like,

40:23nobody argues that gravity doesn't exist

40:24in an atomic nucleus, it's just not relevant physics there.

40:27- So the physics of information--

40:29- Is everywhere, it exists at every combinatorial scale,

40:32but it becomes more and more relevant

§06Transcript · 40:34–49:02

40:34the more set of possibilities that could exist.

40:36Because you have to specify more and more

40:39about why this thing exists and not the infinite,

40:41it's not an infinite set, but you know,

40:43the set of, undefined set of other things that could exist.

40:46- So can I ask a weird question?

40:49Which is, so let's look into the future.

40:53- I try that every day, it never works.

40:55- So say a Nobel Prize is given in physics,

41:00maybe chemistry, for discovering the origin of life.

41:05No, but not the historical origin.

41:09Some kind of thing that we're talking about.

41:11What exactly would,

41:15what do you think that,

41:20what do you think that person,

41:22maybe you, did to get that Nobel Prize?

41:24Like what would they have to have done?

41:26'Cause you could do a bunch of experiments

41:27that go like with an aha moment.

41:30Like you rarely get the Nobel Prize

41:33for like, you've solved everything, we're done.

41:37It's like some inkling of some deep truth.

41:40Like what do you think that would actually look like?

41:43Would it be an experimental result?

41:45I mean, it will have to have some kind of experimental,

41:48maybe validation component.

41:50So what would that look like?

41:52- This is an excellent question.

41:54I wanna, sorry, I'm gonna make a quick point,

41:57which is just a slight tangent.

41:58But you know, like when people ask about the origin of mass

42:01and like looking for the Higgs mechanism and things,

42:03they never are like, we need to find the historical origins

42:06of life in the early,

42:06although those things are related, right?

42:08So this problem of origins of life in the lab,

42:11I think is really important.

42:12But the Higgs is a good example

42:14because you had theory to guide it.

42:15So somehow you need to have an explanatory framework

42:20that can say that we should be looking for these features

42:24and explain why they might be there

42:27and then be able to do the experiment

42:29and demonstrate that it matches with the theory.

42:31But it has to be something that is outside

42:34sort of the paradigm of what we might expect

42:36based on what we know, right?

42:37So this is a really sort of tall order.

42:40And I think,

42:42I mean, I guess the way people would think about it

42:46is like, you know, if you had a bacteria

42:48that climbed out of your test tube or something,

42:49and it was like, you know, moving around on the surface,

42:51that would be ultimate validation.

42:53You saw the original life in an experiment.

42:55But I don't think that's quite what we're looking for.

42:57I think what we're looking for is evidence

43:01of when information that originated

43:06within the bounds of your experiment,

43:08and you can demonstrably prove emerged spontaneously

43:11in your experiment, wasn't put in by you,

43:14actually started to govern the future dynamics

43:17of that system and specify it.

43:20And you could somehow relate those two features directly.

43:23So you know that the program specifying

43:26what's happening in that system

43:27is actually internal to that system.

43:29Like say you have a chemical thing in a box.

43:32- Well, so that's one Nobel Prize winning experiment,

43:36which is like information in some fundamental way

43:39originated within the constraints of the system

43:42without you injecting anything.

43:44But another experiment is you injected something

43:49and got out information.

43:52So like you injected, I don't know,

43:55like some sugar and like something

43:59that doesn't necessarily feel like it should be information.

44:03- Yeah, so actually no, I mean, sugar is information, right?

44:07So part of the argument here is that every physical object

44:10is, well, it's information,

44:12but it's a set of causal histories

44:14and also a set of possible futures.

44:16So there is an experiment that I've talked a lot about

44:20with Lee Cronin, but also with Michael Lachman

44:22and Chris Kempis who are at Santa Fe,

44:23about this idea that sometimes we talk about

44:25as like seeding assembly,

44:27which is you take a high complexity,

44:30like an object that exists in the universe

44:32because of a long causal history,

44:34and you seed it into a system of lower causal history.

44:38And then suddenly you see all of this complexity

44:40being generated.

44:41So I think another validation of the physics would be,

44:44say you engineer an organism

44:46by purposefully introducing something

44:49where you understand the relationship

44:51between the causal history of the organism

44:54and the say very complex chemical set of ingredients

44:57you're adding to it.

44:58And then you can predict the future evolution of that system

45:02to some statistical set of constraints

45:05and possibilities for what it will look like in the future.

45:10You know, I'm a physical structure,

45:12obviously like I'm composed of atoms,

45:15the configuration of them

45:16and the fact that they happen to be me

45:19is because I'm not actually my atoms,

45:22I am a informational pattern

45:24that keeps repatterning those atoms into Sarah.

45:28And I have also associated to me

45:32like a space of possible things that could exist

45:36that I can help mediate come into existence

45:38because of the information in my history.

45:41And so when you understand sort of that

45:45time is a real thing embedded in a physical object,

45:49then it becomes possible to talk about

45:52how histories when they interact,

45:57and a history is not a unique thing,

45:58it's a set of possibilities.

45:59When they interact,

46:00how do they specify what's coming next?

46:03And then where does the novelty come from in that structure?

46:05'Cause some of it is kind of things

46:06that haven't existed in the past can exist in the future.

46:09- Let me ask about this entity that you call Sarah.

46:12- Yes.

46:14I talk to myself, put myself in third person sometimes,

46:16I don't know why.

46:17- So maybe this is a good time to bring up consciousness.

46:22- Sure.

46:23It's been here all along.

46:26- Well, has it?

46:28So that's--

46:29- At least in this conversation,

46:30I think I've been conscious most of it,

46:31but maybe I haven't.

46:32- Well, yeah, so speak for yourself.

46:34You're projecting your consciousness onto me.

46:37You don't know if I'm conscious or not.

46:39- No, I don't.

46:41You're right.

46:41- Is that, you talked about the physics of existence,

46:45you talked about the emergence of causality,

46:50sorry, you talked about causality and time

46:52being fundamental to the universe.

46:54Where does consciousness fit into all of this?

46:58Like, do you draw any kind of inspiration or value

47:03with the idea of panpsychism

47:05that maybe one of the things that we ought to understand

47:09is the physics of consciousness?

47:12Like, one of the missing pieces

47:15in the physics view of the world

47:17is understanding the physics of consciousness.

47:20Or like that word has so many concepts underneath it,

47:24but let's put it,

47:26let's put consciousness as a label on a black box of mystery

47:30that we don't understand.

47:32Do you think that black box holds the key

47:36to finally answering the question of the physics of life?

47:40- The problems are absolutely related.

47:42I think most, and I'm interested in both

47:44because I'm just interested in what we are.

47:46And to me, the most interesting feature

47:48of what we are is our minds

47:49and the way they interact with other minds.

47:51Like minds are the most beautiful thing

47:52that exists in the universe.

47:53So how did they come to be?

47:55- Sorry to interrupt.

47:56So when you say we, you mean humans.

47:58- I mean humans right now,

47:59but that's because I'm a human, or at least I think I am.

48:02- You think there's something special to this particular?

48:05- No, no, no, no, no.

48:06No, I don't, I'm not a human-centric thinker.

48:11- But are you one entity?

48:12You said a bunch of stuff came together to make a Sarah.

48:15Like, do you think of yourself as one entity

48:18or are you just a bunch of different components?

48:20Like, is there any value to understand the physics of Sarah?

48:23Like, or are you just a bunch of different things

48:26that are like a nice little temporary side effect?

48:30- Yeah, you could think of me as a bundle of information

48:33that just became temporarily aggregated into your individual.

48:35Yeah, that's fine.

48:37I agree with that view.

48:38(laughing)

48:40I'll take that as a compliment, actually.

48:42- But nevertheless, that bundle of information

48:46has become conscious,

48:47or at least keeps calling herself conscious.

48:50- Yeah, I think I'm conscious right now,

48:52but I might not be, but that's okay.

48:55Or you wouldn't know.

48:56So yeah, so this is the problem.

48:57So yeah, usually people,

48:59when they are talking about consciousness,

49:00are worried about the subjective experience.

49:02And so I think that's why you're saying,

§07Transcript · 49:04–56:48

49:04I don't know if you're conscious

49:05because I don't know if you're experiencing

49:06this conversation right now.

49:08And nor do you know if I'm experiencing

49:11the conversation right now.

49:12And so this is why this is called

49:14the hard problem of consciousness,

49:15because it seems impenetrable from the outside

49:17to know if something's having a conscious experience.

49:21And I really like the idea of also

49:24the hard problem of matter,

49:26which is related to the hard problem of consciousness,

49:28which is you don't know the intrinsic properties

49:31of an electron not interacting,

49:33say for example, with anything else in the universe.

49:35All the properties of anything that exists in the universe

49:38are defined by its interaction,

49:39because you have to interact with it

49:40in order to be able to observe it.

49:42So we can only actually know the things

49:44that are observable from the outside.

49:46And so this is one of the reasons

49:47that consciousness is hard for science,

49:49because you're asking questions about something

49:51that's subjective and supposed to be intrinsic

49:54to what that thing is as it exists

49:56and how it feels about existing.

49:57And so I have thought a lot about this problem

50:02and its relationship to the problem of life.

50:05And the only thing I can come up with

50:07to try to make that problem scientifically tractable

50:12and also relate it to how I think about the physics of life

50:17is to ask the question,

50:20are there things that can only happen in the universe

50:23because there are physical systems

50:26that have subjective experience?

50:28So does subjective experience have different causes,

50:32things that it can cause to occur

50:35that would happen in the absence of that?

