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YSK: Extreme wealth inequality is baked in to the system
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SwingingTheLamp piefed.zip SwingingTheLamp@piefed.zip
Joined: 2025-12-27
(edited) Quote

The simple math of the Yard-Sale Model shows that if everybody started out with equal money in a fair economy, the outcome tends toward one person holding all of the money. The cool graphical simulations on this page demonstrate why.

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0li0li lemmy.world 0li0li@lemmy.world
Joined: 2023-06-18
#2 · Quote Reply

Hard not to keep reading with such a nicely built article! Thsnks bud :)

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TheFogan programming.dev TheFogan@programming.dev
Joined: 2023-07-12
#3 · Quote Reply

Another simulation... that's mainstream in american society... Landlords Game -- IE what's now Monopoly. By definition everyone starts with the same amount of money, and it ends with one person massively ahead and everyone else going bankrupt.

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calamityjanitor lemmy.world calamityjanitor@lemmy.world
Joined: 2023-07-30
#4 · (edited) Quote Reply

Nah I'm built different.

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Kairos lemmy.today LodeMike@lemmy.today
Joined: 2023-12-26
#5 · Quote Reply

Yes, if you make your economy "people with money gain more money" then this is the endgame

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nixFREAK sopuli.xyz nixfreak@sopuli.xyz
Joined: 2023-06-05
#6 · Quote Reply

It’s baked in because we choose capitalism

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thethrilloftime69 feddit.online thethrilloftime69@feddit.online
Joined: 2026-02-12
#7 · Quote Reply

Great article thanks for sharing!

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SwingingTheLamp piefed.zip SwingingTheLamp@piefed.zip
Joined: 2025-12-27
#8 · (edited) Quote Reply

It’s baked in because we choose capitalism

Absolutely, and the headline here isn't (e: whoops) that extreme wealth inequality is not the result of human nature, greed, or anything. It's actually an emergent mathematical property of the system itself. It's unavoidable, even if everybody acts honorably. Proof by physicists that capitalism is wack.

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piwakawakas lemmy.nz piwakawakas@lemmy.nz
Joined: 2025-06-07
#9 · Quote Reply

Nah I'm built different.

And you only had to win at a 60% rate. Less than I expected

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bdonvr thelemmy.club bdonvr@thelemmy.club
Joined: 2023-06-14
#10 · Quote Reply

Nah I'm built different.

The highest highs, the lowest lows.

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_‌_反いじめ戦隊 ani.social AntiBullyRanger@ani.social
Joined: 2025-02-02
#11 · Quote Reply

Yard-Sale model also explains the Network Effect: People will flock to where the masses are because they will have a higher access to interact with folks than in isolated networks. Thus silos will eventually emerge: See Meta+Discord, etc..

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favoredponcho lemmy.zip favoredponcho@lemmy.zip
Joined: 2025-06-08
#12 · Quote Reply

[deleted]
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Zoot reddthat.com Zoot@reddthat.com
Joined: 2023-07-01
#13 · (edited) Quote Reply

The highest highs, the lowest lows.

I'm an idiot

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elvis_depresley sh.itjust.works elvis_depresley@sh.itjust.works
Joined: 2023-06-29
#14 · Quote Reply

This is why you want fewer ultra rich people in your country.

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D_C sh.itjust.works D_C@sh.itjust.works
Joined: 2025-06-04
#15 · Quote Reply

Oh, this is very good. Thank you for this.

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MagnificentSteiner lemmy.zip MagnificentSteiner@lemmy.zip
Joined: 2025-11-25
#16 · Quote Reply

Theft is the reason for wealth inequality.

This article is unbelievably stupid and completely divorced from reality.

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oyzmo piefed.social oyzmo@piefed.social
Joined: 2026-02-06
#17 · Quote Reply

Yup! That is why salary increase always is in percentage; the more you have, the more you get! 😡

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OctopusNemeses lemmy.world OctopusNemeses@lemmy.world
Joined: 2025-07-24
#18 · Quote Reply

Nah I'm built different.

