WEBVTT - Classic Episode - Is the Universe Random?

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<v Speaker 1>Let's go places. There's a core idea in science that

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<v Speaker 1>experiments should be repeatable.

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<v Speaker 4>If you do an experiment the same way different times,

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<v Speaker 4>you should get the same result.

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<v Speaker 1>However, there is a loophole.

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<v Speaker 4>There's a loophole in science.

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<v Speaker 1>Yeah, and that loophole opens a window into everything we

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<v Speaker 1>think is true about reality in the universe and everything.

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<v Speaker 4>Welcome to Daniel and Jorge Explain the Universe.

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<v Speaker 1>In which we try to take the entire universe and

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<v Speaker 1>break it into bite sized pieces so you can enjoy

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<v Speaker 1>them with your afternoon coffee.

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<v Speaker 4>I'm more I'm a cartoonist. I draw comics online.

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<v Speaker 1>And I'm Daniel. I'm a particle physicist. I spend my

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<v Speaker 1>days smashing protons together at the large Hadron colliders to

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<v Speaker 1>try to reveal the secrets of the universe, mostly so

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<v Speaker 1>that I can tell them to you in this podcast.

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<v Speaker 4>Basically, only one of us is qualified to be explaining

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<v Speaker 4>things to you on this podcast.

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<v Speaker 1>That would be the cartoonist. Yeah, physicists are not qualified

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<v Speaker 1>usually to be explainers. Mostly we just try to solve

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<v Speaker 1>the mysteries of the universe. We don't try to tell

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<v Speaker 1>anybody about them, right.

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<v Speaker 4>Mostly physicists just need explaining, that's right.

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<v Speaker 1>That's where the cartoons come in, right.

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<v Speaker 4>Yeah, and spouses also, spouses of physicists probably have to

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<v Speaker 4>do a lot of explaining.

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<v Speaker 1>You've got some explaining to do, exactly. Yeah. So we're

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<v Speaker 1>here to talk to you about big questions about the universe.

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<v Speaker 1>And today's question is a really deep and basic question,

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<v Speaker 1>and it's about the very nature of reality. What is it?

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<v Speaker 1>What are we going to talk about today?

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<v Speaker 4>Is the universe random or is it just chaotic? And

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<v Speaker 4>what's the difference?

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<v Speaker 1>Or is it run by some super being and we're

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<v Speaker 1>actually just in their simulation. But that's other episode.

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<v Speaker 4>That's a whole other podcast.

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<v Speaker 1>Right today, just the two sinister options, random or chaotic,

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<v Speaker 1>you might feel like, ooh, neither of those sound very cozy.

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<v Speaker 1>I don't want to live in either of those universes.

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<v Speaker 4>Well, the question basically breaks down to is the universe predictable?

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<v Speaker 4>Like can you predict what the universe is going to do?

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<v Speaker 4>Or is it that nobody can predict what the universe

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<v Speaker 4>is going to do?

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<v Speaker 1>Right? And I think that's why it's an awesome question

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<v Speaker 1>for science because for so many thousands and thousands of years,

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<v Speaker 1>I think humans probably felt like the universe around them

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<v Speaker 1>was totally unpredictable. I mean, they invented gods for this

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<v Speaker 1>and for that to try to describe how the universe

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<v Speaker 1>was out of their control and doing things that didn't

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<v Speaker 1>make sense, as if it had some you know, will

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<v Speaker 1>and agency, right, Yeah, and then science comes along it

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<v Speaker 1>says actually there are rules and you can discover them,

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<v Speaker 1>and slowly science starts to creep in this description of

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<v Speaker 1>the universe that locks out this agency, this idea, this personality,

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<v Speaker 1>and gives you the sense that maybe the universe follows

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<v Speaker 1>these rules.

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<v Speaker 4>Right. So we went out and as usual, you'll ask

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<v Speaker 4>people on the street do you think the universe is

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<v Speaker 4>random or chaotic?

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<v Speaker 1>And here's what they had to say.

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<v Speaker 5>That's gonna okay, that's a that's a thinker right there.

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<v Speaker 5>I would say, surely random. With randomness comes chaos. You

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<v Speaker 5>never know what will happen, but there's there's always a

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<v Speaker 5>probability and a chance of things, of certain things happening.

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<v Speaker 4>I'd like to say random.

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<v Speaker 3>I'm religious, so I feel like everything happens for a reason,

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<v Speaker 3>And yes it is random, but there's a purpose behind everything.

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<v Speaker 4>I think it's a mixture of both. Like it's random,

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<v Speaker 4>but it can appear chaotic because of how.

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<v Speaker 6>Everything is truly chaotic, because like on a smaller level,

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<v Speaker 6>everything is like moving really fast, but at like a

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<v Speaker 6>bigger level, we don't see any of that.

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<v Speaker 1>Wow, So would you think of those answers or him?

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<v Speaker 4>I think they were all over the place. They were

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<v Speaker 4>actually kind of random.

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<v Speaker 1>Yeah, they're random and chaotic. I feel like I feel

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<v Speaker 1>like people had no idea what I was asking them,

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<v Speaker 1>you know, I.

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<v Speaker 4>Feel like people just I feel like they had no

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<v Speaker 4>idea what they were answering.

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<v Speaker 1>Some of those people. I remember recording these interviews, and

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<v Speaker 1>some of those people, as the words were coming out

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<v Speaker 1>of their mouth, I felt like they surprised them as

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<v Speaker 1>much as they did me. Like it was all over

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<v Speaker 1>the place.

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<v Speaker 4>Yeah, well, I feel like some people it's interesting. Some

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<v Speaker 4>people related to that question to the other question, which

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<v Speaker 4>is like does the universe have a purpose? Like do

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<v Speaker 4>things happen for a reason? Or do they Is it

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<v Speaker 4>just like a random role to die and nobody's really

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<v Speaker 4>in charge? Like that's the question, right, Like is somebody

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<v Speaker 4>in charge of the universe or is it impossible for

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<v Speaker 4>anyone to kind of predict what it's going to do?

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<v Speaker 1>Yeah, I think you're right. That does get at the

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<v Speaker 1>heart of the question. You know what's going to happen

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<v Speaker 1>in the universe and can we tell and can we

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<v Speaker 1>influence it? Right? Is the universe sort of churning on

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<v Speaker 1>without our ability to change this direction at all in

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<v Speaker 1>some sort of way that's been determined since the dawn

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<v Speaker 1>of time? Or can we nudget and in one way

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<v Speaker 1>or the other, you know, make the calves win? Or

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<v Speaker 1>can you if you jump up and down in front

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<v Speaker 1>of your television enough whill the Warriors win another NBA championship?

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<v Speaker 1>You know? Can you influence the world? I think that's

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<v Speaker 1>a that's an interesting and deep question. Yeah, that's probably

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<v Speaker 1>the one people were actually having in their mind.

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<v Speaker 4>Yeah, so may let's go back in history. And I

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<v Speaker 4>like how you think about this question a lot, Daniel,

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<v Speaker 4>which is that you sort of start with early man,

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<v Speaker 4>like the cave men and woman and women, early humans,

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<v Speaker 4>we're really just kind of at the mercy of all

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<v Speaker 4>the elements and all the animals out there and the weather,

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<v Speaker 4>and so they to them, the universe was this crazy,

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<v Speaker 4>random and chaotic place, right, Yeah.

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<v Speaker 1>And it actually it touches on sort of my personal

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<v Speaker 1>theory of consciousness, which is that we developed this awareness

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<v Speaker 1>because we are looking out into the world for other

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<v Speaker 1>people or other ideas. Are there intelligences and we have

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<v Speaker 1>this hyperactive ability to see agency, to see intention in

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<v Speaker 1>something that we don't understand, and we imagine that there

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<v Speaker 1>must be a mind behind it. And so I think

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<v Speaker 1>for a long time, people's view the world was that

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<v Speaker 1>it was controlled by other greater minds. You know, what

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<v Speaker 1>controls the lightning? Why do some people die of disease?

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<v Speaker 1>All this stuff?

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<v Speaker 4>And then as there must be like a consciousness that

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<v Speaker 4>is shooting out these lightning bolts or making it rain,

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<v Speaker 4>or you know, making the sun come out.

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<v Speaker 1>Or killing my baby of some horrible disease. Right, like,

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<v Speaker 1>there must be. It's hard to live in this world

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<v Speaker 1>if you don't have the sense that there's somebody else

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<v Speaker 1>in charge. Right there's a lot of suffering and a

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<v Speaker 1>lot of pain, and a lot of unexplained events, and

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<v Speaker 1>it's nice to think somebody else out there is taking

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<v Speaker 1>care of it, or somebody's in charge of it.

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<v Speaker 4>But there's a reason, right.

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<v Speaker 1>Yeah, that there's a reason, that there's some design. It's

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<v Speaker 1>not just random. But then as history progresses, as we

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<v Speaker 1>were saying earlier, you know, science comes along, it says, well,

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<v Speaker 1>there are seemed to be some rules, not just like

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<v Speaker 1>that anything can happen. You can't have an Ostrich here

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<v Speaker 1>and then all of a sudden the ostrich is gone.

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<v Speaker 1>There are some rules that limit what can happen. If

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<v Speaker 1>you know what's happening. Now there's a certain set of

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<v Speaker 1>possibilities for what can happen in one second and two seconds?

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<v Speaker 1>Then you know that's physics, right.

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<v Speaker 4>Well, it started with like noticing patterns, right, Like lightning

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<v Speaker 4>doesn't just come out of nowhere, It comes out when

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<v Speaker 4>there's these dark clouds in the sky.

