Steven Strogatz: How things in nature tend to sync up

235,471 views ・ 2008-12-23

TED


Please double-click on the English subtitles below to play the video.

00:19
I was trying to think, how is sync connected to happiness,
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and it occurred to me that for some reason we take pleasure in synchronizing.
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We like to dance together, we like singing together.
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And so, if you'll put up with this, I would like to enlist your help
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with a first experiment today. The experiment is --
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and I notice, by the way, that when you applauded,
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that you did it in a typical North American way,
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that is, you were raucous and incoherent.
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You were not organized. It didn't even occur to you to clap in unison.
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Do you think you could do it? I would like to see if this audience would --
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no, you haven't practiced, as far as I know --
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can you get it together to clap in sync?
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(Clapping)
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Whoa! Now, that's what we call emergent behavior.
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(Laughter)
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So I didn't expect that, but -- I mean, I expected you could synchronize.
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It didn't occur to me you'd increase your frequency.
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It's interesting.
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(Laughter)
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So what do we make of that? First of all, we know that you're all brilliant.
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This is a room full of intelligent people, highly sensitive.
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Some trained musicians out there.
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Is that what enabled you to synchronize?
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So to put the question a little more seriously,
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let's ask ourselves what are the minimum requirements for what you just did,
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for spontaneous synchronization.
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Do you need, for instance, to be as smart as you are?
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Do you even need a brain at all just to synchronize?
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Do you need to be alive? I mean, that's a spooky thought, right?
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Inanimate objects that might spontaneously synchronize themselves.
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It's real. In fact, I'll try to explain today that sync is maybe one of,
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if not one of the most, perhaps the most pervasive drive in all of nature.
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It extends from the subatomic scale to the farthest reaches of the cosmos.
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It's a deep tendency toward order in nature
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that opposes what we've all been taught about entropy.
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I mean, I'm not saying the law of entropy is wrong -- it's not.
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But there is a countervailing force in the universe --
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the tendency towards spontaneous order. And so that's our theme.
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Now, to get into that, let me begin with what might have occurred to you immediately
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when you hear that we're talking about synchrony in nature,
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which is the glorious example of birds that flock together,
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or fish swimming in organized schools.
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So these are not particularly intelligent creatures,
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and yet, as we'll see, they exhibit beautiful ballets.
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03:15
This is from a BBC show called "Predators,"
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and what we're looking at here are examples of synchrony that have to do with defense.
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When you're small and vulnerable, like these starlings,
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or like the fish, it helps to swarm to avoid predators, to confuse predators.
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Let me be quiet for a second because this is so gorgeous.
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For a long time, biologists were puzzled by this behavior,
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wondering how it could be possible.
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We're so used to choreography giving rise to synchrony.
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These creatures are not choreographed.
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They're choreographing themselves.
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And only today is science starting to figure out how it works.
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04:13
I'll show you a computer model made by Iain Couzin, a researcher at Oxford,
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that shows how swarms work.
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There are just three simple rules.
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First, all the individuals are only aware of their nearest neighbors.
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Second, all the individuals have a tendency to line up.
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And third, they're all attracted to each other,
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but they try to keep a small distance apart.
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And when you build those three rules in,
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automatically you start to see swarms
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that look very much like fish schools or bird flocks.
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Now, fish like to stay close together, about a body length apart.
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Birds try to stay about three or four body lengths apart.
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But except for that difference, the rules are the same for both.
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Now, all this changes when a predator enters the scene.
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There's a fourth rule: when a predator's coming, get out of the way.
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Here on the model you see the predator attacking.
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The prey move out in random directions,
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and then the rule of attraction brings them back together again,
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so there's this constant splitting and reforming.
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And you see that in nature.
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Keep in mind that, although it looks as if each individual is acting to cooperate,
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what's really going on is a kind of selfish Darwinian behavior.
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Each is scattering away at random to try to save its scales or feathers.
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That is, out of the desire to save itself,
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each creature is following these rules,
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and that leads to something that's safe for all of them.
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Even though it looks like they're thinking as a group, they're not.
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You might wonder what exactly is the advantage to being in a swarm,
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so you can think of several.
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As I say, if you're in a swarm, your odds of being the unlucky one
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are reduced as compared to a small group.
