WEBVTT - Ep77 "What is Life?"

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<v Speaker 1>What is life? How do you define what things are

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<v Speaker 1>living and what things are dead. You might look at

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<v Speaker 1>a running cheetah and say that thing is clearly living,

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<v Speaker 1>and you look at a chunk of granite rock and

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<v Speaker 1>you say, okay, that thing is not living. But where

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<v Speaker 1>do we draw the line? And when we land on

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<v Speaker 1>other planets someday, what can we realistically expect aliens are

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<v Speaker 1>going to look like? Will we even recognize strange forms

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<v Speaker 1>of life or will we only have the capacity to

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<v Speaker 1>recognize things that are very close to earthly life? And

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<v Speaker 1>what does any of this have to do with Frankenstein

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<v Speaker 1>or ancient Greek philosophers or the possibility of finding a

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<v Speaker 1>cell phone on Mars.

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<v Speaker 2>Welcome to Intercosmos with me David Eagleman.

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<v Speaker 1>I'm a neuroscientist in a all third at Stanford, and

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<v Speaker 1>in these episodes we dive deeply into our three pound

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<v Speaker 1>universe to uncover some of the most surprising aspects of

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<v Speaker 1>our lives. In today's episode, we're not only going to

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<v Speaker 1>dive into our three pound universe, but into the larger

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<v Speaker 1>universe that surrounds us to think about the question of

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<v Speaker 1>what is life? So what do we mean when we

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<v Speaker 1>say something is alive. This is one of the oldest

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<v Speaker 1>questions that biologists have been asking, and it's a strangely

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<v Speaker 1>tough one. So today we're going to take a run

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<v Speaker 1>at this question from a completely different angle, from the

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<v Speaker 1>point of view of theoretical physics. Joining me today will

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<v Speaker 1>be physicist Sarah Walker, who with her colleagues is working

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<v Speaker 1>to ask the question of what is life through a

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<v Speaker 1>very different lens, And we're going to get into questions

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<v Speaker 1>like what we might expect when we discover life elsewhere

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<v Speaker 1>in the universe, and how we can prepare ourselves to

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<v Speaker 1>even know what to look for. But first I want

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<v Speaker 1>to say that this question about what is life is

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<v Speaker 1>one that humans have been asking for about as long

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<v Speaker 1>as we can tell. So in the fourth century BCE,

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<v Speaker 1>you had Greek philosophers like Plato and Aristotle writing about this.

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<v Speaker 1>For example, Aristotle wrote a book called de Anima, or

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<v Speaker 1>on the Soul, and he says, look to be a

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<v Speaker 1>living thing, you possess a soul. And Plato, his mentor,

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<v Speaker 1>was on the same train, talking about a world soul

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<v Speaker 1>that differentiates between living beings and inanimate matter. But you

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<v Speaker 1>had people being more specific too. For example, several decades

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<v Speaker 1>before Plato and Aristotle, the Greek philosopher Empedocles proposed a

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<v Speaker 1>theory of life based on the interaction of four elemental

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<v Speaker 1>forces earth, air, water, and fire. He suggested that life

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<v Speaker 1>is created through just the right combinations of these elements,

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<v Speaker 1>and this is one of the earliest attempts to understand

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<v Speaker 1>life as a combination of natural forces, offering a way

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<v Speaker 1>of distinguishing between living things and inert matter. And another

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<v Speaker 1>Greek Hippocrates, he started to lay the early foundations for

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<v Speaker 1>the biological study of life by focusing on the human body.

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<v Speaker 1>And what he said is there's a balance of four

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<v Speaker 1>humors that are critical to life. You've got blood and

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<v Speaker 1>phlem and yellow bile and black bile.

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<v Speaker 2>So this was not correct, but.

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<v Speaker 1>It started giving the earliest shape to this biological idea

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<v Speaker 1>that life depends on balancing a certain physical state, and

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<v Speaker 1>that's he suggested what separates the living body from non

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<v Speaker 1>living matter. And people started to get more specific about things,

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<v Speaker 1>a little closer to the way that we think about

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<v Speaker 1>them now. For example, Epicurus suggested that all things, including

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<v Speaker 1>living beings, are composed of atoms moving through the void.

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<v Speaker 1>So for the epicureans life is the result of particular

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<v Speaker 1>combinations of atoms, and death is just the dissolution of

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<v Speaker 1>these atomic arrangements. So the difference between living and non

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<v Speaker 1>living matter lies in the specific arrangement of the atoms.

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<v Speaker 1>And then Lucretius in Rome some centuries later wrote a

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<v Speaker 1>poem called on the Nature of Things, and he built

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<v Speaker 1>on this idea, and he said, living beings are distinguished

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<v Speaker 1>from non living things by their particular atomic configurations and

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<v Speaker 1>the ability to move and reproduce. And by the way,

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<v Speaker 1>even though I know Western thinkers the best, this question

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<v Speaker 1>of what his life was being wrestled with around the world.

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<v Speaker 1>So I know that in China in the fourth century BCE,

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<v Speaker 1>the Taoist text called wang Xi reflected on the nature

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<v Speaker 1>of life and existence. It looked at how life emerged

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<v Speaker 1>from the interplay of natural forces, like what they called chi,

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<v Speaker 1>which was their notion of life energy. And in first

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<v Speaker 1>century India you have Iravedic texts discussing life in terms

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<v Speaker 1>of the balance among three doshas, Vada, Pitta, and Kafa.

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<v Speaker 1>This is all stuff that's not so relevant except for

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<v Speaker 1>ritual purposes. But the idea that was being pursued was

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<v Speaker 1>that somehow life is sustained by the equilibrium of different forces. Okay,

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<v Speaker 1>so the point I want to make here is that

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<v Speaker 1>the question of what is life is not a new question.

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<v Speaker 1>And there's a sense in which all these thinkers and

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<v Speaker 1>books they foreshadow later biological thought by asking this question

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<v Speaker 1>what animates matter? What makes it alive? And we see

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<v Speaker 1>the same question reflected all over literature. The most obvious

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<v Speaker 1>example is Mary Shelley is Frankenstein, and you may know

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<v Speaker 1>that tells the story of Victor Frankenstein, who's a scientist

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<v Speaker 1>who sets out to create life by reanimating dead tissue.

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<v Speaker 1>And the creature he brings to life is assembled from corpses,

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<v Speaker 1>but becomes a sentient, feeling being, And so readers are

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<v Speaker 1>challenged and thinking about the boundaries between living and non

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<v Speaker 1>living matter. And this sort of mythology reaches back hundreds

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<v Speaker 1>of years earlier. For example, Jewish folklore has the story

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<v Speaker 1>of the Golum, which is a creature who is shaped

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<v Speaker 1>out of clay, and when someone writes something on his head,

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<v Speaker 1>he comes to life as a protector, and if you

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<v Speaker 1>remove a letter from the word, he becomes inanimate again.

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<v Speaker 1>And the myth of the Golam inspired ideas from Frankenstein

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<v Speaker 1>to movies that deal with artificial beings like ex Machina,

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<v Speaker 1>where you've got a robot that gets artificially intell gin

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<v Speaker 1>and becomes something that we might call alive. So this question,

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<v Speaker 1>what is the boundary between life and death? This is

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<v Speaker 1>a question that has long been on the forefront of

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<v Speaker 1>the human mind. But of course there's a deeper question also,

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<v Speaker 1>not just about human life, but about all the life

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<v Speaker 1>forms we find on this planet. Because when we look

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<v Speaker 1>around the animal kingdom, we find all kinds of very

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<v Speaker 1>strange life forms, like platypuses or jellyfish or sephonophores. Anyway,

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<v Speaker 1>we look at these things and we think, wow, those

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<v Speaker 1>are really strange. And then we look to plants and

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<v Speaker 1>we say, well, they seem like to qualify as life also.

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<v Speaker 1>And then we look at single celled bacteria, which we

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<v Speaker 1>didn't even know existed until very recently in history, when

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<v Speaker 1>lewand Hook made a microscope and found these little creatures

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<v Speaker 1>which you called animacules, which we now call uni cellular organisms. Anyway,

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<v Speaker 1>we look at those, we say, you know, that seems

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<v Speaker 1>like life too, But what do these all have in common?

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<v Speaker 2>Well, of course, the weird part of the story is.

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<v Speaker 1>That when you look at what we are made out of,

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<v Speaker 1>and what jellyfish and house plants and bacteria are made

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<v Speaker 1>out of, it's the exact same stuff. It's the exact

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<v Speaker 1>same stuff that makes our molecules, that makes their molecules,

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<v Speaker 1>and by the way, the same stuff that makes rocks

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<v Speaker 1>and oceans and so on. You got carbon and nitrogen

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<v Speaker 1>and oxygen and calcium and the rest of the atoms.

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<v Speaker 1>But it's all non living stuff that makes us. Somehow,

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<v Speaker 1>life is built out of a bunch of non life.

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<v Speaker 1>Now you may know that. In nineteen fifty two, a

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<v Speaker 1>scientist named Stanley Miller showed that if you put a

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<v Speaker 1>bunch of inorganic compounds together, like you put methane and

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<v Speaker 1>ammonia and hydrogen and water, and then you zap that

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<v Speaker 1>with electricity, you get amino ad acids, which are the

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<v Speaker 1>building blocks of proteins. And this was such a striking

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<v Speaker 1>result because it showed the way that molecules we see.

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<v Speaker 2>In living things, like the amino.

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<v Speaker 1>Acids, could emerge from dead stuff if you just have

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<v Speaker 1>the right kind of atmosphere. And I wasn't alive in

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<v Speaker 1>the nineteen fifties. But I imagine the mood was really

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<v Speaker 1>optimistic that from there it would be a straightforward run

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<v Speaker 1>to see how all the pieces and parts would come

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<v Speaker 1>together to build life. But here we are over seventy

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<v Speaker 1>years later, and we still don't know how the story

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<v Speaker 1>comes together. But the problem is actually worse than that,

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<v Speaker 1>because almost everything that we as biologists ask about life

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<v Speaker 1>has to do with life on Earth, where everything is

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<v Speaker 1>built on atoms like carbon and on big molecules like

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<v Speaker 1>DNA and RNA, which carry the information to build creatures.

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<v Speaker 2>Small and large.

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<v Speaker 1>But there's no necessity that life elsewhere in the cosmos

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<v Speaker 1>will be built of the same stuff and in the

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<v Speaker 1>same way. And here's the way to think about this.

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<v Speaker 1>In high school biology, we all learned that we call

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<v Speaker 1>something alive if it's organized into cells or even a

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<v Speaker 1>single cell, and it has to have metabolism, meaning it

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<v Speaker 1>converts energy into stuff that it can use, and it

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<v Speaker 1>can regulate its internal environment and grow and develop and

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<v Speaker 1>reproduce and respond to things. And it has to have

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<v Speaker 1>some sort of programming code like genetic material that says

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<v Speaker 1>how to build new ones and so on. But no

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<v Speaker 1>matter how carefully people try to define this they always

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<v Speaker 1>get into gray areas like viruses which can reproduce but

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<v Speaker 1>only inside the cells of a host, and they don't

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<v Speaker 1>have metabolism or respond to stimuli on their own. So

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<v Speaker 1>do you call them living or non living?

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<v Speaker 3>Well?

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<v Speaker 2>Who knows.

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<v Speaker 1>And currently we're seeing all kinds of advances in biotech

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<v Speaker 1>which are creating synthetic life forms, which raises all kinds

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<v Speaker 1>of strange questions about what criteria should define life. But

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<v Speaker 1>I think the problem isn't even about blurry boundaries between

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<v Speaker 1>living and non living. The problem is that the criteria

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<v Speaker 1>we use in biology textbooks, it's not really thinking big

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<v Speaker 1>enough when we consider life in other forms elsewhere in

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<v Speaker 1>the cosmos. And you may know that there's a lot

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<v Speaker 1>of effort going into finding signatures of other life forms

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<v Speaker 1>and the cosmos. And generally when people imagine meeting some

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<v Speaker 1>alien civilization, they generally think, oh, it probably looks.