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<v Speaker 1>Right, Yeah, absolutely absolutely, And people started noticing patterns and

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<v Speaker 1>started putting those together and then asking themselves, can I

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<v Speaker 1>use what I've learned in the past to predict the future?

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<v Speaker 6>Right?

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<v Speaker 1>Like if I have the same set of events that

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<v Speaker 1>happened yesterday, I am I going to be able to

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<v Speaker 1>tell what's going to happen next week if the same

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<v Speaker 1>thing happens.

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<v Speaker 6>Right.

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<v Speaker 1>If I roll a ball down the hill yesterday and

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<v Speaker 1>it goes up to a certain speed, will the same

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<v Speaker 1>thing happen tomorrow?

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<v Speaker 4>Right? Right? Or if I throw a ball in the

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<v Speaker 4>air and I know which direction it's going and how

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<v Speaker 4>fast it is going, can I predict where it's going

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<v Speaker 4>to land exactly? If I build a catapult, can I

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<v Speaker 4>basically aim it right?

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<v Speaker 1>Exactly? And that's how military technology drove science even hundreds

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<v Speaker 1>of years ago. Right, where do I shoot my cannon exactly?

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<v Speaker 1>To get over that wall.

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<v Speaker 4>Yeah, well, that's kind of where Newton came in, right,

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<v Speaker 4>Isaac Newton, And that's why they say he kind of

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<v Speaker 4>gave birth to science, right, or at least the scientific revolution.

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<v Speaker 1>No, I think it was earlier than that. Newton came

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<v Speaker 1>along well after folks like Galileo and Francis Bacon and

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<v Speaker 1>those guys. They really were the first ones to do

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<v Speaker 1>experiments and to say, let's see what the rules of

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<v Speaker 1>the universe is following, and let's see if we can

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<v Speaker 1>try to deduce them and use those to predict the

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<v Speaker 1>outcome of future experiments. They really were the first ones

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<v Speaker 1>to connect the idea of a scientific universe to the

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<v Speaker 1>actual experiments they do to influence those ideas and to

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<v Speaker 1>predict future results. And I think that's the key is

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<v Speaker 1>that here we've developed a system science which can not

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<v Speaker 1>only explain what we've seen before, but can predict the future.

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<v Speaker 1>Now you are about to fire a cannon ball at

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<v Speaker 1>your enemy. You want to know where is that ball

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<v Speaker 1>going to fly? And it's incredible that physics can do that.

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<v Speaker 1>It can literally predict the future if you know enough

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<v Speaker 1>about the situation, right.

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<v Speaker 4>Right, It's kind of like Google Maps. Now it can

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<v Speaker 4>totally tell if you're going to be late to meeting

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<v Speaker 4>or not, or to a podcast recording, like how long

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<v Speaker 4>will take you to get home? They're like, oh, they're

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<v Speaker 4>going to be late.

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<v Speaker 1>It's not always a hard problem though. Jege for example,

0:11:03.280 --> 0:11:06.920
<v Speaker 1>it says if person equals whohe, then late equals true

0:11:07.520 --> 0:11:08.560
<v Speaker 1>every time.

0:11:09.600 --> 0:11:10.200
<v Speaker 4>Every time.

0:11:11.280 --> 0:11:14.520
<v Speaker 1>Data predictable data, and some of these things are simple,

0:11:18.200 --> 0:11:20.760
<v Speaker 1>but some of these things are complicated, And it's incredible

0:11:20.760 --> 0:11:23.960
<v Speaker 1>to witness as physics sort of builds confidence and science

0:11:24.000 --> 0:11:27.560
<v Speaker 1>develops our ability to predict you know, chemical reactions and

0:11:27.679 --> 0:11:31.520
<v Speaker 1>biological function, all sorts of things, and then it gives

0:11:31.520 --> 0:11:35.080
<v Speaker 1>this creeping sense of is there anything that can escape science? Right?

0:11:35.160 --> 0:11:39.120
<v Speaker 1>Can science predict everything? Like if you knew enough about

0:11:39.160 --> 0:11:41.440
<v Speaker 1>the world, could you break it all down to cannonballs

0:11:41.440 --> 0:11:43.480
<v Speaker 1>to predict where all those cannonballs are going to fly

0:11:43.600 --> 0:11:45.160
<v Speaker 1>and then tell exactly what's going to happen?

0:11:45.480 --> 0:11:47.560
<v Speaker 4>Yeah, And it's like kind of like if you know

0:11:47.679 --> 0:11:52.360
<v Speaker 4>that force equals mass times acceleration, like Newton figured out,

0:11:53.520 --> 0:11:56.119
<v Speaker 4>then you can predict things like cannon balls and catapults

0:11:56.200 --> 0:11:59.480
<v Speaker 4>and and and you could possibly predict like how a

0:11:59.600 --> 0:12:03.160
<v Speaker 4>room of particles move, right, Yeah, possibly you can extend

0:12:03.160 --> 0:12:09.000
<v Speaker 4>that to can you predict how the whole world works? Yeah,

0:12:09.040 --> 0:12:10.680
<v Speaker 4>what it's going to do and what people are going to.

0:12:10.720 --> 0:12:13.280
<v Speaker 1>Do, extrapolate to the whole universe, right, Yeah, I mean,

0:12:13.320 --> 0:12:16.400
<v Speaker 1>and that's the principle of determinism. It says, look, if

0:12:16.440 --> 0:12:20.000
<v Speaker 1>things follow rules, and the future is dependent only two things,

0:12:20.160 --> 0:12:23.520
<v Speaker 1>one the rules and two the things that are happening

0:12:23.559 --> 0:12:26.680
<v Speaker 1>now the current state, right, given if you know exactly

0:12:26.760 --> 0:12:29.040
<v Speaker 1>where things are, imagine the whole universe is just a

0:12:29.080 --> 0:12:31.199
<v Speaker 1>bunch of tiny cannonballs, right, and you know the rules

0:12:31.200 --> 0:12:33.439
<v Speaker 1>of those cannonballs, and you know the position and direction

0:12:33.559 --> 0:12:36.800
<v Speaker 1>of motion of all those cannonballs. Then in principle, given

0:12:36.840 --> 0:12:40.199
<v Speaker 1>a super powerful universe sized computer, you should be able

0:12:40.200 --> 0:12:43.400
<v Speaker 1>to predict the future one to five ten seconds into

0:12:43.400 --> 0:12:45.400
<v Speaker 1>the future, a thousand seconds into the future.

0:12:45.640 --> 0:12:49.640
<v Speaker 4>Like every single molecule, atom, subatomic particle. You should be able.

0:12:49.640 --> 0:12:52.320
<v Speaker 4>If it follows rules, you should be able to kind

0:12:52.320 --> 0:12:54.760
<v Speaker 4>of track where it's going to go. Is should tell you,

0:12:54.840 --> 0:12:57.920
<v Speaker 4>based on where things are now, what's going to happen exactly.

0:12:57.960 --> 0:12:59.840
<v Speaker 4>It's kind of like this idea of a clock, right right,

0:13:00.520 --> 0:13:03.640
<v Speaker 4>is the universe giant clock just kind of clicking along

0:13:04.120 --> 0:13:06.880
<v Speaker 4>or is there some kind of magic inside of it

0:13:06.920 --> 0:13:08.680
<v Speaker 4>that makes it unpredictable?

0:13:08.960 --> 0:13:11.800
<v Speaker 1>Right exactly. And the idea of the universe just being

0:13:11.880 --> 0:13:15.240
<v Speaker 1>a huge clock is both exciting and terrifying. Right. It's

0:13:15.280 --> 0:13:18.320
<v Speaker 1>exciting because like, wow, can you imagine we could understand

0:13:18.400 --> 0:13:20.480
<v Speaker 1>the universe that well, that we could predict the future,

0:13:20.640 --> 0:13:23.360
<v Speaker 1>think about what we could do, right, But it's terrifying

0:13:23.400 --> 0:13:26.120
<v Speaker 1>because it's sort of like you're trapped in this science

0:13:26.200 --> 0:13:28.440
<v Speaker 1>cage where you have no influence over the world and

0:13:28.720 --> 0:13:30.880
<v Speaker 1>everything you do and know and say, and that joke

0:13:30.920 --> 0:13:32.840
<v Speaker 1>you're gonna make in that fart you're gonna let slip

0:13:32.920 --> 0:13:36.959
<v Speaker 1>are all predictable, right, All those things are predictable. That's scary.

0:13:37.080 --> 0:13:38.960
<v Speaker 1>It makes you feel like you are part of that

0:13:39.040 --> 0:13:42.480
<v Speaker 1>watch and you're just clicking along because you're reacting to

0:13:42.520 --> 0:13:45.840
<v Speaker 1>things around you in your initial conditions. And so that's terrifying.

0:13:46.040 --> 0:13:48.600
<v Speaker 4>And I think we have kind of an innate sense

0:13:48.679 --> 0:13:52.760
<v Speaker 4>of like rejecting this idea that we're trapped. Right. Everyone

0:13:52.760 --> 0:13:55.360
<v Speaker 4>wants to feel like they have free will, Like everyone

0:13:55.360 --> 0:13:56.760
<v Speaker 4>wants to know that they have a choice.

0:13:56.840 --> 0:13:58.960
<v Speaker 1>Right, Well, I guess so my kids don't feel that way,

0:13:59.000 --> 0:14:01.719
<v Speaker 1>you know, like, why did you hit your sister? Well,

0:14:01.760 --> 0:14:03.680
<v Speaker 1>she hit me, you know, Like, well, so what you

0:14:03.720 --> 0:14:06.600
<v Speaker 1>have no free will? Like you're completely determined by her behavior.

