Latest / Daniel and Kelly’s Extraordinary Universe / Is the Universe Random?
Transcript
- 0:07Speaker 1: There's a core idea in science that experiments should be repeatable.
- 0:12Speaker 1: If you do an experiment the same way at different times,
- 0:14Speaker 1: you should get the same result. However, there is a loophole.
- 0:19Speaker 1: There's a loophole in science. Yeah, and that loophole opens
- 0:24Speaker 1: a window into everything we think is true about reality
- 0:28Speaker 1: and the universe and everything. Doo doo doo doo doo
- 0:32Speaker 1: doo doo doo doo doo doo. Welcome to Daniel and
- 0:50Speaker 1: Jorge explain the Universe, in which we try to take
- 0:52Speaker 1: the entire universe and break it into bite sized pieces
- 0:56Speaker 1: so you're gonna enjoy them with your afternoon coffee. I'm alright.
- 0:58Speaker 1: I'm a cartoonist. I draw comics online, and I'm Daniel.
- 1:02Speaker 1: I'm a particle physicist. I spend my days smashing protons
- 1:05Speaker 1: together at the Large Hadron Collider to try to reveal
- 1:08Speaker 1: the secrets of the universe, mostly so that I can
- 1:11Speaker 1: tell them to you in this podcast. Basically only one
- 1:14Speaker 1: of us is qualified to be explaining things to you
- 1:17Speaker 1: on this podcast. That would be the cartoonist business. They're
- 1:21Speaker 1: not qualified usually to be explainers. Mostly we just try
- 1:23Speaker 1: to solve the mysteries of the universe. We don't try
- 1:25Speaker 1: to tell anybody about them, right, Mostly physicists just need explaining,
- 1:30Speaker 1: that's right, that's where the cartoons come in, right, And
- 1:33Speaker 1: spouses also, spouses physicist probably have to do a lot
- 1:37Speaker 1: of explaining. You've got some explaining to do, exactly. Yeah. Um,
- 1:41Speaker 1: So we're here to talk to you about big questions
- 1:43Speaker 1: about the universe. And today's question is a really deep
- 1:46Speaker 1: and basic question, and it's about the very nature of reality.
- 1:50Speaker 1: What is it? Hory? What are we gonna talk about today?
- 1:54Speaker 1: Is the universe random or is it just chaotic? And
- 1:59Speaker 1: what the difference? Or is it run by some super being?
- 2:03Speaker 1: And we're actually just in their simulation. But that's a
- 2:06Speaker 1: whole other episode. That's a whole other podcast. Right today,
- 2:09Speaker 1: just the two sinister options, random or chaotic, you might
- 2:12Speaker 1: feel like, oh, neither of those sound very cozy. I
- 2:14Speaker 1: don't want to live in either of those universes. Well,
- 2:17Speaker 1: the question basically breaks down to is the universe predictable?
- 2:21Speaker 1: Like can you predict what the universe is going to do?
- 2:23Speaker 1: Or is it that nobody can predict what the universe
- 2:27Speaker 1: is going to do? Right? And I think that's why
- 2:28Speaker 1: It's an awesome question for science because for so many
- 2:32Speaker 1: thousands and thousands of years, I think humans probably felt
- 2:36Speaker 1: like the universe around them was totally unpredictable. I mean,
- 2:39Speaker 1: they invented gods for this and for that to try
- 2:41Speaker 1: to describe how the universe was out of their control
- 2:44Speaker 1: and doing things that didn't make sense, as if it
- 2:46Speaker 1: had some you will and agency. Right, and then science
- 2:49Speaker 1: comes along it says, actually, there are rules and you
- 2:52Speaker 1: can discover them. And slowly science starts to creep in
- 2:56Speaker 1: this description of the universe that locks out this agency,
- 2:59Speaker 1: this idea of this personality, and gives you the sense
- 3:02Speaker 1: that maybe the universe follows these rules. Right. So we
- 3:05Speaker 1: went out and as usually, ask people on the street,
- 3:08Speaker 1: do you think the universe is random or chaotic? And
- 3:13Speaker 1: here's what they had to say, that's gonna okay, that's
- 3:16Speaker 1: a that's a thinker right there. I would say truly random.
- 3:21Speaker 1: With randomness comes chaos. You never know what I what
- 3:24Speaker 1: will happen, but there's there's always a probability and a
- 3:28Speaker 1: chance of things, of certain things happening. I'd like to
- 3:31Speaker 1: say random. I'm religious, so I feel like everything happens
- 3:35Speaker 1: for a reason. And yes it is random, but there's
- 3:38Speaker 1: a purpose behind everything. I think it's a mixture of both,
- 3:42Speaker 1: like like it's random, but it can appear chaotic because
- 3:46Speaker 1: of how everything is truly chaotic, because like on a
- 3:51Speaker 1: smaller level, everything is like moving really fast, but at
- 3:55Speaker 1: like a bigger level, we we don't see any of that. Wow,
- 4:00Speaker 1: So what do you think of those answers for I
- 4:02Speaker 1: think they were all over the place. They were actually,
- 4:05Speaker 1: um kind of random. They were random and chaotic. I
- 4:08Speaker 1: feel like I feel like people had no idea what
- 4:11Speaker 1: I was asking them. You know, I feel like people
- 4:14Speaker 1: just I feel like they had no idea what they
- 4:15Speaker 1: were answering. You know, some of those people I remember
- 4:19Speaker 1: recording these interviews, and some of those people, as the
- 4:21Speaker 1: words were coming out of their mouth, I felt like
- 4:23Speaker 1: they surprised them as much as they did me. Like
- 4:25Speaker 1: it was all over the place. Yeah, well, I feel
- 4:28Speaker 1: like some people it's interesting. Some people related to the
- 4:30Speaker 1: question that question to the other question, which is like
- 4:33Speaker 1: does the universe have a purpose, Like do things happen
- 4:36Speaker 1: for a reason or do they is it just like
- 4:39Speaker 1: a random role to die and nobody is really in charge?
- 4:42Speaker 1: Like that's the question, right, like, is somebody in charge
- 4:44Speaker 1: of the universe or is it impossible for anyone to
- 4:48Speaker 1: kind of predict what it's going to do. Yeah, I
- 4:49Speaker 1: think you're right. That does get at the heart of
- 4:51Speaker 1: the question. You know, what's going to happen in the
- 4:53Speaker 1: universe and can we tell and can we influence it? Right?