50:38I don't know the answer to that question,

50:40but I think that's a meaningful way

50:42of asking the question of consciousness.

50:43I can't ask if you're having experience right now,

50:46but I can ask if you having experience right now

50:49changes something about you

50:50and the way you interact with the world.

50:52- So does stuff happen?

50:56It's a good question to ask,

50:57does stuff happen if consciousness is--

51:00- Then it's a real physical thing, right?

51:03It has physical consequences.

51:04I'm a physicist, I'm biased, so I don't, you know,

51:06I can't get rid of that bias.

51:08It's really deeply ingrained.

51:10I've tried, but it's hard.

51:12- But I mean, you're saying information is physical too.

51:14So like virtual reality and simulation,

51:16all that program is physical too.

51:18- Yes, everything's physical.

51:19It's just not physical the way it's represented in our minds

51:22- Right, so you, I love your Twitter.

51:25So you tweet these like deep thoughts, deep thoughts.

51:29- That's what a theorist does

51:30when she's trying to experiment.

51:32- Is tweet?

51:34- Yes.

51:35- Sitting there, I mean, I can just imagine

51:37you sitting there for like hours

51:39and all of a sudden just like this thought comes out

51:41and you get a little like inkling into the thought process.

51:46- Yeah, usually it's like when I'm running between things

51:48and I'm like, I've got deep thoughts.

51:50- Well, yeah, so you--

51:52- Deep thoughts are hard to articulate.

51:53- One of the things you tweet is ideologically,

51:56there are many parallels between the search

51:58for neural correlates of consciousness

52:01and for chemical correlates of life.

52:04How the neuroscience and astrobiology communities

52:07treat those correlates is entirely different.

52:10Can you elaborate against this kind of the parallels?

52:14It has to do a little bit with the consciousness

52:16and the matter thing you're talking about.

52:20- Yeah, it does.

52:20And I can't remember what state of mind I was

52:23when I was actually thinking about that.

52:24But I think part of it is--

52:27- I bet you never thought you're gonna have to

52:28analyze your own tweets.

52:29- No, I didn't.

52:31It's an interesting historical juxtaposition of thinking.

52:34So yeah.

52:35- So the tweet is a historical--

52:37- Hey, you're doing an assembly experiment right now

52:40'cause you're bringing a thought from the past

52:41into the present and trying to actually--

52:43- In the lab.

52:44- Yeah, yeah, yeah.

52:45This is experimental science right here

52:47on the podcast live.

52:48- So go, let's see how the consciousness evolves on this one.

52:53- Yeah, so in neuroscience, it's kind of accepted

52:57that we can't get at the subjective aspect of consciousness.

53:01So people are very interested in what would be

53:04a correlate of consciousness.

53:06- What's a correlate?

53:09- A correlate is a feature that relates

53:13to conscious activity.

53:14So for example, a verbal report is a correlate

53:18of consciousness because I can tell you when I'm conscious.

53:22And then when I'm sleeping, for example,

53:25I can't tell you I'm conscious.

53:26So we have this assumption that you're not conscious

53:28when you're sleeping and you're conscious when you're awake.

53:31And so that's sort of like a very obvious example.

53:35But neuroscientists, which I'm no neuroscientist

53:38and I'm not an expert in this field.

53:41But they have very sophisticated ways of measuring activity

53:44in our brain and trying to relate that to verbal report

53:47and other proxies for whether someone

53:49is experiencing something.

53:51And that's what is meant by neural correlates.

53:54And then so when people are trying to think about

53:58studying consciousness or developing theories

54:02for consciousness, they often are trying to build

54:06an experimental bridge to these neural correlates.

54:09Recognizing the fact that a neural correlate

54:11may or may not correspond to consciousness

54:15because that problem's hard

54:17and there's all these associated issues to it.

54:19- So that's from a neuroscience perspective,

54:22it's like fake it till you make it.

54:23So you-- - Pretty much, yeah.

54:24- You fake whatever the correlates are

54:26and hopefully that's going to summon

54:31the thing that is consciousness.

54:32- Yeah, something like that.

54:33- And so the same thing on the chemical correlates of life.

54:37That sounds like, that's an awesome concept.

54:39Is that something that people--

54:41- No, I just made that up.

54:42- Okay.

54:43- That was original to that tweet.

54:43You can cite the tweet.

54:45Maybe I'll write it in a paper someday.

54:48- Chemical correlates of life, that's a good title.

54:50I mean, first of all, your paper is true

54:52that people should check out, have great titles.

54:55- Thank you.

54:56- Papers you're involved with.

54:58So your tweets and titles are stellar

55:01and also your ideas,

55:02but the tweets and titles are much more important.

55:04- Of course.

55:05- So--

55:06- Ideas will live longer.

55:07- Yeah.

55:09- They're much more diffuse though.

55:12- Well, yeah, the tweet is the Trojan horse

55:15for the idea that sticks on for a long time.

55:18Okay, so is there anything to say

55:19about the chemical correlates of life?

55:20You're saying they're similar kind of ways

55:24of thinking about it,

55:25but you mentioned about the communities.

55:30- Yeah, so I think in astrobiology,

55:32there's no concept of chemical correlates of life.

55:37We don't think about it that way.

55:38We think if we find molecules

55:40that are involved in biology, we found life.

55:44So I think one of my motivations there

55:48was just to separate the fact

55:49that life has abstract properties associated to it.

55:53They become imprinted in material substrates

55:56and those substrates are correlates for that thing,

55:59but they are not necessarily the thing

56:01we're actually looking for.

56:02The thing that we're looking for

56:03is the physics that's organizing that system to begin with,

56:05not the particular molecules.

56:07In the same sense that your consciousness

56:10is not your brain.

56:12It's instantiated in your brain.

56:17It has to have a physical substrate,

56:18but the matter is not the thing that you're looking at.

56:22It's some other, at least not in the way

56:24that we have come to look at matter

56:27with traditional physics and things.

56:28There's something else there

56:29and it might be this feature of history I was talking about

56:31or time being actually physically represented there.

56:35- Do you think consciousness can be engineered?

56:38- Yes.

56:40- In the same way that life can be engineered?

56:41- Wow, that was a fast answer.

56:42I didn't even think about that.

56:43That's interesting.

56:44- You don't have a free will.

56:46- No, I do have free will, but it's interesting

56:48'cause I mean--

§08Transcript · 56:49–1:04:21

56:49- Now you're backtracking.

56:51- No, no, I do--

56:52- And that was predestined.

56:53- Yeah, no, no.

56:55No, I do believe in free will,

56:56but I also think that there's kind of an interesting,

56:59speaking about consciousness,

57:03what are you consciously aware of

57:04versus what is your subconscious brain

57:07actually processing and doing?

57:08And sometimes there's conflict

57:10between your consciousness and your subconsciousness

57:13or your consciousness is a little slower

57:14than your subconscious.

57:16And intuition is a really important feature of that.

57:18And so a lot of the ways I do my science

57:20is guided by intuition.

57:22So when I give fast answers like that,

57:23I think it's usually because I haven't really thought

57:25about them and therefore that's probably telling me something.

57:29- Let's continue the deep analysis of your tweets.

57:31You said that determinism in a tweet,

57:35determinism and randomness play important roles

57:38in understanding what life is.

57:40So let me ask on this topic of free will,

57:42what is determinism, what is randomness,

57:45and why the heck do they have anything to do

57:48with understanding life?

57:50- Yeah, and you threw free will in there,

57:52just throwing all the stuff in the bag.

57:55- Are they not related?

57:55Determinism and randomness? - No, no, they are related.

57:58No, no, sorry, I was being unfair.

58:00- You didn't even capitalize the tweet, by the way.

58:02It was all lowercase.

58:03- I must have been angry.

58:05- Oh, that was, can you analyze the emotion behind that?

58:08- No, I actually-- - Is it frustration?

58:09- Yeah, maybe.

58:10So I already argued that I don't think that can happen

58:14without that whole causal history.

58:16And so I guess in some sense,

58:18the determinism for me arises because of the causal history.

58:23And I'm not really sure actually about whether

58:26the universe is random or deterministic.

58:29I just had this sort of intuition for a long time.

58:32I'm not sure if I agree with it anymore,

58:34but it's still kind of lingering,

58:35and I don't know what to do with this question.

58:37But it seems to me, so you asked the question,

58:40what is life?

58:41But you could also, why life?

58:42Why does life exist?

58:43What does the universe need life for?

58:45Not that the universe has needs,

58:46but we have to anthropocentrize things sometimes

58:48to talk about them.

58:50And I had this feeling that if it was possible

58:53for a cup or a desk ornament or a phone on Mars

58:57to spontaneously fluctuate into existence,

58:59the universe didn't need life to create those objects.

59:01It wasn't necessary for their existence.

59:03It was just a random fluke event.

59:05And so somehow to me, it seems that it can't be

59:09that those things form by random processes.

59:11They actually have to have a set of causes

59:14that accrue and form those things,

59:17and they have to have that history.

59:18And so it seems to me that life was somehow deeply related

59:23to the question of whether the underlying rules

59:25of our universe had randomness in them

59:27or they were fully deterministic.

59:29And in some ways, you can think about life

59:30as being the most deterministic part of physics

59:33because it's where the causes are precise in some sense.

59:38- Or most stable?

59:40So like-- - Most stable, yes.

59:41Most reliable.

59:43- Most reliable for the tools of physics.

59:47But what--

59:48- Right, well, so--

59:49- Where's randomness come from then?

59:50Okay, so you were speaking with--

59:54- I've gone in a tangent,

59:55so I'm not sure where we are in the, yeah.