0:14:07.360 --> 0:14:09.360
<v Speaker 1>I have that argument with my kids so many times.

0:14:09.400 --> 0:14:12.240
<v Speaker 1>I'm always thinking about the philosophical echoes of that.

0:14:14.480 --> 0:14:16.960
<v Speaker 4>My kids are always rebelling. They're like, we want free will.

0:14:17.559 --> 0:14:18.600
<v Speaker 4>Don't tell us what to do?

0:14:19.040 --> 0:14:20.880
<v Speaker 1>I see, but they want you to follow rules. They're like,

0:14:20.960 --> 0:14:23.880
<v Speaker 1>you promised, daddy we could have ice cream, right, and

0:14:23.920 --> 0:14:26.200
<v Speaker 1>so therefore you have to There's no more decision to

0:14:26.200 --> 0:14:26.600
<v Speaker 1>be made.

0:14:26.800 --> 0:14:27.920
<v Speaker 4>Kids are so unfair.

0:14:29.600 --> 0:14:34.720
<v Speaker 1>They're philosophically inconsistent. I think it's really the problem with Yeah,

0:14:34.840 --> 0:14:38.120
<v Speaker 1>the cute, But if they just read some more Nietzsche,

0:14:38.160 --> 0:14:40.960
<v Speaker 1>you know, and some some carl and some Popper or whatever,

0:14:41.400 --> 0:14:42.640
<v Speaker 1>they would be easier to be around.

0:14:42.680 --> 0:14:46.240
<v Speaker 4>Yeah, forget those picture books. Let's introduce it.

0:14:46.320 --> 0:14:54.240
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<v Speaker 1>When you pop a piece of cheese into your mouth

0:18:08.720 --> 0:18:11.880
<v Speaker 1>or enjoy a rich spoonful of Greek yogurt, you're probably

0:18:11.920 --> 0:18:16.000
<v Speaker 1>not thinking about the environmental impact of each and every bite.

0:18:16.000 --> 0:18:18.600
<v Speaker 1>But the people in the dairy industry are US Dairy

0:18:18.640 --> 0:18:22.960
<v Speaker 1>has set themselves some ambitious sustainability goals, including being greenhouse

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<v Speaker 1>hard every day to find new ways to reduce waste,

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<v Speaker 1>conserve natural resources, and drive down greenhouse gas emissions. Take water,

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<v Speaker 1>for example, most dairy farms reuse water up to four times.

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<v Speaker 1>The same water cools the milk, cleans equipment, washes the barn,

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<v Speaker 1>products we love with less of an impact. Visit usdairy

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<v Speaker 1>dot com slash sustainability to learn more. I think there's

0:19:14.680 --> 0:19:17.760
<v Speaker 1>something fascinating about the deterministic view of the universe, but

0:19:17.840 --> 0:19:20.720
<v Speaker 1>probably people out there thinking, Okay, maybe in theory you

0:19:20.760 --> 0:19:23.800
<v Speaker 1>could predict the whole universe, but in practice that's impossible.

0:19:24.000 --> 0:19:26.600
<v Speaker 1>I mean, you don't have a universe sized computer to

0:19:26.640 --> 0:19:29.480
<v Speaker 1>break the whole universe, and even to predict like you know,

0:19:29.520 --> 0:19:32.960
<v Speaker 1>a person is a huge number of articles, and so

0:19:33.080 --> 0:19:36.240
<v Speaker 1>to do that calculation just seems impractical.

0:19:35.640 --> 0:19:39.159
<v Speaker 4>Right, Right, it's practically possible, but I think people revel

0:19:39.280 --> 0:19:41.520
<v Speaker 4>just to the idea of it, right, Like, are my

0:19:41.640 --> 0:19:45.680
<v Speaker 4>thoughts my thoughts or just something that I'm programmed and

0:19:45.760 --> 0:19:47.720
<v Speaker 4>that I will inevitably have and do.

0:19:48.000 --> 0:19:51.639
<v Speaker 1>Yeah, And that's a really deep question. And so we

0:19:51.720 --> 0:19:54.720
<v Speaker 1>started out with prehistoric man feeling like the universe is

0:19:54.760 --> 0:19:58.639
<v Speaker 1>full of random not random, but unexplained agency and intelligence

0:19:59.119 --> 0:20:03.560
<v Speaker 1>all the way to life. Now, scientific physical determinism says, actually,

0:20:03.600 --> 0:20:06.080
<v Speaker 1>the universe just clicks along like a watch, right, and

0:20:06.320 --> 0:20:08.800
<v Speaker 1>there's no free will. So let's take one step back

0:20:08.840 --> 0:20:12.000
<v Speaker 1>from that, and that's chaos. That says, well, maybe the

0:20:12.080 --> 0:20:16.320
<v Speaker 1>universe is deterministic, sure, but that doesn't mean it's necessarily

0:20:16.400 --> 0:20:19.400
<v Speaker 1>practical for you to predict it because the way things

0:20:19.440 --> 0:20:23.200
<v Speaker 1>play out is really sensitive to exactly how things started.

0:20:23.920 --> 0:20:26.600
<v Speaker 4>Well, I think some people who responded to their question.

0:20:26.880 --> 0:20:28.919
<v Speaker 4>Maybe weren't sure about the difference, right, Like, what's the

0:20:28.920 --> 0:20:32.280
<v Speaker 4>difference between something being chaotic and something being random?

0:20:32.560 --> 0:20:35.320
<v Speaker 1>Right? And so let's drill into that. So let's take,

0:20:35.359 --> 0:20:38.280
<v Speaker 1>for an example, the roll of a dice. Right, people

0:20:38.280 --> 0:20:41.600
<v Speaker 1>think of rolling dice as random, but actually it's chaotic,

0:20:41.760 --> 0:20:45.520
<v Speaker 1>meaning that it's hard to predict, but it is deterministic.

0:20:45.760 --> 0:20:46.960
<v Speaker 4>Oh what do you mean?

0:20:47.200 --> 0:20:49.600
<v Speaker 1>If you knew exactly how I threw the dice, like

0:20:50.040 --> 0:20:52.840
<v Speaker 1>exactly the direction and the spin and all the molecules

0:20:52.840 --> 0:20:54.639
<v Speaker 1>of the air, then you could treat the moll like

0:20:54.680 --> 0:20:57.359
<v Speaker 1>the little cannon balls, little particles, and you could model

0:20:57.440 --> 0:21:00.280
<v Speaker 1>how it rolls, and you could, in theory, predict exactlyactly

0:21:00.280 --> 0:21:01.840
<v Speaker 1>how the dice rolled every time.

0:21:02.080 --> 0:21:04.880
<v Speaker 4>Meaning like if if I'm seeing footage of you throwing

0:21:04.880 --> 0:21:08.560
<v Speaker 4>to die, and like I pause the video just as

0:21:08.600 --> 0:21:12.000
<v Speaker 4>to die leave your hands, then I could you know

0:21:12.160 --> 0:21:14.640
<v Speaker 4>where they are. I know which direction they're going, how

0:21:14.640 --> 0:21:17.600
<v Speaker 4>fast are going. I could run some kind of computer

0:21:17.640 --> 0:21:21.640
<v Speaker 4>simulation to like follow the die and predict what they're

0:21:21.640 --> 0:21:23.119
<v Speaker 4>going to do when they bounce off the table and

0:21:24.160 --> 0:21:27.320
<v Speaker 4>roll around. I could potentially predict what the dye are

0:21:27.320 --> 0:21:27.960
<v Speaker 4>going to show.

0:21:27.840 --> 0:21:30.520
<v Speaker 1>That's right, because we're saying that the universe in that

0:21:30.600 --> 0:21:32.679
<v Speaker 1>case is deterministic, and so you should be able to

0:21:32.680 --> 0:21:36.560
<v Speaker 1>predict the future given enough information about the setup. Right now,

0:21:36.560 --> 0:21:39.720
<v Speaker 1>that's a hard problem, and that's why we use dice, right,

0:21:39.760 --> 0:21:43.240
<v Speaker 1>because it's really difficult, and nobody can practically, like bring

0:21:43.280 --> 0:21:45.800
<v Speaker 1>a mini computer into Las Vegas and use that to

0:21:45.840 --> 0:21:49.000
<v Speaker 1>predict who's going to win it Craps, right though in theory,

0:21:49.320 --> 0:21:52.280
<v Speaker 1>In theory, you could if the universe was deterministic but

0:21:52.520 --> 0:21:56.040
<v Speaker 1>very sensitive to exactly how somebody's rolling the dice. Right,

0:21:56.280 --> 0:21:58.280
<v Speaker 1>when you throw the dice at Craps, if you flip

0:21:58.320 --> 0:22:00.080
<v Speaker 1>it this way or that way, then it's going to

0:22:00.119 --> 0:22:02.440
<v Speaker 1>bounce slightly differently, and how it's going to hit that

0:22:02.960 --> 0:22:05.560
<v Speaker 1>the felt on the table. It's all very very sensitive,

0:22:05.560 --> 0:22:07.959
<v Speaker 1>and a very small change in how you throw it

0:22:07.960 --> 0:22:10.320
<v Speaker 1>can result in a totally different number. That's what we

0:22:10.400 --> 0:22:11.320
<v Speaker 1>mean by chaos.