- 4:57Speaker 1: Is the universe sort of churning on without our ability
- 4:59Speaker 1: to change direction at all in some sort of way
- 5:02Speaker 1: that's been determined since the dawn of time? Or can
- 5:05Speaker 1: we nudge it and push it in one way or
- 5:06Speaker 1: the other? You know, make the calves a win? Or
- 5:08Speaker 1: can you if you jump up and down in front
- 5:10Speaker 1: of your television enough where the Warriors win another NBA championship?
- 5:13Speaker 1: You know, can you influence the world? I think that's
- 5:15Speaker 1: a that's an interesting and deep question. Yeah, that's probably
- 5:18Speaker 1: the one people were actually having in their mind. Yeah,
- 5:21Speaker 1: so maybe let's go back in history, and I like
- 5:23Speaker 1: how you think about this question a lot, Daniel, which
- 5:27Speaker 1: is that you sort of start with early man like
- 5:29Speaker 1: the cavemen and women and women early humans. Um, we're
- 5:33Speaker 1: really just kind of at the mercy of all the
- 5:35Speaker 1: elements and all the animals out there, and the weather
- 5:38Speaker 1: and so they to them, the universe was this crazy,
- 5:41Speaker 1: random and chaotic place, right, Yeah, And it actually touches
- 5:44Speaker 1: on sort of my personal theory of consciousness, which is
- 5:47Speaker 1: that we developed this awareness because we are looking out
- 5:51Speaker 1: into the world for other people or other ideas, are
- 5:54Speaker 1: their intelligences, and we have this hyperactive ability to see agency,
- 5:58Speaker 1: to see intention in something that we don't understand, and
- 6:01Speaker 1: we imagine that there must be a mind behind it.
- 6:04Speaker 1: And so I think for a long time people's view
- 6:05Speaker 1: the world was that it was controlled by other greater minds.
- 6:09Speaker 1: You know, what controls the lightning? Why do some people
- 6:12Speaker 1: die of disease? All this stuff? And then as there
- 6:14Speaker 1: must be like a consciousness that is shooting out these
- 6:18Speaker 1: lightning bolts or making it rain, or you know, making
- 6:22Speaker 1: the sun come out, or killing my baby of some
- 6:24Speaker 1: horrible disease, right, like, there must be. It's hard to
- 6:27Speaker 1: live in this world if you don't have the sense
- 6:29Speaker 1: that there's somebody else in charge. Right There's a lot
- 6:32Speaker 1: of suffering and a lot of pain, and a lot
- 6:34Speaker 1: of unexplained events, and it's nice to think somebody else
- 6:38Speaker 1: out there is taking care of it, or somebody's in
- 6:40Speaker 1: charge of it. But there's a reason, right yeah, that
- 6:42Speaker 1: there's a reason, that there's some design, it's not just random. Um.
- 6:46Speaker 1: But then as history progresses that we were saying earlier,
- 6:49Speaker 1: you know, sigence comes along and says, well, there are
- 6:51Speaker 1: seemed to be some rules, not just like that anything
- 6:54Speaker 1: can happen. You can't have an ostrich here and then
- 6:57Speaker 1: all of a sudden the ostrich is gone. There are
- 6:58Speaker 1: some rules that limit what can happen. If you know
- 7:01Speaker 1: what's happening now, there's a certain set of possibilities for
- 7:04Speaker 1: what can happen in one second, in two seconds. And
- 7:06Speaker 1: you know that's physics, right Well, it's it's started with
- 7:09Speaker 1: like noticing patterns, right Like lightning doesn't just come out
- 7:12Speaker 1: of nowhere, it comes out when there's these dark clouds
- 7:16Speaker 1: in the sky, right yeah, absolutely absolutely, And people started
- 7:19Speaker 1: noticing patterns and started putting those together and then asking themselves,
- 7:23Speaker 1: can I use what I've learned in the past to
- 7:26Speaker 1: predict the future? Right Like, if I have the same
- 7:29Speaker 1: set of events that happened yesterday, am I gonna be
- 7:32Speaker 1: able to tell what's going to happen next week? If
- 7:33Speaker 1: the same thing happens, If I roll a ball down
- 7:36Speaker 1: the hill yesterday and it goes up to a certain speed,
- 7:38Speaker 1: Will the same thing happened tomorrow? Right? Right? Or if
- 7:41Speaker 1: I throw a ball in the air and I know
- 7:43Speaker 1: which direction it's going and how fast it is going,
- 7:46Speaker 1: can I predict where it's gonna land exactly? If I
- 7:48Speaker 1: build a catapult, can I basically aim it right exactly?
- 7:51Speaker 1: And that's how military technology drove science even hundreds of
- 7:55Speaker 1: years ago. Right, Where do I shoot my cannon exactly
- 7:58Speaker 1: to get over that wall? Well, that's kind of where
- 8:01Speaker 1: um Newton came in, right, Isaac Newton, And that's why
- 8:03Speaker 1: they say he kind of gave birth to science, right,
- 8:07Speaker 1: or at least the scientific Revolution. No, I think it
- 8:09Speaker 1: was earlier than that. Newton came along well after folks
- 8:12Speaker 1: like Galileo and and Francis Bacon and those guys. They
- 8:17Speaker 1: really were the first ones to do experiments and to say,
- 8:20Speaker 1: let's see what the rules the universe is following, and
- 8:22Speaker 1: let's see if we can try to deduce them and
- 8:24Speaker 1: use those to predict the outcome of future experiments. They're
- 8:27Speaker 1: really were the first ones to connect the idea of
- 8:29Speaker 1: a scientific universe to the actual experiments they do to
- 8:32Speaker 1: influence those ideas and to predict future results. And I
- 8:36Speaker 1: think that's the key is that here we've developed a
- 8:38Speaker 1: system science which cannot only explain what we've seen before,
- 8:42Speaker 1: but can predict the future. And you are about to
- 8:45Speaker 1: fire a cannonball at your enemy, you want to know
- 8:47Speaker 1: where is that ball going to fly? And it's incredible
- 8:50Speaker 1: that physics can do that. It can literally predict the
- 8:53Speaker 1: future if you know enough about the situation right right,
- 8:56Speaker 1: It's kind of like Google Maps. Now I can totally
- 8:58Speaker 1: tell if you're going to be late to the meeting
- 9:00Speaker 1: or not, or to a podcast recording they're gonna They're like, like,
- 9:04Speaker 1: how long will they need to get home? They're like,
- 9:06Speaker 1: they're gonna be late. It's not always a hard problem though. Joe.