59:57- All of the universe is a kind of tangent,

60:00so we're embracing the tangent.

60:03So free will, you believe-- - Yes.

60:07- At this current time that you have free will--

60:09- I believe my whole life I have free will.

60:11What is illusion?

60:11No, just kidding.

60:12(Lex laughing)

60:13I still believe it.

60:14- You still believe it.

60:15So at the same time, you think that

60:18in your conception of the universe,

60:20causality seems to be pretty fundamental.

60:23- That's right.

60:23- Which kind of wants the universe to be deterministic.

60:27So how the heck--

60:29- Because I'm a determ--

60:30- Do you think you have a free will

60:31and yet you value causality?

60:33- Because I depart from the conception of physics

60:39that you can write down an initial condition

60:42and a fixed law of motion

60:43and that will describe everything.

60:45There's no incompatibility

60:47if you are willing to reject that assertion.

60:49- So where's the randomness,

60:51where's the magic that gives birth to the free will?

60:54Is it the randomness of the laws of physics?

60:56- No, in my mind what free will is

61:00is the fact that I as a physical system

61:03have causal control over certain things.

61:05I don't have causal control over everything,

61:06but I have a certain set of things.

61:09And I'm also, as I described,

61:12sort of a nexus of a particular set of histories

61:15that exist in the universe

61:16and a particular set of futures that might exist.

61:18And those futures that might exist

61:20are in part specified by my physical configuration as me.

61:25And therefore, it may not be free will

61:29in the traditional sense.

61:30I don't even know what people mean

61:31when they're talking about free will, honestly.

61:33It's like the whole discussion's really muddled.

61:35But in the sense that I am a causal agent,

61:38if you wanna call it that, that exists in the universe,

61:40and there are certain things that happen

61:42because I exist as me, then yes, I have free will.

61:45- No, but do you, Sarah,

61:49have a choice about what's going to happen next?

61:51- Oh, I see.

61:52- Could I have, if I run this universe again--

61:56- Yes, I think so.

61:57- You have a choice.

61:58Where's the choice come from?

62:00- I think that's related to the physics of consciousness.

62:02So one of the things I didn't say about that,

62:03I don't know, maybe this is me just being hopeful

62:06because maybe I just wanna have free will.

62:08But I don't think that we can rule out the possibility

62:10because I don't think that we understand enough

62:13about any of these problems.

62:14But I think one of the things that's interesting for me

62:16about the sort of inversion of the question

62:18of consciousness that I proposed

62:21is one of the features that we do

62:24is we have imagination, right?

62:27And people don't think about imagination

62:28as a physical thing, but it is a physical thing.

62:30It exists in the universe, right?

62:32And so I'm really intrigued by the fact that, say,

62:35humans for, you know, another physical system

62:38could do this too, it's not special to humans,

62:39but for centuries imagined flying machines and rockets

62:44and then we finally built them, right?

62:45So they were represented in our minds

62:47and on the pages of things that we drew

62:50for hundreds of years before we could build

62:51those physical objects in the universe.

62:54But certainly the existence of rockets is in part

62:58caused by the fact that we could imagine them.

63:03And so there seems to be this property

63:07that some things don't exist,

63:09they've never physically existed in the universe,

63:12but we can imagine the possibility of them existing

63:14and then cause them to exist,

63:16maybe individually or collectively.

63:18And I think that property is related to what I would say

63:21about having choice or free will,

63:23because that set of possibilities,

63:24that thing, those set of things that you can imagine

63:27is not constrained to your local physical environment

63:29and history.

63:30And this is what's a little bit different

63:32about intelligence as we see it in humans

63:34and AI that we wanna build than biological intelligence

63:37because biological intelligence is predicated completely

63:40on the history of things that's seen in the past.

63:42But something happened with the neural architectures

63:45that evolved in multicellular organisms

63:48that they don't just have access to the past history

63:50of their particular set of events,

63:52but they can imagine things that haven't happened,

63:55aren't on their timeline,

63:56and as long as they're consistent with the laws of physics,

63:58make them happen.

63:59- So this is fascinating.

64:02- It's trippy physics, but it exists, so there you go.

64:05- I mean, in some sense, if you look at like

64:07general relativity and gravity morphing space-time,

64:11in that same way, maybe whatever the physics

64:14of consciousness might be, it might be morphing,

64:17that's like what free will is.

64:18It's morphing like the space,

64:21just like ideas make rockets come to life.

§09Transcript · 1:04:25–1:12:36

64:25It's somehow changing the space of possible realizations

64:30of like whatever's, yeah, okay.

64:33- Life is kind of basically, if you wanna think about it,

64:35like life is sort of changing the probability distributions

64:38over what can exist.

64:39That's the physics of what life is,

64:41and then consciousness is this sort of layered property,

64:43your imagination on top of it,

64:45that kind of scrambles that a little bit more

64:47and like has access to, I don't know.

64:50It's kind of, we don't know how to describe it, right?

64:53Like that's why it's interesting, but--

64:54- But it's probabilistic, so you do think

64:56like God plays dice, so let me--

64:58- No, I think the description's probabilistic.

65:00I don't necessarily think the underlying physics

65:05is probabilistic.

65:06I think the way that we can describe this physics

65:09is going to be probabilistic and statistical,

65:12but the underlying, like when we take measurements

65:13in the lab, but the underlying physics itself

65:16might still be deterministic.

65:17I don't know, maybe I'm, it's hard to know

65:20what concepts to hold onto,

65:22so I find myself constantly rejecting concepts,

65:24but then I have to grab another one

65:26and try to hold onto something from intellectual history.

65:29- Well, it's possible that our mind is not able

65:31to hold the correct concepts in mind at all.

65:33Like we're not able to even conceive of them correctly.

65:36Maybe the words deterministic or random

65:39are not the right even words, concepts to be holding.

65:42But maybe you can talk to the theory of everything,

65:46this attempt in the current set of physical laws

65:49to try to unify them.

65:50Is there any hope that once a theory of everything

65:55is developed, and by theory of everything,

65:56I mean in a narrow sense of unifying quantum field theory

66:00and general relativity, do you think that will contain

66:03some, like in order to do that unification,

66:08you would have to get something that would then give hints

66:11about the physics of life, physics of existence,

66:15physics of consciousness?

66:15- Yeah, I used to not, but I actually,

66:19I have become increasingly convinced that it probably will.

66:23And part of the reason is, I think I've talked

66:26a little bit already about these holes in physics,

66:29like these, the theories we have in physics,

66:32you know, they have problems, they have lots of problems,

66:35and they're very deep problems,

66:37and we don't know how to patch them.

66:39And some of those problems become very evident

66:41when you try to patch quantum mechanics

66:43and general relativity together.

66:45So there is this kind of interesting feature

66:47that some of the ways of patching that

66:49might actually closely resemble the physics of life.

66:54And so the place where that actually comes up most,

66:56and actually we just had a workshop in the Beyond Center

66:58where I work at Arizona State University,

67:00and Lee Smolin made this point that he thinks

67:02that the theory of quantum gravity, when we solve it,

67:05is gonna be the same theory that gives rise to life.

67:08And I think that I agree with him on some levels

67:11because there's something very interesting

67:12where if you look at these sort of causal set theories

67:16of gravity, where they're looking for space

67:18as being emergent, and so space-time is an emergent concept

67:23from a causal set, which is also sort of related,

67:26I think, to what Wolfram's doing with his physics project.

67:29It's the same kind of underlying math

67:30that we have in this theory that we've been developing

67:32related to life called assembly theory,

67:35which is basically trying to look at complex objects

67:39like molecules and bacteria and living things

67:43as basically being assembled from a set of component parts

67:51and that they actually encode all the possible histories

67:54that they could have in that physical object.

67:56So mathematically, all these ideas, I think,

67:59are related.

67:59I think a lot of people are thinking about this

68:00from different perspectives.

68:02And then constructor theory that David Deutsch

68:04and Chiara Marleto have been developing

68:05is a totally different angle on it,

68:07but I think getting at some similar ideas.

68:09So it's a really interesting time right now, I think,

68:11for the frontiers of physics and how it's relating

68:13to maybe deeper principles about what life is.

68:15So short answer, yes.

68:17Long-winded answer, rewind.

68:19- Can we talk about aliens?

68:22- Anytime.

68:23(laughing)

68:25- So one, I think one interesting way

68:28to sneak up on the question of what is life

68:31is to ask what should we look for in alien life?

68:36If we were to look out into our galaxy

68:40and into the universe and come up with a framework

68:44of how to detect alien life,

68:47what should we be looking for?

68:49Is there a set of rules?

68:53It's both the tools and the tools that are,

68:57serve as sensors for certain kind of properties of life.

69:01So what should we look for in alien life?

69:05- Yeah, so we have a paper actually coming out on Monday,

69:08which is collaboration.

69:09It's actually really Lee Cronin's lab,

69:11but my group worked with him on it

69:12and we're working on the theory,

69:13which is this idea that we should look for life

69:18as high assembly objects.

69:20What we mean by that is,

69:22which is actually observationally measurable.

69:24And this is one of the reasons

69:25that I started working with Lee on these ideas

69:27is because being a theorist, it's easy to work in a vacuum.

69:30It's very hard to connect abstract ideas

69:32about the nature of life

69:33to anything that's experimentally tractable.

69:35But what his lab has been able to do

69:39is develop this method where they look at a molecule

69:43and they break it apart into all its component parts.

69:46And so you say you have some elementary building blocks

69:48and you can build up all the ways of putting those together

69:51to make the original object.

