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Game Theory is Broken

February 25, 2024
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Welcome back to Gary's economics.

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Today, we are going to teach you some game theory.

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Learning about game theory can teach us a lot about,

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number one, how modern economists think.

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And number two,

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I've been thinking about it a lot recently

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with regards to

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difficulties I've been having and difficulties

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I think we are going to have

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with regards to fixing our economic system.

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So we're going to go through that today.

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Okay, so first,

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a very quick introduction of what game theory is.

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So game theory is a very popular field of economics.

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Well,

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it's a field of mathematics, really,

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which is popular nowadays in economics,

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where you

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basically turn real life situations into gains.

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You say there's a certain number of players,

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maybe you and me, a two player game.

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We make moves,

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we play against each other and we get outcomes.

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And through game theory,

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we can analyse what you're going to do,

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what I'm going to do,

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what you should do,

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what I should do,

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and hopefully we play the game better.

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What I'm going to do today

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is I'm going to explain to you the simplest

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and probably most famous game in game theory,

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which is called The Prisoner's Dilemma.

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Now, this is a super popular game

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and it's been used by a lot of economists

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to basically defend the idea that

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people are selfish.

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And the best way to understand is to explain the game.

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Okay, so in The Prisoner's Dilemma,

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you've got two prisoner's

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they've been arrested for doing something wrong.

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It could be anything.

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Let's assume they've been arrested

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for running a YouTube channel

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that says the government is full of idiots

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and the police are sitting

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these two prisoners down in separate rooms,

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and they've got a little bit of evidence

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on both of these prisoners,

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but not enough to really,

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really hit them, put them in prison for a long time.

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So what they're trying to do is, they're trying to

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get both of the prisoners

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to grass on each other,

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to give information on one another.

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And the way they do that is they say,

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listen, if you grass on

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your friend, the other prisoner,

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then we’ll reduce your prison time.

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And the way that they set this game up is like this.

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Okay, so there's two players in this game.

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Let's assume it's you and me.

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you and me

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and basically we only have...

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It's a very, very simple game.

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We only have one choice to make each,

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which is whether or not we grass on each other.

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And that means

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there are four possible outcomes in this game,

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which is

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either we both grass

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or we both stay silent

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or you grass and I stay silent or I grass

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and you stay silent.

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So I'm drawing out a diagram here,

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which basically covers

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all the four situations in the game,

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and we can view it as basically a move from you.

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So in this diagram,

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your two options are listed here on the top.

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Grass on the left, stay silent on the right.

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My two options are listed down the side.

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Grass on the top, stay silent on the bottom.

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So this covers all the four situations.

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And the police have set it up

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so that they want you to grass.

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So they say to you, if you grass

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and your friend doesn't grass,

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So I don’t grass, we’ll

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let you go away completely free

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and we'll send your friend to jail for ten years.

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So this is the situation here where you grass

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and I stay silent. So it's this bottom left situation.

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And in that case

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they give you zero years and they give me ten years

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and they make the same offer to me.

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So if I grass and you stay silent, you'll get ten years

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and I'll get zero years.

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If we both stay silent, then they don't have much

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evidence on us at all.

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So they can only give us one year each.

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So that's this bottom right corner.

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We both stay silent. You one year, me one year.

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If we both grass,

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then they've got a lot of evidence on both of us

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and they'll put us both in jail for five years.

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That's this top left corner, we both grass.

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Okay, so now we've got the basic set-up of the game.

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We can start to analyse it

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from a game theory perspective.

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And what game theory will tell us to do is

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consider your situation.

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Now, you could be in one of two situations.

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Situation number one is I'm grassing on you.

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And situation number two is I'm silent

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and I'm not grassing on you.

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So you analyse what you should do in both situations.

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Now consider I'm grassing on you.

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Now you have a choice.

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Either you grass on me and you get five years

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or you don't grass on me and you get ten years.

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So what game theory will say is, now

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we've really simplified this game.

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If Gary grasses on you,

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your choice is five years

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in prison or ten years in prison.

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Obviously, five years is better,

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so if I grass on you, you should grass.

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That's your strategy.

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If Gary grasses, you should grass.

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Now situation number two.

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What if Gary stays silent. Well now you have a choice.

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Either you grass on me

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and you get zero years in prison, you get to go free

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or you don't grass on me

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and you get one year in prison.

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Now you have a choice.

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Zero years in prison or one year in prison.

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Zero years in prison

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is obviously better than one year in prison.

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So again, you should grass.

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So in both situations, whether I grass on you

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or I don't grass on you,

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you should grass on me

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because you will get less time in prison.

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So that means we have

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what game theorists would call a dominant strategy.

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Whatever I do, you should grass on me.

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Grassing on me is

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the best outcome for you, regardless of my action.

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So according to economists, game theorists,

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you should definitely grass on me,

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that is your dominant strategy.

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Now, of course, this game is totally symmetrical,

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so if we analyse the game from my perspective,

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it will be exactly the same analysis

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as what we just went through now.