- 9:09Speaker 1: For example, it says if person equals Jorge, then late
- 9:12Speaker 1: equals true every time, every time. A lot of data,
- 9:19Speaker 1: and some of these things are simple, but some of
- 9:24Speaker 1: these things are complicated, and it's incredible to witness as
- 9:27Speaker 1: physics sort of builds confidence and science develops our ability
- 9:31Speaker 1: to predict you know, chemical reactions and biological functioning, all
- 9:35Speaker 1: sorts of things, and then it gives this creeping sense
- 9:38Speaker 1: of is there anything that can escape science, Right, Can
- 9:41Speaker 1: science predict everything? Like, if you knew enough about the world,
- 9:45Speaker 1: could you break it all down to cannonballs to predict
- 9:48Speaker 1: where all those cannonballs are going to fly and then
- 9:50Speaker 1: tell exactly what's going to happen. Yeah, And it's it's
- 9:52Speaker 1: like kind of like if you know that force equals
- 9:54Speaker 1: mass science acceleration, like Needton figured out, um, then you
- 10:00Speaker 1: can predict things like cannonballs and catapults and and and
- 10:03Speaker 1: you could possibly predict like how a room full of
- 10:06Speaker 1: particles move, right, Yeah, possibly you can extend that to
- 10:10Speaker 1: can you predict how, um the whole world works? Yeah,
- 10:15Speaker 1: what it's going to do and what people are going
- 10:16Speaker 1: to do? Extrapolate to the whole universe, right, I mean,
- 10:19Speaker 1: and that's the principle of determinism. It says, Look, if
- 10:22Speaker 1: things follow rules, and the future is dependent only two things,
- 10:26Speaker 1: one the rules and two the things that are happening
- 10:29Speaker 1: now the current state. Right, given that if you know
- 10:32Speaker 1: exactly where things are, imagine the whole universe is just
- 10:35Speaker 1: a bunch of tiny cannonballs, and you know the rules
- 10:37Speaker 1: of those cannonballs, and you know the position and direction
- 10:39Speaker 1: of motion of all those cannonballs. Then in principle, given
- 10:43Speaker 1: a super powerful universe sized computer, you should be able
- 10:46Speaker 1: to predict the future one to five ten seconds into
- 10:49Speaker 1: the future, a thousand seconds into the future, like every
- 10:52Speaker 1: single molecule, atoms of atomic particle. You should be able
- 10:55Speaker 1: if it follows rules, you should be able to kind
- 10:58Speaker 1: of track where it's going to go if you tell
- 11:00Speaker 1: you based on where things are now, what's going to happen? Exactly.
- 11:04Speaker 1: It's kind of like this idea of a clock, right,
- 11:06Speaker 1: is the universe giant clock just kind of clicking along
- 11:10Speaker 1: or is there some kind of magic inside of it
- 11:13Speaker 1: that makes it unpredictable? Right exactly? And the idea of
- 11:17Speaker 1: the universe just being a huge clock, is both exciting
- 11:20Speaker 1: and terrifying. Right. It's exciting because like, wow, can you
- 11:23Speaker 1: imagine we could understand the universe that well, that we
- 11:25Speaker 1: could predict the future, think about what we could do, right,
- 11:28Speaker 1: But it's terrifying because it's sort of like you're trapped
- 11:31Speaker 1: in this science cage where you have no influence over
- 11:34Speaker 1: the world and everything you do and know and say,
- 11:36Speaker 1: and that joke you're going to make in that fart
- 11:38Speaker 1: you're gonna let slip are all predictable? Right, all those
- 11:41Speaker 1: things are predictable. That's scary. It makes you feel like
- 11:44Speaker 1: you are part of that watch and you're just clicking
- 11:46Speaker 1: along because of the the you're reacting to things around
- 11:49Speaker 1: you and your initial conditions, and so that's terrifying. And
- 11:52Speaker 1: I think we have kind of in anate sense of
- 11:55Speaker 1: like rejecting this idea that we're trapped, right we everyone
- 11:58Speaker 1: wants to feel like they have free will, like everyone
- 12:01Speaker 1: wants to know that they have a choice, right. Well,
- 12:03Speaker 1: I guess so my kids don't feel that way, you know,
- 12:05Speaker 1: like why did you hit your sister? Well she hit me,
- 12:08Speaker 1: you know, like, well, so what you have no free will?
- 12:10Speaker 1: Like you're completely determined by her behavior. Um. I have
- 12:13Speaker 1: that argument with my kids so many times. I'm always
- 12:16Speaker 1: thinking about the philosophical echoes of that. Um. Um, My
- 12:20Speaker 1: kids are always rebelling. They're like, we want free will,
- 12:23Speaker 1: don't tell us what to do, but they want you
- 12:26Speaker 1: to follow rules. They're like, you promised daddy we could
- 12:28Speaker 1: have ice cream, right, and so therefore you have to
- 12:31Speaker 1: there's no more decision to be made. Kids are so
- 12:33Speaker 1: unfair there, philosophically inconsistent. I think it's really the problem
- 12:38Speaker 1: with kids Yeah, they're cute, but if they just read
- 12:43Speaker 1: some more nice you know, and some some carl and
- 12:46Speaker 1: some paper or whatever, they would be easier to be around. Yeah,
- 12:49Speaker 1: forget those picture books. Let's introduce let's predict the universe.
- 13:07Speaker 1: I think there's something fascinating about the deterministic view of
- 13:09Speaker 1: the universe. But probably people out there thinking, Okay, maybe
- 13:13Speaker 1: in theory you could predict the whole universe, but in
- 13:15Speaker 1: practice that's impossible. I mean, you don't have a universe
- 13:18Speaker 1: sized computer to break the whole universe, and even to
- 13:21Speaker 1: predict like you know, a person is a huge number
- 13:24Speaker 1: of articles, and so to do that calculation just seems impractical, right, right,
- 13:29Speaker 1: It's practically impossible. But I think people reveled just to
- 13:32Speaker 1: the idea of it, right, Like, are my thoughts my
- 13:35Speaker 1: thoughts or just something that I'm programmed and that I
- 13:39Speaker 1: will inevitably have and do. Yeah, and that's a really
- 13:42Speaker 1: deep question. And so um, we started out with prehistoric
- 13:46Speaker 1: man feeling like the universe is full of random of
- 13:48Speaker 1: not random, but unexplained agency and intelligence all the way
- 13:52Speaker 1: to like now, scientific physical determinism says, actually the universe
- 13:57Speaker 1: just clicks along like a watch, right, and there's no
- 13:59Speaker 1: free will. So let's take one step back from that,
- 14:02Speaker 1: and that's chaos. That says, well, maybe the universe is deterministic, sure,
- 14:07Speaker 1: but that doesn't mean it's necessarily practical for you to
- 14:10Speaker 1: predict it because the way things play out is really
- 14:13Speaker 1: sensitive to exactly how things started. Well, I think I
- 14:17Speaker 1: think some people who responded to their question maybe weren't
- 14:20Speaker 1: sure about the difference, right, Like, what's the difference between
- 14:22Speaker 1: something being chaotic and something being random? Right? And so
- 14:26Speaker 1: let's drill into that. So let's take, for an example,
- 14:29Speaker 1: the roll of a dice. Right, people think of rolling
- 14:32Speaker 1: dice is random, but actually it's chaotic, meaning that it's
- 14:35Speaker 1: hard to predict, but it is deterministic. What do you
- 14:39Speaker 1: mean if you knew exactly how I threw the dice,
- 14:42Speaker 1: like exactly the direction and the spin and all the
- 14:45Speaker 1: molecules of the air, then you could treat the molec
- 14:47Speaker 1: little cannonballs, little particles, and you could model how it rolls,
- 14:51Speaker 1: and you could, in theory, predict exactly how the dice
- 14:53Speaker 1: rolled every time, meaning like if I if i'm if
- 14:56Speaker 1: I'm seeing footage of you throwing to die, and like
- 14:58Speaker 1: like I pause the video just as to die leave
- 15:02Speaker 1: your hands, then I could you know know where they are,
- 15:06Speaker 1: I know which direction are going, how fast are going.