You've demonstrated exactly how the system works. Statistically a few players will be lucky and become very rich. They'll be looked at as "built different". All the other poor players will try to emulate them as if they can beat the system by achieving some virtue like working hard enough or having innate skill rather than realize the system is mathematically impossible to beat.

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Sektor lemmy.world Sektor@lemmy.world
Joined: 2023-06-14
#19 · Quote Reply

I know. Now what?

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brainwashed feddit.org brainwashed@feddit.org
Joined: 2025-01-28
#20 · Quote Reply

In real life people die.

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thisisbutaname discuss.tchncs.de thisisbutaname@discuss.tchncs.de
Joined: 2023-06-29
#21 · Quote Reply

Theft is the reason for wealth inequality. This article is unbelievably stupid and completely divorced from reality.

I'm not arguing theft doesn't happen, at all, and neither is the article. In fact, it explicitly states that the yard-sale model doesn't represent reality, and doesn't even claim to do so. It simply shows one underlying phenomenon where wealth accumulates naturally in a random system.

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SpikesOtherDog ani.social SpikesOtherDog@ani.social
Joined: 2023-07-20
#22 · Quote Reply

Theft is the reason for wealth inequality. This article is unbelievably stupid and completely divorced from reality.

Theft is also an equalizer.

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Mog_fanatic lemmy.world Mog_fanatic@lemmy.world
Joined: 2023-06-09
#23 · Quote Reply

Another simulation... that's mainstream in american society... Landlords Game -- IE what's now Monopoly. By definition everyone starts with the same amount of money, and it ends with one person massively ahead and everyone else going bankrupt.

Well yes, but have you tried just throwing the board across the room when that one person gets massively ahead and you land on Pacific avenue with a hotel on it?

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Tzig sh.itjust.works Tzig@sh.itjust.works
Joined: 2023-07-02
#24 · Quote Reply

In real life people die.

But in real life inheritance exists

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chuckleslord lemmy.world chuckleslord@lemmy.world
Joined: 2023-07-12
#25 · Quote Reply

[deleted]

Not a fact, an assumption based on an assumption baked into this economic system.

If I could live on the salary, I would prefer a manual labor job.

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melfie lemy.lol melfie@lemy.lol
Joined: 2025-09-09
#26 · Quote Reply

[deleted]
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Lojcs piefed.social Lojcs@piefed.social
Joined: 2025-06-30
#27 · (edited) Quote Reply

I don't think this is as good a model as you or the oop seem to think it is. Nobody is under the impression that you can make even by buying and selling random things. And gambling your money against other people isn't something people can afford to do unless they already have money to live comfortably. Real people have fixed needs they have to buy and usually a fixed value they can create to make money.

I don't think a model that doesn't share any similarities with the system can be used to prove that inequality is baked into the system. I don't mean that it isn't, but I couldn't in good conscience claim so based on this alone. Please keep your standards for evidence high yall.

Also the article completely misses the reason why wealth accumulates in the model. It has nothing to do with compound ratios being confusing or the amount one can afford to wager. This is simply a normal distribution with flipped axes and a bottom cap of 0. Inequality arises even if you change the game so that richer people give more when they lose and receive less when they win.

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SwingingTheLamp piefed.zip SwingingTheLamp@piefed.zip
Joined: 2025-12-27
#28 · Quote Reply

I don't think this is as good a model as you or the oop seem to think it is. Nobody is under the impression that you can make even by buying and selling random things. And gambling your money against other people isn't something people can afford to do unless they already have money to live comfortably. Real people have fixed needs they have to buy and usually a fixed value they can create to m...

If it's not a good model, then you are welcome to pick it apart. However, the study that applied it for the 2017 paper in Scientific American found that it matches observed data about our economy stunningly well when applied.

As the author of that study was quoted here saying, the simple Yard Sale Model here can't begin to explain a complex economy, but its function is like an X-ray to cut through the complexity to see the bones of the thing.

In any case, we know empirically that Trickle Up is the actual effect of the capitalist system. If there's a model that can explain the mechanism more accurately, I'd be happy to hear it.