69:52And then you look for the shortest path in that space.

69:55And you say that's sort of the assembly number

69:59associated to that object.

70:00And if that number's higher,

70:02it assumes that a longer causal history

70:05is necessary to produce that object

70:07or more information is necessary

70:08to specify the creation of that object in the universe.

70:11Now that kind of idea at a superficial level

70:14has existed for a long time.

70:15That kind of idea as a physical observable of molecules

70:19is completely novel.

70:20And what his lab has been able to show

70:22is that if you look at a bunch of samples

70:24of non-biological things and biological things,

70:26there's this kind of threshold of assembly

70:31where as far as the experimental evidence is

70:34and also your intuition would suggest

70:38that non-biological systems don't produce things

70:41with high assembly number.

70:43So this goes back to the idea

70:44like a protein's not gonna spontaneously fluctuate

70:47into existence on the surface of Mars.

70:48It requires an evolutionary process

70:50and a biological architecture to produce a protein.

70:52You generalize that argument,

70:54you know a complex molecule or a cup or a desk ornament

70:58in this sort of abstract idea of assembly spaces

71:02as being the causal history of objects.

71:04And you can talk about the shortest path

71:06from elementary objects to an object

71:08given an elementary set of operations.

71:11And you can experimentally measure that with a mass spec.

71:14And that's basically sort of the idea.

71:16- That's really fascinating.

71:17I can't get out of my head.

71:19I'd start imagining Legos

71:20and all the Legos I've ever built and how many steps.

71:23What is the shortest path to the final--

71:25- Right, right.

71:26- To find a little Lego castles.

71:28- So yeah, so then like asking

71:30about going to look for alien life,

71:31the idea is most of the instruments that NASA builds,

71:35for example, or any of the space agencies

71:37looking for life in the universe

71:38are looking for chemical correlates of life, right?

71:42But here we have something

71:43that is based on properties of molecules.

71:46It's not a chemical correlate.

71:47It's agnostic.

71:49It doesn't care about the molecule.

71:50It cares about what is the history necessary

71:54to produce this molecule.

71:56How complex is it in terms of how much time is needing,

71:58how much information is required to produce it.

72:00- So when you observe a thing on another planet,

72:04you're essentially,

72:06the process looks like reverse engineering,

72:08trying to figure out what is the shortest path

72:10to create that thing.

72:11- Yeah, so most, yeah.

72:12And I would say most,

72:14like most examples of biology or technology

72:16don't take the shortest path, right?

72:18But the shortest path is a bound on how hard it is

72:20for the universe to make that.

72:21- Yeah, and I guess you and Lee are saying

72:25that there's a heuristic,

72:26that's a good metric for,

72:29like better perhaps than chemical correlates.

72:31- Yes, because it doesn't,

72:33it's not contingent on looking for the chemistry of life

72:36on Earth, on other planets.

§10Transcript · 1:12:38–1:20:18

72:38And it also has a deeper explanatory framework

72:42associated to it, as far as the kind of theory

72:44that we're trying to develop

72:45associated to what life is.

72:47And I think this is one of the problems I have

72:48in my field personally in astrobiology,

72:51is people observe something on Earth,

72:53say oxygen in the atmosphere,

72:56or an amino acid in a cell,

72:58and then they say,

72:59let's go look for that on another planet.

73:02Let's look for oxygen on exoplanets,

73:04or let's look for amino acids on Mars.

73:06And then they assume that's a way of looking for life.

73:09Or even phosphine on Venus.

73:13But you know, like there's all these examples

73:15of let's look for one molecule.

73:17A molecule is not life.

73:18Life is a system that patterns

73:20particular structures into matter.

73:22That's like, that's what it is.

73:24And it doesn't care what molecules are there.

73:26It's something about the patterns

73:28and that structure and that history.

73:30And if you're looking for a molecule,

73:33you're not testing any hypotheses

73:34about the nature of what life is.

73:36It doesn't tell me anything

73:37if we discover oxygen on an exoplanet

73:39about what kind of life is there.

73:40Just oxygen on an exoplanet.

73:42It's not, there's,

73:44I guess I think like when you think about the question,

73:46are we alone in the universe?

73:47That's a pretty fricking deep question.

73:49It should have a fricking deep answer.

73:51It shouldn't just be there's a molecule on an exoplanet.

73:53Wow, we solved the problem.

73:54It should tell us something meaningful about our existence.

73:56And I feel like we've fallen short

73:58on how we're searching for life

74:01in terms of actually searching for things like us

74:05in this kind of deeper way.

74:06- But how do you do that initial kind of,

74:10say I'm walking down the street

74:12and I'm looking for that double take test of like,

74:15like what the hell is that?

74:17Like that initial,

74:19like how do we look for the possibility of weirdness

74:24or the possibility of high assembly number?

74:27What would aliens look like

74:30if they don't have two eyes and are green?

74:32- If I knew, I would have probably already solved the problem.

74:35- Right, there's another Nobel prize in there somewhere.

74:37- Yeah, somewhere in there.

74:39Well, I think it's kind of,

74:41so there is a bias here, right?

74:43So we've evolved to recognize life on earth, right?

74:45Like I, you know, children at a very early age

74:48can tell the difference between a puppy and a plant

74:50and then the plant and a chair, for example,

74:53you know, like it just, it seems innate.

74:55And so I think, and also because we're life,

74:58you know, I think like there's this implicit bias

75:02that we should know it when we see it

75:03and it should be completely obvious to us.

75:06But there are a lot of features of our universe

75:08that are not completely obvious to us.

75:10Like the fact that this table is made of atoms

75:12and that I'm sitting in a gravitational

75:14potential well right now.

75:16And I guess my point with this is,

75:19I think life is much less obvious than we think it is.

75:23And so it could be in many more forms than we think it is.

75:27And I guess this goes back to the point

75:28about being open-minded that we may not know

75:31what alien life looks like.

75:33It might not even be possible to interact with alien life

75:35'cause maybe something about, you know,

75:38our informational lineage, it makes it impossible

75:41for information from an alien to be copied to us.

75:43Therefore there's no, you know,

75:46so to speak communication channel.

75:47And I don't mean, you know, verbal communication,

75:49just it's not in our observational space.

75:53Like, you know, like, you know,

75:54there's fundamental questions about why we observe

75:57the universe in position rather than momentum,

75:59but we also, you know, observe it

76:01in terms of certain informational patterns and things.

76:03Like that's what our brain constructs

76:05and maybe aliens just interact

76:07with a different part of reality than we do.

76:08That's wildly speculative, but I think--

76:10- But it's possible.

76:12- It's possible and I think it's consistent with the physics.

76:15So I think the best ways we can ask questions

76:17are about life and chemistry and asking questions

76:20about if information is a real physical thing,

76:23what would its signatures be in matter?

76:25And how do we recognize those?

76:28And I think the ones that are most obvious

76:31are the ones I've already articulated.

76:33You have these objects that seem completely improbable

76:35for the universe to produce

76:36because the universe doesn't have the design

76:39of that object in the laws.

76:40So therefore, an object had to evolve.

76:44We talk, we call it evolution,

76:46but it had to be produced by the universe

76:48that then had all of the possible tasks

76:51to make that object specified.

76:54- I mean, there's some, like,

76:56there's an engineering question here of,

76:59are there sensors we can create that can give us,

77:02can help us discover certain pockets

77:05of high assemblies, aliens?

77:08Like, I mean, there is a hope,

77:10setting dogs and chairs aside,

77:14there's a hope that visually we could detect.

77:19Like, because our universe,

77:22I mean, at least the way we look at it now,

77:24like this three-dimensional, like space-time,

77:27we can visually comprehend it.

77:29It's interesting to think, like, if we got to hang out,

77:32you know, if there's an alien in this room,

77:35like, would we be able to detect it

77:37with our current sensors?

77:39Not the fancy kinds, but like webcams.

77:41- Like, say, standing over there?

77:43- Yeah, standing over there,

77:44or maybe like in this carpet.

77:45See, there's all these kinds of patterns, right?

77:47- Yeah.

77:48- I don't know if this carpet is an alien.

77:52- Well, so I see what you're saying.

77:55So assembly theory is pretty general.

77:57Like, I mean, we've been applying it to molecules

78:00because it makes sense to apply it to molecules,

78:02but it's supposed to explain life,

78:05you know, like the physics of life.

78:07So it should explain, you know, the things in this room

78:09in addition to molecules.

78:11So I guess, and you can apply it to images and things.

78:14So I guess the idea, you know, you could explore

78:18is just looking at everything on planet Earth

78:21in terms of its assembly structure,

78:23and then looking for things

78:24that aren't part of our biological lineage.

78:27If they have high assembly, they might be aliens on Earth.

78:29- I mean, that is a very kind of

78:30rigorous computer vision question.

78:32Can we visually, is there a strong correlation

78:36between certain kind of high assembly objects

78:38when they get to the scale where they're visually observable

78:42and some, like when it's, say, projected onto a 2D plane,

78:47can we figure out something?

78:49- I'm glad you brought up the computer vision point

78:51'cause for a while I had this kind of thought in my mind

78:53that we can't even see ourselves clearly.

78:55So one of the things, you know,

78:56people are worried about artificial intelligence

78:58for a lot of reasons, but I think it's really fascinating

78:59'cause it's like the first time in history

79:03that we're building a system

79:04that can help us understand ourselves.

79:06So like, you know, people talk about AI physics,

79:08but like, you know, when I look at another person,

79:12I don't see them as a four billion year lineage,

79:15but that's what they are, and so is everything here, right?