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<v Speaker 2>Sort of like us.

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<v Speaker 1>You got two eyes, even if those eyes are bigger,

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<v Speaker 1>and it's got a head, even if the head's a

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<v Speaker 1>little bigger, and maybe it's got pointy ears. And we

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<v Speaker 1>say take me to your leader, and they say, okay,

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<v Speaker 1>follow me. But this all may lead us to have

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<v Speaker 1>a very difficult time recognizing other kinds of life in

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<v Speaker 1>the cosmos if what we're looking for is a Hollywood

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<v Speaker 1>actor with some green makeup. So what if we really

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<v Speaker 1>expanded our thinking on this, What if we really thought

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<v Speaker 1>about other ways that we could define or at least

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<v Speaker 1>detect life. So I wanted to see how other people

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<v Speaker 1>might be thinking about this question, And for that I

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<v Speaker 1>wanted to look beyond earth biologists. When you're looking for

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<v Speaker 1>someone who has a very big view of things, you

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<v Speaker 1>generally look to physicists. Now, physicists have not always been

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<v Speaker 1>interested in the question of life, although one of the

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<v Speaker 1>most famous little books entitled What Is Life was a

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<v Speaker 1>nineteen forty three series of lectures by Irwin Schrodinger, the

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<v Speaker 1>quantum physicist.

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<v Speaker 2>But generally the question of.

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<v Speaker 1>Life seems like the wrong sort of level of question

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<v Speaker 1>for a lot of physicists. And that's why I was

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<v Speaker 1>so pleased to come across the book of Sarah Walker,

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<v Speaker 1>who's a theoretical physicist.

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<v Speaker 2>At Arizona State University.

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<v Speaker 1>She wrote a book called Life as No One Knows It,

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<v Speaker 1>and she looks at the question of how she could

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<v Speaker 1>measure life so that we would know when we find it.

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<v Speaker 1>So I called her up to hear her take on this,

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<v Speaker 1>and here is Sarah Walker. Okay, So, Sarah, I want

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<v Speaker 1>to get into this issue about how physicists think about

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<v Speaker 1>things differently than biologists do. And you give this lovely

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<v Speaker 1>analogy in your book about how a physicist thinks about

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<v Speaker 1>let's say gravity, So.

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<v Speaker 2>Tell us about that.

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<v Speaker 1>Yeah.

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<v Speaker 3>I like using gravity as a good example because it's

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<v Speaker 3>pretty familiar to us, and we kind of accept gravity

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<v Speaker 3>as a real objective feature of reality, and forget that

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<v Speaker 3>people had to actually invent our concepts of gravity. The

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<v Speaker 3>whole process of doing that was really trying to understand

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<v Speaker 3>regularities that unify behavior across a huge diversity of objects.

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<v Speaker 3>And so the kind of things that were of interest

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<v Speaker 3>to early physicists were balls, rolling down, inclined planes, and

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<v Speaker 3>planetary motion in the heavens.

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<v Speaker 4>And you know what they.

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<v Speaker 3>Realized was if they chose a sufficiently abstract representation, they

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<v Speaker 3>could talk about those things in the same language. And

0:14:19.520 --> 0:14:21.800
<v Speaker 3>prior to that, in human history, we had no idea

0:14:21.920 --> 0:14:24.640
<v Speaker 3>that planetary motion was governed by the same principles that

0:14:24.720 --> 0:14:27.480
<v Speaker 3>keep us on this planet. Right, So it was a

0:14:27.600 --> 0:14:30.480
<v Speaker 3>huge conceptual leap made by our species, and it was

0:14:30.520 --> 0:14:32.640
<v Speaker 3>really one about trying to find the right kind of

0:14:32.680 --> 0:14:37.160
<v Speaker 3>representation that could describe a huge diversity of forms. And

0:14:37.200 --> 0:14:39.680
<v Speaker 3>this is why it gets interesting when we're talking about biology,

0:14:39.720 --> 0:14:43.200
<v Speaker 3>because in biology we have a plethora of diverse kinds

0:14:43.240 --> 0:14:46.320
<v Speaker 3>of forms of life on this planet. And a critical

0:14:46.440 --> 0:14:48.440
<v Speaker 3>question if you want to talk about whether there are

0:14:48.440 --> 0:14:51.360
<v Speaker 3>governing laws or principles of life, is is there some

0:14:51.480 --> 0:14:55.040
<v Speaker 3>simple unifying description that could unify all of that diversity

0:14:55.080 --> 0:14:56.840
<v Speaker 3>of life on Earth and not just explain what we

0:14:56.880 --> 0:14:58.960
<v Speaker 3>see her on this planet, but also on other planets,

0:14:58.960 --> 0:15:00.840
<v Speaker 3>which is one of the key questions I'm interested in.

0:15:01.440 --> 0:15:03.640
<v Speaker 1>So we're going to get into that question of what

0:15:04.080 --> 0:15:06.480
<v Speaker 1>is life? How would a physicists think about life? But

0:15:06.560 --> 0:15:08.480
<v Speaker 1>how did you get interested in that question?

0:15:09.840 --> 0:15:13.240
<v Speaker 3>I wanted to be a cosmologist or a particle physicist.

0:15:13.320 --> 0:15:14.320
<v Speaker 4>When I was an undergrad.

0:15:14.440 --> 0:15:17.760
<v Speaker 3>I fell in love with theoretical physics and its ability

0:15:17.800 --> 0:15:21.040
<v Speaker 3>to describe nature abstractly and the fact that the human

0:15:21.080 --> 0:15:23.120
<v Speaker 3>mind could come up with descriptions of nature we could

0:15:23.160 --> 0:15:25.960
<v Speaker 3>go test, so things like gravitational waves that we had

0:15:26.000 --> 0:15:27.880
<v Speaker 3>no knowledge about, we could go out and look for

0:15:28.080 --> 0:15:30.040
<v Speaker 3>just because the theory predicted them, and then learn new

0:15:30.080 --> 0:15:33.080
<v Speaker 3>things about reality or neutrinos or another example. Right, these

0:15:33.080 --> 0:15:34.960
<v Speaker 3>are not things that are like, you know, privy to

0:15:35.000 --> 0:15:35.960
<v Speaker 3>our daily perception.

0:15:36.080 --> 0:15:36.240
<v Speaker 4>Right.

0:15:36.280 --> 0:15:38.480
<v Speaker 3>We didn't evolve capacity to sense these things. Yet we

0:15:38.520 --> 0:15:40.560
<v Speaker 3>can build theories that allow us to build technology to

0:15:40.600 --> 0:15:43.720
<v Speaker 3>sense them. And so I was deeply intrigued by that

0:15:43.800 --> 0:15:46.880
<v Speaker 3>whole process and that whole sort of conception of nature

0:15:46.880 --> 0:15:51.240
<v Speaker 3>that you know, underlies what physicists do, you know, at

0:15:51.240 --> 0:15:54.480
<v Speaker 3>this sort of edge of developing new descriptions of reality.

0:15:55.240 --> 0:15:59.280
<v Speaker 3>And it was the case that through my undergrad education

0:15:59.480 --> 0:16:01.920
<v Speaker 3>I just really decided I want to be a theoretical physicist.

0:16:01.960 --> 0:16:03.640
<v Speaker 3>When I got to graduate school, I was like dead

0:16:03.680 --> 0:16:07.800
<v Speaker 3>set on it. And my PhD advisor, Marcelo Gleister, a

0:16:07.840 --> 0:16:11.480
<v Speaker 3>really fantastic thinker, was just you know, later in his

0:16:11.560 --> 0:16:13.760
<v Speaker 3>career as a cosmologist and thought, you know, wanted to

0:16:13.800 --> 0:16:15.880
<v Speaker 3>be great if I did some projects I'm origins life.

0:16:16.400 --> 0:16:19.600
<v Speaker 3>And so I was pretty resistant at first because because

0:16:19.640 --> 0:16:21.640
<v Speaker 3>of you know, kind of what you were indicating initially,

0:16:21.640 --> 0:16:24.880
<v Speaker 3>Like physics and biology are usually traditionally seen as totally separate,

0:16:24.920 --> 0:16:27.160
<v Speaker 3>and in some sense physicists look down on biology as

0:16:27.200 --> 0:16:29.880
<v Speaker 3>a lesser problem than the kind of grand sweeping things

0:16:30.280 --> 0:16:33.040
<v Speaker 3>that physicists study. So it just wasn't on my radar

0:16:33.160 --> 0:16:36.920
<v Speaker 3>from my education that there would really be fundamental problems

0:16:36.920 --> 0:16:38.440
<v Speaker 3>of the kind I was interested in. And I always

0:16:38.520 --> 0:16:41.360
<v Speaker 3>loved biological sciences, but like, I really loved this idea

0:16:41.360 --> 0:16:45.640
<v Speaker 3>of deep, abstract, unifying principles and really understanding at a core,

0:16:46.840 --> 0:16:51.560
<v Speaker 3>you know, the nature of physical reality. And so what

0:16:51.720 --> 0:16:53.800
<v Speaker 3>really sold me on the original life and why I

0:16:53.840 --> 0:16:55.840
<v Speaker 3>decided to dedicate my career to it is I realized

0:16:55.920 --> 0:16:59.480
<v Speaker 3>it was like a major open question, and major in

0:16:59.480 --> 0:17:02.800
<v Speaker 3>the sense it wasn't just that we didn't, you know,

0:17:02.840 --> 0:17:04.240
<v Speaker 3>have the right tools to answer the question.

0:17:04.240 --> 0:17:05.760
<v Speaker 4>We didn't even know what questions to ask.

0:17:05.880 --> 0:17:08.320
<v Speaker 3>And these places where we have these sort of conceptually

0:17:08.359 --> 0:17:12.080
<v Speaker 3>open you know, like like nobody knows how to think

0:17:12.119 --> 0:17:14.200
<v Speaker 3>about it, Like those are the spaces that I love

0:17:14.280 --> 0:17:15.760
<v Speaker 3>to be in because those are the ones where you

0:17:15.760 --> 0:17:18.520
<v Speaker 3>really have this opportunity to do something new and also

0:17:19.000 --> 0:17:21.320
<v Speaker 3>like to maybe discover something kind of deep that we

0:17:21.359 --> 0:17:22.040
<v Speaker 3>didn't know before.

0:17:22.640 --> 0:17:24.639
<v Speaker 1>So the way that a biologist thinks about what is

0:17:24.720 --> 0:17:27.280
<v Speaker 1>life is we look and we see all these cells,

0:17:27.400 --> 0:17:31.560
<v Speaker 1>we see cell processeds, and we discovered DNA and things

0:17:31.640 --> 0:17:33.840
<v Speaker 1>like that and we think, Okay, we're going to make

0:17:33.920 --> 0:17:36.520
<v Speaker 1>a theory about life, but how do you, as a

0:17:36.560 --> 0:17:39.440
<v Speaker 1>theoretical physicist start tackling the problem?

0:17:40.720 --> 0:17:41.639
<v Speaker 4>It was interesting.

0:17:41.760 --> 0:17:44.800
<v Speaker 3>So my first, like, I really, what I'm interested in

0:17:45.119 --> 0:17:49.119
<v Speaker 3>is how does non living matter transition to living matter?

0:17:49.480 --> 0:17:51.800
<v Speaker 3>And in order to answer that question, you need to

0:17:51.840 --> 0:17:53.920
<v Speaker 3>have some sense of what you mean when you say

0:17:53.920 --> 0:17:56.359
<v Speaker 3>something is life or something is alive, or something as

0:17:56.440 --> 0:18:00.399
<v Speaker 3>living matter. And so I've always been very questioned driven.