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So that means obviously

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I also have a dominant strategy.

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Whatever you do, I should grass on you.

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And whatever I do, you should grass on me.

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This means that we have what in game theory

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they call a Nash equilibrium,

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which is named after the insane

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mathematician John Nash.

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Which means, I definitely know what I'm going to do

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because I'm going to grass on you whatever.

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You definitely know what you're going to do.

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You're going to grass on me or whatever.

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So we will both definitely grass on each other.

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I can't change what you do.

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You can't change what I do. It's a stable equilibrium.

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We will both grass and each other.

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We will end up here in the top left box

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where we both get five years in prison.

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Now, what's interesting about

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this game is there's another box.

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This bottom right corner

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where if we both stay silent.,

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it would have been better for both of us.

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I would have got one year, you would have got one year.

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As it is, we're both grassing, we’re

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both getting five years.

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So we've ended up in a pretty bad situation.

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So it's interesting, right?

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Why does it happen

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that we end up in this bad situation?

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Why can't we just both not grass

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and be in a better situation?

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The reason for that is we've done the analysis.

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If I know you're not grassing,

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it's better for me to grass.

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So I'm going to grass anyway

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and you're in the same situation.

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If you know I'm not grassing, you're going to grass.

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So basically we can't trust each other

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because we're both selfish.,

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we're both going to grass off

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and the end result is we're going to get a bad outcome

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for both of us. Now, this is

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the most famous game in game theory,

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and it's often used by game theorists, micro economists

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to basically justify the idea that people are selfish

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and that basically f*cks us up because we're selfish.

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But there's nothing you can do about it

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because people are selfish.

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And I think this analysis and

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people who are very good at game theory

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probably shouldn't be making this analysis.

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I think it's really interesting

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and I want to explain to you why.

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we are ending up in the bad outcome

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because we both selfishly chose to grass

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and there's nothing we can do about that

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because people are selfish, right?

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But actually the reason this happened is because

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we when we did the game theory,

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we assumed that

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and we never spoke about this assumption.

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I never mentioned the assumption

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when we went through the game,

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we assumed that

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both players act in such a way

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that the only thing they care about

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is reducing their prison time.

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So actually, when we went through the analysis,

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we kind of assumed that the players were selfish.

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In reality, if you were

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in this situation with your friend,

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you might say, well,

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you know, I don't want to betray my friend,

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or I trust that my friend is not going to grass me up.

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So I'm not going to...

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I'm not going to betray him

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because he's my friend and I trust him.

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But we didn't talk about

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this at all in our analysis, right?

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There are many situations

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where this game has been tried out in game shows or in

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economists experiments.

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And what you find is actually a lot of people

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in this kind of situation,

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they won't betray their friend.

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They will

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stick with their friend because they like them

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or because they trust them

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or because they think they can get the better

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outcome by sticking together.

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So actually,

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the people who have kind of proved themselves

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to be selfish in this analysis,

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in this analysis are the economists themselves.

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It was the economists

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that said you would definitely betray your friend

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because the only thing you care about

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is your prison time. And that analysis is correct.

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If the only thing you care about

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in the whole world

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is reducing your prison time in this game,

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you should definitely betray your friend. That is true.

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But the analysis that we did that we will both grass

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that answer, that equilibrium, that response

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only becomes correct if we make that assumption.

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So if we assume selfishness,

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we get selfish outcomes, which may be bad.

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In reality,

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this game does nothing to tell us

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whether people are selfish or not.

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It only tells us that,

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here is a game where the correct strategy

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if the only thing you care about

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is reducing your prison time, is to be selfish. So

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this is my first conclusion here.

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Anyone who ever says that game theory

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suggests that people are selfish

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basically doesn't understand game theory.

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Game theory can tell you what to do if we know exactly

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what you want.

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If we know what you want, we can tell you what to do.

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If we know that you’re selfish,

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we can tell you which outcome

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sorry, which strategy is probably going

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to give you the best selfish outcome.

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If you're not selfish, if you care about other people,

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then you can probably work together

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and you can probably get towards

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this good outcome of only

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getting one year in prison each.

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But that only works

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if you have a degree of non selfishness.

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Now I want to get onto

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the reason I've been thinking about this

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a lot recently.

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Now, the reason for that is,

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as you know, I've been running this YouTube

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channel for three, more than three years now,

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and the main idea behind this YouTube channel is that

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the economy as it is, is in a really bad situation.

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Living standards

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for ordinary families are

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getting worse and worse quite quickly

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and they will continue to get worse.

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And what I continually say on this channel is that

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if we get together

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and force

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politicians to tax the rich more aggressively

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to force wealth to flow

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to ordinary people

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rather than away from ordinary people,

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we can make inequality come down.

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We can make the economy better,

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and we can make living standards

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better for ordinary people.