79:18So imagine that we built artificial systems

79:21that could actually see that feature of us.

79:24What else would they see?

79:25And I think that's what you're asking.

79:28And I think that would be so cool.

79:31(both laughing)

79:34I want that to happen,

79:35but I think we're a little ways off from it,

79:37but yeah, we're going there, I hope.

79:40- Okay, let me ask you, I apologize ahead of time,

79:43but let me ask you the internet question.

79:45So you're a physicist, you ask rigorous questions

79:47about the physics of existence

79:49and these models of high assembly objects.

79:52Now, when the internet would see an alien,

79:55they would ask two questions.

79:56One, can I eat it?

79:58And two, can I have sex with it?

80:00- Yes.

80:00- So... (laughs)

80:02- All the existential questions.

80:04Those are very important.

80:05- The internet is very sophisticated.

80:07- It really is.

80:08It's gotten our basal cognition pretty good.

80:10- So you kind of mentioned that it's very difficult.

80:12It's possible that we may not be even able

80:15to communicate with it.

80:16- Right, I think the internet has more hope than we do.

80:18- Yeah, it's a hopeful place, yes.

§11Transcript · 1:20:20–1:28:23

80:20Do you think in terms of like interacting

80:23on this very primal level of sharing resources,

80:27like what would aliens eat?

80:28What would we eat?

80:29Would we eat the same thing?

80:31Could we potentially eat each other?

80:33One person eats the other or the aliens eat us.

80:37And the same thing with not sex in general reproduction,

80:40but genetically mixing stuff.

80:42Like would we be able to mix genetic information?

80:46- Maybe not genetic, but maybe information, right?

80:48And I think part of your question is like,

80:50so if you think of life as like this history

80:54of events that happen in the universe,

80:55like there's this question of like,

80:57how divergent are those histories, right?

80:59So when we get to the scale of technology,

81:00it's possible to imagine,

81:02imagine, although we can't even do it,

81:04like imagine all the possible technologies

81:06that could exist in the universe.

81:07But if you think about all the possible chemistries,

81:09somehow that seems like a lower dimensional space

81:11and a lower set of possibilities.

81:13So it might be that like when we interact with aliens,

81:16we do have to go back to those more basal levels

81:19to figure out sort of what the map is, right?

81:23Like the sort of where we have a common history.

81:26We must have a common history somewhere in the universe,

81:29but in order to be able to actually interact

81:31in a meaningful way, you have to have some shared history.

81:34I mean, the reason we can exchange genetic information

81:36and eat each other's food or eat each other as food

81:39is because we have a shared history.

81:41- So we have to find that shared history.

81:43We have to find the common ancestor

81:44in this causality map, this causality tree.

81:47- Yes, and we have a last universal common ancestor

81:50for all life on earth, which I think is sort of the nexus

81:52of that causality map for life on earth.

81:54But the question is, where would other aliens diverge

81:58on that map? - That's really interesting.

82:00So say there's a lot of aliens out there in the universe,

82:04each set of organisms would probably have like a number,

82:08you know, like Erdos number of like how far,

82:13like how far our common ancestor is.

82:16And so the closer the common ancestor, like it is on earth,

82:19the more like each other, the more likely we are

82:21to be able to have sexual reproduction.

82:24- Well, it's like sort of like humans

82:25having common culture and languages, right?

82:27- Yeah, exactly, language, communication.

82:30- It might take a lot of work though with an alien

82:32'cause you really have to get over a language barrier.

82:35- Oh boy, so it's communication, it's resources.

82:40I mean, it's the whole.

82:43- And I think tied into that is the questions

82:46of like who's gonna harm who.

82:48And actually definitions of harm.

82:49- And whether your parents approve,

82:50you know, all those kind of questions.

82:52- Whether the common ancestor approves, yeah.

82:55It's just very true.

82:56How many alien civilizations do you think are out there?

83:00- I don't have intuition for that,

83:03which I have always thought was deeply intriguing.

83:07So, and part of this, I mean, I say it specifically

83:11as I don't have intuition for that

83:12because it's like one of those questions

83:14that you feel around for a while

83:15and you really just, you can't see it,

83:19even though it might be right there.

83:20And in that sense, it's a little like

83:24the quantum to classical transition.

83:25You're like really talking about

83:26two different kinds of physics.

83:28And I think that's kind of part of the problem.

83:29Once we understand the physics,

83:30that question might become more meaningful.

83:33But there's also this other issue.

83:34And this was really instilled on me

83:37by my mentor, Paul Davies, when I was a postdoc

83:39'cause he always talks about how, you know,

83:42whether aliens are common or rare is kind of just,

83:45you know, it follows a wave of popularity

83:49and it just depends on like the mood of, you know,

83:51what the culture is at the time.

83:53And I always thought that was kind of

83:54an intriguing observation,

83:55but also there's this set of points about

83:58if you go by the observational evidence,

84:00which we're supposed to do as scientists, right?

84:02You know, we have evidence of us

84:08and one original life event from which we emerged.

84:11And people wanna make arguments

84:13that because that event was rapid

84:15or because there's other planets

84:17that have properties similar to ours,

84:18that that event should be common.

84:20But you actually can't reason on that

84:22because our existence observing that event

84:23is contingent on that event happening,

84:25which means it could have been completely improbable

84:27or very common.

84:29And Brandon Carter like clearly articulated that

84:31in terms of anthropic arguments a few decades ago.

84:35So there is this kind of issue

84:38that we have to contend with dealing with life

84:39that's closer to home than we have to deal with

84:41with any other problems in physics,

84:43which we're talking about the physics of ourselves.

84:45And when you're asking about the original life event,

84:47that event happening in the universe,

84:49at least it's like our existence is contingent on it.

84:51And so you can think about sort of fine tuning arguments

84:55that way too.

84:56So, but the sort of other part of it is like,

85:00when I think about how likely it is,

85:03I think it's because we don't understand this mechanism yet

85:06about how information can be generated spontaneously.

85:10That I like, 'cause I can't see that physics clearly yet,

85:13even though I have a lot of,

85:15like some things around the space of it in my mind,

85:18I can't articulate how likely that process is.

85:22So my honest answer is, I don't know.

85:24And sometimes that feels like a cop out,

85:25but I feel like that's a more honest answer

85:27and a more meaningful way of making progress

85:29than what a lot of people wanna do, which is say,

85:32oh, well, we have a one in 10 chance of having it

85:34on an exoplanet with Earth-like properties

85:36because there's lots of Earth-like planets out there

85:38and life happened fast on Earth.

85:40- Well, so, kind of a follow-up question,

85:43but as a side comment,

85:45what I really am enjoying about the way

85:47you're talking about human beings is you always say,

85:50and not to make yourself conscious about it,

85:51'cause I really, really enjoy it, that you say we.

85:54- Yes. - You don't say humans.

85:57You say, 'cause oftentimes, like, you know,

86:00I don't know, evolutionary biologists

86:01will kind of put yourself out as an observer,

86:05but it's kind of fascinating to think

86:08that you as a human are struggling about your own origins.

86:11- Yes, that's the problem, and yeah,

86:13and I think, I don't do that deliberately,

86:17but I do think that way,

86:18and this is sort of the inversion

86:19from the logic of physics,

86:20because physics, as it's always been constructed,

86:23has treated us as external observers of the universe,

86:26and we are not part of the universe,

86:27and this is why the problem of life, I think,

86:29demands completely new thinking,

86:31because we have to think about ourselves

86:33as minds that exist in the universe,

86:35and are at this particular moment in history,

86:37and looking out at the things around us,

86:39and trying to understand what we are inside the system,

86:42not outside the system.

86:43We don't have descriptions at a fundamental level

86:46that describe us as inside the system,

86:48and this was my problem with cellular automata also.

86:51You're always an external observer for a cellular automata.

86:54You're not in the system.

86:55What does a cellular automata look like from the inside?

86:58- I think you just broke my brain with that question.

87:00- Exactly, but that's the fundamental--

87:01- I thought about that for a long time, but.

87:03(laughing)

87:05- Yeah, that's a really clean formulation

87:08of a very fundamental question,

87:10'cause you can only, to understand cellular automata,

87:13you have to be inside of it,

87:15but as a human, sort of a poetic, romantic question,

87:20does it make you sad?

87:22Does it make you hopeful, whether we're alone or not?

87:27In the different possible versions of that,

87:31if we're the highest assembly object in the entire universe,

87:36does that give you--

87:36- At this moment in time, maybe.

87:38- At this moment in the causality--

87:39- 'Cause we may, I assume we have a future.

87:41- Well, we definitely have a future.

87:43The question is where that future decreases the assembly.

87:48It could be we're at the peak, or we could be just--

87:52- That would be inconsistent with the physics in my mind,

87:55but, so I should give a caveat.

87:59I've given the caveat that I'm biased as a physicist,

88:01but I'm also biased as an eternal optimist,

88:03so pretty much all of my modes of operation

88:06for building theories about the world

88:08are not like an Occam's razor,

88:10what's the simplest explanation,

88:11but what's the most optimistic explanation?

88:14And part of the reason for that is if you really think

88:17explanations have causal power,

88:20in the sense that the fact that we have theories

88:23about the world has enabled technologies

§12Transcript · 1:28:24–1:35:55

88:24and physically transformed the world around us.

88:27I think I have to take seriously that

88:29as a part of the physics I wanna describe,

88:31and try to build theories of reality

88:35that are optimistic about what's coming next,

88:37because the theories are in part

88:39the causes of what comes next.