0:18:00.600 --> 0:18:02.080
<v Speaker 3>I think a lot of people that ask the what

0:18:02.200 --> 0:18:05.439
<v Speaker 3>is life question, that's their question. But the way I

0:18:05.520 --> 0:18:08.720
<v Speaker 3>approach it is that question is in service of solving

0:18:08.760 --> 0:18:11.879
<v Speaker 3>this other very big open question in science, which is

0:18:11.880 --> 0:18:14.320
<v Speaker 3>where does life come from in the first place? And

0:18:14.440 --> 0:18:16.920
<v Speaker 3>so I was actually early in my career I was

0:18:16.920 --> 0:18:19.480
<v Speaker 3>steered away even by some biologists from working on the

0:18:19.480 --> 0:18:21.520
<v Speaker 3>original life because they thought I could learn more about

0:18:21.560 --> 0:18:25.800
<v Speaker 3>biology by studying biological forms as we already understand them.

0:18:26.240 --> 0:18:30.320
<v Speaker 3>And I intrinsically felt that there was something really new

0:18:30.520 --> 0:18:33.480
<v Speaker 3>and different to learn about the original life transition itself.

0:18:34.119 --> 0:18:36.960
<v Speaker 3>And so the sort of traditional approach, as I said,

0:18:37.000 --> 0:18:38.680
<v Speaker 3>has been to ask what is life and then try

0:18:38.680 --> 0:18:40.760
<v Speaker 3>to answer that question directly, And I just don't think

0:18:40.760 --> 0:18:43.640
<v Speaker 3>that that's actually useful exercise in these sort of more

0:18:43.640 --> 0:18:46.680
<v Speaker 3>fundamental aspects or getting at the frontiers of detecting life

0:18:46.680 --> 0:18:49.560
<v Speaker 3>elsewhere or origins of life, because what we end up

0:18:49.600 --> 0:18:53.199
<v Speaker 3>doing is kind of having these descriptors life life is,

0:18:53.560 --> 0:18:57.879
<v Speaker 3>you know, requires metabolism to sustain itself, Life needs genetics

0:18:57.960 --> 0:19:00.280
<v Speaker 3>or these things that are very anthropercentric and base dating

0:19:00.320 --> 0:19:02.480
<v Speaker 3>examples as we know it and might you know, and

0:19:02.560 --> 0:19:05.000
<v Speaker 3>those examples don't apply to like the earliest life on

0:19:05.040 --> 0:19:07.200
<v Speaker 3>Earth as far as we know, because we don't know

0:19:07.240 --> 0:19:09.240
<v Speaker 3>if it had a genetic system or not, for example.

0:19:10.040 --> 0:19:12.760
<v Speaker 3>So we need deeper descriptions to go further than the

0:19:12.760 --> 0:19:16.119
<v Speaker 3>biology we know. And that's what I got interested in,

0:19:16.200 --> 0:19:18.240
<v Speaker 3>and that needs to be driven by really having a

0:19:18.280 --> 0:19:21.399
<v Speaker 3>compelling question that you're trying to answer to focus your effort.

0:19:21.400 --> 0:19:22.240
<v Speaker 4>How you build theory.

0:19:22.760 --> 0:19:25.080
<v Speaker 1>Okay, so you asked the question of how does non

0:19:25.160 --> 0:19:29.600
<v Speaker 1>living stuff become living stuff? And how did you how

0:19:29.600 --> 0:19:30.359
<v Speaker 1>did you go about it?

0:19:30.359 --> 0:19:32.119
<v Speaker 2>How did you start making progress on a question like that?

0:19:32.760 --> 0:19:36.560
<v Speaker 3>Yeah, so obviously I didn't know a lot about biology

0:19:36.600 --> 0:19:38.600
<v Speaker 3>and chemistry when I started. You can pick up a

0:19:38.600 --> 0:19:41.480
<v Speaker 3>lot reading and talking to people, but it wasn't it's

0:19:41.480 --> 0:19:43.199
<v Speaker 3>not my training, it's not my field of expertise. I

0:19:43.200 --> 0:19:46.399
<v Speaker 3>would I will always stay upfront. I have all of

0:19:46.400 --> 0:19:49.000
<v Speaker 3>the cognitive biases of somebody that was trained in physics.

0:19:49.040 --> 0:19:51.000
<v Speaker 4>I really tried to fight them.

0:19:51.359 --> 0:19:53.840
<v Speaker 3>But you know, I'm very aware of my disciplinary training,

0:19:53.880 --> 0:19:55.760
<v Speaker 3>and part of the reason I'm so aware of it

0:19:55.800 --> 0:19:58.360
<v Speaker 3>is walking into origins of life as a PhD student.

0:19:58.760 --> 0:20:01.359
<v Speaker 3>Almost everybody there comes from a different discipline, right, Like

0:20:01.400 --> 0:20:03.320
<v Speaker 3>there's the organic chemists and they have a camp of

0:20:03.320 --> 0:20:06.280
<v Speaker 3>how they think about it. There's the genetics and molecular

0:20:06.320 --> 0:20:08.920
<v Speaker 3>biologists and they have a camp about how they think

0:20:08.920 --> 0:20:11.520
<v Speaker 3>about the problem. And there's the physicists and they have

0:20:11.560 --> 0:20:13.760
<v Speaker 3>a camp of how they think about the problem. And

0:20:13.840 --> 0:20:16.000
<v Speaker 3>so each discipline or your perspective kind of had a

0:20:16.080 --> 0:20:19.280
<v Speaker 3>hypothesis that was informed by their discipline but not the others.

0:20:20.400 --> 0:20:23.159
<v Speaker 3>And so I really tried to abandon all of that

0:20:24.440 --> 0:20:26.960
<v Speaker 3>and just really try to focus on what the fundamental

0:20:27.040 --> 0:20:29.680
<v Speaker 3>nature of the problem was. But obviously, starting from physics,

0:20:29.680 --> 0:20:31.720
<v Speaker 3>I wanted to start with, like, why can physics not

0:20:31.800 --> 0:20:36.919
<v Speaker 3>explain the origin of life? And that led to focus

0:20:37.200 --> 0:20:40.000
<v Speaker 3>focus on information and causation because it seems to be

0:20:40.240 --> 0:20:44.600
<v Speaker 3>the case that in living systems information is causal. So

0:20:44.720 --> 0:20:47.160
<v Speaker 3>for example, you know there's people listening to this right now,

0:20:47.160 --> 0:20:48.440
<v Speaker 3>I could say raise your hand.

0:20:49.200 --> 0:20:50.520
<v Speaker 4>Some of you may raise your hands.

0:20:50.680 --> 0:20:53.439
<v Speaker 3>I'm raising my hand right, And so we're separated in

0:20:53.560 --> 0:20:56.200
<v Speaker 3>space and time, and there's causation there, right, and it's

0:20:56.200 --> 0:21:00.280
<v Speaker 3>carried by words which are you know, very abstract, but

0:21:00.440 --> 0:21:02.439
<v Speaker 3>there must be some kind of physicality to them if

0:21:02.480 --> 0:21:04.960
<v Speaker 3>they have some causation in the world with sort of

0:21:04.960 --> 0:21:08.800
<v Speaker 3>my thinking. And obviously there's also like in genomes we

0:21:08.840 --> 0:21:11.480
<v Speaker 3>talk about them carrying information, etcetera. So this language of

0:21:11.520 --> 0:21:14.640
<v Speaker 3>information is all over biology. And so the first problem

0:21:14.680 --> 0:21:17.840
<v Speaker 3>I identified, which I wrote this paper with my postdoc

0:21:17.880 --> 0:21:22.439
<v Speaker 3>advisor Paul Davies in twenty thirteen called the Algorithmic Origins

0:21:22.440 --> 0:21:26.320
<v Speaker 3>of Life, was the original life transition must have something

0:21:26.359 --> 0:21:29.640
<v Speaker 3>to do with a transition in causation and information.

0:21:29.240 --> 0:21:30.200
<v Speaker 4>And physical systems.

0:21:31.080 --> 0:21:33.679
<v Speaker 3>And I've used that kind of as the paradigm of

0:21:33.720 --> 0:21:35.359
<v Speaker 3>most of my career. Actually all of my work is

0:21:35.400 --> 0:21:38.080
<v Speaker 3>training answer a question I posed in that paper. And

0:21:38.160 --> 0:21:40.880
<v Speaker 3>so now I've settled on this new approach that I'm

0:21:40.960 --> 0:21:43.760
<v Speaker 3>very excited about because of the connection between deep connection

0:21:43.800 --> 0:21:47.199
<v Speaker 3>between theory and experiment called assembly theory, which is an

0:21:47.240 --> 0:21:51.919
<v Speaker 3>attempt to understand how information really is the sort of

0:21:52.720 --> 0:21:55.520
<v Speaker 3>underlying mechanism for the existence of some objects, but doing

0:21:55.560 --> 0:21:56.760
<v Speaker 3>it in a much more physical way.

0:21:57.040 --> 0:21:57.320
<v Speaker 2>Cool.

0:21:57.359 --> 0:21:59.479
<v Speaker 1>So, just before we get into assembly theory, so give

0:21:59.560 --> 0:22:04.280
<v Speaker 1>us an exams example of information and causation. Give us

0:22:04.320 --> 0:22:06.920
<v Speaker 1>an example. How do you think about that in terms

0:22:06.920 --> 0:22:07.359
<v Speaker 1>of life.

0:22:07.560 --> 0:22:12.120
<v Speaker 3>Yeah, an example might be something like a technological artifact

0:22:12.119 --> 0:22:15.320
<v Speaker 3>like a cell phone. We don't expect them to spontaneously

0:22:15.600 --> 0:22:18.200
<v Speaker 3>emerge from the geochemistry of Mars. So if we found

0:22:18.280 --> 0:22:20.320
<v Speaker 3>a cell phone on Mars, for example, we would consider

0:22:20.359 --> 0:22:26.080
<v Speaker 3>it a biosignature because it has so much history necessary

0:22:26.200 --> 0:22:29.199
<v Speaker 3>to construct something like a cell phone. Right, So, cell phones,

0:22:29.280 --> 0:22:31.960
<v Speaker 3>if they appear in the universe at all, you know,

0:22:32.000 --> 0:22:35.880
<v Speaker 3>should be expected to emerge on planets that have evolution

0:22:35.960 --> 0:22:39.480
<v Speaker 3>of life over billions of years and evidential evolution of

0:22:39.520 --> 0:22:41.440
<v Speaker 3>intelligent beings that construct cell phones.

0:22:41.480 --> 0:22:43.520
<v Speaker 4>They don't happen for free, all right.

0:22:43.840 --> 0:22:46.080
<v Speaker 3>That's a key conjecture of the theory that I'm working on,

0:22:46.200 --> 0:22:48.360
<v Speaker 3>is that those kinds of objects require information.

0:23:03.040 --> 0:23:05.280
<v Speaker 1>Tell us where this is landed with assembly theory, and

0:23:05.280 --> 0:23:06.320
<v Speaker 1>how do you think about life.

0:23:06.600 --> 0:23:09.760
<v Speaker 3>Yeah, So the sort of key conjecture of assembly theory

0:23:10.000 --> 0:23:11.680
<v Speaker 3>is that there are some objects that are just too

0:23:11.720 --> 0:23:15.879
<v Speaker 3>complex to form spontaneously ever in the history of the universe.