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There are many eyes to spot danger.
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And you'll see in the example with the starlings, with the birds,
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when this peregrine hawk is about to attack them,
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that actually waves of panic can propagate,
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sending messages over great distances.
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You'll see -- let's see, it's coming up possibly at the very end -- maybe not.
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Information can be sent over half a kilometer away
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in a very short time through this mechanism.
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Yes, it's happening here.
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See if you can see those waves propagating through the swarm.
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It's beautiful. The birds are, we sort of understand, we think,
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from that computer model, what's going on.
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As I say, it's just those three simple rules,
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plus the one about watch out for predators.
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There doesn't seem to be anything mystical about this.
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We don't, however, really understand at a mathematical level.
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I'm a mathematician. We would like to be able to understand better.
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I mean, I showed you a computer model, but a computer is not understanding.
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A computer is, in a way, just another experiment.
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We would really like to have a deeper insight into how this works
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and to understand, you know, exactly where this organization comes from.
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How do the rules give rise to the patterns?
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There is one case that we have begun to understand better,
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and it's the case of fireflies.
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If you see fireflies in North America,
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like so many North American sorts of things,
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they tend to be independent operators. They ignore each other.
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They each do their own thing, flashing on and off,
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paying no attention to their neighbors.
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But in Southeast Asia -- places like Thailand or Malaysia or Borneo --
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there's a beautiful cooperative behavior that occurs among male fireflies.
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You can see it every night along the river banks.
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The trees, mangrove trees, are filled with fireflies communicating with light.
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Specifically, it's male fireflies who are all flashing in perfect time together,
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in perfect synchrony, to reinforce a message to the females.
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And the message, as you can imagine, is "Come hither. Mate with me."
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(Music)
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In a second I'm going to show you a slow motion of a single firefly
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so that you can get a sense. This is a single frame.
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Then on, and then off -- a 30th of a second, there.
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And then watch this whole river bank, and watch how precise the synchrony is.
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On, more on and then off.
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The combined light from these beetles -- these are actually tiny beetles --
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is so bright that fishermen out at sea can use them
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as navigating beacons to find their way back to their home rivers. It's stunning.
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For a long time it was not believed
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when the first Western travelers, like Sir Francis Drake,
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went to Thailand and came back with tales of this unbelievable spectacle.
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No one believed them.
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We don't see anything like this in Europe or in the West.
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And for a long time, even after it was documented,
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it was thought to be some kind of optical illusion.
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Scientific papers were published saying it was twitching eyelids
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that explained it, or, you know, a human being's tendency
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to see patterns where there are none.
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But I hope you've convinced yourself now, with this nighttime video,
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that they really were very well synchronized.
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Okay, well, the issue then is, do we need to be alive
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to see this kind of spontaneous order,
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and I've already hinted that the answer is no.
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Well, you don't have to be a whole creature.
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You can even be just a single cell.
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Like, take, for instance, your pacemaker cells in your heart right now.
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They're keeping you alive.
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Every beat of your heart depends on this crucial region, the sinoatrial node,
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which has about 10,000 independent cells that would each beep,
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have an electrical rhythm -- a voltage up and down --
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to send a signal to the ventricles to pump.
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Now, your pacemaker is not a single cell.
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It's this democracy of 10,000 cells that all have to fire in unison
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for the pacemaker to work correctly.
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I don't want to give you the idea that synchrony is always a good idea.
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If you have epilepsy, there is an instance of billions of brain cells, or at least millions,
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discharging in pathological concert.
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So this tendency towards order is not always a good thing.
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You don't have to be alive. You don't have to be even a single cell.
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If you look, for instance, at how lasers work,
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that would be a case of atomic synchrony.
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In a laser, what makes laser light so different from the light above my head here
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is that this light is incoherent --
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many different colors and different frequencies,
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sort of like the way you clapped initially --
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but if you were a laser, it would be rhythmic applause.
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It would be all atoms pulsating in unison,
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emitting light of one color, one frequency.
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Now comes the very risky part of my talk,
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which is to demonstrate that inanimate things can synchronize.
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Hold your breath for me.
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What I have here are two empty water bottles.
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This is not Keith Barry doing a magic trick.
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This is a klutz just playing with some water bottles.