- 15:08Speaker 1: I could run some kind of computer simulation to like
- 15:12Speaker 1: follow the die and predict what they're going to do
- 15:14Speaker 1: when they bounce off the table on roll around, I
- 15:17Speaker 1: could potentially predict what the die are going to show.
- 15:20Speaker 1: That's right, because we're saying that the universe in that
- 15:23Speaker 1: case is deterministic, and so you should be able to
- 15:25Speaker 1: predict the future given enough information about the setup. Right now,
- 15:29Speaker 1: that's a hard problem, and that's why we use dies, right,
- 15:32Speaker 1: because it's really difficult, and nobody can practically like bring
- 15:36Speaker 1: a mini computer into Las Vegas and use that to
- 15:38Speaker 1: predict who's going to win it craps, right though, in theory,
- 15:42Speaker 1: In theory, you could if the universe was deterministic but
- 15:45Speaker 1: very sensitive to exactly how somebody's rolling the dice. Right
- 15:49Speaker 1: when you throw the dice of craps, if you flip
- 15:51Speaker 1: it this way or that way, then it's going to
- 15:53Speaker 1: bounce slightly differently, and how it's going to hit that
- 15:55Speaker 1: you know, the felt on the table. It's all very
- 15:57Speaker 1: very sensitive and a very small change how you throw
- 16:00Speaker 1: it can result in a totally different number. That's what
- 16:03Speaker 1: we mean by chaos. It means that it's like that
- 16:06Speaker 1: the butterfly effect, right, like the idea that if you
- 16:09Speaker 1: butterfly flaps its wing here, it's going to have a
- 16:12Speaker 1: huge effect, maybe potentially on the weather and on the
- 16:15Speaker 1: other side of the world. Right, it's like a very
- 16:17Speaker 1: sensitive system. That's right. The weather is a great example
- 16:20Speaker 1: because we understand all the processes of weather. I mean,
- 16:23Speaker 1: it's hot air, it's cold air, it's water. We know
- 16:25Speaker 1: that stuff. It's pretty simple chemistry. But altogether, an entire
- 16:28Speaker 1: planet is really difficult to describe because it's huge and
- 16:32Speaker 1: it's really sensitive. Like, as you say, a butterfly flapping
- 16:35Speaker 1: its wings in China could change the way this air flows,
- 16:38Speaker 1: which could change the way that air flows, which bounces
- 16:41Speaker 1: off this building, which turns into a rainstorm, which collides
- 16:43Speaker 1: with this cloud and causes a hurricane. Right, it's not
- 16:46Speaker 1: true that every time a butterfly flaps its wings you
- 16:48Speaker 1: get a hurricane. But sometimes so. Weather is chaotic, but
- 16:54Speaker 1: it's not random, is that what you're saying? That ran like,
- 16:56Speaker 1: if we could keep track of every single butterfly in
- 16:59Speaker 1: the world flapping its wing. We would be able to
- 17:02Speaker 1: predict the weather if we had a giant supercomputer the
- 17:05Speaker 1: size of the Solar System. But since we don't, then
- 17:09Speaker 1: weather it seems random, but actually it's chaotic exactly, And
- 17:13Speaker 1: that's exactly what scientists are trying to do. They're building
- 17:16Speaker 1: bigger and bigger and faster computers to try to simulate
- 17:19Speaker 1: more and more of the Earth's atmosphere to get better
- 17:21Speaker 1: and better predictions of weather. In fact, I think like
- 17:24Speaker 1: all the top ten supercomputers in the world are devoted
- 17:27Speaker 1: to that problem, like modeling the weather, because it's important.
- 17:30Speaker 1: But you're exactly right, it's actually chaotic, meaning it's deterministic
- 17:34Speaker 1: but really sensitive to exactly how it started. But it
- 17:36Speaker 1: seems random because it's it's too difficult for us to calculate.
- 17:40Speaker 1: In principle, we should be able to, but we can't.
- 17:42Speaker 1: Another example is flipping a coin. Right, based on how
- 17:46Speaker 1: you flip the coin, you should be able to model
- 17:48Speaker 1: how it spins through the air and how it bounces
- 17:49Speaker 1: off air molecule and how it hits the ground and
- 17:51Speaker 1: where it lands. But it's a difficult problem. So we
- 17:54Speaker 1: can use it to model randomness to say it's kind
- 17:57Speaker 1: of like randomness. Really it's just chaotic though. But then
- 18:00Speaker 1: if I flip the coin a hundred times, most likely
- 18:05Speaker 1: half of those times will be head and half of
- 18:07Speaker 1: those times will be tails. Right, So where does that
- 18:10Speaker 1: fit into chaos theory? Like why is it predictable on
- 18:13Speaker 1: a statistical basis? Okay, so that's fascinating. That's an emergent phenomenon. Right.
- 18:18Speaker 1: That says if you understand the tiny little local laws
- 18:22Speaker 1: of physics, like the laws of how the particles inside
- 18:25Speaker 1: the coin move, you should be able to predict some
- 18:27Speaker 1: larger effect. And it's true, there is a simple or
- 18:30Speaker 1: description of that larger effect, right, if you understand how
- 18:33Speaker 1: these things work. Um, So physics works on these layers. Right.