0:23:15.920 --> 0:23:19.080
<v Speaker 3>So this is this is very sort of counter to

0:23:19.359 --> 0:23:23.000
<v Speaker 3>the sort of standard paradigm in physics right now, which

0:23:23.200 --> 0:23:27.760
<v Speaker 3>is the idea that any object of our arbitrary complexity

0:23:27.880 --> 0:23:31.080
<v Speaker 3>can fluctuate into existence with very low probability. That's completely

0:23:31.080 --> 0:23:34.240
<v Speaker 3>consistent with all of our current theories of physics. And

0:23:34.320 --> 0:23:38.880
<v Speaker 3>yet we don't see you know, brains popping into existence spontaneously, right,

0:23:38.920 --> 0:23:41.840
<v Speaker 3>they evolve in bodies, and so there's this famous argument

0:23:41.840 --> 0:23:45.879
<v Speaker 3>about Boltzmann brains, you know, being spontaneous objects, and it

0:23:46.000 --> 0:23:48.639
<v Speaker 3>raises all kinds of paradoxes in physics. So both my

0:23:48.720 --> 0:23:53.760
<v Speaker 3>brains are this idea that due to spontaneous fluctuation in

0:23:53.800 --> 0:23:56.639
<v Speaker 3>the laws of physics it could be thermodynamics or quantum fluctuations.

0:23:57.600 --> 0:24:01.560
<v Speaker 3>You can spontaneously fluctuate particles to existence, for example, and

0:24:01.720 --> 0:24:04.240
<v Speaker 3>quantum physics as long as they're a particle antiparticle, and

0:24:04.240 --> 0:24:08.320
<v Speaker 3>they'll just you know, spontaneously fluctuate out of existence. So

0:24:09.720 --> 0:24:11.920
<v Speaker 3>these kind of effects can happen. And if you run

0:24:11.960 --> 0:24:14.960
<v Speaker 3>that and just say, you know, like as a logical experiment,

0:24:15.160 --> 0:24:18.000
<v Speaker 3>you say, well, there's no sort of bound on what

0:24:18.000 --> 0:24:20.800
<v Speaker 3>could fluctuate into existence. You lead to a sort of

0:24:20.840 --> 0:24:24.960
<v Speaker 3>paradoxical situation where something like a brain could also spontaneously

0:24:25.000 --> 0:24:28.720
<v Speaker 3>fluctuate into existence. And this is paradoxical because if you

0:24:28.760 --> 0:24:31.560
<v Speaker 3>were such a brain, it's not clear that your experiences

0:24:31.600 --> 0:24:34.720
<v Speaker 3>would be anything different than the experiences that we have.

0:24:34.960 --> 0:24:38.480
<v Speaker 3>So for example, you know, you could have just fluctuated

0:24:38.520 --> 0:24:41.800
<v Speaker 3>into existence right now hearing me influctuated out of existence,

0:24:42.160 --> 0:24:44.000
<v Speaker 3>and then you wouldn't know if this moment is actually

0:24:44.040 --> 0:24:46.720
<v Speaker 3>the one that you fluctuated into existence, and now it's

0:24:46.800 --> 0:24:49.760
<v Speaker 3>you know, so it's like it's very it's and it's

0:24:49.840 --> 0:24:53.280
<v Speaker 3>a problematic because if these things are a possibility, affects

0:24:53.280 --> 0:24:55.200
<v Speaker 3>some of our cosmological models and some of the other

0:24:55.240 --> 0:24:57.639
<v Speaker 3>areas of physics. And it's also related to other problems

0:24:57.640 --> 0:25:01.520
<v Speaker 3>in physics, like fine tuning of the initial condition, which

0:25:01.560 --> 0:25:04.919
<v Speaker 3>is another issue where physics directly confronts biology, because to

0:25:04.960 --> 0:25:07.320
<v Speaker 3>describe complexity, it has to be in the initial state

0:25:07.359 --> 0:25:10.480
<v Speaker 3>of the universe that there was you know, a precise

0:25:10.520 --> 0:25:15.399
<v Speaker 3>amount of information necessary to construct things like us, and

0:25:15.480 --> 0:25:19.400
<v Speaker 3>an assembly theory, we think that all of the information

0:25:19.520 --> 0:25:23.159
<v Speaker 3>is actually constructed over time in the dynamics of the

0:25:23.240 --> 0:25:25.840
<v Speaker 3>universe unfolding and in particular on planets to build things

0:25:25.880 --> 0:25:28.359
<v Speaker 3>that are complex like us. And that's the phenomena that

0:25:28.400 --> 0:25:32.280
<v Speaker 3>we call life. And so the sort of key testable

0:25:32.320 --> 0:25:35.080
<v Speaker 3>conjecture that we have so far is that there's actually

0:25:35.119 --> 0:25:41.320
<v Speaker 3>a complexity threshold in chemistry where and we actually talk

0:25:41.359 --> 0:25:43.439
<v Speaker 3>about it in terms of an assembly index, which is

0:25:43.440 --> 0:25:46.159
<v Speaker 3>sort of a minimal number of steps for constructing an object.

0:25:46.240 --> 0:25:48.000
<v Speaker 3>So if you want to think about legos, you're sticking

0:25:48.000 --> 0:25:50.240
<v Speaker 3>them together, and you can take parts you've already built

0:25:50.440 --> 0:25:53.120
<v Speaker 3>and build up to a particular structure, you'd have sort

0:25:53.160 --> 0:25:54.200
<v Speaker 3>of a minimal number.

0:25:54.000 --> 0:25:55.240
<v Speaker 4>Steps to make that structure.

0:25:55.840 --> 0:25:58.479
<v Speaker 3>And you can imagine if you're shaking a lego table

0:25:59.119 --> 0:26:02.040
<v Speaker 3>right and you're doing random kind of configurations of objects,

0:26:02.040 --> 0:26:04.520
<v Speaker 3>you'll get like a couple pieces sticking together, and they

0:26:04.600 --> 0:26:07.800
<v Speaker 3>might repeat those structures, but you're not going to expect

0:26:07.800 --> 0:26:10.960
<v Speaker 3>to see lego hogwarts of the taj Mahal, you know,

0:26:11.080 --> 0:26:14.560
<v Speaker 3>spontaneously assemble even in you know the amount of time

0:26:14.600 --> 0:26:17.840
<v Speaker 3>the universe has has had to you know, potentially, like

0:26:18.119 --> 0:26:20.119
<v Speaker 3>you know, thirteen point seven billion years of shaking is

0:26:20.160 --> 0:26:22.000
<v Speaker 3>not going to get you there. So you can imagine,

0:26:22.000 --> 0:26:24.199
<v Speaker 3>like where is the boundary between the things that are

0:26:24.240 --> 0:26:27.280
<v Speaker 3>really likely those small couple of things stuck together that

0:26:27.320 --> 0:26:30.280
<v Speaker 3>we should find ubiquitous in the universe and something like

0:26:30.320 --> 0:26:33.080
<v Speaker 3>the taj Mahal, which you know requires a lot of

0:26:33.119 --> 0:26:37.120
<v Speaker 3>cultural information, a lot of evolutionary you know, like well,

0:26:37.160 --> 0:26:39.840
<v Speaker 3>billions of years of biological evolution to get intelligent beings

0:26:39.840 --> 0:26:42.439
<v Speaker 3>and then thousands of years of cultural evolution to build

0:26:42.440 --> 0:26:44.400
<v Speaker 3>something that complicated.

0:26:44.480 --> 0:26:46.480
<v Speaker 4>Right, So, so.

0:26:46.440 --> 0:26:48.160
<v Speaker 3>What we say in assembly theory is that there's actually

0:26:48.200 --> 0:26:51.720
<v Speaker 3>a threshold and if we find structures above this threshold,

0:26:52.080 --> 0:26:56.280
<v Speaker 3>where we find abundant highly assembled objects, then that's a

0:26:56.320 --> 0:26:59.400
<v Speaker 3>signature of life. And this has all kinds of really

0:26:59.400 --> 0:27:02.720
<v Speaker 3>interesting consequences because now you've made this history of construction

0:27:02.800 --> 0:27:05.040
<v Speaker 3>in this way of building the object kind of a

0:27:05.080 --> 0:27:07.520
<v Speaker 3>physical property that and we can go measure it in

0:27:07.520 --> 0:27:10.440
<v Speaker 3>the lab for molecules, and we've done that, We've done

0:27:10.880 --> 0:27:13.560
<v Speaker 3>tests on biological non biological samples, and it seems that

0:27:13.560 --> 0:27:16.199
<v Speaker 3>there really is a threshold value in this sort of

0:27:16.200 --> 0:27:21.800
<v Speaker 3>complexity assembly index above which things are only produced by life.

0:27:22.040 --> 0:27:23.560
<v Speaker 2>So let me unpack that just a little bit.

0:27:23.600 --> 0:27:26.040
<v Speaker 1>So when you talk about things being testable, so you

0:27:26.160 --> 0:27:30.840
<v Speaker 1>test them with chemistry essentially, and you're asking how complex

0:27:30.880 --> 0:27:35.080
<v Speaker 1>a molecule do I expect to get accidentally just from

0:27:35.119 --> 0:27:38.160
<v Speaker 1>things bumping into one another, Versus what's some threshold over

0:27:38.200 --> 0:27:40.600
<v Speaker 1>which I say, wow, you know what, that thing that

0:27:40.760 --> 0:27:43.120
<v Speaker 1>molecule is too complex that that's not going to come

0:27:43.160 --> 0:27:44.200
<v Speaker 1>about by accident.

0:27:44.480 --> 0:27:46.480
<v Speaker 3>That yeah, that's exactly what we're trying to test for.

0:27:46.520 --> 0:27:48.639
<v Speaker 3>And the way that you actually do it is with

0:27:49.440 --> 0:27:52.560
<v Speaker 3>sort of standard instrumentation in a chemistry lab, so we

0:27:52.560 --> 0:27:55.600
<v Speaker 3>can measure this feature of this minimal number of stepsi

0:27:55.600 --> 0:28:00.719
<v Speaker 3>assembly index using mass spectrometry NMR and for reds, so

0:28:00.760 --> 0:28:03.760
<v Speaker 3>it's possible to take samples and actually test this conjecture,

0:28:03.800 --> 0:28:04.919
<v Speaker 3>and so far it's held up.

0:28:05.640 --> 0:28:07.679
<v Speaker 1>And the conjecture that holds up is that there's some

0:28:07.800 --> 0:28:11.359
<v Speaker 1>threshold of complexity and you get things accidentally for a while,

0:28:11.440 --> 0:28:13.159
<v Speaker 1>but it doesn't get more complex than that.

0:28:13.600 --> 0:28:15.119
<v Speaker 2>It doesn't build the cell phone.

0:28:15.160 --> 0:28:17.760
<v Speaker 3>So the expectation is that planets that don't have life

0:28:17.800 --> 0:28:21.679
<v Speaker 3>will only be able to build molecular objects or you know,

0:28:21.800 --> 0:28:24.080
<v Speaker 3>any objects like you know, it won't be able to

0:28:24.080 --> 0:28:26.119
<v Speaker 3>build a cell phone, for example, but that boundary of

0:28:26.119 --> 0:28:29.480
<v Speaker 3>what it can you know, what it can produce, is

0:28:30.000 --> 0:28:32.840
<v Speaker 3>tightly bounded. There's like an upper limit in the complexity

0:28:32.840 --> 0:28:34.879
<v Speaker 3>of the molecules, and life is the only thing that

0:28:34.880 --> 0:28:37.680
<v Speaker 3>can cross that. And so I think about it oftentimes

0:28:37.720 --> 0:28:40.440
<v Speaker 3>in terms of like if you imagine that you can

0:28:40.480 --> 0:28:43.040
<v Speaker 3>think about the space of all possible objects that the

0:28:43.120 --> 0:28:46.200
<v Speaker 3>universe could generate, and they're stacked by how hard they

0:28:46.200 --> 0:28:48.520
<v Speaker 3>are to build, by their sort of construction history, and

0:28:48.560 --> 0:28:50.680
<v Speaker 3>what objects need to precede them in order for them

0:28:50.720 --> 0:28:54.520
<v Speaker 3>to exist that physical Like, what assembly theory is doing

0:28:54.640 --> 0:28:57.200
<v Speaker 3>is making that a physical space by tying that the

0:28:57.240 --> 0:28:59.120
<v Speaker 3>structure of that space to something we can measure in

0:28:59.120 --> 0:29:02.280
<v Speaker 3>the lab. And then we're saying that life is the

0:29:02.320 --> 0:29:04.640
<v Speaker 3>only thing that you find beyond a certain boundary in

0:29:04.640 --> 0:29:05.160
<v Speaker 3>that space.