88:40- So there could be a physics of hope

88:45or a physics of optimism in there too.

88:46- Yes.

88:48- 'Cause that seems like also, I mean,

88:51optimism does seem to be a kind of engine

88:53that results in innovation.

88:56- Yes.

88:57- So this is, like, why the hell

88:59are we trying to come up with new stuff?

89:02- Oh, so I made this point about thinking

89:04life is the physics of existence,

89:06and it's not just the physics of existence,

89:07it's the physics of more things existing.

89:11So I think one of these drives--

89:12- Creativity.

89:13- Yeah, creativity, like optimism.

89:15People like entropy, I don't like entropy

89:19as it was formulated in the 1800s,

89:21I think it's an antiquated concept,

89:22but this idea of maximizing over the possible number

89:27of states that could exist.

89:28Imagine the universe is actually trying to maximize

89:31over the number of things that could physically exist.

89:33What would be the best way to do that?

89:34The best way to do that would be

89:35evolve intelligent technological things

89:37that could explore that space.

89:39- So okay, that's talking about alien life

89:43out there in the universe,

89:45but you've also earlier in the conversation

89:46mentioned the shadow biosphere.

89:50So is it possible?

89:52That we have weird life here on Earth

89:56that we're just not,

89:58like even in a high assembly formulation of life,

90:02that we're just not paying attention to, we're blind to?

90:07Like life we're potentially able to detect,

90:09but we're blind to?

90:10And maybe you could say, what is the shadow biosphere?

90:12- Sure, sure.

90:13Yeah, the shadow biosphere is this idea

90:15that there might have been other original life events

90:17that happened on Earth that were independent

90:20from the original life event that led to us

90:24and all of the life that we know on Earth.

90:26And therefore there could be aliens

90:29in the sense they have a different origin event

90:32living among us.

90:33And it was proposed by a number of people,

90:37but one of them was Paul Davies

90:39that I mentioned earlier as my mentor.

90:41And he has a really cute way of saying

90:42that aliens could be right under our noses

90:44or even in our noses.

90:46With a British accent, it sounds better.

90:50But anyway, so the idea is like,

90:53it could literally be anywhere around us.

90:56And if you think actually about the discovery

90:58of like viruses and bacteria,

91:00for a long time, they were kind of a shadow biosphere.

91:02It was life that was around us, but invisible.

91:06But this takes it a little bit further

91:09in saying that all of those examples, viruses, bacteria,

91:13and everything that we've discovered so far

91:14has this common ancestry

91:16and the last universal common ancestor of life on Earth.

91:18So maybe there was a different origin event

91:20and that life is weirder still and might be among us

91:24and we could find it.

91:25We don't have to go out and the stars look for aliens

91:28just here on Earth.

91:29- Do you think that's a serious possibility

91:32that we should explore with the tools of science?

91:35Like this should be a serious effort?

91:36- I think yes and no.

91:39And I mean, yes, because I think it's a serious hypothesis

91:44and I think it's worth exploring

91:46and it is certainly more economical

91:48to look for signs of alien life on Earth

91:52than it is to go and build spacecraft

91:54and send robots to other planets.

91:56And that was one of the reasons it was proposed is,

91:58well, if we do find an example

91:59of another original life on Earth,

92:01it's hugely informative

92:03because it means the original life is not a rare event.

92:05If it happened twice on the same planet,

92:08that means it's probably pretty probable

92:09given conditions are right.

92:11So it has huge potential scientific impact,

92:14not to mention the fact that you might have

92:15like biochemistry and stuff that's informative

92:17for like medicine and stuff like that.

92:19But I think that the thing for me

92:22that's challenging about it,

92:23and this really comes from my own work,

92:24like thinking about life as a planetary scale process

92:28and also trying to understand

92:31sometimes what I call like

92:31the statistical mechanics of biochemistry,

92:33but large scale statistical patterns

92:35in the chemistry that life uses on Earth.

92:38There are a lot of regularities there

92:40and life does seem to have planetary scale organization

92:45that's consistent even with some of the patterns

92:47that we see at the individual scale.

92:49So if you think life is a planetary scale phenomena

92:52and the chemistry of life has to be sort of,

92:54not just, it's not,

92:56an individual is not necessarily

92:58the fundamental unit of life, right?

93:00The fundamental unit of life

93:01is these informational lineages

93:03and they're kind of,

93:05they intersect over spatial scales.

93:08So everything on Earth is kind of related

93:10by the common causal history.

93:12So it's hard for me,

93:14based on the way I think about the physics

93:15and also some of the stuff that my group has done,

93:19to really think that there could be evidence

93:22or there could be a second sample of life on Earth.

93:25But I think there are ways

93:26that we need to be more concrete about that.

93:28And I have thought a little bit about,

93:30like you can represent the chemistry

93:33in an individual cell as a network.

93:35And then those networks,

93:37something my group has shown,

93:39actually scale with the same property.

93:42So ecosystems have the same properties

93:43as individuals as planetary scale.

93:46And then you could imagine

93:47if you had alien chemistry intermixed in there,

93:49that scaling would be broken.

93:50So if there's some robustness property

93:52or something associated to it,

93:54and you get alien chemistry in there,

93:56it just breaks everything.

93:57And you don't have a planetary ecosystem functioning

94:00and individuals functioning across all these scales.

94:04So I guess what I'm arguing

94:06is life is not a scale dependent phenomena.

94:08It's not just cellular life.

94:10So if you have a shadow biosphere,

94:11it has to be integrated with all of these other scales.

94:13- And that would lose the meaning

94:16of the word shadow biosphere, I guess.

94:17- I think so, yeah.

94:18So it's an open question, right?

94:21And I think it would tell us a lot.

94:23So there has been very minimal effort

94:25of people to look for a shadow biosphere.

94:28- But then the question,

94:29it could be possible that there's like sufficiently

94:33distinct planets within one planet,

94:37meaning like environments within one planet.

94:39Like, I don't know.

94:41I've been looking recently

94:44because of having a chat with Catherine DeCleer

94:47about Io, the moon of Jupiter,

94:49that's like all volcanoes and volcanoes are bad-ass.

94:51But like imagining-

94:53- Io's bad-ass.

94:54- Imagining life inside volcanoes, right?

94:58It seems like sufficiently chemically different

95:03like to be living in the darkness

95:05where there's a lot of heat

95:06and maybe you can have different Earths on a planet.

95:10- Yeah, or like if you go deep enough in the crust,

95:12maybe there's like a layer where there's no life

95:14and then there's suddenly life again.

95:15And maybe those lizard men or whatever

95:19that people dream about are really down there.

95:22I know that's a little flippant,

95:24but really like there could be like chemical cycles

95:26deep in the Earth's crust that might be alive

95:29and are completely distinct in chemical origin

95:31to surface life.

95:33- Right, that they wouldn't be interacting with each other.

95:35- Yeah, and that's one of the proposals

95:36for the shadow biosphere is like,

95:38sometimes people talk about it as being geologically

95:40or geographically distinct that it might be,

95:43you have no life for this region

95:45and then a different example.

95:46And then sometimes people talk about it

95:47being chemically distinct,

95:49that the chemistry is sufficiently different,

95:51that it's completely orthogonal

95:52or non-interacting with our chemistry.

95:54- It seems to me at least the chemistry

95:55is a more powerful boundary than geographic.

§13Transcript · 1:36:02–1:44:48

96:02It just seems like life finds a way literally to travel.

96:06What do you think about all these UFO sightings?

96:11So to me, it's really inspiring.

96:14It's yet another localized way to dream

96:18about the mysterious that is out there.

96:21- Yeah, so I've actually been more intrigued

96:24by the cultural phenomena UFOs

96:26than the phenomena UFOs themselves,

96:28because I think it's intriguing about how

96:32we are preparing ourselves mentally

96:35for understanding others

96:37and how we have thought about that historically

96:39and what the sort of modern incarnations of that are.

96:43It's more like, I want an explanation for us,

96:47that's my motivation.

96:48And having some streaks across the sky or something

96:52and saying that's aliens, it doesn't tell you anything.

96:55So unless you have a deeper explanation

96:57and you have more lines of,

97:00where is this gonna take us in the future?

97:02It's just not as interesting to me

97:04as the problem of understanding life itself

97:06and aliens as a more general phenomenon.

97:08- I do think it's just, as you said,

97:11a good way to psychologically and sociologically

97:14prepare ourselves to sort of like,

97:15what would that look like?

97:17And very importantly,

97:18which is what a lot of people talk about politically,

97:21sort of there's this idea from the,

97:24so I came from the Soviet Union of like the Cold War

97:27and we have to hide secrets.

97:30Some way in us searching for life on other planets

97:33or searching for life in general,

97:35the way we've done government in the past,

97:40we tend to think of all new things

97:43as potential military secrets, so we want to hide them.

97:47And one of the ways that people kind of look

97:49at UFO sightings is like,

97:51maybe we shouldn't hide this stuff.

97:53Like what is the government hiding?

97:55I think that's a really,

97:57in one sense it's a conspiratorial question,

98:00but I think in another,

98:02it's an inspiration to change the way we do government

98:07to where secrets don't,

98:10maybe there are times when you want to keep secrets

98:12as military secrets,

98:13but maybe we need to release a lot more stuff

98:15and see us as a human species

98:18as together in this whole search.

98:20- Yeah, the public engagement part there

98:21is really interesting.

98:23- And it's almost like a challenge

98:25to the way we've done stuff in the past

98:27in terms of keeping secrets.

98:29When they're not, so like the first step,

98:33if you don't know how something works,

98:36if there's a mysterious thing,

98:38the first instinct should not be like, let's hide it.