- 18:36Speaker 1: You can either understand it a very low layer and
- 18:38Speaker 1: try to model it all the way up to a
- 18:40Speaker 1: higher layer, or you can just try to get an
- 18:42Speaker 1: understanding of at a higher layer, just the same way.
- 18:46Speaker 1: You could say, well, I can understand the way cannonball
- 18:48Speaker 1: flies by modeling all the particles inside of it, or
- 18:51Speaker 1: you could just use F equals m A, which treats
- 18:53Speaker 1: the whole cannonball like one particle. If that's just a
- 18:56Speaker 1: question of at what layer you're modeling something, right, Okay,
- 19:00Speaker 1: so a coin is chaotic but not actually random, but
- 19:04Speaker 1: not actually random. Yet, if the universe is deterministic, then
- 19:07Speaker 1: a coin is chaotic but not actually random. Yeah, okay,
- 19:11Speaker 1: got it, got it. But then it's the question of
- 19:13Speaker 1: that's the really the nugget of the question is is
- 19:16Speaker 1: the universe deterministic? Um, you know, if you have a
- 19:19Speaker 1: particle or a billiard ball or cannonball or whatever, and
- 19:22Speaker 1: you understand direction it's going, can you predict its future
- 19:25Speaker 1: out into infinity? Right? Right? You tell exactly what's going
- 19:29Speaker 1: to happen. But there's so many factors leading up to
- 19:32Speaker 1: me tossing the coin that it's so unpredictable that it's
- 19:35Speaker 1: it's it feels random, that's right. And so we have
- 19:38Speaker 1: to separate between what's practical and what's in theory possible.
- 19:42Speaker 1: Anything that's chaotic. We're saying, in theory, if you knew enough,
- 19:45Speaker 1: you could predict it, right, whereas but in practice that
- 19:49Speaker 1: we can't. So it's it's it's can't. So it seems random.
- 19:53Speaker 1: Random number generators and computers when they try to come
- 19:56Speaker 1: up with a random number, it's not really random. You're
- 19:58Speaker 1: saying it's just an algorithm. That's very that's chaotic. That's right.
- 20:02Speaker 1: Computers by construction are deterministic, right, We've built them to
- 20:05Speaker 1: be deterministic. Every time you run a program, it should
- 20:08Speaker 1: give you the same answer if you give it the
- 20:10Speaker 1: same input. Right. That's there's no way for computer to
- 20:13Speaker 1: do anything but that. It's like a series of logic gates.
- 20:16Speaker 1: And you know, how it's implemented is not important, but
- 20:19Speaker 1: you know it's a system for doing deterministic calculations. That's
- 20:22Speaker 1: what a computer is. So it's impossible for computer to
- 20:25Speaker 1: be truly random. All the random number generators in your
- 20:28Speaker 1: favorite Python code are actually pseudo random number generators. They're
- 20:32Speaker 1: just chaotic. They take a seed a number to start from,
- 20:36Speaker 1: and then they spin off of that and generate a
- 20:38Speaker 1: sequence of numbers. But if you give them the same
- 20:40Speaker 1: seed twice, they'll generate the same sequence of numbers twice. Wow.
- 20:44Speaker 1: So like if you're playing a video game and you're
- 20:46Speaker 1: inside of a virtual world, that world is totally determinating.
- 20:50Speaker 1: It's being crunched on by a logical computer. Exactly. You
- 20:53Speaker 1: do the same move every time. You'll kill that boss
- 20:56Speaker 1: character every single time, and not even in silivating games
- 20:59Speaker 1: like you know, like punch Out where the guy is
- 21:01Speaker 1: totally predictable, but even the more complicated ones. You know, Um,
- 21:05Speaker 1: if you're in the same world and you do the
- 21:06Speaker 1: same thing, the same thing should happen, because computers are
- 21:08Speaker 1: not capable of true randomness. Before we keep going, let's
- 21:12Speaker 1: take a short break. So the question is is our
- 21:27Speaker 1: universe like a computer simulation? Right? Like the question is
- 21:32Speaker 1: is is our universe also being crunched by a logical
- 21:36Speaker 1: computer that can't be random? That's right? And for a
- 21:39Speaker 1: long time people thought the universe was deterministic. I mean,
- 21:42Speaker 1: we were able to predict the outcome of every experiment. Um,
- 21:45Speaker 1: things were going along really well. And then of course
- 21:47Speaker 1: and throw a spaceship and landed on the moon. That's
- 21:50Speaker 1: pretty crazy, right, Yeah, that well that's pretty risky, but yeah,
- 21:53Speaker 1: um that's pretty amazing. You have to certainly have confidence
- 21:55Speaker 1: in our ability to predict the future if you're gonna
- 21:57Speaker 1: get into that can involve gets shot out into space. Right. Um, Well,
- 22:02Speaker 1: I remember in grad schlos in this classic it's called
- 22:05Speaker 1: linear dynamical systems. But I remember in class, this guy
- 22:08Speaker 1: was so the professor was so cocky. He's like, of
- 22:10Speaker 1: while the technologies that contributed to putting a man on
- 22:13Speaker 1: the moon, this is the one that made it happen
- 22:17Speaker 1: linear algebra. Kind of had this linear algebra equation, we
- 22:20Speaker 1: would not be able to put a man in And
- 22:22Speaker 1: so that that's how powerful this idea is, right, Like,
- 22:24Speaker 1: if you can predict efreequels in a you can put
- 22:27Speaker 1: a man on the moon. Yeah. No, it's exactly right,
- 22:29Speaker 1: And it's given us great power over our environment. I mean,
- 22:32Speaker 1: everything that we have is because we have mastered a
- 22:35Speaker 1: lot of the laws of our environment and use them
- 22:37Speaker 1: and bent them to our will to improve our lives. Right,
- 22:40Speaker 1: So it certainly works, and we rely on every day,
- 22:42Speaker 1: every time you get into a car or an airplane,
- 22:44Speaker 1: you rely on it working the same way it did yesterday, right, right, right,
- 22:48Speaker 1: So that's that's a relief. Um. But it was about
- 22:50Speaker 1: a hundred years ago when people started seeing things that
- 22:53Speaker 1: they couldn't explain, and it was quantum mechanics that told
- 22:56Speaker 1: us that maybe the universe is not deterministic. Maybe these
- 23:00Speaker 1: little particles don't follow the same rules that like billiard
- 23:04Speaker 1: balls and basketballs and larger objects follow, and maybe they're
- 23:08Speaker 1: not even deterministic. Meaning if you do the same experiment
- 23:11Speaker 1: twice with tiny particles, you could get different outcomes even