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SwingingTheLamp piefed.zip SwingingTheLamp@piefed.zip
Joined: 2025-12-27
#29 · Quote Reply

I know. Now what?

There are a lot of people out there who still believe in trickle-down, Galtism, or the primacy of hard work. Idiots, dupes, or both, we still need to recruit them, or at least stop blocking change. Easily-digestible information like this needs to become widespread.

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DomeGuy lemmy.world DomeGuy@lemmy.world
Joined: 2024-09-15
#30 · Quote Reply

[deleted]

Any work that wouldn't be done if we had a UBI should either be automated away or sufficiently well-paid that it would find workers even without the threat of poverty.

We don't need to ritually kill a homeless person just so someone will pick up our trash any more than we need to do so for someone to tended to our elders dying of cancer.

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fallaciousBasis lemmy.world fallaciousBasis@lemmy.world
Joined: 2026-01-03
#31 · Quote Reply

[deleted]

Wealth is not the same as power. Wealth is owning money. Power is owning souls.

House of Cards... Paraphrasing Frank.

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Lojcs piefed.social Lojcs@piefed.social
Joined: 2025-06-30
#32 · (edited) Quote Reply

If it's not a good model, then you are welcome to pick it apart. However, the study that applied it for the 2017 paper in Scientific American found that it matches observed data about our economy stunningly well when applied. As the author of that study was quoted here saying, the simple Yard Sale Model here can't begin to explain a complex economy, but its function is like an X-ray to cut thro...

Scientific American isn't an academic journal and there's no paper about this published in 2017. There's a Scientific American article about it written in 2019 though. I think you're referring to the part in the article that says it matched real world data remarkably after they modified it in 2017.

I don't think this model is an x-ray that reveals the bones of the system, as its premise about how it works is plainly inaccurate. Maybe scientists can gain actual insight by studying it further but I don't think drawing conclusions such as the title on social media is healthy.

At best the model teaches why gambling is a bad idea even if the chances are perfectly even. At worst someone looks at this and decides all anti capitalist evidence must be flimsy

Edit: Nvm found the paper you were talking about. Once again, it is based on this but it is not this. Either way it doesn't conclude that since it is similar it must be the underlying reason.

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SwingingTheLamp piefed.zip SwingingTheLamp@piefed.zip
Joined: 2025-12-27
#33 · Quote Reply

Theft is the reason for wealth inequality. This article is unbelievably stupid and completely divorced from reality.

I assume that you mean theft of the surplus value of labor by capital owners? If so, that's exactly what the Yard Sale Model captures: One party to every transaction 'wins' and one 'loses'.

Take a factory as an example. The wealthy owners can afford to gamble on paying less than the full value of labor as wages because they'll survive if widgets don't get made and they can't buy a second yacht. The workers can't afford to gamble on holding out for better pay, because it could mean their families starving in the street. Thus, they're forced to give up the surplus value of their labor in order to survive.

The YSM just aims to simplify complex, real-world situations like this into a clean mathematical construct that's easy to use for computer simulations.

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SwingingTheLamp piefed.zip SwingingTheLamp@piefed.zip
Joined: 2025-12-27
#34 · Quote Reply

Scientific American isn't an academic journal and there's no paper about this published in 2017. There's a Scientific American article about it written in 2019 though. I think you're referring to the part in the article that says it matched real world data remarkably after they modified it in 2017. I don't think this model is an x-ray that reveals the bones of the system, as its premise about h...

Yes, I misrembered the year. And while Scientific American is not a journal, at least the article explained the work in some depth and provided evidence. Here, you've given your opinion which boils down to, "No, it doesn't." Totally valid, as opinions go, but not very edifying to us readers.

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Lojcs piefed.social Lojcs@piefed.social
Joined: 2025-06-30
#35 · Quote Reply

Yes, I misrembered the year. And while Scientific American is not a journal, at least the article explained the work in some depth and provided evidence. Here, you've given your opinion which boils down to, "No, it doesn't." Totally valid, as opinions go, but not very edifying to us readers.

It is not an opinion that people don't earn money by randomly trading with others, wtf are talking about??