0:22:12.400 --> 0:22:15.239
<v Speaker 4>It means that it's like the butterfly effect, right, like

0:22:15.400 --> 0:22:18.160
<v Speaker 4>the idea that if you butterfly flaps is wing here,

0:22:18.400 --> 0:22:21.080
<v Speaker 4>it's going to have a huge effect, maybe potentially on

0:22:21.119 --> 0:22:23.280
<v Speaker 4>the weather and on the other side of the world. Right,

0:22:23.359 --> 0:22:25.240
<v Speaker 4>It's like a very sensitive system.

0:22:25.320 --> 0:22:28.359
<v Speaker 1>That's right. The weather is a great example because we

0:22:28.480 --> 0:22:31.040
<v Speaker 1>understand all the processes of weather. I mean, it's hot air,

0:22:31.080 --> 0:22:33.080
<v Speaker 1>it's cold air, it's water. We know that stuff. It's

0:22:33.080 --> 0:22:36.119
<v Speaker 1>pretty simple chemistry. But all together, an entire planet is

0:22:36.240 --> 0:22:40.439
<v Speaker 1>really difficult to describe because it's huge and it's really sensitive. Like,

0:22:40.520 --> 0:22:42.879
<v Speaker 1>as you say, a butterfly flapping its wings in China

0:22:43.440 --> 0:22:46.360
<v Speaker 1>could change the way this air flows, which could change

0:22:46.400 --> 0:22:48.760
<v Speaker 1>the way that air flows, which bounces off this building,

0:22:48.800 --> 0:22:51.160
<v Speaker 1>which turns into a rainstorm, which collides with this cloud

0:22:51.160 --> 0:22:54.119
<v Speaker 1>and causes a hurricane. Right, it's not true that every

0:22:54.160 --> 0:22:56.480
<v Speaker 1>time a butterfly flaps its wings you get a hurricane.

0:22:56.640 --> 0:23:01.760
<v Speaker 4>But sometimes so weather is it's chaotic, but it's not random,

0:23:01.800 --> 0:23:03.960
<v Speaker 4>is that what you're saying? That rand Like, if we

0:23:04.880 --> 0:23:07.320
<v Speaker 4>could keep track of every single butterfly in the world

0:23:07.400 --> 0:23:09.800
<v Speaker 4>flapping its wing, we would be able to predict the

0:23:09.840 --> 0:23:12.960
<v Speaker 4>weather if we had a giant supercomputer the size of

0:23:13.000 --> 0:23:17.199
<v Speaker 4>the Solar System. But since we don't, then weather it

0:23:17.480 --> 0:23:20.360
<v Speaker 4>seems random, But actually it's chaotic.

0:23:20.080 --> 0:23:22.399
<v Speaker 1>Exactly, And that's exactly what scientists are trying to do.

0:23:22.480 --> 0:23:25.640
<v Speaker 1>They're building bigger and bigger and faster computers to try

0:23:25.640 --> 0:23:28.399
<v Speaker 1>to simulate more and more of the Earth's atmosphere to

0:23:28.440 --> 0:23:30.639
<v Speaker 1>get better and better predictions of weather. In fact, I

0:23:30.680 --> 0:23:33.320
<v Speaker 1>think like all the top ten supercomputers in the world

0:23:33.680 --> 0:23:36.400
<v Speaker 1>are devoted to that problem, like modeling the weather, because

0:23:36.520 --> 0:23:39.720
<v Speaker 1>it's important. But you're exactly right, it's actually chaotic, meaning

0:23:39.720 --> 0:23:43.320
<v Speaker 1>it's deterministic but really sensitive to exactly how it started.

0:23:43.600 --> 0:23:46.840
<v Speaker 1>But it seems random because it's too difficult for us

0:23:46.840 --> 0:23:49.439
<v Speaker 1>to calculate, and principle we should be able to, but

0:23:49.520 --> 0:23:52.960
<v Speaker 1>we can't. Another example is flipping a coin. Right, based

0:23:52.960 --> 0:23:54.600
<v Speaker 1>on how you flip the coin, you should be able

0:23:54.600 --> 0:23:56.479
<v Speaker 1>to model how it spins through the air and how

0:23:56.480 --> 0:23:58.439
<v Speaker 1>it bounces off air molecule and how it hits the

0:23:58.440 --> 0:24:01.160
<v Speaker 1>ground and where it lands right, But it's a difficult problem.

0:24:01.280 --> 0:24:03.520
<v Speaker 1>So we can use it to model randomness to say

0:24:03.520 --> 0:24:07.480
<v Speaker 1>it's kind of like randomness. Really it's just chaotic though, But.

0:24:07.480 --> 0:24:11.800
<v Speaker 4>Then if I flip the coin one hundred times, most

0:24:11.960 --> 0:24:14.879
<v Speaker 4>likely half of those times will behead and half of

0:24:14.920 --> 0:24:17.520
<v Speaker 4>those times will be tails. Right, So where does that

0:24:17.720 --> 0:24:20.760
<v Speaker 4>fit into chaos theory? Like why is it predictable on

0:24:20.800 --> 0:24:22.360
<v Speaker 4>a statistical basis?

0:24:22.480 --> 0:24:26.159
<v Speaker 1>Okay, so that's fascinating that's an emergent phenomenon. Right. That says,

0:24:26.440 --> 0:24:29.760
<v Speaker 1>if you understand the tiny little local laws of physics,

0:24:29.840 --> 0:24:32.720
<v Speaker 1>like the laws of how the particles inside the coin move,

0:24:32.920 --> 0:24:35.600
<v Speaker 1>you should be able to predict some larger effect. And

0:24:35.680 --> 0:24:38.280
<v Speaker 1>it's true, there is a simple or description of that

0:24:38.359 --> 0:24:41.200
<v Speaker 1>larger effect, right, if you understand how these things work.

0:24:42.080 --> 0:24:44.280
<v Speaker 1>So physics works on these layers. Right, you can either

0:24:44.359 --> 0:24:46.960
<v Speaker 1>understand it a very low layer and try to model

0:24:47.000 --> 0:24:48.879
<v Speaker 1>it all the way up to a higher layer, or

0:24:48.960 --> 0:24:50.760
<v Speaker 1>you can just try to get an understanding at a

0:24:50.840 --> 0:24:53.760
<v Speaker 1>higher layer, just the same way. You could say, well,

0:24:53.800 --> 0:24:56.880
<v Speaker 1>I can understand the way canniball flies by modeling all

0:24:56.880 --> 0:24:59.120
<v Speaker 1>the particles inside of it, or you could just use

0:24:59.240 --> 0:25:02.120
<v Speaker 1>F equals M, which treats the whole cannonball like one particle.

0:25:02.680 --> 0:25:06.040
<v Speaker 1>That's just a question of at what layer you're modeling something. Right.

0:25:06.359 --> 0:25:11.360
<v Speaker 4>Okay, so a coin is chaotic but not actually random.

0:25:11.040 --> 0:25:13.920
<v Speaker 1>But not actually random yet if the universe is deterministic,

0:25:14.200 --> 0:25:17.119
<v Speaker 1>then a coin is chaotic but not actually random.

0:25:17.280 --> 0:25:19.160
<v Speaker 4>Yeah, okay, got it, got it.

0:25:19.200 --> 0:25:21.399
<v Speaker 1>But then there's the question of that's the really the

0:25:21.480 --> 0:25:25.119
<v Speaker 1>nugget of the question is is the universe deterministic? You know,

0:25:25.200 --> 0:25:28.240
<v Speaker 1>if you have a particle or a billiard ball or

0:25:28.280 --> 0:25:31.200
<v Speaker 1>a cannonball or whatever, and you understand direction it's going,

0:25:31.320 --> 0:25:34.440
<v Speaker 1>can you predict its future out into infinity? Right?

0:25:34.520 --> 0:25:34.720
<v Speaker 5>Right?

0:25:34.760 --> 0:25:36.800
<v Speaker 1>Can you tell exactly what's going to happen?

0:25:37.119 --> 0:25:39.520
<v Speaker 4>But there's so many factors leading up to me tossing

0:25:39.600 --> 0:25:43.119
<v Speaker 4>the coin that it's so unpredictable that it's it's it

0:25:43.200 --> 0:25:44.280
<v Speaker 4>feels random.

0:25:43.960 --> 0:25:46.520
<v Speaker 1>That's right. And so we have to separate between what's

0:25:46.560 --> 0:25:50.080
<v Speaker 1>practical and what's in theory possible. Okay, anything that's chaotic.

0:25:50.080 --> 0:25:52.680
<v Speaker 1>We're saying, in theory, if you knew enough, you could

0:25:52.720 --> 0:25:56.720
<v Speaker 1>predict it, right, whereas but in practice that we can't.

0:25:57.119 --> 0:25:58.400
<v Speaker 1>So it's it's it's.

0:25:58.680 --> 0:26:02.040
<v Speaker 4>So it seems. It seems the random number generators and

0:26:02.080 --> 0:26:04.639
<v Speaker 4>computers when they try to come up with a random number,

0:26:04.680 --> 0:26:07.600
<v Speaker 4>it's not really random, you're saying, it's just an algorithm.

0:26:07.680 --> 0:26:09.000
<v Speaker 4>That's chaotic.