- 23:15Speaker 1: if you do it exactly the same way. Well, and
- 23:18Speaker 1: this all came about when people started noticing that like
- 23:20Speaker 1: light and things had a minimum size, right, Like light
- 23:25Speaker 1: doesn't come in infinitely small bits of light, Like there's
- 23:29Speaker 1: chunks of light, that's right. Yeah, Einstein was looking at
- 23:32Speaker 1: some experiments that didn't quite make sense, and the only
- 23:34Speaker 1: way he could explain them was if light came in
- 23:37Speaker 1: little packets. And that's what quantum means. Quantum means a
- 23:41Speaker 1: unit or a packet, and so he suggested that maybe
- 23:44Speaker 1: light comes in these little packets. But then it had
- 23:46Speaker 1: all these far reaching consequences, you know, um about light
- 23:50Speaker 1: going through mirrors and through prisms, and the way people
- 23:52Speaker 1: could understand that was only if there were various probabilities
- 23:56Speaker 1: for things to happen. And it began this whole revolution
- 23:58Speaker 1: of quantum mechanics, which then Einstein tried to put the
- 24:01Speaker 1: brakes on, right. He was like, way, a hold on
- 24:02Speaker 1: a second, guys, this is crazy talk. There's no way
- 24:05Speaker 1: the universe works this way, meaning like um, this idea
- 24:09Speaker 1: of quantum stuff only made sense if the universe work
- 24:12Speaker 1: based on probabilities, not like deterministically. You know, you have
- 24:16Speaker 1: to describe things with wave functions, and things aren't really
- 24:19Speaker 1: like point particles are kind of fuzzy things. That's exactly
- 24:23Speaker 1: the point is that there's this fuzziness in the universe
- 24:25Speaker 1: and quantum mechanics because there's these minimum sized objects and
- 24:29Speaker 1: the way they interfere with each other and the way
- 24:30Speaker 1: the calculations happen. Quantum mechanics predicts that the universe is
- 24:34Speaker 1: fundamentally random, and it means that, for example, you have
- 24:37Speaker 1: an electron, you don't know exactly where it is. There's
- 24:40Speaker 1: a probability distribution that says, most likely it's here, maybe
- 24:43Speaker 1: it's there, maybe it's somewhere else. Is it that we
- 24:46Speaker 1: can't is it like a randomness, like we can't uh
- 24:50Speaker 1: know where it is, or that there's this trade off
- 24:53Speaker 1: between like momentum and position. Right, that's exactly the right question,
- 24:57Speaker 1: and that's exactly what people are asking. They looked at
- 25:00Speaker 1: these equations and they said, well, is it that we
- 25:02Speaker 1: can't predict where the electron is, like it's totally impossible
- 25:06Speaker 1: to predict, or is it that we just don't know
- 25:09Speaker 1: where it is that we haven't figured out how to
- 25:11Speaker 1: get that information, right. Does the information not exist or
- 25:14Speaker 1: do we just not have it? And so Einstein is
- 25:17Speaker 1: the one who said there must be some hidden variable.
- 25:19Speaker 1: There must be something that's that these particles are carrying,
- 25:22Speaker 1: some piece of information that determines exactly what's going to
- 25:25Speaker 1: happen to them, but we just don't know what it is.
- 25:28Speaker 1: To him, it was crazy to think that you could
- 25:30Speaker 1: shoot an electron into an experiment twice and get two
- 25:33Speaker 1: different answers. But that's appeared. What appeared to happen. People
- 25:36Speaker 1: set up these careful experiments where you would shoot a
- 25:40Speaker 1: photon one at a time. You would shoot photons into
- 25:43Speaker 1: an experiment, and every photon would do something different, and
- 25:46Speaker 1: then as you would accumulate a bunch of photons, it
- 25:49Speaker 1: would add up to give you a distribution that made
- 25:52Speaker 1: sense to you. Just the same way when you flip
- 25:54Speaker 1: a coin, you get heads, you get tails, you get heads,
- 25:56Speaker 1: you get tails. It seems random, but eventually it builds
- 25:59Speaker 1: up to fifty fifty. Right. Quantum mechanics tells us all
- 26:02Speaker 1: we can do is predict the eventual distribution. We can say,
- 26:06Speaker 1: if you measure a thousand electrons, some of them will
- 26:09Speaker 1: go here and some of them will go there. It
- 26:10Speaker 1: says you can't predict any individual one. All you can
- 26:13Speaker 1: predict is the distribution of outcomes. So Eisland was like,
- 26:17Speaker 1: maybe a photon is kind of like the coin we
- 26:20Speaker 1: were talking about before, Like maybe it seems random to us,
- 26:22Speaker 1: but really it's just kind of this chain of of
- 26:25Speaker 1: little local events that actually make it predictable. That's right,
- 26:30Speaker 1: if we knew all that information inside, Like maybe it
- 26:33Speaker 1: just looks fuzzy to us that we can't tell where
- 26:35Speaker 1: it is, but inside that particle really actually knows where
- 26:38Speaker 1: it is. It's exactly right. That's what he wanted to believe, right,
- 26:41Speaker 1: That's what he wanted to believe. And you've got to
- 26:42Speaker 1: sympathize with the guy. Right, it's hard to imagine that
- 26:45Speaker 1: the universe would not be deterministic. I mean, we spent
- 26:48Speaker 1: hundreds of years building up our confidence in science and
- 26:51Speaker 1: his physics, especially as being able to predict the future,
- 26:54Speaker 1: and and just of saying basically, the universe follows rules. Right,
- 26:57Speaker 1: So now all of a sudden you're telling us what
- 26:59Speaker 1: there's like dice in there is there some randomness? Like
- 27:02Speaker 1: every time you shoot an electron to your experiment, somebody
- 27:05Speaker 1: or something or the universe is making a like a
- 27:07Speaker 1: random decision about where it's going to go. It seems crazy,
- 27:10Speaker 1: So you're absolutely right. And he suggested that a simpler
- 27:13Speaker 1: explanation is that they're carrying along another piece of information
- 27:16Speaker 1: that we just don't have access to or can't measure,
- 27:19Speaker 1: or didn't measure, and that that's actually determining in a
- 27:22Speaker 1: totally predictable way what's going to happen to each particle.
- 27:25Speaker 1: That was his solution to the problem. Well, he famously
- 27:28Speaker 1: said God doesn't play dice, right, He's famously quoted as
- 27:31Speaker 1: saying that, I'm not sure he actually did, but it's
- 27:34Speaker 1: really but it's a pretty good summary of what he believed.