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I have some metronomes here.
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Can you hear that?
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All right, so, I've got a metronome,
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and it's the world's smallest metronome, the -- well, I shouldn't advertise.
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Anyway, so this is the world's smallest metronome.
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I've set it on the fastest setting, and I'm going to now take
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another one set to the same setting.
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We can try this first. If I just put them on the table together,
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there's no reason for them to synchronize, and they probably won't.
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Maybe you'd better listen to them. I'll stand here.
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What I'm hoping is that they might just drift apart
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because their frequencies aren't perfectly the same.
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Right? They did.
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They were in sync for a while, but then they drifted apart.
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And the reason is that they're not able to communicate.
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Now, you might think that's a bizarre idea.
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How can metronomes communicate?
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Well, they can communicate through mechanical forces.
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So I'm going to give them a chance to do that.
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I also want to wind this one up a bit. How can they communicate?
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I'm going to put them on a movable platform,
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which is the "Guide to Graduate Study at Cornell." Okay? So here it is.
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Let's see if we can get this to work.
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My wife pointed out to me that it will work better if I put both on at the same time
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because otherwise the whole thing will tip over.
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All right. So there we go. Let's see. OK, I'm not trying to cheat --
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let me start them out of sync. No, hard to even do that.
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(Applause)
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All right. So before any one goes out of sync, I'll just put those right there.
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(Laughter)
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Now, that might seem a bit whimsical,
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but this pervasiveness of this tendency towards spontaneous order
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sometimes has unexpected consequences.
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And a clear case of that,
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was something that happened in London in the year 2000.
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The Millennium Bridge was supposed to be the pride of London --
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a beautiful new footbridge erected across the Thames,
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first river crossing in over 100 years in London.
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There was a big competition for the design of this bridge,
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and the winning proposal was submitted by an unusual team --
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in the TED spirit, actually -- of an architect --
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perhaps the greatest architect in the United Kingdom, Lord Norman Foster --
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working with an artist, a sculptor, Sir Anthony Caro,
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and an engineering firm, Ove Arup.
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And together they submitted a design based on Lord Foster's vision,
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which was -- he remembered as a kid reading Flash Gordon comic books,
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and he said that when Flash Gordon would come to an abyss,
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he would shoot what today would be a kind of a light saber.
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He would shoot his light saber across the abyss, making a blade of light,
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and then scamper across on this blade of light.
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He said, "That's the vision I want to give to London.
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I want a blade of light across the Thames."
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So they built the blade of light,
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and it's a very thin ribbon of steel, the world's --
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probably the flattest and thinnest suspension bridge there is,
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with cables that are out on the side.
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You're used to suspension bridges with big droopy cables on the top.
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These cables were on the side of the bridge,
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like if you took a rubber band and stretched it taut across the Thames --
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that's what's holding up this bridge.
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Now, everyone was very excited to try it out.
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On opening day, thousands of Londoners came out, and something happened.
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And within two days the bridge was closed to the public.
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So I want to first show you some interviews with people
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who were on the bridge on opening day, who will describe what happened.
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Man: It really started moving sideways and slightly up and down,
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rather like being on the boat.
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Woman: Yeah, it felt unstable, and it was very windy,
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and I remember it had lots of flags up and down the sides, so you could definitely --
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there was something going on sideways, it felt, maybe.
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Interviewer: Not up and down? Boy: No.
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Interviewer: And not forwards and backwards? Boy: No.
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Interviewer: Just sideways. About how much was it moving, do you think?
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Boy: It was about --
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Interviewer: I mean, that much, or this much?
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Boy: About the second one.
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Interviewer: This much? Boy: Yeah.
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Man: It was at least six, six to eight inches, I would have thought.
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Interviewer: Right, so, at least this much? Man: Oh, yes.
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Woman: I remember wanting to get off.
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Interviewer: Oh, did you? Woman: Yeah. It felt odd.
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Interviewer: So it was enough to be scary? Woman: Yeah, but I thought that was just me.
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Interviewer: Ah! Now, tell me why you had to do this?
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Boy: We had to do this because, to keep in balance
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because if you didn't keep your balance,
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then you would just fall over about, like, to the left or right, about 45 degrees.
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Interviewer: So just show me how you walk normally. Right.