0:26:09.080 --> 0:26:12.600
<v Speaker 1>That's right. Computers, by construction are deterministic, right, We've built

0:26:12.600 --> 0:26:15.480
<v Speaker 1>them to be deterministic. Every time you run a program,

0:26:15.520 --> 0:26:17.240
<v Speaker 1>it should give you the same answer if you give

0:26:17.240 --> 0:26:19.919
<v Speaker 1>it the same input, right, right. There's no way for

0:26:20.000 --> 0:26:22.840
<v Speaker 1>computer to do anything but that. It's like a series

0:26:22.880 --> 0:26:25.560
<v Speaker 1>of logic gates, and you know, how it's implemented is

0:26:25.600 --> 0:26:28.440
<v Speaker 1>not important, but you know, it's a system for doing

0:26:28.480 --> 0:26:31.680
<v Speaker 1>deterministic calculations. That's what a computer is. So it's impossible

0:26:31.720 --> 0:26:34.879
<v Speaker 1>for computer to be truly random. All the random number

0:26:34.880 --> 0:26:38.560
<v Speaker 1>generators in your favorite Python code are actually pseudo random

0:26:38.640 --> 0:26:41.960
<v Speaker 1>number generators. They're just chaotic. They take a seed a

0:26:42.040 --> 0:26:44.399
<v Speaker 1>number to start from, and then they spin off of

0:26:44.400 --> 0:26:46.399
<v Speaker 1>that and generate a sequence of numbers. But if you

0:26:46.400 --> 0:26:48.840
<v Speaker 1>give them the same seed twice, they'll generate the same

0:26:48.960 --> 0:26:50.440
<v Speaker 1>sequence of numbers twice.

0:26:50.720 --> 0:26:52.960
<v Speaker 4>Wow. So like if you're playing a video game and

0:26:53.000 --> 0:26:56.000
<v Speaker 4>you're inside of a virtual world, that world is totally

0:26:56.040 --> 0:26:59.640
<v Speaker 4>determinat absolutely it's been crunched on by a logical computers.

0:26:59.720 --> 0:27:02.760
<v Speaker 1>Exactly. You do the same move every time. You'll kill

0:27:02.800 --> 0:27:05.399
<v Speaker 1>that boss character every single time. And not even in

0:27:05.600 --> 0:27:08.000
<v Speaker 1>silly games like you know, like punch Out, where the

0:27:08.040 --> 0:27:11.040
<v Speaker 1>guy is totally predictable, but even in more complicated ones.

0:27:11.080 --> 0:27:13.399
<v Speaker 1>You know, if you're in the same world and you

0:27:13.400 --> 0:27:15.280
<v Speaker 1>do the same thing, the same things should happen. Because

0:27:15.280 --> 0:27:17.520
<v Speaker 1>computers are not capable of true randomness.

0:27:18.359 --> 0:27:20.720
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<v Speaker 4>So the question is is our universe like a computer simulation? Right? Like,

0:30:54.520 --> 0:30:57.880
<v Speaker 4>the question is is is our universe also being crunched

0:30:57.880 --> 0:31:00.920
<v Speaker 4>by a logical computer that can't be random?

0:31:01.000 --> 0:31:03.360
<v Speaker 1>That's right? And for a long time people thought the

0:31:03.480 --> 0:31:06.000
<v Speaker 1>universe was deterministic. I mean, we were able to predict

0:31:06.040 --> 0:31:09.600
<v Speaker 1>the outcome of every experiment. Things were going along really well.

0:31:09.920 --> 0:31:10.480
<v Speaker 1>And then of.

0:31:10.440 --> 0:31:12.400
<v Speaker 4>Course we can throw a spaceship and land it on

0:31:12.400 --> 0:31:12.760
<v Speaker 4>the moon.

0:31:12.880 --> 0:31:15.560
<v Speaker 1>That's pretty crazy, right, Yeah, that well, that's pretty risky,

0:31:15.560 --> 0:31:18.280
<v Speaker 1>but yeah, that's pretty amazing. You have to certainly have

0:31:18.320 --> 0:31:20.239
<v Speaker 1>confidence in our ability to predict the future if you're

0:31:20.280 --> 0:31:22.600
<v Speaker 1>going to get into that cannon ball and get shot

0:31:22.640 --> 0:31:23.800
<v Speaker 1>out into space. Right.

0:31:25.240 --> 0:31:28.040
<v Speaker 4>Well, I remember in Gratz Cloths, in this classic it's

0:31:28.040 --> 0:31:30.920
<v Speaker 4>called linear dynamical systems. But I remember in class, this

0:31:31.000 --> 0:31:33.520
<v Speaker 4>guy was so the professor was so cocky. He's like,

0:31:33.600 --> 0:31:36.000
<v Speaker 4>of all the technologies that contributed to putting a man

0:31:36.040 --> 0:31:39.560
<v Speaker 4>on the moon, this is the one that made it happen.

0:31:40.680 --> 0:31:41.400
<v Speaker 1>Linear algebra.

0:31:41.560 --> 0:31:43.960
<v Speaker 4>I kind of had this linear algebra equation we would

0:31:44.000 --> 0:31:45.280
<v Speaker 4>not be able to put a man in the mood.

0:31:45.400 --> 0:31:47.720
<v Speaker 4>And so that's how powerful this idea is, right, Like,

0:31:47.760 --> 0:31:50.360
<v Speaker 4>if you can predict f equals in a you can

0:31:50.400 --> 0:31:51.200
<v Speaker 4>put a man on the mood.

0:31:51.280 --> 0:31:54.000
<v Speaker 1>Yeah. No, it's exactly right. And it's given us great

0:31:54.000 --> 0:31:56.240
<v Speaker 1>power over our environment. I mean, everything that we have

0:31:56.400 --> 0:31:59.200
<v Speaker 1>is because we have mastered a lot of the laws

0:31:59.200 --> 0:32:01.120
<v Speaker 1>of our environment and then use them and bent them

0:32:01.120 --> 0:32:04.040
<v Speaker 1>to our will to improve our lives. Right, So it

0:32:04.080 --> 0:32:05.840
<v Speaker 1>certainly works, and we rely in every day, every time

0:32:05.840 --> 0:32:07.800
<v Speaker 1>you get into a car or an airplane, you rely

0:32:07.880 --> 0:32:10.880
<v Speaker 1>on it working the same way it did yesterday, right, right, right,

0:32:11.000 --> 0:32:13.720
<v Speaker 1>So that's that's a relief. But it was about one

0:32:13.760 --> 0:32:16.840
<v Speaker 1>hundred years ago when people started seeing things that they

0:32:16.880 --> 0:32:19.960
<v Speaker 1>couldn't explain, and it was quantum mechanics that told us

0:32:20.000 --> 0:32:23.280
<v Speaker 1>that maybe the universe is not deterministic. Maybe these little

0:32:23.280 --> 0:32:27.360
<v Speaker 1>particles don't follow the same rules that like billiard balls

0:32:27.400 --> 0:32:31.400
<v Speaker 1>and basketballs and larger objects follow, and maybe they're not

0:32:31.480 --> 0:32:35.040
<v Speaker 1>even deterministic, meaning you do the same experiment twice with

0:32:35.120 --> 0:32:38.480
<v Speaker 1>tiny particles, you could get different outcomes even if you

0:32:38.560 --> 0:32:39.960
<v Speaker 1>do it exactly the same way.

0:32:41.160 --> 0:32:43.360
<v Speaker 4>And this all came about when people started noticing that

0:32:43.480 --> 0:32:48.080
<v Speaker 4>like light and things had a minimum size, right, Like

0:32:48.200 --> 0:32:52.200
<v Speaker 4>light doesn't come in infinitely small bits of light, Like

0:32:52.240 --> 0:32:53.400
<v Speaker 4>there's chunks of light.

0:32:53.440 --> 0:32:55.880
<v Speaker 1>That's right. Yeah, Einstein was looking at some experiments it

0:32:55.880 --> 0:32:58.280
<v Speaker 1>didn't quite make sense, and the only way he could

0:32:58.280 --> 0:33:01.400
<v Speaker 1>explain them was if light came in little packets. And

0:33:01.440 --> 0:33:05.160
<v Speaker 1>that's what quantum means. Quantum means a unit or a packet,

0:33:05.560 --> 0:33:08.040
<v Speaker 1>and so he suggested that maybe light comes in these

0:33:08.080 --> 0:33:11.360
<v Speaker 1>little packets. But then it had all these far reaching consequences,

0:33:11.760 --> 0:33:15.120
<v Speaker 1>you know, about light going through mirrors and through prisms,

0:33:15.160 --> 0:33:17.360
<v Speaker 1>and the way people could understand that was only if

0:33:17.600 --> 0:33:20.480
<v Speaker 1>there were various probabilities for things to happen, and they

0:33:20.560 --> 0:33:23.600
<v Speaker 1>began this whole revolution of quantum mechanics, which then Einstein

0:33:23.640 --> 0:33:25.360
<v Speaker 1>tried to put the brakes on, right, He was like, wait,

0:33:25.480 --> 0:33:28.160
<v Speaker 1>hold on a second, guys, this is crazy talk. There's

0:33:28.160 --> 0:33:29.440
<v Speaker 1>no way the universe works this.

0:33:29.440 --> 0:33:33.640
<v Speaker 4>Way, meaning like, this idea of quantum stuff only made

0:33:33.680 --> 0:33:38.240
<v Speaker 4>sense if the universe work based on probabilities, not like deterministically,

0:33:38.520 --> 0:33:41.320
<v Speaker 4>you know, you have to describe things with wave functions,

0:33:41.360 --> 0:33:43.960
<v Speaker 4>and things aren't really like point particles or kind of

0:33:44.000 --> 0:33:45.320
<v Speaker 4>fuzzy things.