0:29:05.680 --> 0:29:09.840
<v Speaker 1>So how does that help you understand how non living

0:29:09.920 --> 0:29:11.040
<v Speaker 1>things become living?

0:29:12.280 --> 0:29:14.480
<v Speaker 3>Well, what it does is it allows us first to

0:29:14.520 --> 0:29:17.560
<v Speaker 3>measure whether this has happened, which means we can actually

0:29:17.640 --> 0:29:20.760
<v Speaker 3>start a new experimental paradigm for the original life. So

0:29:20.840 --> 0:29:23.760
<v Speaker 3>traditionally in my field, you know, the standard set of

0:29:23.760 --> 0:29:26.800
<v Speaker 3>experiments that people have done is to try to look for,

0:29:28.080 --> 0:29:30.959
<v Speaker 3>you know, a chemical system that could produce an amino

0:29:31.040 --> 0:29:33.440
<v Speaker 3>acid because we use amino acids in our bodies and

0:29:33.480 --> 0:29:36.480
<v Speaker 3>all biological life forms do, or things that could make

0:29:36.560 --> 0:29:39.600
<v Speaker 3>components of DNA or RNA again, because we find that

0:29:39.680 --> 0:29:43.480
<v Speaker 3>in you know, all life on Earth, and so those

0:29:43.520 --> 0:29:46.680
<v Speaker 3>have been really targeted syntheses, and I think that that's

0:29:46.720 --> 0:29:49.280
<v Speaker 3>a bit of a challenge because it's looking specifically for

0:29:50.080 --> 0:29:52.640
<v Speaker 3>molecular structures that we find in life on Earth, so

0:29:52.640 --> 0:29:54.560
<v Speaker 3>it's not general, as we talked about at the beginning.

0:29:55.000 --> 0:29:58.000
<v Speaker 3>But also it's problematic because we're putting so much agency

0:29:58.040 --> 0:30:00.480
<v Speaker 3>and selection in because we know the goal in mind

0:30:00.480 --> 0:30:02.440
<v Speaker 3>of what we want to produce, that we're actually sort

0:30:02.480 --> 0:30:04.920
<v Speaker 3>of biasing the space to already produce things, even if

0:30:04.920 --> 0:30:09.160
<v Speaker 3>they're complex, by putting boundary conditions in the experiment. And

0:30:09.240 --> 0:30:11.400
<v Speaker 3>so the sort of vision that I build in the

0:30:11.440 --> 0:30:14.240
<v Speaker 3>book about these original life experiments really comes from my

0:30:14.320 --> 0:30:17.520
<v Speaker 3>colleague Lee Cronin, who originally developed assembly theory and also

0:30:17.560 --> 0:30:20.560
<v Speaker 3>has this very large experimental lab trying to develop new

0:30:20.600 --> 0:30:23.600
<v Speaker 3>platforms for original life experiments. Is to try to do

0:30:23.680 --> 0:30:26.480
<v Speaker 3>these sort of random soup chemistries where you actually just

0:30:26.520 --> 0:30:30.320
<v Speaker 3>try to model, you know, geochemistry, and you don't constrain it,

0:30:30.880 --> 0:30:34.120
<v Speaker 3>and you try to detect if you start getting complex

0:30:34.160 --> 0:30:36.080
<v Speaker 3>things out and at what level you start getting.

0:30:35.840 --> 0:30:36.720
<v Speaker 4>Complex things out.

0:30:37.040 --> 0:30:39.800
<v Speaker 3>And so if this idea of this threshold is accurate,

0:30:39.840 --> 0:30:42.720
<v Speaker 3>we should be able to detect when life spontaneously emerges

0:30:42.840 --> 0:30:45.760
<v Speaker 3>through a random chemical search. And so we kind of

0:30:45.800 --> 0:30:49.200
<v Speaker 3>think of like it almost is like a chemical search engine,

0:30:49.240 --> 0:30:51.520
<v Speaker 3>Like we don't know how often alien life or any

0:30:51.560 --> 0:30:54.640
<v Speaker 3>kind of life forms form in this huge space of chemistry,

0:30:55.120 --> 0:30:56.959
<v Speaker 3>and so we want to build a machine that allows

0:30:57.040 --> 0:31:01.480
<v Speaker 3>us to actually explore that space and look for living things.

0:31:01.520 --> 0:31:03.800
<v Speaker 3>But we need to actual measure we can go and

0:31:03.840 --> 0:31:05.080
<v Speaker 3>do in the chemistry.

0:31:04.920 --> 0:31:05.560
<v Speaker 4>To look for it.

0:31:06.120 --> 0:31:07.880
<v Speaker 3>So this is a very big paradigm shift in the

0:31:07.880 --> 0:31:10.080
<v Speaker 3>way we're thinking experimentally about origins of life.

0:31:10.120 --> 0:31:11.280
<v Speaker 2>So let me summarize this.

0:31:11.320 --> 0:31:13.920
<v Speaker 1>Where we are so far, so you're you and Lee

0:31:14.000 --> 0:31:17.320
<v Speaker 1>are looking at this issue of okay, lots of chemicals together.

0:31:18.160 --> 0:31:20.800
<v Speaker 1>You expect things to be under the threshold of what

0:31:20.840 --> 0:31:24.240
<v Speaker 1>you would call, you know, a certain complexity threshold. But

0:31:24.520 --> 0:31:27.840
<v Speaker 1>you're asking how many times does something pop above that threshold?

0:31:27.880 --> 0:31:30.600
<v Speaker 1>Like when do we see something go above that? And

0:31:30.640 --> 0:31:32.240
<v Speaker 1>when it does go about that, we'd say, okay, there's

0:31:32.280 --> 0:31:34.320
<v Speaker 1>something that we'd call life about that.

0:31:34.560 --> 0:31:37.160
<v Speaker 3>Yes, And one of the other key things that I'm

0:31:37.200 --> 0:31:41.920
<v Speaker 3>working on is developing sort of a theory of the

0:31:42.000 --> 0:31:44.720
<v Speaker 3>actual transition between those phases. So we have a lot

0:31:44.760 --> 0:31:46.800
<v Speaker 3>of the sort of scaffold those theory worked out in

0:31:46.920 --> 0:31:49.960
<v Speaker 3>terms of how we think about selection in assembly spaces,

0:31:50.000 --> 0:31:51.760
<v Speaker 3>which is kind of the space of these kind of

0:31:52.360 --> 0:31:55.760
<v Speaker 3>operations of building up objects, but which is a very

0:31:55.760 --> 0:31:57.920
<v Speaker 3>abstract space, just like you know, we always talk about

0:31:57.920 --> 0:32:00.640
<v Speaker 3>in physics these very abstract spaces. So I kind of

0:32:00.640 --> 0:32:02.800
<v Speaker 3>think of it like we have, like you know, coordinate

0:32:02.880 --> 0:32:06.240
<v Speaker 3>geometry for like gravity, we have this sort of space

0:32:06.240 --> 0:32:09.360
<v Speaker 3>of possibilities and the sort of relationships between objects is

0:32:09.360 --> 0:32:11.280
<v Speaker 3>an assembly space. It's kind of the space that this

0:32:11.320 --> 0:32:16.200
<v Speaker 3>physics lives in. But the sort of idea there is

0:32:16.240 --> 0:32:18.760
<v Speaker 3>exactly what you're saying that we want to be able

0:32:18.800 --> 0:32:22.000
<v Speaker 3>to go and detect this transition. So we also need

0:32:22.040 --> 0:32:23.520
<v Speaker 3>to be able to predict from the theory when it

0:32:23.520 --> 0:32:25.719
<v Speaker 3>should happen, and so that's something that we're working on

0:32:26.240 --> 0:32:27.560
<v Speaker 3>quite extensively right now.

0:32:27.760 --> 0:32:30.760
<v Speaker 2>Cool. So we're still in very early days with this,

0:32:30.840 --> 0:32:35.440
<v Speaker 2>but when you imagine, Yeah, when you imagine what a

0:32:35.560 --> 0:32:38.440
<v Speaker 2>search for life on other planets would look like, what

0:32:39.040 --> 0:32:39.640
<v Speaker 2>strikes you.

0:32:40.600 --> 0:32:42.960
<v Speaker 3>Yeah, So some of the things I really love about

0:32:43.000 --> 0:32:47.480
<v Speaker 3>the development of new theories is also like the philosophy

0:32:47.480 --> 0:32:50.760
<v Speaker 3>that comes along with it. So I imagine that, you know,

0:32:50.800 --> 0:32:56.480
<v Speaker 3>we'll go look for high assembly index structures in abundance

0:32:56.520 --> 0:32:58.160
<v Speaker 3>on other planets, right, So we'll take, you know, in

0:32:58.200 --> 0:33:01.400
<v Speaker 3>the Solar System, we might go to Titan or Enceladus

0:33:01.440 --> 0:33:04.040
<v Speaker 3>and you know, bring a mass spectrometer and try to

0:33:04.080 --> 0:33:07.480
<v Speaker 3>detect molecules with many parts, you know, that have these

0:33:07.560 --> 0:33:10.840
<v Speaker 3>kind of properties that I was talking about. And so

0:33:10.920 --> 0:33:13.760
<v Speaker 3>that's a doable experiment, Like we're almost pretty much ready

0:33:13.800 --> 0:33:16.400
<v Speaker 3>to fly those kind of experiments right now. But from

0:33:16.400 --> 0:33:18.960
<v Speaker 3>the philosophical side of it, it's interesting to me to

0:33:19.000 --> 0:33:21.360
<v Speaker 3>think about that what we're looking for when we're looking

0:33:21.440 --> 0:33:24.760
<v Speaker 3>for living things in the universe is we're looking basically

0:33:24.760 --> 0:33:27.360
<v Speaker 3>for causal structures that are very deep in time. So

0:33:27.480 --> 0:33:31.080
<v Speaker 3>all of this causation in history is necessary to maintain

0:33:31.080 --> 0:33:34.000
<v Speaker 3>the existence of these objects. And it's actually because we

0:33:34.040 --> 0:33:37.120
<v Speaker 3>talk about it as a measurable, observable feature of an object.

0:33:37.160 --> 0:33:39.320
<v Speaker 3>You can go in the lab and measure you know

0:33:39.400 --> 0:33:43.480
<v Speaker 3>how deep in this construction history a particular molecule is.

0:33:43.640 --> 0:33:47.400
<v Speaker 3>Now you've made evolutionary time quote unquote in some sense

0:33:47.440 --> 0:33:49.680
<v Speaker 3>of physical attribute of objects, and this kind of really

0:33:49.760 --> 0:33:52.480
<v Speaker 3>radically freeframes I think some of the ways that we

0:33:52.560 --> 0:33:55.360
<v Speaker 3>need to think about the physics of life. So, you know,

0:33:55.440 --> 0:33:58.560
<v Speaker 3>going back to gravitation, you know, one of the reasons

0:33:58.600 --> 0:34:01.480
<v Speaker 3>that new In and Galileo and the generation could come

0:34:01.520 --> 0:34:03.920
<v Speaker 3>up with theories of gravity is because they started being

0:34:03.960 --> 0:34:07.200
<v Speaker 3>able to measure time and seconds with high accuracy, and

0:34:07.240 --> 0:34:09.160
<v Speaker 3>they had a way of measuring mass, and those became

0:34:09.200 --> 0:34:12.319
<v Speaker 3>the variables that informed their theory. And so now we

0:34:12.360 --> 0:34:14.200
<v Speaker 3>have a way of going in the lab and measuring

0:34:14.920 --> 0:34:19.640
<v Speaker 3>you know, assembled structure that's you know, associated with the

0:34:19.680 --> 0:34:22.200
<v Speaker 3>history that goes into an object, the information that goes

0:34:22.200 --> 0:34:24.799
<v Speaker 3>into an object. So now we can talk about that

0:34:24.840 --> 0:34:25.880
<v Speaker 3>as a physical property.