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And then show me what it was like when the bridge started to go. Right.
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So you had to deliberately push your feet out sideways and --
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oh, and short steps?
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Man: That's right. And it seemed obvious to me
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that it was probably the number of people on it.
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Interviewer: Were they deliberately walking in step, or anything like that?
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Man: No, they just had to conform to the movement of the bridge.
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Steven Strogatz: All right, so that already gives you a hint of what happened.
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Think of the bridge as being like this platform.
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Think of the people as being like metronomes.
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Now, you might not be used to thinking of yourself as a metronome,
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but after all, we do walk like -- I mean, we oscillate back and forth as we walk.
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And especially if we start to walk like those people did, right?
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They all showed this strange sort of skating gait
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that they adopted once the bridge started to move.
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And so let me show you now the footage of the bridge.
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But also, after you see the bridge on opening day, you'll see an interesting clip
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of work done by a bridge engineer at Cambridge named Allan McRobie,
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who figured out what happened on the bridge,
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and who built a bridge simulator to explain exactly what the problem was.
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It was a kind of unintended positive feedback loop
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between the way the people walked and the way the bridge began to move,
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that engineers knew nothing about.
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Actually, I think the first person you'll see
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is the young engineer who was put in charge of this project. Okay.
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(Video) Interviewer: Did anyone get hurt? Engineer: No.
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Interviewer: Right. So it was quite small -- Engineer: Yes. Interviewer: -- but real?
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Engineer: Absolutely. Interviewer: You thought, "Oh, bother."
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Engineer: I felt I was disappointed about it.
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We'd spent a lot of time designing this bridge, and we'd analyzed it,
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we'd checked it to codes -- to heavier loads than the codes --
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and here it was doing something that we didn't know about.
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Interviewer: You didn't expect. Engineer: Exactly.
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Narrator: The most dramatic and shocking footage
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shows whole sections of the crowd -- hundreds of people --
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apparently rocking from side to side in unison,
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not only with each other, but with the bridge.
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This synchronized movement seemed to be driving the bridge.
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But how could the crowd become synchronized?
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Was there something special about the Millennium Bridge that caused this effect?
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This was to be the focus of the investigation.
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Interviewer: Well, at last the simulated bridge is finished, and I can make it wobble.
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Now, Allan, this is all your fault, isn't it? Allan McRobie: Yes.
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Interviewer: You designed this, yes, this simulated bridge,
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and this, you reckon, mimics the action of the real bridge?
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AM: It captures a lot of the physics, yes.
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Interviewer: Right. So if we get on it, we should be able to wobble it, yes?
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Allan McRobie is a bridge engineer from Cambridge who wrote to me,
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suggesting that a bridge simulator ought to wobble
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in the same way as the real bridge --
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provided we hung it on pendulums of exactly the right length.
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AM: This one's only a couple of tons, so it's fairly easy to get going.
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Just by walking. Interviewer: Well, it's certainly going now.
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AM: It doesn't have to be a real dangle. Just walk. It starts to go.
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Interviewer: It's actually quite difficult to walk.
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You have to be careful where you put your feet down, don't you,
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because if you get it wrong, it just throws you off your feet.
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AM: It certainly affects the way you walk, yes. You can't walk normally on it.
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Interviewer: No. If you try and put one foot in front of another,
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it's moving your feet away from under you. AM: Yes.
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Interviewer: So you've got to put your feet out sideways.
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So already, the simulator is making me walk in exactly the same way
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as our witnesses walked on the real bridge.
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AM: ... ice-skating gait. There isn't all this sort of snake way of walking.
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Interviewer: For a more convincing experiment,
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I wanted my own opening-day crowd, the sound check team.
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Their instructions: just walk normally.
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It's really intriguing because none of these people is trying to drive it.
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They're all having some difficulty walking.
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And the only way you can walk comfortably is by getting in step.
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But then, of course, everyone is driving the bridge.
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You can't help it. You're actually forced by the movement of the bridge to get into step,
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and therefore to drive it to move further.
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SS: All right, well, with that from the Ministry of Silly Walks,
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maybe I'd better end. I see I've gone over.
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But I hope that you'll go outside and see the world in a new way,
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to see all the amazing synchrony around us. Thank you.
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(Applause)
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