0:33:45.360 --> 0:33:47.360
<v Speaker 1>That's exactly the point is that there's this fuzziness in

0:33:47.400 --> 0:33:51.520
<v Speaker 1>the universe and quantum mechanics because there's these minimum sized

0:33:51.560 --> 0:33:53.600
<v Speaker 1>objects and the way they interfere with each other and

0:33:53.640 --> 0:33:56.680
<v Speaker 1>the way the calculations happen. Quantum mechanics predicts that the

0:33:56.760 --> 0:34:00.320
<v Speaker 1>universe is fundamentally random, and it means that, for example,

0:34:00.440 --> 0:34:02.719
<v Speaker 1>you have an electron, you don't know exactly where it is.

0:34:02.920 --> 0:34:06.320
<v Speaker 1>There's a probability distribution that says, most likely it's here,

0:34:06.480 --> 0:34:08.640
<v Speaker 1>maybe it's there, maybe it's somewhere else.

0:34:09.080 --> 0:34:11.880
<v Speaker 4>Is it that we can't is it like a randomness,

0:34:11.920 --> 0:34:15.800
<v Speaker 4>like we can't know where it is, or that there's

0:34:15.840 --> 0:34:18.320
<v Speaker 4>this trade off between like momentum and position.

0:34:19.200 --> 0:34:21.560
<v Speaker 1>Right, that's exactly the right question, and that's exactly what

0:34:21.640 --> 0:34:24.520
<v Speaker 1>people were asking. They looked at these equations and they said, well,

0:34:24.640 --> 0:34:27.640
<v Speaker 1>is it that we can't predict where the electron is,

0:34:27.680 --> 0:34:30.480
<v Speaker 1>like it's totally impossible to predict. Or is it that

0:34:30.760 --> 0:34:33.040
<v Speaker 1>we just don't know where it is that we haven't

0:34:33.080 --> 0:34:35.799
<v Speaker 1>figured it out how to get that information? Right? Does

0:34:35.800 --> 0:34:38.680
<v Speaker 1>the information not exist or do we just not have it?

0:34:39.160 --> 0:34:41.279
<v Speaker 1>And so Einstein is the one who said there must

0:34:41.360 --> 0:34:44.439
<v Speaker 1>be some hidden variable, there must be something that these

0:34:44.480 --> 0:34:47.760
<v Speaker 1>particles are carrying, some piece of information that determines exactly

0:34:47.760 --> 0:34:49.799
<v Speaker 1>what's going to happen to them. But we just don't

0:34:49.840 --> 0:34:51.560
<v Speaker 1>know what it is. Oh I see to him. It

0:34:51.640 --> 0:34:54.200
<v Speaker 1>was crazy to think that you could shoot an electron

0:34:54.280 --> 0:34:57.560
<v Speaker 1>into an experiment twice and get two different answers, but

0:34:57.600 --> 0:35:00.520
<v Speaker 1>that's what appeared to happen. People set up these careful

0:35:00.600 --> 0:35:04.239
<v Speaker 1>experiments where you would shoot a photon one at a time.

0:35:04.280 --> 0:35:08.120
<v Speaker 1>You would shoot photons into an experiment, and every photon

0:35:08.160 --> 0:35:11.560
<v Speaker 1>would do something different, and then as you would accumulate

0:35:11.600 --> 0:35:13.839
<v Speaker 1>a bunch of photons, it would add up to give

0:35:13.880 --> 0:35:16.360
<v Speaker 1>you a distribution that made sense to you, just the

0:35:16.400 --> 0:35:18.520
<v Speaker 1>same way when you flip a coin, you get heads,

0:35:18.520 --> 0:35:20.080
<v Speaker 1>you get tails, you get heads, you get tails. It

0:35:20.120 --> 0:35:23.279
<v Speaker 1>seems random, but eventually it builds up to fifty to fifty. Right.

0:35:23.840 --> 0:35:27.000
<v Speaker 1>Quantum mechanics tells us all we can do is predict

0:35:27.000 --> 0:35:30.480
<v Speaker 1>the eventual distribution. We can say, if you measure a

0:35:30.560 --> 0:35:32.640
<v Speaker 1>thousand electrons, some of them will go here and some

0:35:32.680 --> 0:35:34.680
<v Speaker 1>of them will go there. It says you can't predict

0:35:34.719 --> 0:35:37.920
<v Speaker 1>any individual one. All you can predict is the distribution

0:35:37.960 --> 0:35:38.640
<v Speaker 1>of outcomes.

0:35:39.080 --> 0:35:41.880
<v Speaker 4>So eistin was like, maybe a photon is kind of

0:35:41.920 --> 0:35:44.399
<v Speaker 4>like the coin we were talking about before, Like maybe

0:35:44.480 --> 0:35:46.960
<v Speaker 4>it seems random to us, but really it's just kind

0:35:46.960 --> 0:35:51.799
<v Speaker 4>of this chain of little local events that actually make

0:35:51.880 --> 0:35:55.520
<v Speaker 4>it predictable. That's right, if we knew all that information inside,

0:35:55.680 --> 0:35:57.440
<v Speaker 4>Like maybe it just looks fuzzy to us and we

0:35:57.480 --> 0:35:59.880
<v Speaker 4>can't tell where it is, but inside that part of

0:36:00.360 --> 0:36:01.799
<v Speaker 4>really actually knows where it is.

0:36:01.880 --> 0:36:02.640
<v Speaker 1>It's exactly right.

0:36:02.680 --> 0:36:04.040
<v Speaker 4>That's what he wanted to believe, right.

0:36:03.960 --> 0:36:05.279
<v Speaker 1>That's what he wanted to believe, And you got to

0:36:05.320 --> 0:36:08.120
<v Speaker 1>sympathize with the guy. Right, it's hard to imagine that

0:36:08.160 --> 0:36:11.279
<v Speaker 1>the universe would not be deterministic. I mean, we spent

0:36:11.520 --> 0:36:14.120
<v Speaker 1>hundreds of years building up our confidence in science and

0:36:14.120 --> 0:36:16.600
<v Speaker 1>in physics, especially as being able to predict the future,

0:36:17.000 --> 0:36:20.640
<v Speaker 1>and just of saying, basically, the universe follows rules. Right,

0:36:20.719 --> 0:36:22.359
<v Speaker 1>So now all of a sudden, you're telling us, what

0:36:22.520 --> 0:36:24.280
<v Speaker 1>there's like dice in there?

0:36:23.800 --> 0:36:23.920
<v Speaker 5>Right?

0:36:24.320 --> 0:36:26.400
<v Speaker 1>Is there some randomness? Like every time you shoot an

0:36:26.440 --> 0:36:30.040
<v Speaker 1>electronic experiment, somebody or something or the universe is making

0:36:30.239 --> 0:36:32.440
<v Speaker 1>like a random decision about where it's going to go.

0:36:32.520 --> 0:36:35.719
<v Speaker 1>It seems crazy. So you're absolutely right. And he suggested

0:36:35.760 --> 0:36:38.600
<v Speaker 1>that a simpler explanation is that they're carrying along another

0:36:38.600 --> 0:36:41.319
<v Speaker 1>piece of information that we just don't have access to,

0:36:41.440 --> 0:36:44.400
<v Speaker 1>or can't measure or didn't measure, and that that's actually

0:36:44.400 --> 0:36:47.400
<v Speaker 1>determining in a totally predictable way what's going to happen

0:36:47.440 --> 0:36:49.960
<v Speaker 1>to each particle. That was his solution to the problem.

0:36:50.080 --> 0:36:53.399
<v Speaker 4>Well, he famously said God doesn't play dice, right.

0:36:53.920 --> 0:36:56.520
<v Speaker 1>Famously quoted as saying that I'm not sure he actually did,

0:36:56.560 --> 0:36:58.920
<v Speaker 1>but it's oh, it's really but it's a pretty good

0:36:58.960 --> 0:37:04.439
<v Speaker 1>summary of what he believed fake news about hindsight, Well,

0:37:04.520 --> 0:37:05.920
<v Speaker 1>like a lot of fake news is a kernel of

0:37:05.960 --> 0:37:09.840
<v Speaker 1>truth in it. He certainly wanted to believe in the

0:37:09.880 --> 0:37:12.239
<v Speaker 1>deterministic universe and it made sense to him. And you

0:37:12.320 --> 0:37:14.040
<v Speaker 1>know what it makes sense to me. I mean the

0:37:14.120 --> 0:37:17.800
<v Speaker 1>idea that there's like a true random number generator somewhere

0:37:17.800 --> 0:37:20.680
<v Speaker 1>in the universe that's making a decision every time you

0:37:20.719 --> 0:37:23.799
<v Speaker 1>shoot an electron into something. It doesn't make any sense

0:37:23.800 --> 0:37:26.440
<v Speaker 1>to me intuitively. You know, not that the universe has

0:37:26.480 --> 0:37:29.280
<v Speaker 1>to make sense to me intuitively, but it doesn't.

0:37:31.719 --> 0:37:34.320
<v Speaker 4>So you're saying, the quantum mechanics says that there is

0:37:34.360 --> 0:37:37.799
<v Speaker 4>a randomness in things, and so where is that randomness

0:37:38.160 --> 0:37:41.920
<v Speaker 4>actually in like the position of particles, in their velocity,

0:37:43.520 --> 0:37:47.200
<v Speaker 4>in their like very being, in their energy level. Is

0:37:47.239 --> 0:37:48.560
<v Speaker 4>this randomness of everything?