I'm actually triggered about this

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valgarf discuss.tchncs.de valgarf@discuss.tchncs.de
Joined: 2023-06-14
#36 · Quote Reply

I don't think this is as good a model as you or the oop seem to think it is. Nobody is under the impression that you can make even by buying and selling random things. And gambling your money against other people isn't something people can afford to do unless they already have money to live comfortably. Real people have fixed needs they have to buy and usually a fixed value they can create to m...

I think there is some confusion as to what this model represents. The linked article is not bad at explaining it but some things could be clearer.

First of all, the "money" in the model is not the cash you have at hand. It is the total value of all the things you own. This model does not need money and it also works if you exchange cigarettes for candy (as long as you can assign some worth to the objects).

It is also not about gambling. It assumes that every time you exchange goods with someone else, you can become richer or poorer (I like the example from the article: if you pay $200 for a watch that is worth $150, you lose $50, someone else gains $50).

It makes the extremely optimistic assumption that the chance to gain or lose money in a trade is equal. This is often obviously not the case in the real world. If you buy something from a supermarket, the owner wants to earn money, needs to pay their employees, needs to pay rent, ... so you know you pay more than the value of the goods you get.

Now this simplified and very optimistic model predicts that there is an exponential distribution of wealth and it predicts that repeated exchanges between a rich and a poor person will most likely result in the rich person getting richer and the poor person getting poorer.

What can we learn from that?
1.) even under these very optimistic conditions money trickles up. The real world is stacked much more against you, making a trickle down effect unlikely (though not impossible, this model is a simplification).
2.) rich people (in the model but imo it applies to the real world as well) are not smarter or otherwise better than the average person. They were lucky.
3.) Even if we remove a lot of the advantages rich people have in the world and construct a system that is seemingly "fair" (as in every one has the same chance) you still end up with super rich people. The only way to combat this is by redistributing money - tax the rich. Note that you still get an exponential distribution in the model but it becomes flatter.

What this model says nothing about is how the real world is stacked in favor of rich people. It tries to eliminate all these factors. So using this model to argue that inequality is built into the system (as the headline suggests) is somewhat strange. The model rather suggests that the inequality always arises from simple chance - One could maybe argue from it that we need to actively combat it (depends on the personal sense of justice if earnings due to luck should be redistributed).

I agree with you on the value creation. This model treats the economy as a zero-sum game. But the real economy is typically growing and this is ignored here.

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brainwashed feddit.org brainwashed@feddit.org
Joined: 2025-01-28
#37 · Quote Reply

But in real life inheritance exists

Sure. But as of now Elon has 14 Children that we know of, probably 200 clones in bunkers around the world. If that's not redistributing wealth, I don't know what is.

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Taldan lemmy.world Taldan@lemmy.world
Joined: 2023-12-31
#38 · Quote Reply

Nah I'm built different.

The probability of you getting 74 (or more) wins in 122 fair coin flips is ~1.16%

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Taldan lemmy.world Taldan@lemmy.world
Joined: 2023-12-31
#39 · Quote Reply

And you only had to win at a 60% rate. Less than I expected

The odds of that are still ~1.1%. He got very lucky

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RememberTheApollo_ lemmy.world RememberTheApollo_@lemmy.world
Joined: 2023-08-26
#40 · Quote Reply

Wealth is not the same as power. Wealth is owning money. Power is owning souls. House of Cards... Paraphrasing Frank.

But one seems to always grant the other. You don’t get just the power, or just the money.

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Naz sh.itjust.works Naz@sh.itjust.works
Joined: 2023-06-18
#41 · (edited) Quote Reply

Cool website :3

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StupidBrotherInLaw lemmy.world StupidBrotherInLaw@lemmy.world
Joined: 2023-07-27
#42 · Quote Reply

In this thread: I don't like this article and it's stupid. I can't tell you why, but it is, and anyone that disagrees with me is stupid too.

QED

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rekabis lemmy.ca rekabis@lemmy.ca
Joined: 2023-06-19
#43 · Quote Reply

Capitalism is working exactly as intended, which is the reason why it needs to be totally dismantled.