- 27:37Speaker 1: Fake news, well, like a lot of fake news is
- 27:42Speaker 1: a cronel of truth in it. Um. He certainly wanted
- 27:46Speaker 1: to believe in a deterministic universe and it made sense
- 27:48Speaker 1: to him. And you know what, it makes sense to me.
- 27:50Speaker 1: I mean the idea that there's like a tor random
- 27:53Speaker 1: number generator somewhere in the universe that's making a decision
- 27:57Speaker 1: every time you're shoot an electron into something. It's doesn't
- 28:00Speaker 1: make any sense. To me intuitively. You know, not that
- 28:02Speaker 1: the universe has to make sense to me intuitively, but
- 28:05Speaker 1: it doesn't. So you're saying the quantum mechanics says that
- 28:11Speaker 1: there is a randomness in things, And so where is
- 28:14Speaker 1: that randomness actually in like the position of particles in
- 28:17Speaker 1: the verse of the velocity um, in their like very being,
- 28:22Speaker 1: in their energy level? What where is this randomness of everything? Well,
- 28:25Speaker 1: there's randomness at every level. I mean there's a randomness
- 28:29Speaker 1: between every time you look at something. So say, for example,
- 28:32Speaker 1: you measure an electron, you see it's a certain place,
- 28:35Speaker 1: then you look away, right, because you can't monitor an
- 28:38Speaker 1: electron every moment or every nanosecond ven you look away,
- 28:41Speaker 1: what is the electron do between when you last saw
- 28:44Speaker 1: it and when you'll next see it? Meaning like, if
- 28:47Speaker 1: I know where it is and how fast it's going,
- 28:49Speaker 1: and then I look away and I look again, is
- 28:51Speaker 1: it going to be where I think it's going to be? Yes, exactly.
- 28:54Speaker 1: And so every every moment of an electron or a
- 28:58Speaker 1: particle's life is determined by quantum mechanics, which says there's
- 29:01Speaker 1: a probability distribution. It's not like the electron is doing
- 29:05Speaker 1: something behind your back. It's got one particular path that
- 29:08Speaker 1: you're just not aware of behind your back, and you
- 29:10Speaker 1: just don't know it. It doesn't have a specific path.
- 29:13Speaker 1: It's not like it goes from a to via a
- 29:16Speaker 1: particular path. It has a probability of different ways to
- 29:20Speaker 1: get there, and if you don't look, then it's sort
- 29:23Speaker 1: of doing all of them at once. They all have
- 29:25Speaker 1: different probabilities, and those probabilities are the things determined by
- 29:28Speaker 1: the laws of physics. So there's still are laws. Physics
- 29:32Speaker 1: still does tell the universe how to run. It's just
- 29:34Speaker 1: that those laws are probabilistic. It says, look, Mr Electron,
- 29:38Speaker 1: instead of telling you exactly where you're gonna go, I'm
- 29:40Speaker 1: gonna say you have a seventy percent chance of doing
- 29:42Speaker 1: this and the thirty percent chance of doing that. So
- 29:44Speaker 1: that's where the fuzziness and the randomness comes in. It's
- 29:46Speaker 1: not that it like it looks fuzzy, it's just that
- 29:49Speaker 1: it's just hard to predict where it's going to be.
- 29:51Speaker 1: It's impossible. You know all this information, it's impossible. It's
- 29:54Speaker 1: impossible to predict the future. Impossible exactly, you can predict
- 29:58Speaker 1: the various likelihood of the So the likelihood of that
- 30:01Speaker 1: at the particle level, but you can't say what one
- 30:03Speaker 1: particle is going to do. Now, Einstein said, that's crazy, right,
- 30:07Speaker 1: there's no way that's true. There must be a way
- 30:09Speaker 1: to predict it must be there some piece of information there.
- 30:12Speaker 1: And then some guys came up with an experiment. They
- 30:14Speaker 1: came up with this crazy experiment. It's based on an
- 30:16Speaker 1: idea called Bell's inequality. To test this theory, they said,
- 30:21Speaker 1: let's see if the universe is really random, or if
- 30:24Speaker 1: there's some hidden piece of information that's actually secretly determining things,
- 30:28Speaker 1: like let's see if if I really can't predict for
- 30:31Speaker 1: that electron is going to go, or if it's actually
- 30:34Speaker 1: like the electron knows it just won't tell us. Yeah, right, exactly. Um.
- 30:38Speaker 1: And so they set up this cool experiment where they
- 30:40Speaker 1: took a particle and they had to shoot out two
- 30:44Speaker 1: particles in opposite directions. And those particles are therefore connected
- 30:47Speaker 1: because they have to conserve momentum, they have to conserve
- 30:50Speaker 1: energy and have to conserve spin. And so if you
- 30:53Speaker 1: know something about one particle, that you know something about
- 30:55Speaker 1: the other particles, but both particles have equal probability to
- 30:58Speaker 1: be like spin up or spin down own, or point
- 31:00Speaker 1: this way a point the other way, but you know
- 31:02Speaker 1: something about the combination of the two. And so they
- 31:05Speaker 1: came up with this really ingenious experiment to measure how
- 31:08Speaker 1: often you saw one spin up and one's been down,
- 31:11Speaker 1: for example, And based on the outcome of that, you
- 31:14Speaker 1: could tell whether there was a secret, hidden um piece
- 31:17Speaker 1: of information that was controlling both particles, or whether they
- 31:21Speaker 1: were both truly random. And the experiments are conclusive, and
- 31:24Speaker 1: it's been done a zillion times, and the experiment tells
- 31:27Speaker 1: us that the universe at its core really is random.
- 31:30Speaker 1: That's making a random decision every time you look at
- 31:33Speaker 1: these particles. So beyond the shadow of a doubt, we
- 31:37Speaker 1: know that the universe is random. The universe is random. Absolutely.
- 31:41Speaker 1: There's no no escape clause, there's no if hands or
- 31:46Speaker 1: but there's no asteris no loopholes. The universe at the
- 31:50Speaker 1: part of the level is really random. Now, you said
- 31:52Speaker 1: something really interesting earlier. You know, even if the universe
- 31:55Speaker 1: is random at the lowest level, that doesn't necessarily mean
- 31:59Speaker 1: that it's a random at other levels. Right, Like we
- 32:02Speaker 1: still got to the moon. Right, It's not like we're
- 32:04Speaker 1: saying science doesn't work, or you shouldn't get in that airplane. Right.