0:37:48.680 --> 0:37:51.920
<v Speaker 1>Well, there's randomness at every level. I mean there's randomness

0:37:51.960 --> 0:37:55.120
<v Speaker 1>between every time you look at something. So say, for example,

0:37:55.120 --> 0:37:57.880
<v Speaker 1>you measure an electron, you see it's a certain place,

0:37:58.760 --> 0:38:00.920
<v Speaker 1>then you look away, right, because you can't monitor an

0:38:00.920 --> 0:38:04.400
<v Speaker 1>electron every moment or every nanosecond even you look away,

0:38:04.840 --> 0:38:07.680
<v Speaker 1>what does the electron do between when you last saw

0:38:07.680 --> 0:38:09.440
<v Speaker 1>it and when you'll next see it?

0:38:09.640 --> 0:38:11.239
<v Speaker 4>Meaning like, if I know where it is and how

0:38:11.280 --> 0:38:13.440
<v Speaker 4>fast it's going, and then I look away and I

0:38:13.440 --> 0:38:15.480
<v Speaker 4>look again, is it going to be where I think

0:38:15.520 --> 0:38:16.000
<v Speaker 4>it's going to be?

0:38:16.160 --> 0:38:20.800
<v Speaker 1>Yes, exactly. And so every moment of an electron or

0:38:20.840 --> 0:38:24.240
<v Speaker 1>a particle's life is determined by quantum mechanics, which says

0:38:24.520 --> 0:38:27.960
<v Speaker 1>this is a probability distribution. It's not like the electron

0:38:28.040 --> 0:38:30.960
<v Speaker 1>is doing something behind your back. It's got one particular

0:38:31.040 --> 0:38:33.040
<v Speaker 1>path that you're just not aware of behind your back,

0:38:33.320 --> 0:38:35.680
<v Speaker 1>and you just don't know it. It doesn't have a

0:38:35.719 --> 0:38:38.480
<v Speaker 1>specific path. It's not like it goes from A to

0:38:38.680 --> 0:38:42.200
<v Speaker 1>B via a particular path. It has a probability of

0:38:42.440 --> 0:38:45.720
<v Speaker 1>different ways to get there. WHOA And if you don't look,

0:38:45.880 --> 0:38:47.719
<v Speaker 1>then it's sort of doing all of them at once.

0:38:47.800 --> 0:38:50.759
<v Speaker 1>They all have different probabilities, and those probabilities are the

0:38:50.880 --> 0:38:53.439
<v Speaker 1>things determined by the laws of physics. So there still

0:38:53.480 --> 0:38:56.840
<v Speaker 1>are laws. Physics still does tell the universe how to run.

0:38:57.160 --> 0:39:00.279
<v Speaker 1>It's just that those laws are probabilistic. It says, look,

0:39:00.360 --> 0:39:03.080
<v Speaker 1>mister electron, instead of telling you exactly where you're going

0:39:03.120 --> 0:39:04.280
<v Speaker 1>to go, I'm going to say you have a seventy

0:39:04.320 --> 0:39:06.319
<v Speaker 1>percent chance of doing this and a thirty percent chance

0:39:06.360 --> 0:39:06.839
<v Speaker 1>of doing that.

0:39:07.120 --> 0:39:09.480
<v Speaker 4>So that's where the fuzziness and the randomness comes in.

0:39:09.520 --> 0:39:12.080
<v Speaker 4>It's not that it like, it looks fuzzy, it's just

0:39:12.120 --> 0:39:14.680
<v Speaker 4>that it's just hard to predict where it's going to be.

0:39:14.800 --> 0:39:15.480
<v Speaker 1>It's impossible.

0:39:15.480 --> 0:39:17.360
<v Speaker 4>I mean, you know all this information, it's impossible.

0:39:17.400 --> 0:39:21.239
<v Speaker 1>It's impossible to predict the future. Impossible exactly. You can

0:39:21.280 --> 0:39:23.759
<v Speaker 1>predict the various likelihood of this or the likelihood of

0:39:23.840 --> 0:39:26.640
<v Speaker 1>that at the particle level, but you can't say what

0:39:26.640 --> 0:39:29.160
<v Speaker 1>one particle is going to do. Wow, Now Einstein said,

0:39:29.400 --> 0:39:31.959
<v Speaker 1>that's crazy, right, There's no way that's true. There must

0:39:31.960 --> 0:39:33.480
<v Speaker 1>be a way to predict it must be there there's

0:39:33.480 --> 0:39:36.520
<v Speaker 1>some piece of information there. And then some guys came

0:39:36.600 --> 0:39:39.000
<v Speaker 1>up with an experiment. They came up with this crazy experiment.

0:39:39.040 --> 0:39:42.520
<v Speaker 1>It's based on an idea called Bell's inequality. To test

0:39:42.520 --> 0:39:45.279
<v Speaker 1>this theory, they said, let's see if the universe is

0:39:45.360 --> 0:39:48.680
<v Speaker 1>really random, or if there's some hidden piece of information

0:39:48.760 --> 0:39:51.000
<v Speaker 1>that's actually secretly determining things.

0:39:51.000 --> 0:39:54.279
<v Speaker 4>Like let's see if if I really can't predict where

0:39:54.280 --> 0:39:56.920
<v Speaker 4>that electron is going to go, or if it's actually

0:39:57.000 --> 0:39:59.080
<v Speaker 4>like the electron knows, it just won't tell.

0:39:59.000 --> 0:40:02.520
<v Speaker 1>Us, yeah, right, exactly. And so they set up this

0:40:02.600 --> 0:40:06.200
<v Speaker 1>cool experiment where they took a particle and they had

0:40:06.200 --> 0:40:09.160
<v Speaker 1>to shoot out two particles in opposite directions. And those

0:40:09.200 --> 0:40:12.640
<v Speaker 1>particles are therefore connected because they have to conserve momentum

0:40:12.680 --> 0:40:14.920
<v Speaker 1>and they have to conserve energy and have to conserve spin.

0:40:15.480 --> 0:40:17.359
<v Speaker 1>And so if you know something about one particle, then

0:40:17.400 --> 0:40:20.160
<v Speaker 1>you know something about the other particle. But both particles

0:40:20.200 --> 0:40:22.959
<v Speaker 1>have equal probability to be like spin up or spin down,

0:40:23.120 --> 0:40:25.120
<v Speaker 1>or point this way, a point the other way. But

0:40:25.239 --> 0:40:27.920
<v Speaker 1>you know something about the combination of the two. And

0:40:28.000 --> 0:40:30.719
<v Speaker 1>so they came up with this really ingenious experiment to

0:40:30.800 --> 0:40:33.560
<v Speaker 1>measure how often you saw one spin up and one

0:40:33.600 --> 0:40:36.920
<v Speaker 1>spin down, for example, and based on the outcome of that,

0:40:36.960 --> 0:40:40.800
<v Speaker 1>you could tell whether there was a secret, hidden piece

0:40:40.800 --> 0:40:44.239
<v Speaker 1>of information that was controlling both particles, or whether they

0:40:44.239 --> 0:40:47.120
<v Speaker 1>were both truly random. And the experiments are conclusive, and

0:40:47.120 --> 0:40:50.319
<v Speaker 1>it's been done as zillion times, and the experiment tells

0:40:50.400 --> 0:40:53.320
<v Speaker 1>us that the universe at its core really is random.

0:40:53.680 --> 0:40:56.480
<v Speaker 1>It's making a random decision every time you look at

0:40:56.480 --> 0:40:57.160
<v Speaker 1>these particles.

0:40:57.640 --> 0:41:00.759
<v Speaker 4>So beyond the shadow of a doubt, we know that

0:41:00.840 --> 0:41:02.040
<v Speaker 4>the universe is random.

0:41:02.080 --> 0:41:04.040
<v Speaker 1>The universe is random absolutely.

0:41:04.280 --> 0:41:05.080
<v Speaker 4>There's no.

0:41:06.400 --> 0:41:09.800
<v Speaker 1>There's no escape clause, there's no if hands or butts,

0:41:09.840 --> 0:41:13.520
<v Speaker 1>there's no there's no loopholes. The universe at the particle

0:41:13.560 --> 0:41:16.760
<v Speaker 1>level is really random. Now, you said something really interesting earlier.

0:41:17.239 --> 0:41:19.839
<v Speaker 1>You know, even if the universe is random at the

0:41:19.880 --> 0:41:23.000
<v Speaker 1>lowest level, that doesn't necessarily mean that it's random at

0:41:23.040 --> 0:41:26.399
<v Speaker 1>other levels, right, Like we still got to the moon. Right.

0:41:26.440 --> 0:41:28.279
<v Speaker 1>It's not like we're saying science doesn't work or you

0:41:28.280 --> 0:41:31.440
<v Speaker 1>shouldn't get in that airplane. Right. Science works at at

0:41:31.480 --> 0:41:33.680
<v Speaker 1>different levels. And even if it's random at the very

0:41:33.760 --> 0:41:38.080
<v Speaker 1>very small level, doesn't mean that on average it's really predictable, right, Like,

0:41:38.200 --> 0:41:41.200
<v Speaker 1>we do know how basketballs bounce, right, And that's because

0:41:41.480 --> 0:41:44.600
<v Speaker 1>the randomness only applies to these tiny little particles, and

0:41:44.920 --> 0:41:47.160
<v Speaker 1>over the ten to the thirty or whatever particles and

0:41:47.200 --> 0:41:50.759
<v Speaker 1>a basketball, that all averages out to something very very predictable.

0:41:51.040 --> 0:41:54.960
<v Speaker 4>Wow, So like random events Canada add up to predictable events?