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And yet, when I speak to politicians about this idea,

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including politicians who are

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on the left, like politicians in the Labour Party,

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very often they say to me, you know,

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we can't publicly support these kinds of ideas

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because they're not popular, because

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they're not vote winners.

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And when I publicly speak about these ideas,

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I very often get people

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push back against me and say, oh,

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we basically, we don't want to believe that's true.

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And when I get these kind of responses,

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what I often feel is

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especially when I'm talking to better off people,

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these are people who are busy people, good jobs,

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good salaries,

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and they basically have a choice to make

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when they hear my theories, which is do I

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believe this guy? Do I agree with this guy, and do I

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start to devote some of my time

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some of my energy towards

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basically helping him achieve his goals?

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Or do I ignore it and say, listen, that's nonsense,

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I don't really care about that

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and just let him do his thing.

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And when I see this play out in front of me,

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I'm often reminded of the prisoner's dilemma because

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that person is in a similar situation right?

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Whatever I do, whether my project is a success or not,

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whether we manage to reduce inequality or not,

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this guy has to decide whether to devote

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some of his time, some of his resources,

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some of his energy

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towards reducing inequality

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and the truth of the matter is,

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you as an individual,

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every individual in this country,

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whether they choose to support this or not,

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probably won't make a difference

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to whether we're successful or not.

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So that person basically has the choice of

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supporting and

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making some sort of

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guaranteed loss of time

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or just ignoring and using his time in a selfish way.

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And whatever choice he makes, he will probably

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well, society will probably end up

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in the same situation.

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We will either succeed

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and the economy will get better or we will fail

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and the economy will get worse.

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So once again,

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we're in this kind of interesting situation

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where basically,

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if enough people are willing to act unselfishly,

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which means

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devoting a little bit of time, a little bit of energy

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towards

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watching our videos, understanding what's happening,

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sharing the videos, telling your friends and family,

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trying to build the big movement

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so that a majority of this country understands

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if we don't fix inequality, the economy will get worse.

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If enough people do that, then

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we can solve this problem.

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If not enough people do that, then

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you will continue to see what we are seeing,

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which is living conditions

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continue to fall relatively quickly.

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There’s big increases in poverty,

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life gets worse and worse for ordinary people

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in this country.

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And I think it's an interesting kind of...

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essentially it's a prisoner's dilemma

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for not just two players, but the country as a whole.

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Every individual person in this country

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can be a little bit better off

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just not bothering about it

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basically, just just do what you

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can for yourself, for your family

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just only worry about you

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and the people closest to you.

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And if enough people make that decision,

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the economy will collapse and ordinary families

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will be poor,

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or people make that sacrifice,

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a guaranteed

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sacrifice of their time and their energy and people...

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and protect the ordinary people of the country,

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avoid the collapse of the economy.

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And I think it's

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a really interesting kind of

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philosophical dilemma, right. Because,

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you know, I grew up in this country

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and I grew up in a culture

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which was very much sort of get rich or die trying.

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And, you know,

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I believe it’s important to look after your family.

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And I understand the desire to try and be selfish

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and to try and get rich.

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But it's created this really interesting situation

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where if ordinary people

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can be convinced in large enough number to be greedy,

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then we know with certainty ordinary

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people's kids and grandkids will be poor.

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It's interesting, right,

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because you would think

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being greedy would make you rich.

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But we've created this game where

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if we can convince enough people,

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poor people and ordinary people to be greedy enough,

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then we can absolutely bankrupt the kids of

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poor and ordinary people.

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So in a sense, it's kind of a

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it's kind of a test, really.

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It's a test for the people of this country, basically.

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Are enough people willing

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to make that sacrifice of time and effort

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to educate themselves, to educate each other,

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that the only way we can reduce inequality is together?

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Or basically, are we too selfish to do that?

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And are we going to drive ourselves into poverty?

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So listen,

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game theory teaches us not that people are selfish,

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but that if enough people are selfish,

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basically we can completely f*ck them over.

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And I think this is kind of the situation that

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we are in as a country.

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I think the culture of

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our country has sort of moved

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in a direction in the last 40, 50 years

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where people have been trained to be selfish

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and the big problem with this is

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if everyone is selfish and everybody fights selfishly,

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then it becomes easy for the very powerful

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and the very rich to take everything

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from the ordinary and from the weak.

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And that is what is happening,

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essentially, I believe in the economy,

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and that is why life is getting worse.

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And the only power that ordinary people

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have to protect themselves

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and the rich and the powerful is

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that there's a lot of them

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and they only use that power

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if they act unselfishly and work together.

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So, listen, I believe we can fix the economy.

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We can only do it by dealing

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realistically with inequality.

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The rich are not going to support that

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and they're going to oppose it. And they do oppose it.

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But we can stop that by working together.

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I'm going to do that. I'm going to keep working on it.

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That's why we put these videos out every week.

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And I hope you do too.

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So please

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watch these videos, share these videos and

00:19:08

help us bring people together

00:19:09

and fix this economy by understanding it better.

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Thank you.