0:34:26.400 --> 0:34:27.200
<v Speaker 2>That's terrific.

0:34:27.239 --> 0:34:30.759
<v Speaker 1>And so when you imagine, hey, we sent the mass

0:34:30.760 --> 0:34:35.040
<v Speaker 1>spectrometer to these moons and we found something that's above

0:34:35.080 --> 0:34:38.400
<v Speaker 1>this threshold of complexity, and we're going to call that life.

0:34:38.840 --> 0:34:39.560
<v Speaker 2>What's interesting?

0:34:39.600 --> 0:34:41.719
<v Speaker 1>Of course, you know, we all have grown up with

0:34:41.760 --> 0:34:47.719
<v Speaker 1>this history of literature that has very earth like creatures,

0:34:47.880 --> 0:34:49.800
<v Speaker 1>you know, maybe with point to your ears or something,

0:34:49.840 --> 0:34:51.439
<v Speaker 1>but otherwise they're about like us.

0:34:52.280 --> 0:34:53.839
<v Speaker 2>What do you think of.

0:34:53.800 --> 0:34:57.280
<v Speaker 1>When you think about the size of the possibility space

0:34:57.360 --> 0:35:00.400
<v Speaker 1>and what what we would even recognize as being something

0:35:00.480 --> 0:35:01.400
<v Speaker 1>interesting to us.

0:35:02.640 --> 0:35:04.600
<v Speaker 4>Yeah, I've always had a challenge.

0:35:04.800 --> 0:35:07.040
<v Speaker 3>So it's interesting being an astrobiologist because a lot of

0:35:07.040 --> 0:35:08.360
<v Speaker 3>people want to ask you the question.

0:35:08.160 --> 0:35:09.319
<v Speaker 4>Like what will aliens look like?

0:35:09.920 --> 0:35:13.040
<v Speaker 3>And I literally, you know, I think the space is

0:35:13.080 --> 0:35:16.640
<v Speaker 3>so huge. I think we cannot anticipate it. And so,

0:35:17.120 --> 0:35:20.000
<v Speaker 3>you know, I talked a little bit about the possibility space,

0:35:20.040 --> 0:35:21.680
<v Speaker 3>but you know, you can actually put numbers on it

0:35:21.680 --> 0:35:24.279
<v Speaker 3>for chemistry. We can't put it for all possible technologies,

0:35:24.280 --> 0:35:26.640
<v Speaker 3>which is one of the reasons that you know, the

0:35:26.680 --> 0:35:29.400
<v Speaker 3>search for techno signatures or signs of technology, which is

0:35:29.400 --> 0:35:33.719
<v Speaker 3>a very big area of astrobiology and increasing enthusiasm for

0:35:35.000 --> 0:35:37.920
<v Speaker 3>you know, like it's hard to imagine what other technologies

0:35:37.960 --> 0:35:40.280
<v Speaker 3>will emerge on other planets, right, we can't even anticipate

0:35:40.280 --> 0:35:42.440
<v Speaker 3>what technologies we're going to happen next year. But if

0:35:42.440 --> 0:35:44.640
<v Speaker 3>you think about chemistry, you can at least kind of iterate.

0:35:44.800 --> 0:35:46.760
<v Speaker 3>You can talk about, you know, how you stick bonds

0:35:46.800 --> 0:35:50.360
<v Speaker 3>together and how many molecules there are. And so my

0:35:50.400 --> 0:35:52.319
<v Speaker 3>favorite example, just to give you a sense of the

0:35:52.360 --> 0:35:54.280
<v Speaker 3>size of the space is to think about the molecule

0:35:54.360 --> 0:35:57.399
<v Speaker 3>taxi al I think it has I don't remember. It's

0:35:57.440 --> 0:35:59.279
<v Speaker 3>more like our formula, but it's not that big. It's

0:35:59.560 --> 0:36:02.239
<v Speaker 3>like something like forty or fifty carbon atoms and it's

0:36:02.239 --> 0:36:05.360
<v Speaker 3>got oxygen and hydrogen. It it's an anti cancer drug.

0:36:06.360 --> 0:36:10.319
<v Speaker 3>If you wanted to make every single molecule with that

0:36:10.840 --> 0:36:16.120
<v Speaker 3>molecular formula, it would fill one point five universes in volume.

0:36:16.120 --> 0:36:20.200
<v Speaker 3>That's one molecule or another sort of big numbers ten

0:36:20.239 --> 0:36:22.920
<v Speaker 3>to the sixty molecules that are like small molecula weight

0:36:23.040 --> 0:36:24.800
<v Speaker 3>like less than five hundred amy, which is about the

0:36:24.800 --> 0:36:27.840
<v Speaker 3>size of two amino acids. So like the universe cannot

0:36:27.880 --> 0:36:31.840
<v Speaker 3>make every possible molecule, keminformaticians that do drug design cannot

0:36:31.920 --> 0:36:34.239
<v Speaker 3>even predict the structure.

0:36:33.920 --> 0:36:35.040
<v Speaker 4>Of every possible molecule.

0:36:35.080 --> 0:36:37.399
<v Speaker 3>So this is like the frontier and pharmaceutical drug design

0:36:37.520 --> 0:36:39.200
<v Speaker 3>is we don't know how to explore the space because

0:36:39.239 --> 0:36:43.759
<v Speaker 3>it's just so big. It's unimaginably big. And so this

0:36:43.800 --> 0:36:46.520
<v Speaker 3>is the issue with alien life. Alien life, you know,

0:36:46.640 --> 0:36:50.280
<v Speaker 3>presumably will start in chemistry on planets, and the space

0:36:50.320 --> 0:36:53.760
<v Speaker 3>of possible chemistries is so large we can't even actually

0:36:53.880 --> 0:36:56.279
<v Speaker 3>computationally explore it on Earth.

0:36:57.239 --> 0:37:00.239
<v Speaker 1>So what you're doing is putting a metric to say, look,

0:37:00.600 --> 0:37:03.840
<v Speaker 1>there is life here on let's say and sell it us.

0:37:05.040 --> 0:37:08.560
<v Speaker 1>But it might be so different from what we've ever

0:37:08.640 --> 0:37:09.600
<v Speaker 1>even thought about.

0:37:09.760 --> 0:37:12.000
<v Speaker 2>There's no meaningful communication with it.

0:37:12.120 --> 0:37:14.600
<v Speaker 4>Yeah, and I think I think you know.

0:37:14.640 --> 0:37:17.719
<v Speaker 3>Step one is do we have a sense that we

0:37:17.880 --> 0:37:21.640
<v Speaker 3>understand enough about what life is to detect it independent

0:37:21.800 --> 0:37:24.719
<v Speaker 3>if we know what kind of substrate it's instantiated in.

0:37:25.680 --> 0:37:27.879
<v Speaker 3>And that was really always the question for me, because

0:37:27.920 --> 0:37:29.920
<v Speaker 3>we don't know what chemistries are possible, we don't know

0:37:29.920 --> 0:37:33.120
<v Speaker 3>what technologies are possible. And this is really the value

0:37:33.320 --> 0:37:37.080
<v Speaker 3>of the sort of abstraction that physicists do is because

0:37:37.120 --> 0:37:40.480
<v Speaker 3>you're looking at something that's such a deep, universal, abstract layer,

0:37:41.000 --> 0:37:43.680
<v Speaker 3>you can start talking about systems that you haven't anticipated

0:37:44.040 --> 0:37:45.960
<v Speaker 3>and still be able to measure them and look for them.

0:37:46.040 --> 0:37:46.200
<v Speaker 4>Right.

0:37:46.320 --> 0:37:49.280
<v Speaker 3>So it's that's why I think this kind of approach

0:37:49.320 --> 0:37:52.960
<v Speaker 3>is so important for these problems, whereas it might not

0:37:53.000 --> 0:37:55.399
<v Speaker 3>be important for a biologist studying life on Earth because

0:37:55.400 --> 0:37:58.680
<v Speaker 3>they don't need to anticipate, you know, this huge possibility

0:37:58.719 --> 0:38:00.480
<v Speaker 3>space for the chemistry of life because we have what

0:38:00.640 --> 0:38:01.520
<v Speaker 3>chemistry on life?

0:38:01.880 --> 0:38:03.080
<v Speaker 4>You know, life selected on Earth.

0:38:03.360 --> 0:38:04.560
<v Speaker 2>Yeah, no, I agree.

0:38:04.640 --> 0:38:06.879
<v Speaker 1>I think it's I think it's amazing to be able

0:38:06.880 --> 0:38:09.480
<v Speaker 1>to quantify this and say, hey, look there's something happening

0:38:09.480 --> 0:38:11.320
<v Speaker 1>here that wouldn't happen by accident.

0:38:25.120 --> 0:38:28.200
<v Speaker 2>Let me ask you this I'm curious about. There's this

0:38:28.280 --> 0:38:30.080
<v Speaker 2>notion of convergent evolution.

0:38:30.360 --> 0:38:34.680
<v Speaker 1>For example, you know, we and octopuses both seem to

0:38:34.680 --> 0:38:38.160
<v Speaker 1>have intelligence, but they have mollusc brains. We have ammalian brains,

0:38:38.200 --> 0:38:41.759
<v Speaker 1>totally different structures, and yet they've converged on this thing.

0:38:41.920 --> 0:38:44.759
<v Speaker 1>Or you know, insects fly and birds fly with totally

0:38:44.800 --> 0:38:48.640
<v Speaker 1>different wings, but evolution has converged on something. When you

0:38:49.200 --> 0:38:53.120
<v Speaker 1>just speculate about finding alien life someday, do you think

0:38:53.239 --> 0:38:57.359
<v Speaker 1>things like intelligence the way we think about it, or

0:38:57.520 --> 0:39:01.440
<v Speaker 1>even consciousness is something that we would you find or

0:39:01.480 --> 0:39:01.799
<v Speaker 1>look for.

0:39:01.920 --> 0:39:04.400
<v Speaker 2>What's your middle of the night speculations on that?

0:39:05.080 --> 0:39:09.080
<v Speaker 3>Uh, you know, with usual with tough topics, I change

0:39:09.120 --> 0:39:11.960
<v Speaker 3>my mind daily, But which is good and healthy? And

0:39:12.880 --> 0:39:14.680
<v Speaker 3>you know, as a scientist, I think we always have

0:39:14.760 --> 0:39:17.479
<v Speaker 3>to be like constantly fact checking ourselves and just making

0:39:17.520 --> 0:39:21.719
<v Speaker 3>sure that we're upfront about it. So, but my current thinking, uh,

0:39:22.280 --> 0:39:26.920
<v Speaker 3>I think life is the process of generating complex structure

0:39:26.920 --> 0:39:30.680
<v Speaker 3>over time. And you know, it's not always like a

0:39:30.760 --> 0:39:33.560
<v Speaker 3>linear trend, right obviously, Like even on Earth, there there's

0:39:33.760 --> 0:39:37.000
<v Speaker 3>periods where you know, like evolution doesn't seem to always

0:39:37.040 --> 0:39:38.960
<v Speaker 3>go in a direction of increasing complexity. But I think

0:39:38.960 --> 0:39:41.960
<v Speaker 3>if you think at a planetary scale of this process

0:39:42.160 --> 0:39:45.600
<v Speaker 3>of it, you know, basically, you know, sort of the

0:39:45.640 --> 0:39:47.920
<v Speaker 3>fundamental principle I have in mind about what life is

0:39:47.920 --> 0:39:50.000
<v Speaker 3>is life is the mechanism of how the universe creates

0:39:50.000 --> 0:39:50.760
<v Speaker 3>what gets to exist.