0:41:55.040 --> 0:41:55.919
<v Speaker 4>Is that kind of what you're saying?

0:41:56.000 --> 0:41:59.200
<v Speaker 1>Yeah, exactly, Like you can't tell how any individual voter

0:41:59.400 --> 0:42:02.040
<v Speaker 1>is going to vote, but if you've done enough polls

0:42:02.040 --> 0:42:04.239
<v Speaker 1>you can tell you know how the nation is going

0:42:04.280 --> 0:42:06.200
<v Speaker 1>to vote at a certain election.

0:42:06.320 --> 0:42:08.480
<v Speaker 4>That worked out so well in the twenty sixteen election.

0:42:09.400 --> 0:42:10.840
<v Speaker 1>Yeah, maybe that wasn't the best.

0:42:10.640 --> 0:42:19.120
<v Speaker 4>Example totally predictable. At the level of particles, there is randomness,

0:42:19.440 --> 0:42:24.239
<v Speaker 4>but maybe in the macroscale things are fairly predictable. Yeah,

0:42:24.320 --> 0:42:26.160
<v Speaker 4>but how does that affect things like free will? Does

0:42:26.200 --> 0:42:31.399
<v Speaker 4>that mean that, like my brain, does quantum randomness give

0:42:31.480 --> 0:42:34.759
<v Speaker 4>me some sort of unpredictability or free will as you

0:42:34.840 --> 0:42:38.160
<v Speaker 4>might call it, Or is my brain also very predictable

0:42:38.640 --> 0:42:39.440
<v Speaker 4>in the long run.

0:42:39.560 --> 0:42:42.839
<v Speaker 1>It's a great question, and into this tiny crack in determinism,

0:42:42.880 --> 0:42:45.040
<v Speaker 1>you know, saying that at the particle level things are

0:42:45.040 --> 0:42:49.960
<v Speaker 1>truly random, and there's flooded and enormous literature of consciousness

0:42:49.960 --> 0:42:53.160
<v Speaker 1>and all sorts of philosophy that try to connect free

0:42:53.239 --> 0:42:56.040
<v Speaker 1>will to quantum randomness, you know, to say that this

0:42:56.160 --> 0:42:58.320
<v Speaker 1>is the whole we needed, This is what breaks determinism

0:42:58.360 --> 0:43:01.880
<v Speaker 1>and allows for me and my soul and God and

0:43:01.920 --> 0:43:03.719
<v Speaker 1>all the and and all the things you want to

0:43:03.760 --> 0:43:07.680
<v Speaker 1>cram into your universe. Right, I'm not convinced that quantum

0:43:07.680 --> 0:43:10.960
<v Speaker 1>mechanics allows for free will, or for souls or you know,

0:43:11.040 --> 0:43:14.200
<v Speaker 1>for all that kind of stuff, but it certainly does

0:43:14.320 --> 0:43:17.799
<v Speaker 1>dismantle the deterministic watchlike universe that we thought we had.

0:43:18.280 --> 0:43:20.880
<v Speaker 4>M So, just because something is random doesn't mean you

0:43:20.880 --> 0:43:21.399
<v Speaker 4>have free will.

0:43:21.480 --> 0:43:26.360
<v Speaker 1>Like it's just random, yeah, exactly, exactly. And so to

0:43:26.400 --> 0:43:29.279
<v Speaker 1>answer the question, you know, is the universe random or

0:43:29.360 --> 0:43:31.759
<v Speaker 1>is it chaotic? Turns out it's kind of both. Right,

0:43:32.320 --> 0:43:36.080
<v Speaker 1>It's random at the particle level, but it's chaotic at

0:43:36.120 --> 0:43:39.000
<v Speaker 1>the macroscopic level. Right. Things do seem to be fairly

0:43:39.000 --> 0:43:42.080
<v Speaker 1>deterministic at the macroscopic level, but then again they're too

0:43:42.200 --> 0:43:45.560
<v Speaker 1>chaotic to really to really model. So it's not like

0:43:45.600 --> 0:43:46.520
<v Speaker 1>you can predict the weather.

0:43:46.760 --> 0:43:48.640
<v Speaker 4>It's kind of a progression. Like it's random at the

0:43:48.680 --> 0:43:52.320
<v Speaker 4>particle level, it's kind of deterministic at a medium range level,

0:43:52.360 --> 0:43:54.360
<v Speaker 4>but then as you get to larger and larger systems,

0:43:54.360 --> 0:43:57.680
<v Speaker 4>then it's chaotic and it's practically unpredictable.

0:43:57.840 --> 0:44:01.200
<v Speaker 1>Yeah, yeah, exactly right. So any answer you want there's

0:44:01.440 --> 0:44:02.839
<v Speaker 1>some place in the universe.

0:44:02.520 --> 0:44:10.080
<v Speaker 4>Is yeah, I just pick a random, random answer and

0:44:10.120 --> 0:44:10.400
<v Speaker 4>it will be.

0:44:10.719 --> 0:44:13.239
<v Speaker 1>So maybe that's why people answered it's such a such

0:44:13.280 --> 0:44:16.919
<v Speaker 1>streams of gibberish to our question, because because they really

0:44:16.920 --> 0:44:19.880
<v Speaker 1>deeply understood that the universe was both random and chaotic.

0:44:20.440 --> 0:44:22.680
<v Speaker 4>Wow, wisdom of the crowd.

0:44:22.840 --> 0:44:25.360
<v Speaker 1>Wisdom of the crowd. Exactly, you average over ten random

0:44:25.400 --> 0:44:28.120
<v Speaker 1>people and there is some insight. Yeah, exactly. That's the

0:44:28.120 --> 0:44:29.120
<v Speaker 1>whole that's the whole problem.

0:44:29.200 --> 0:44:31.399
<v Speaker 4>The answer is the answer is yes.

0:44:33.080 --> 0:44:34.920
<v Speaker 1>So I think it's it's fun to think about that

0:44:34.960 --> 0:44:36.960
<v Speaker 1>in ste of the larger context. You know, like we

0:44:37.040 --> 0:44:39.839
<v Speaker 1>started off thinking the universe was crazy, then we started

0:44:39.840 --> 0:44:41.719
<v Speaker 1>to get some grips on it. Then we felt like, oh,

0:44:41.920 --> 0:44:44.000
<v Speaker 1>maybe the universe is sort of too tight a grip

0:44:44.040 --> 0:44:46.440
<v Speaker 1>on us because it seems deterministic, and they we've got

0:44:46.480 --> 0:44:49.080
<v Speaker 1>this crack thanks to quantum mechanics that says it's random.

0:44:49.120 --> 0:44:51.480
<v Speaker 1>But I don't really know how comfortable people are with

0:44:51.520 --> 0:44:54.320
<v Speaker 1>that crack, you know, to think that the universe doesn't

0:44:54.920 --> 0:44:56.839
<v Speaker 1>know what it's going to do at any moment, like

0:44:56.840 --> 0:44:59.120
<v Speaker 1>they could do this, it could do that. That's sort

0:44:59.120 --> 0:45:03.040
<v Speaker 1>of terrifying. I stand Einstein's fear. That Einstein's dislike or

0:45:03.080 --> 0:45:05.960
<v Speaker 1>disdain for that, and that leaves us in a sort

0:45:05.960 --> 0:45:06.960
<v Speaker 1>of uncomfortable position.

0:45:07.160 --> 0:45:09.399
<v Speaker 4>And it might get even crazier, right, Like, let's say

0:45:09.400 --> 0:45:12.200
<v Speaker 4>that we build quantum computers and then there's AI based

0:45:12.239 --> 0:45:15.560
<v Speaker 4>on quantum computers. That that would be even crazier.

0:45:15.640 --> 0:45:17.560
<v Speaker 1>Right, Yeah, I'd love to read that science fiction novel

0:45:17.760 --> 0:45:20.560
<v Speaker 1>that's that's how AI develops free will, Right.

0:45:20.520 --> 0:45:30.040
<v Speaker 4>Quantum computers maybe more than us, That's exactly right. All right, Well,

0:45:30.040 --> 0:45:32.200
<v Speaker 4>thank you for joining us. I hope that didn't seem

0:45:32.239 --> 0:45:34.960
<v Speaker 4>like a random, random or chaotic discussion.

0:45:35.360 --> 0:45:38.320
<v Speaker 1>But those are really fun topics. I think it's super

0:45:38.320 --> 0:45:40.200
<v Speaker 1>fun to try to wrap your mind around those things.

0:45:40.600 --> 0:45:42.720
<v Speaker 1>And you know, one of the basic questions of physics

0:45:42.800 --> 0:45:44.759
<v Speaker 1>is not just what is the world made out or

0:45:44.840 --> 0:45:46.880
<v Speaker 1>what are the bits and pieces? But like what are

0:45:46.920 --> 0:45:49.640
<v Speaker 1>the rules? And are there rules? And and you know,

0:45:49.719 --> 0:45:51.520
<v Speaker 1>can we ever understand it? To me, that's one of

0:45:51.520 --> 0:45:54.040
<v Speaker 1>the deepest questions of science, and this goes right to

0:45:54.080 --> 0:45:54.560
<v Speaker 1>the heart of it.

0:45:54.800 --> 0:45:58.120
<v Speaker 4>So if you're a butterfly out there, keep on flam exactly.

0:46:07.760 --> 0:46:10.080
<v Speaker 1>If you still have a question after listening to all

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<v Speaker 1>these explanations, please drop us a line. We'd love to

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<v Speaker 1>hear from you. You can find us at Facebook, Twitter,

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