- 32:07Speaker 1: Science works at different at different levels, And even if
- 32:09Speaker 1: it's random at the very very small level, doesn't mean
- 32:12Speaker 1: that on average it's really predictable, right, Like we do
- 32:15Speaker 1: know how basketball's bounce, right, And that's because the randomness
- 32:19Speaker 1: only applies to these tiny little particles, and over the
- 32:22Speaker 1: ten to the thirty or whatever particles in a basketball,
- 32:25Speaker 1: that all averages out to something very very predictable. Wow,
- 32:28Speaker 1: So like random events Canada add up to predictable events?
- 32:32Speaker 1: Is that kind of what you're saying? Yeah, exactly. Like
- 32:34Speaker 1: you can't tell how any individual voter is going to vote,
- 32:37Speaker 1: but if you've done enough polls, you can tell if
- 32:40Speaker 1: you know how the nation is going to vote. Um
- 32:42Speaker 1: at a certain reduction that worked out so well in election.
- 32:46Speaker 1: Maybe that wasn't the best example totally predictable. At the
- 32:53Speaker 1: level of particles, there is randomness, but maybe in the
- 32:58Speaker 1: macro scale things are fairly predictable. But how does that
- 33:01Speaker 1: affect things like free will? Does that mean that, like
- 33:04Speaker 1: my brain just quantum randomness give me some sort of
- 33:09Speaker 1: unpredictability or free will as you might call it, Or
- 33:13Speaker 1: is my brain also very predictable in the long run.
- 33:16Speaker 1: It's a great question, and into this tiny crack and determinism,
- 33:19Speaker 1: you know, saying that at the particle level, things are
- 33:22Speaker 1: truly random. And there's flooded and enormous literature of consciousness
- 33:27Speaker 1: and all sorts of philosophy that that try to connect
- 33:30Speaker 1: free will to quantum randomness, you know, to say that
- 33:33Speaker 1: this is the whole we needed, This is what breaks
- 33:34Speaker 1: determinism and allows for me and my soul and God
- 33:38Speaker 1: and all the and and all the things you want
- 33:40Speaker 1: to cram into your universe. I'm not convinced that quantum
- 33:44Speaker 1: mechanics allows for free will, or for souls or you know,
- 33:48Speaker 1: for all that kind of stuff, but it certainly does
- 33:51Speaker 1: dismantle the deterministic watch like universe that we thought we
- 33:54Speaker 1: had MM. So just because something is random doesn't mean
- 33:57Speaker 1: you have free will. Like it's just random, exactly exactly.
- 34:02Speaker 1: And so to answer the question, you know, is the
- 34:05Speaker 1: universe random or is it chaotic? Turns out it's kind
- 34:08Speaker 1: of both. Right, It's a random at the particle level,
- 34:11Speaker 1: but it's chaotic at the macroscopic level. Right, things do
- 34:15Speaker 1: seem to be fairly deterministic at the macroscopic level, but
- 34:18Speaker 1: then again they're too chaotic to really to really model.
- 34:22Speaker 1: So it's not like you can predict the weather. It's
- 34:24Speaker 1: kind of a progression. Like it's random at the particle level.
- 34:26Speaker 1: It's kind of deterministic at a medium range level, but
- 34:29Speaker 1: then as you get too larger and larger systems, then
- 34:31Speaker 1: it's chaotic and it's practically unpredictable. Yeah, yeah, exactly right.
- 34:36Speaker 1: So any answer you want there's someplace in the universe
- 34:39Speaker 1: is yeah, I just pick a random, random answer and
- 34:47Speaker 1: it will be that. So maybe that's why people answer
- 34:49Speaker 1: with such a such streams of gibberish to our our question,
- 34:52Speaker 1: because because they really deeply understood that the universe was
- 34:55Speaker 1: both random and chaotic. Wow, the wisdom of the some
- 35:00Speaker 1: in the crowd. Exactly, you average over ten random people
- 35:03Speaker 1: and there is some insight there. Exactly. That's the whole
- 35:05Speaker 1: that's the whole problem. Answer is the answer is yes.
- 35:10Speaker 1: So I think it's it's fun to think about that
- 35:12Speaker 1: in so the larger context. You know, like we started
- 35:14Speaker 1: off thinking the universe was crazy, then we started to
- 35:17Speaker 1: get some grips on it. Then we felt like, oh,
- 35:19Speaker 1: maybe the universe is sort of too tight a grip
- 35:21Speaker 1: on us because it seems deterministic, and then we've got
- 35:23Speaker 1: this crack thanks to quantum mechanics. It says it's random.
- 35:26Speaker 1: But I don't really know how comfortable people are with
- 35:28Speaker 1: that crack. You know, to think that the universe doesn't
- 35:32Speaker 1: know what it's going to do at any moment, like
- 35:33Speaker 1: they could do this, it could do that. That's sort
- 35:36Speaker 1: of terrifying. I understand Einstein's fear that Einstein is dislike
- 35:40Speaker 1: or disdain for that um, and that leaves us in
- 35:42Speaker 1: a sort of uncomfortable position. And it might get even crazier, right, Like,
- 35:46Speaker 1: let's say that we build quantum computers and then there's
- 35:48Speaker 1: AI based on quantic computers. That that would be even crazier, right, Yeah,
- 35:53Speaker 1: I'd love to read that science fiction novel that's how
- 35:55Speaker 1: that's how AI develops free will, Right, quantum computers maybe
- 36:00Speaker 1: more than us, that's exactly right. All right, Well, thank
- 36:07Speaker 1: you for joining us. I hope that didn't seem like
- 36:09Speaker 1: a random, random or chaotic discussion. But those are really
- 36:14Speaker 1: fun topics. I think it's super fun to try to
- 36:15Speaker 1: wrap your mind around those things. And you know, one
- 36:18Speaker 1: of the basic questions of physics is not just what
- 36:20Speaker 1: is the world made out of? What are the bits
- 36:22Speaker 1: and pieces? Were like, what are the rules? And are
- 36:24Speaker 1: their rules? And and you know, can we ever understand it?
- 36:28Speaker 1: To me, that's one of the deepest questions of science
- 36:29Speaker 1: and and this goes right to the heart of it.
- 36:31Speaker 1: So if you're a butterfly out there, keep on flatting exactly.
- 36:44Speaker 1: If you still have a question after listening to all
- 36:47Speaker 1: these explanations, please drop us a line. We'd love to
- 36:50Speaker 1: hear from you. You can find us at Facebook, Twitter,
- 36:53Speaker 1: and Instagram at Daniel and Jorge that's one word, or
- 36:56Speaker 1: email us at Feedback at Daniel and Jorge dot com.
- 37:00Speaker 1: M