Note: I said capitalism, and not the free market. The two are not the same thing. You could have a completely free market under socialism and even communism, as those are economic systems that ensure workers actually earn the value they produce. Neither system says anything about command economies - that’s an Authoritarian shtick.

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SupahRevs lemmy.world SupahRevs@lemmy.world
Joined: 2024-02-23
#44 · Quote Reply

I know. Now what?

Make choices that support the alternative economy. Find a CSA, use a credit union, use the library, support local businesses. Better yet, put money into things like the Cooperative Fund of the Northeast https://cooperativefund.org/

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Taldan lemmy.world Taldan@lemmy.world
Joined: 2023-12-31
#45 · Quote Reply

Not a fact, an assumption based on an assumption baked into this economic system. If I could live on the salary, I would prefer a manual labor job.

If I could live on the salary, I would prefer a manual labor job.

Wouldn't your anecdote then be supporting the premise?

That means you're doing your current job out of economic necessity. The fact you make more with your current role means free market proponents have deemed it more necessary, so have you not been economically coerced into taking a job you otherwise wouldn't?

I don't think people should be coerced into work they otherwise wouldn't do, but there is some level of truth to it. If nothing else the wealthy and powerful want us to be mostly effective workers, so they can have more wealth to siphon off

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chuckleslord lemmy.world chuckleslord@lemmy.world
Joined: 2023-07-12
#46 · Quote Reply

If I could live on the salary, I would prefer a manual labor job. Wouldn't your anecdote then be supporting the premise? That means you're doing your current job out of economic necessity. The fact you make more with your current role means free market proponents have deemed it more necessary, so have you not been economically coerced into taking a job you otherwise wouldn't? I don't think peop...

No, what?

The premise is "people wouldn't choose to do certain work unless they were coerced into". I retorted "I want that work you think I'd have to be coerced into doing"

Manual labor is undervalued, making it "one of the jobs that people have to be coerced into doing". By stating my desire to do it above "high value, mental labor", I undercut their assertion that there are jobs that require coercion to get performed. There are people who want to clean, cook, do manual labor, do administrative work, accounting, cleaning up shit, building, basically everything a society needs to exist. Coercion need not apply.

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piwakawakas lemmy.nz piwakawakas@lemmy.nz
Joined: 2025-06-07
#47 · Quote Reply

The odds of that are still ~1.1%. He got very lucky

Yea, I tried quite a few times, the most I got up to was $400 before losing it all

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valgarf discuss.tchncs.de valgarf@discuss.tchncs.de
Joined: 2023-06-14
#48 · Quote Reply

Capitalism is working exactly as intended, which is the reason why it needs to be totally dismantled. Note: I said capitalism, and not the free market. The two are not the same thing. You could have a completely free market under socialism and even communism, as those are economic systems that ensure workers actually earn the value they produce. Neither system says anything about command econom...

The title of the post is a little misleading. The model presented here does not require many parts of a capitalist system. If you can own stuff and have a free market this model predicts extreme wealth inequality. This happens by pure chance.

The model is not a good argument against capitalism. It can be used as an argument for taxing rich folks and against the "trickle down" idea.

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SocialMediaRefugee lemmy.world SocialMediaRefugee@lemmy.world
Joined: 2023-07-27
#49 · Quote Reply

That people in the middle and bottom support it and consider it normal is the problem.

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chuckleslord lemmy.world chuckleslord@lemmy.world
Joined: 2023-07-12
#50 · Quote Reply

Cool website :3

Winning 60% of the rounds, and you still haven't more money than the player who started with more. Is that not proof of the concept?

Also, yes, this game tickles in a good way.

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Bassman1805 lemmy.world Bassman1805@lemmy.world
Joined: 2023-07-01
#51 · (edited) Quote Reply

It is not an opinion that people don't earn money by randomly trading with others, wtf are talking about?? I'm actually triggered about this

Labor has value. You have access to some amount of labor each week that you value at [your salary]. Your employer values your labor at [some higher value, because they only pay you if they believe you'll bring in more money than you cost] and thus "wins" at the trade.

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