0:39:50.800 --> 0:39:52.239
<v Speaker 4>Because this possibility space is.

0:39:52.160 --> 0:39:55.560
<v Speaker 3>So large in finite time, finite resource, the universe cannot

0:39:55.600 --> 0:39:59.400
<v Speaker 3>create every possible object. And so what happens is you

0:39:59.440 --> 0:40:03.680
<v Speaker 3>get these orally contingent trajectories constructing more and more complex structures.

0:40:03.719 --> 0:40:04.319
<v Speaker 4>And as they have.

0:40:04.320 --> 0:40:06.919
<v Speaker 3>More and more information, they can make more and more

0:40:07.120 --> 0:40:10.680
<v Speaker 3>complex structure. And so I think that's actually the universal

0:40:10.719 --> 0:40:14.080
<v Speaker 3>feature of life, is this idea of information constructing possibilities

0:40:14.080 --> 0:40:17.840
<v Speaker 3>over time. And it emerges on planets because chemistry is

0:40:17.880 --> 0:40:20.360
<v Speaker 3>the first place that that's necessary even to explore the

0:40:20.400 --> 0:40:24.719
<v Speaker 3>structure of chemistry. So if you take that as fundamental

0:40:24.880 --> 0:40:28.560
<v Speaker 3>and you ask the questions about intelligence and consciousness. My

0:40:28.760 --> 0:40:31.719
<v Speaker 3>take on consciousness is consciousness is something related to the

0:40:31.760 --> 0:40:34.040
<v Speaker 3>depth and time of physical objects.

0:40:34.040 --> 0:40:34.960
<v Speaker 4>So things like us that.

0:40:34.920 --> 0:40:38.440
<v Speaker 3>Are four billion years old have a lot of historical

0:40:38.480 --> 0:40:40.799
<v Speaker 3>contingency and all of the structure wrapped up in the

0:40:40.800 --> 0:40:43.600
<v Speaker 3>present moment. So you know, basically we've been constructed on

0:40:43.640 --> 0:40:45.560
<v Speaker 3>our planet over four billion years, and all of that

0:40:45.719 --> 0:40:48.440
<v Speaker 3>history is compactified into a very small volume which we

0:40:48.480 --> 0:40:51.919
<v Speaker 3>call a human being, in a human brain. And so

0:40:52.120 --> 0:40:56.720
<v Speaker 3>I think probably consciousness is somehow fundamental to that structure. Obviously,

0:40:56.760 --> 0:40:58.120
<v Speaker 3>so we don't know yet and we don't know how

0:40:58.120 --> 0:41:00.080
<v Speaker 3>to test for that, but that would be sort of

0:41:00.120 --> 0:41:03.080
<v Speaker 3>my conjecture. And I do think intelligence is also fundamental

0:41:03.120 --> 0:41:06.440
<v Speaker 3>to this process, because intelligence is a mechanism of making

0:41:06.440 --> 0:41:11.040
<v Speaker 3>new possibilities physically realized. And so I give an example

0:41:11.040 --> 0:41:13.279
<v Speaker 3>in the book of Thinking about like rockets. Right, So,

0:41:13.400 --> 0:41:15.880
<v Speaker 3>rockets are fully consistent with the laws of physics. It's

0:41:15.880 --> 0:41:18.400
<v Speaker 3>one of the reasons that we can build them. But

0:41:18.480 --> 0:41:21.200
<v Speaker 3>we imagined them centuries before we learned the rules of

0:41:21.239 --> 0:41:24.279
<v Speaker 3>the universe that enabled us to actually build rockets, and

0:41:24.320 --> 0:41:27.040
<v Speaker 3>it took you know, inventing the laws of gravitation and

0:41:27.080 --> 0:41:29.840
<v Speaker 3>also all kinds of engineering principles before they could become

0:41:30.480 --> 0:41:35.360
<v Speaker 3>a physical actuality on our planet. So they're not forbidden

0:41:35.680 --> 0:41:38.759
<v Speaker 3>by our laws of physics or our universe, but they

0:41:38.800 --> 0:41:43.280
<v Speaker 3>require information over time in the form of evolutionary objects

0:41:43.320 --> 0:41:46.799
<v Speaker 3>constructing other evolutionary objects, things like us intelligent things in

0:41:46.920 --> 0:41:49.439
<v Speaker 3>order to exist at all. And so I think that's

0:41:49.440 --> 0:41:51.719
<v Speaker 3>the key feature of what life is. And so intelligence

0:41:51.760 --> 0:41:55.640
<v Speaker 3>and consciousness seemed deeply imashed in that structure and probably

0:41:55.640 --> 0:41:57.839
<v Speaker 3>pretty fundamental to it.

0:41:57.600 --> 0:42:02.399
<v Speaker 1>So you think if we find advanced civilizations on other

0:42:03.719 --> 0:42:08.480
<v Speaker 1>planets or moons, conversion intelligence might have popped up there, right.

0:42:08.640 --> 0:42:10.480
<v Speaker 3>And I go back and forth about, like, you know,

0:42:10.560 --> 0:42:13.759
<v Speaker 3>specific features of intelligence, like the notions of computation we

0:42:13.800 --> 0:42:16.600
<v Speaker 3>have on this planet being universal or not. Right, So

0:42:16.640 --> 0:42:18.440
<v Speaker 3>there's a you know, it's very in vogue right now

0:42:18.440 --> 0:42:21.480
<v Speaker 3>to think of computation as a fundamental universal principle in

0:42:21.520 --> 0:42:24.920
<v Speaker 3>our universe. And you know, sometimes I think mathematics and

0:42:24.960 --> 0:42:27.800
<v Speaker 3>computation are unique to our planet, just like cell phones

0:42:27.840 --> 0:42:32.080
<v Speaker 3>and TikTok and but then sometimes I don't know. So

0:42:32.680 --> 0:42:35.319
<v Speaker 3>I think intelligence, yes, I think which features we call

0:42:35.400 --> 0:42:37.879
<v Speaker 3>intelligence and associated with it, I'm not I'm not sure

0:42:37.920 --> 0:42:38.359
<v Speaker 3>which ones.

0:42:39.120 --> 0:42:41.480
<v Speaker 1>I'll tell you my favorite example that I've been obsessed

0:42:41.480 --> 0:42:45.120
<v Speaker 1>with lately, which is the first video I saw from Sora,

0:42:45.320 --> 0:42:48.800
<v Speaker 1>which is this text to video generator, is this shot

0:42:48.960 --> 0:42:51.960
<v Speaker 1>of you know, it's sort of a drone shot of

0:42:52.000 --> 0:42:56.240
<v Speaker 1>these waves breaking against this cliff, and it's all AI

0:42:56.320 --> 0:43:00.160
<v Speaker 1>generated from just a simple text. The thing is, when

0:43:00.200 --> 0:43:03.160
<v Speaker 1>you watch the waves, they look perfect as far as

0:43:03.160 --> 0:43:05.440
<v Speaker 1>I can tell. The waves are breaking over the rocks,

0:43:05.480 --> 0:43:07.120
<v Speaker 1>and they're doing the right thing and so on.

0:43:07.280 --> 0:43:09.480
<v Speaker 2>But there's no physics engine in Sora.

0:43:10.000 --> 0:43:13.000
<v Speaker 1>It's just saying, Okay, given this frame, what do I

0:43:13.040 --> 0:43:15.080
<v Speaker 1>expect the next frame would look like? But it doesn't

0:43:15.120 --> 0:43:18.200
<v Speaker 1>know f eqals ma or eagles when I have at squared,

0:43:18.440 --> 0:43:19.719
<v Speaker 1>it doesn't It doesn't know any of that.

0:43:20.320 --> 0:43:22.160
<v Speaker 2>And so the thing I've been obsessed with lately is

0:43:22.200 --> 0:43:23.320
<v Speaker 2>wondering what if.

0:43:23.120 --> 0:43:29.279
<v Speaker 1>We had discovered Sora before we had discovered equations and

0:43:29.360 --> 0:43:30.920
<v Speaker 1>f eqals ma and so on, would we have a

0:43:31.000 --> 0:43:32.320
<v Speaker 1>very different sort of society?

0:43:32.600 --> 0:43:34.480
<v Speaker 3>I think, you know what humans do that still is

0:43:34.560 --> 0:43:37.759
<v Speaker 3>unique to humans, and we haven't really found an AI yet.

0:43:37.880 --> 0:43:41.759
<v Speaker 3>Is this capability of broad explanatory paradigms. Right, So that

0:43:42.080 --> 0:43:45.160
<v Speaker 3>example of Sora might be able to do, you know,

0:43:45.200 --> 0:43:47.399
<v Speaker 3>waves on the beach, and it might separately be able

0:43:47.440 --> 0:43:49.680
<v Speaker 3>to you know, build a pendulum, like give you a

0:43:49.680 --> 0:43:52.239
<v Speaker 3>good animation of a pendulum clock, but it won't be

0:43:52.239 --> 0:43:54.680
<v Speaker 3>able to connect an underlying principle that some you know,

0:43:54.840 --> 0:43:57.480
<v Speaker 3>image of a planet on you know, it's never encountered.

0:43:57.480 --> 0:44:00.480
<v Speaker 3>It would actually be able to predict the accurate physics, right. So,

0:44:01.840 --> 0:44:05.120
<v Speaker 3>and humans could do that in part because we're capable

0:44:05.120 --> 0:44:08.000
<v Speaker 3>of building theories and broad explanations that are very abstract

0:44:08.400 --> 0:44:12.000
<v Speaker 3>and not immediately predictive of the the So I think

0:44:12.000 --> 0:44:14.400
<v Speaker 3>there's a there's a fallacy that science is just about

0:44:14.440 --> 0:44:15.520
<v Speaker 3>also just about prediction.

0:44:15.600 --> 0:44:17.040
<v Speaker 4>It's actually more about explanation.

0:44:17.640 --> 0:44:19.760
<v Speaker 3>And if you look at theories of physics, they always

0:44:19.800 --> 0:44:22.040
<v Speaker 3>do this because they completely reframe the way that we

0:44:22.080 --> 0:44:23.120
<v Speaker 3>think about reality.

0:44:23.160 --> 0:44:25.080
<v Speaker 4>Because you know, when we.

0:44:25.120 --> 0:44:29.400
<v Speaker 3>Understand what's actually the underlying structure, the underlying conceptual foundation

0:44:29.880 --> 0:44:34.120
<v Speaker 3>that turns into a mathematical framework like gravitation, we suddenly

0:44:34.800 --> 0:44:37.120
<v Speaker 3>realize we're living in a universe that you know, like

0:44:37.239 --> 0:44:40.920
<v Speaker 3>the celestial motions are not totally distinct than you know,

0:44:41.040 --> 0:44:43.840
<v Speaker 3>terrestrial motion. These are actually governed by the same principles,

0:44:43.880 --> 0:44:45.840
<v Speaker 3>and the universe gets bigger in some sense when we

0:44:45.880 --> 0:44:48.160
<v Speaker 3>make those kind of leaps, and the same thing with

0:44:48.239 --> 0:44:51.560
<v Speaker 3>quantum foundations or general alativity. All all theories of physics

0:44:51.640 --> 0:44:54.439
<v Speaker 3>have had this kind of thing, and I don't see

0:44:54.440 --> 0:44:57.200
<v Speaker 3>that in AI yet. I think what it does is exciting,

0:44:57.239 --> 0:44:58.280
<v Speaker 3>but I don't see that feature.