98:42Let's put it in the closet.

98:44So that the Chinese or the Russian government

98:46or whatever government doesn't find it.

98:48Maybe the first instinct should be, let's understand it.

98:53Perhaps let's understand it together.

98:54- No, I think that's good.

98:56And something I realized recently

98:58that I never thought was gonna be a problem,

99:00but I think this actually helps with quite a bit

99:02is because so many people nowadays

99:05believe we've already made contact

99:08that as an astrobiologist,

99:10if we actually wanna understand life and make contact,

99:14we kind of have to deconstruct the narratives

99:17we've already built from ourselves

99:18and kind of unteach ourselves

99:20that we've learned about aliens and then reteach ourselves.

99:22So there's this really interesting sort of dialogue there

99:26and making it open to the public

99:27that they actually have to think critically about it

99:29and they see the evidence for themselves,

99:30I think is really important for that process.

99:33- Yeah, the reteaching,

99:35that aliens might be way weirder than we can imagine.

99:38- Yes, yes.

99:39I'm pretty sure they're probably weirder

99:41than we can imagine.

99:42- Okay, we've in 2020 and still living through a pandemic,

99:49setting the political and all those kinds of things aside,

99:54I've always found viruses fascinating as dynamical systems.

99:59I was gonna say living systems,

100:03but I've always kind of thought of them as living,

100:07but that's a whole nother kind of discussion.

100:09Maybe it'd be great to put that on the table.

100:13One, do you find viruses beautiful/terrifying?

100:17And two, do you think they're living things?

100:21Or there's some aspect to them per our discussion of life

100:25that makes them living?

100:27- I mean, living in a pandemic,

100:29saying viruses are beautiful is probably a hard thing,

100:30but I do find them beautiful to a degree.

100:34I think even in the sense of mediating a global pandemic,

100:39there's something like deeply intriguing there

100:41because these are tiny, tiny little things, right?

100:46And yet they can essentially,

100:51like cause a seizure,

100:52like handicap an entire civilization at a global scale.

100:55So just that intersection between

100:58our perceived invincibility and our susceptibility to things

101:02and also the interaction across scales of those things

101:04is just a really amazing feature of our world.

101:09- Most technology, whether it's viruses or AI,

101:12that can scale in an exponential way,

101:16like kind of run,

101:20as opposed to like one thing makes another thing,

101:23makes another thing,

101:24it's one thing makes two things

101:26and those two things make four things.

101:28Like that kind of process

101:30also seems to be fundamental to life.

101:34- Yes.

101:35- And it's terrifying because in a matter of,

101:39in a very short timescale,

101:42if it's good at being life, whatever that is,

101:48it can quickly overtake the other competing forms of life.

101:52- Right.

101:53- And that's scary both for AI and for viruses.

101:57And it seems like understanding these processes

102:00that are underlying viruses.

102:02And I don't mean like on the virology or biology side,

102:05but on some kind of more computational physics perspective,

102:09as we've been talking about,

102:11seems to be really important

102:12to figure out how humans can survive.

102:19- Right.

102:20- Along with these kinds of,

102:22well, this kind of life

102:24and perhaps becoming a multi-planetary species

102:26is a part of that.

102:28Like there's no,

102:30maybe like we'll figure out from a physics perspective

102:32is like, there's no way any living system

102:37can be stable for a prolonged period of time

102:40and survive unless it expands exponentially throughout.

102:43Like we have to multiply.

102:46Otherwise, anything that doesn't multiply exponentially

102:49will die eventually.

102:50Maybe that's a fundamental law.

102:52- Maybe, I don't know.

102:56I always get really bothered by these Darwinian narratives

102:58that are like the fittest replicator wins and things.

103:01And I just don't feel like that's exactly what's going on.

103:04I think like the copying of information

103:06is sort of ancillary to this other process of creativity.

103:10Right, so like the drive is actually,

103:12the drive is creativity,

103:13but if you wanna keep the creativity

103:16that's existed in the past,

103:17it has to be copied into the future.

103:19So replication, like if you,

103:21so that for me is,

103:23so I had this set of arguments

103:25with Michael Lachman and Lee Cronin

103:26about the like life being about persistence.

103:29They thought it was about persistence

103:30and like survival of the fittest kind of thing.

103:32And I'm like, no, it's about existence.

103:33It's like, 'cause when you're talking about that,

103:36it's easy to say that in retrospect,

103:38you can post-select on the things that survived

103:40and then say why they survived,

103:43but you can't do that going forward.

103:46- That's really profound.

103:47That survival is just a nice little side effect feature

103:52of maximizing creativity,

103:54but it doesn't need to be there.

103:56- Yeah.

103:57- That's really beautiful. - I like that, yeah.

103:59- Yeah, that's really-- - Like I said,

104:00I like optimistic theories.

104:01- Well, I don't know if that's optimistic.

104:03That could be terrifying to people because,

104:05because a system that maximizes creativity

104:09may very quickly get rid of humans

104:12for some reason if it comes up with some other creative,

104:15I mean, forms of existence.

104:18- Yeah.

104:19- Right, this is the AI thing.

104:21It's like the moment you have an AI system

104:24that can flourish in the space of ideas

104:29or in some other space much more effectively than humans,

104:33and it's sufficiently integrated into the physical space

104:36to be able to modify the environment.

104:39- I think we'll just be like

104:40the core genetic architecture or something.

104:42We'll be like the DNA for AI, right?

104:44- Yeah. - It's like we haven't lost

104:45the past informational architectures on this planet.

104:47They're still there.

104:48- Yeah, so the AI will use our brains in some part

§14Transcript · 1:44:53–1:53:30

104:53to like ride, like it'll accelerate the exchange of ideas.

104:58That's the neural language dream is that,

105:00well, the humans will be still around

105:03'cause you're saying architecture will still--

105:05- Yeah, but I don't even think they necessarily

105:07need to tap in our brains.

105:08I mean, just collectively, we do interesting things.

105:10What if they were just using like the patterns

105:12in our communication or something?

105:14- Oh, without controlling it, just observing?

105:18- Well, I don't know.

105:19In what sense do you control the chemistry

105:20happening in your body?

105:21- Hmm, yeah.

105:25- I mean, obviously I don't know.

105:27People look at AI and then they look at this thing

105:32that's bigger than us and is coming in the future

105:34and is smarter than us, and I think though

105:37that looking at the past history of life on the planet

105:39and what information has been doing

105:41for the last four billion years

105:42is probably very informative to asking questions

105:44about what's coming next.

105:46One is planetary scale transitions are really important

105:53for new phases, so the global internet

105:55and sort of global integration of our technology

105:57I think is an important thing.

105:58So that's again, life as a planetary scale phenomena,

106:01but we're an integrated component of that phenomena.

106:03I don't really see that the technology

106:04is gonna replace us in that way.

106:07It's just gonna keep scaffolding and building.

106:09And I also don't have an idea

106:11that we're gonna build AI in a box.

106:12I think AI is gonna emerge.

106:14AGI to me is a planetary scale phenomena

106:17that's gonna emerge from our technology.

106:19- Planetary scale phenomena.

106:22But do you think, and AGI is not distinct from humans.

106:26The whole package-- - The whole package, yeah.

106:28- Comes as a planetary scale phenomena.

106:30- And that goes back to the fact that

106:31you were asking questions about you as an individual.

106:34Like what are you as an individual?

106:36You're like a packet of information

106:38that exists in the particular physical thing that is you.

106:41We're all just packets of information

106:43and some of us are aggregates in certain ways,

106:45but it's all just kind of exchanging

106:47and propagating, right, and processing.

106:49- Is your packet of information

106:52that you've continually referred to as Sarah

106:56afraid of the dissipation of the death of that packet?

107:01Are you afraid of death?

107:02Do you ponder death?

107:04Does death have meaning in this process of creativity?

107:09- I think I have the natural biological urge

107:12that everyone has to fear death.

107:13I think the thing that I think is interesting

107:17is if I think about it rationally,

107:20I'm not necessarily afraid of death for me

107:22because I won't be aware of being dead.

107:25But I am afraid for my kids

107:26because it matters to them if I die.

107:28So again, I think death becomes more significant

107:33as a collective property, not as an individual one.

107:37- Yeah, but isn't there something to fear

107:39about the fact that the way,

107:41like the creative,

107:45the complexity of information

107:48that's been created in you,

107:50the fact that it kind of breaks apart and disappears.

107:57- It doesn't, but I don't think it disappears.

107:59It's just not me anymore.

108:02- Right, but that process of it being not you anymore,

108:07that doesn't scare you?

108:09- Of course it does.

108:09- The mystery of it.

108:10I mean the-- - Yeah.

108:11But I guess I'm heartened by the fact

108:13that there will be some imprints of the fact

108:15that I existed still in the universe after I leave it.

108:17- Yeah, but there'll be a, okay.

108:20- And also that has to do with my perception of time, right?

108:22So I perceive time as flowing,

108:24but that might not be the case.

108:26I mean, this is standard physicist comfort

108:30is every moment exists,

108:32and the flow of time is just our perception of us changing.

108:37- So you can travel back in time and that's comforting?

108:43Like from a physicist's--

108:45- No, no, no, I'm not talking about traveling back in time.

108:47I'm just saying that the moments in the past still exist.

108:50Now whether the moments in the future exist or not

108:53is a different question.

108:54- That's not comforting to me in terms of death.

108:56The flow of time is not, that does not--

108:59- I think there's no comfort in the face of death

109:04for what we are because we like existing.