0:44:58.760 --> 0:45:00.840
<v Speaker 1>I actually wrote a paper last year I suggested that

0:45:02.080 --> 0:45:05.600
<v Speaker 1>a meaningful measure for intelligence in AI is not the

0:45:05.680 --> 0:45:08.200
<v Speaker 1>Turing test any longer, It's not the loveless test things,

0:45:08.640 --> 0:45:12.800
<v Speaker 1>but instead, can it do scientific discovery of the type

0:45:12.840 --> 0:45:14.879
<v Speaker 1>that humans do all the time, big and small, where

0:45:14.880 --> 0:45:15.799
<v Speaker 1>we say.

0:45:15.680 --> 0:45:18.080
<v Speaker 2>Hey, what if the world were this other way?

0:45:18.080 --> 0:45:20.120
<v Speaker 1>What if we had a totally different frame on this thing,

0:45:20.480 --> 0:45:23.160
<v Speaker 1>and then simulate that out and see if that cashes

0:45:23.160 --> 0:45:23.960
<v Speaker 1>out into anything.

0:45:24.280 --> 0:45:25.440
<v Speaker 2>And most of the time it does not.

0:45:25.800 --> 0:45:28.080
<v Speaker 1>But occasionally we say, you know, where if we had

0:45:28.080 --> 0:45:30.480
<v Speaker 1>this other weird frame on it and we get something

0:45:30.560 --> 0:45:32.960
<v Speaker 1>out of it that makes the universe bigger.

0:45:32.960 --> 0:45:35.480
<v Speaker 3>As you just said, yeah, I totally agree with that,

0:45:35.520 --> 0:45:38.239
<v Speaker 3>but I actually have a little bit of concern in

0:45:38.280 --> 0:45:40.840
<v Speaker 3>that space also, and not for what your argument is.

0:45:40.880 --> 0:45:44.400
<v Speaker 3>It's fantastic. I think that's a good benchmark, but also

0:45:44.440 --> 0:45:46.680
<v Speaker 3>that because people are talking about that kind of thing,

0:45:46.920 --> 0:45:49.640
<v Speaker 3>they're actually thinking that they can use AI to replace

0:45:49.800 --> 0:45:52.799
<v Speaker 3>taking new scientific measurements, and they want to, you know,

0:45:52.880 --> 0:45:55.000
<v Speaker 3>use the data. We have to generate new data so

0:45:55.000 --> 0:45:57.400
<v Speaker 3>we have bigger data to train models on. And all

0:45:57.480 --> 0:46:00.400
<v Speaker 3>I see happening in that future is becoming increasingly coupled

0:46:00.440 --> 0:46:03.520
<v Speaker 3>from reality because most of the ways that we've made

0:46:03.560 --> 0:46:07.520
<v Speaker 3>progress in science are not just the explanation, but new

0:46:07.520 --> 0:46:10.840
<v Speaker 3>ways of measurement and taking seriously like what's happening in

0:46:10.880 --> 0:46:13.759
<v Speaker 3>the lab and folding it in and so it's kind

0:46:13.760 --> 0:46:15.560
<v Speaker 3>of you know, I think, I think the future of

0:46:15.600 --> 0:46:18.319
<v Speaker 3>science and AJAAI is super interesting and how it's going

0:46:18.400 --> 0:46:21.200
<v Speaker 3>to transform things. But I think the critical role of

0:46:21.239 --> 0:46:24.040
<v Speaker 3>metrology and like the science of measurement is you know,

0:46:24.120 --> 0:46:25.799
<v Speaker 3>like really undervalued right now.

0:46:27.239 --> 0:46:29.960
<v Speaker 1>By the way, That's interesting because I have always felt

0:46:29.960 --> 0:46:32.239
<v Speaker 1>and I imagined you would too, that the important part

0:46:32.280 --> 0:46:36.000
<v Speaker 1>to moves forward is new theoretical frameworks, not just more

0:46:36.120 --> 0:46:39.200
<v Speaker 1>data not doing better and more measurements in the lab.

0:46:39.320 --> 0:46:40.920
<v Speaker 2>But we're actually.

0:46:40.680 --> 0:46:43.200
<v Speaker 1>Saying, hey, here's a complete new way to think about

0:46:43.239 --> 0:46:46.640
<v Speaker 1>it that allows us to see it finally. Yeah.

0:46:46.800 --> 0:46:49.040
<v Speaker 3>So one of my favorite examples of that is like

0:46:49.080 --> 0:46:51.520
<v Speaker 3>Einstein working on the special theory or relativity. Right, like

0:46:51.560 --> 0:46:53.919
<v Speaker 3>the data had been along around for a long time

0:46:53.960 --> 0:46:55.680
<v Speaker 3>that the speed of light was constant, nobody want to

0:46:55.719 --> 0:46:58.560
<v Speaker 3>take it seriously. I mean, I think one of Einstein's

0:46:58.600 --> 0:47:01.279
<v Speaker 3>you know, greatest strengths was heat the measurement seriously and

0:47:01.320 --> 0:47:03.880
<v Speaker 3>he's like, what are the consequences of this measurement if

0:47:03.880 --> 0:47:07.080
<v Speaker 3>it's true? And you know, parts of his theory even mathematically,

0:47:07.080 --> 0:47:09.240
<v Speaker 3>had been worked out before we already knew, like Lorenz

0:47:09.280 --> 0:47:11.560
<v Speaker 3>had already come up with the Lorenz transformations, which are

0:47:11.600 --> 0:47:14.320
<v Speaker 3>like the key mathematical structure of the special theory relativity.

0:47:14.600 --> 0:47:17.839
<v Speaker 3>So like both parts already existed, and what Einstein did

0:47:18.040 --> 0:47:21.279
<v Speaker 3>was like, take seriously, you know, the spee light at

0:47:21.280 --> 0:47:24.160
<v Speaker 3>constant and real and use that as an explanation for

0:47:24.200 --> 0:47:29.440
<v Speaker 3>why the Lorentz transformations were necessary explanation for space and time. So,

0:47:29.920 --> 0:47:31.959
<v Speaker 3>you know, I think that's an excellent example what you're.

0:47:31.880 --> 0:47:33.399
<v Speaker 2>Saying, Yeah, that's right.

0:47:34.239 --> 0:47:37.640
<v Speaker 1>Or with the photoelectric effect, which is yeah, that's who

0:47:37.640 --> 0:47:40.319
<v Speaker 1>won a Nobel Prize was was thinking about, hey, what

0:47:40.360 --> 0:47:42.440
<v Speaker 1>if there's just a different. You know what if we

0:47:42.480 --> 0:47:45.279
<v Speaker 1>think about this like packets of light. Everybody was looking

0:47:45.280 --> 0:47:46.840
<v Speaker 1>at the photo electric effect and I'm sure you know,

0:47:46.880 --> 0:47:50.440
<v Speaker 1>all the all the great physicists of that time tried

0:47:50.480 --> 0:47:53.640
<v Speaker 1>to answer and came up with some you know, hypothitis,

0:47:53.680 --> 0:47:57.320
<v Speaker 1>but but none of them were right. But yeah, that's

0:47:57.440 --> 0:48:01.080
<v Speaker 1>the key, is that it requires thinking about things in

0:48:01.120 --> 0:48:03.480
<v Speaker 1>a new way, a new framework, and that's what I

0:48:03.520 --> 0:48:08.560
<v Speaker 1>assert AI is not doing currently. It has no capacity

0:48:08.600 --> 0:48:10.560
<v Speaker 1>to do that except perhaps by accident. It might, you know,

0:48:10.640 --> 0:48:12.640
<v Speaker 1>smush some words together and come up with something, But

0:48:12.760 --> 0:48:14.520
<v Speaker 1>that's very different than coming up with a new framework

0:48:14.719 --> 0:48:17.600
<v Speaker 1>and simulating that and saying, oh, yeah, actually that would

0:48:17.600 --> 0:48:18.319
<v Speaker 1>answer the thing.

0:48:18.560 --> 0:48:22.840
<v Speaker 3>And I think intuition really plays a key role in

0:48:22.880 --> 0:48:26.160
<v Speaker 3>the way that we do science in a way that's

0:48:26.239 --> 0:48:28.919
<v Speaker 3>not captured by predictive algorithms.

0:48:33.640 --> 0:48:37.359
<v Speaker 1>That was my interview with Sarah Walker, theoretical physicist at

0:48:37.400 --> 0:48:41.560
<v Speaker 1>Arizona State University. Personally, I love what she's doing because

0:48:41.640 --> 0:48:45.240
<v Speaker 1>while we don't yet know the answer to how life

0:48:45.320 --> 0:48:50.040
<v Speaker 1>emerges from non lifey stuff around us, she's working to

0:48:50.080 --> 0:48:53.240
<v Speaker 1>build something that we can measure the way you'd measure

0:48:53.800 --> 0:48:57.040
<v Speaker 1>height or weight or length, so we can say, hey,

0:48:57.080 --> 0:49:00.160
<v Speaker 1>if it registers on the scale, that doesn't seem like

0:49:00.200 --> 0:49:03.960
<v Speaker 1>an accident. So that's where we're going to assume that

0:49:04.000 --> 0:49:07.319
<v Speaker 1>there was something more required to put that together than

0:49:07.400 --> 0:49:12.520
<v Speaker 1>simply accident and circumstance. So the race is still on

0:49:12.640 --> 0:49:15.680
<v Speaker 1>to find out how life comes about and all the

0:49:15.719 --> 0:49:16.520
<v Speaker 1>ways that it might go.

0:49:16.840 --> 0:49:18.799
<v Speaker 2>But at least we might have some way of.

0:49:19.200 --> 0:49:23.440
<v Speaker 1>Sniffing out something that would otherwise pass right below our

0:49:23.480 --> 0:49:28.040
<v Speaker 1>noses because it doesn't match our expectation for what life is.

0:49:28.800 --> 0:49:32.319
<v Speaker 1>There are a vast number of possibilities, and we don't

0:49:32.320 --> 0:49:35.680
<v Speaker 1>want to miss life by looking only for the green

0:49:35.800 --> 0:49:39.560
<v Speaker 1>person in the tight jumpsuit with DNA and pointy ears,

0:49:39.880 --> 0:49:44.640
<v Speaker 1>when we might be surrounded by things that encapsulate information

0:49:45.160 --> 0:49:49.239
<v Speaker 1>from big stretches of time before them and qualify in

0:49:49.360 --> 0:49:53.960
<v Speaker 1>some way as life. And maybe someday we'll discover that

0:49:54.000 --> 0:49:57.200
<v Speaker 1>there are all kinds of life that would otherwise be

0:49:57.360 --> 0:50:00.799
<v Speaker 1>invisible to us, but we are surround founded by it,

0:50:01.440 --> 0:50:09.120
<v Speaker 1>but without the right framework, we simply hadn't noticed. Go

0:50:09.200 --> 0:50:12.279
<v Speaker 1>to Eagleman dot com slash podcasts for more information and

0:50:12.280 --> 0:50:15.600
<v Speaker 1>to find further reading. Send me an email at podcast

0:50:15.680 --> 0:50:19.080
<v Speaker 1>at eagleman dot com with questions or discussion, and check

0:50:19.120 --> 0:50:22.520
<v Speaker 1>out and subscribe to Inner Cosmos on YouTube for videos

0:50:22.520 --> 0:50:25.279
<v Speaker 1>of each episode and to leave comments.

0:50:25.120 --> 0:50:25.879
<v Speaker 2>Until next time.

0:50:26.040 --> 0:50:30.520
<v Speaker 1>I'm David Eagleman and this is Inner Cosmos.