109:07And I think it's especially true if you love life

109:11and you love what life is.

109:13- Do you think there's a certain sense in which

109:16the fear of death or the fear of non-existence,

109:19maybe fear is not the right word,

109:21is the actual very phenomena that gives birth to existence?

109:26Like death is fundamental.

109:28Like it just feels like freaking out,

109:31oh shit, this ride ends, is actually like,

109:35that's the thing that gives birth to this whole thing.

109:41It's constantly, it's matter constantly freaking out

109:47about the fact that it's gonna be--

109:49- No, I think things like to exist.

109:51I think they wanna exist.

109:52- Yeah, there's a desire or whatever to exist.

109:55- Yeah, there's a drive to exist

109:58and there's a drive for more things to exist.

110:00I guess, yeah, I like existing.

110:03I like it a lot.

110:04And I don't know it any other way.

110:08- See, I don't even know if I like existing.

110:12I think I really don't like not existing.

110:14- Yes, yeah, that too.

110:15(laughing)

110:17Yeah, maybe it's that.

110:19Some days I might like existing less than others.

110:23(laughing)

110:24- Yes, but I think those are like surface feelings.

110:27There is some, seems like there's something fundamental

110:29about wanting to exist.

110:31- No, I think that's right, but I think to your point

110:34that that might go back to the more fundamental idea

110:38that if life is the physics of existence

110:40and maximizing existence, individual organisms,

110:43of course, wanna maximize their existence

110:45and everything wants to exist.

110:48But I guess for me, the small comfort is

110:50my existence matters to future existence.

110:52- Speaking of future existence,

110:56is there advice you can give to future pockets of existences

111:00aka young people about life?

111:04You've had, you've worn many hats,

111:07you've taken on some of the biggest problems in the universe.

111:10Is there advice you can give to young people about life,

111:13about career, about existing?

111:17- Maybe not about the last one.

111:20A lot of people ask me this question

111:23about like working on such hard problems,

111:25like how can you make a successful career out of that?

111:28But I think for me, it couldn't be otherwise.

111:31Like I have to, to be fulfilled,

111:33you have to work on things you care about

111:35and that's always kind of driven me.

111:36And that's been discipline, department

111:39and sort of superficial level problem independent

111:44because I started at community college actually

111:48and I was taking a physics class

111:49and I learned about magnetic monopoles

111:53and we didn't know if they existed in the universe

111:55but we could predict them and we could go look for them.

111:57And I was so deeply intrigued by this idea

111:59that we had this mathematical formula

112:01to go look for things.

112:02And then I wanted to become a theoretical physicist

112:05because of that,

112:05but that actually wasn't my driving question.

112:07I realized my driving question is the nature

112:10of the correspondence between our minds

112:12and physical reality and what we are.

112:14And that question is very deep

112:16so you can work across a lot of fields doing that.

112:18But I think without that driving question,

112:20I never would have been able to do all the things

112:22that I've done.

112:23It's really the passion that drives it.

112:25And usually when students ask me these kinds of questions,

112:28I tell them like,

112:30you have to find something you really care about working on

112:33because if you don't really care about it,

112:35A, you're not gonna be your best at it

112:37and B, it's not gonna be worth your time.

112:39Why would you spend your time working on something

112:41you're not interested in?

112:43- So find the driving questions.

112:44- Yeah, find the driving question, find your passion.

112:47I mean, I think passion makes a huge difference

112:49in terms of creativity, talent and potential

112:52and also being able to tolerate all the hard things

112:55that come with any career or life.

112:57- Yeah, I've had a bunch of moments in my life

112:59where I've just been captivated by some beautiful phenomena

113:03and I guess being rigorous about it

113:06and asking what is the question underlying this phenomenon

113:09like robots bring a smile to my face

113:13and forming a question of like,

113:17why the hell is this so fascinating?

113:19Why is this specifically

113:21the human robot interaction question

113:24that something beautiful is brought to life

113:28when humans and robots interact,

113:30understanding that deeply.

§15Transcript · 1:53:32–1:59:21

113:32I was like, okay, so this is gonna be my life work then.

113:36I don't know what the hell it is,

113:37but that's what I wanna do.

113:39And doing that for whatever the hell gives you

113:43that kind of feeling, I guess is the point.

113:46Am I allowed to ask you a question?

113:47- Sure.

113:48- Okay, on that point,

113:50'cause I had this colleague that suggests the idea

113:53that consciousness might be contagious

113:56and so interacting with things.

113:57- That's funny.

113:59No, yeah, yeah, it's a beautiful way of putting it.

113:59- It's an interesting idea, right?

114:01So I'm wondering the motivation there.

114:04Is it the motivation that you want more of the universe

114:08to appreciate things the way we do

114:11and appreciate those interactions

114:12or is it really more the enjoyment of the human

114:15in those interactions?

114:16Is it, do you know what I'm asking?

114:20- Yeah, yeah, yeah.

114:21See, I think consciousness is created

114:23in the interaction between things.

114:27- Yes, I agree.

114:28- So the joy is in the creation of consciousness.

114:31- I see.

114:31- I really like the idea that it doesn't just have to be

114:36two humans creating consciousness together.

114:40It could be humans and other entities.

114:43We talked offline about dogs and other pets and so on.

114:46There's a magic, I mean, I've been calling it love.

114:49There's beauty of the human experience that's created

114:54and it just feels like fascinating that you could do that

114:58with a robotic system.

115:00There's something really powerful at least to me

115:06about engineering systems that allow you to create

115:10some of the magic of the human experience

115:12'cause then you get to understand what it takes,

115:15at least get inklings of what it takes

115:17to create consciousness.

115:21And I don't get this, you know,

115:24philosophers get really upset about this idea

115:26that sort of the illusion of consciousness is consciousness.

115:29But I really like the idea of engineering systems

115:33that fool you into thinking they're conscious.

115:37- Right.

115:38- Because that's sufficient to create

115:40the magical experience.

115:41- Right, because it's the interaction, yeah.

115:43- It's the interaction, yeah.

115:45And this is the Russian hat I wear,

115:47which is like, I think there's an ocean

115:50of loneliness in the world.

115:51I think we're deeply lonely.

115:53We're not even allowing ourselves to acknowledge that.

115:57And I kind of think that's what love is

115:59between romantic love and friendship

116:01is two people kind of getting a little bit

116:05alleviating for a brief moment.

116:11- That loneliness.

116:12- That loneliness, but we're not,

116:15it's not the full aspect of that loneliness.

116:17Like we're desperately alone,

116:19we're desperately afraid of non-existing.

116:22- Right.

116:23- I have that kind of sense,

116:24and I just wanna explore that ocean of loneliness more.

116:28- Right.

116:29- In engineering, like create a submarine

116:30that goes into the depth of that loneliness.

116:33So creating systems that can truly hear you.

116:36- Right.

116:37- And truly listen.

116:38- Make the universe a less lonely place.

116:39- Exactly.

116:40Let me ask you about the meaning.

116:43You've brought up why.

116:44- Yeah.

116:45- The physics of why.

116:46What do you think is the meaning of our particular planets,

116:51set of existences, and the universe in general?

116:54The meaning of life.

116:57- Yes, someone once told me as a physicist,

116:59I'm not allowed to ask why questions,

117:00but I don't believe that.

117:02I think what we are is the creative process

117:09in the universe, I think.

117:11And for me, that's the meaning.

117:13The ability to-- - Create.

117:15- Yeah, to create more possibilities

117:18and more things to exist.

117:19- What is, Odessiyevsky has the saying,

117:23"Beauty will save the world."

117:25Is there a connection between creation and beauty?

117:32- I think so.

117:34- So is that like, is beauty a correlate of creation?

117:39- It might be, I don't know.

117:41I mean, why is it, you know,

117:43a lot of people have asked these kind of questions,

117:44but like, why is it we have such an emotional response

117:47to intellectual activity or creativity?

117:49And that seems kind of a deep question to me.

117:52Like, it seems very intrinsic to what we are.

117:55So I do have an interest in the questions I ask

117:59because I think they're beautiful,

118:01and I think the universe is beautiful,

118:02and I'm just so deeply fascinated

118:06by the fact that I exist at all.

118:09And so maybe it's that, you know,

118:13that intrinsic feeling of beauty that's in part driving,

118:17you know, the physics of creating more things,

118:19so they could be deeply related in that way.

118:22- Well, I don't think there's a better way to end it.

118:24I think this conversation was beautiful.

118:27Thank you so much for wasting

118:29all your valuable time with me today.

118:32I really, really appreciate it, Sarah.

118:33This is an honor.

118:34I hope we get the chance to talk again.

118:36I hope, like I mentioned to you offline,

118:38we get a chance to talk with Lee.

118:39You guys have a beautiful, like, intellectual chemistry

118:44that's fascinating to listen to,

118:46so I'm a huge fan of both of you,

118:47and I can't wait to see what you do next.

118:49- Thanks so much.

118:50Great to be here.

118:51Bye. - Bye.

118:52- Thanks for listening to this conversation

118:54with Sarah Walker.

118:55A thank you to Athletic Greens, NetSuite,

118:59Blinkist, and Magic Spoon.

119:01Check them out in the description to support this podcast.

119:04And now let me leave you with some words from Robert Frost,

119:07one of my favorite poets.

119:09In three words,

119:10I can sum up everything I've learned about life.

119:13It goes on.

119:15Thank you for listening.

119:17I hope to see you next time.

119:18(upbeat music)

119:21(upbeat music)

— A LITTLE MORE TO THINK ABOUT. —