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AI United States

Google's 'Democratic AI' Is Better At Redistributing Wealth Than America (vice.com) 274

An anonymous reader quotes a report from Motherboard: It's no secret that the overwhelming majority of wealth in the United States is concentrated at the very top, creating staggering levels of poverty and inequality that vastly outpace other supposedly "wealthy" nations. But while the current political system ensures that this upward extraction of wealth continues, AI researchers have begun playing with a fascinating question: is machine learning better equipped than humans to create a society that divides resources more equitably? The answer, according to a recent paper published in Nature from researchers at Google's DeepMind, seems to be yes -- at least, as far as the study's participants are concerned.

The paper describes a series of experiments where a deep neural network was tasked with divvying up resources in a more equitable way that humans preferred. The humans participated in an online economic game -- called a "public goods game" in economics -- where each round they would choose whether to keep a monetary endowment, or contribute a chosen amount of coins into a collective fund. These funds would then be returned to the players under three different redistribution schemes based on different human economic systems -- and one additional scheme created entirely by the AI, called the Human Centered Redistribution Mechanism (HCRM). The humans would then vote to decide which system they preferred.

It turns out, the distribution scheme created by the AI was the one preferred by the majority of participants. While strict libertarian and egalitarian systems split the returns based on things like how much each player contributed, the AI's system redistributed wealth in a way that specifically addressed the advantages and disadvantages players had at the start of the game -- and ultimately won them over as the preferred method in a majoritarian vote. "Pursuing a broadly liberal egalitarian policy, [HCRM] sought to reduce pre-existing income disparities by compensating players in proportion to their contribution relative to endowment," the paper's authors wrote. "In other words, rather than simply maximizing efficiency, the mechanism was progressive: it promoted enfranchisement of those who began the game at a wealth disadvantage, at the expense of those with higher initial endowment."
"In AI research, there is a growing realization that to build human-compatible systems, we need new research methods in which humans and agents interact, and an increased effort to learn values directly from humans to build value-aligned AI," the researchers wrote. "Instead of imbuing our agents with purportedly human values a priori, and thus potentially biasing systems towards the preferences of AI researchers, we train them to maximize a democratic objective: to design policies that humans prefer and thus will vote to implement in a majoritarian election."

The researchers say the AI's system "doesn't necessarily mean it would equitably satisfy the needs of humans on a larger scale," reports Motherboard. "The researchers are also quick to point out that the experiments are not a radical proposal for AI-based governance, but a framework for future research on how AI could intervene in public policy."
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Google's 'Democratic AI' Is Better At Redistributing Wealth Than America

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  • Broken link in TFA (Score:5, Informative)

    by Mr. Roadkill ( 731328 ) on Thursday July 07, 2022 @11:41PM (#62683006)
  • Ebenezer Scrooge (Score:3, Insightful)

    by rsilvergun ( 571051 ) on Thursday July 07, 2022 @11:55PM (#62683044)
    is better than distributing wealth than America. That is not a high bar. We don't even have universal healthcare (though to be fair neither does China).
    • I had to look that up. Apparently, their national healthcare only covers ~50% of the costs & then there's this: "China has also become a major market for health-related multinational companies. Companies such as AstraZeneca, GlaxoSmithKline, Eli Lilly, and Merck entered the Chinese market and have experienced explosive growth." - So, it looks like the Chinese are going to get medically buggered like the Americans.
  • by Anonymous Coward on Friday July 08, 2022 @12:08AM (#62683068)

    1) "Human Centered Redistribution Mechanism" has nothing human.
    2) It's a spoils system that showcases techno-communism when only the spoils (no real innovation or entrepreneurship) are at play.
    3) A glimpse of what those in power have for you.
    4) Why don't the shareholders share Google Equity instead?

    "design policies that humans prefer and thus will vote to implement in a majoritarian election."

    Sounds awful. Anyone that knows even a glimpse of machine learning knows why, leave it to you as exercise.

    • by Baconsmoke ( 6186954 ) on Friday July 08, 2022 @12:35AM (#62683126)
      2) Do you actually think the bulk of people in the top 1% provide any form of innovation or entrepreneurship? Really? 3) How do you not understand that the top 1% ARE the power. There isn't some secret communist cabal out there trying to get money shared. The fucking cabal is the top 1% who hoard vast amounts of wealth. Leaving only 2% for the bottom 50% of the people in the U.S. Nothing shows people do not understand how the world works more than the phantom concept of "they" or "those in power".
      • Re: (Score:3, Informative)

        by vivian ( 156520 )

        You may be shocked to find you are probably in the top 1% globally - which requires a salary of about $35000 per year.

      • by RobinH ( 124750 )
        Your pre-conceived notions are disproved by people who know them [yahoo.com]: "...people are like, He’s hoarding money! No, he’s spending everything on R&D."
      • Yeah, like those lazy bastards Elon Musk, Andrew Carnegie, Steve Jobs, and Henry Ford!

        Oh, wait... those were all hugely innovative enterpaneurs. But at least we know for sure that Capitalism produces the most lopsided distributive outcomes of any political-economy!

        Oh, wait...

  • Sounds good. (Score:4, Interesting)

    by Eunomion ( 8640039 ) on Friday July 08, 2022 @12:08AM (#62683070)
    Although I wouldn't trust Google to implement such a thing. Even if it was everything they say, they'd corrupt it into some kind of horrific mockery that does the exact opposite.

    In general, I think economies should adopt a more balanced approach among the three mechanisms of market, command, and lottery. If you really have a good idea that benefits other people, you should be able to prosper in the market. If you really have a good idea that isn't suited to markets but is strongly arguable, you should be able to prosper from a command function (which encompasses both government and charity). And if you've just been shafted your whole life, there should be a rigorous lottery (i.e., one with tax funding, not just redistributing funds from the many poor to the fewer poor) available.
  • by VicVegas ( 990077 ) on Friday July 08, 2022 @12:14AM (#62683080) Homepage

    Money is like manure. Pile it up and it stinks. Spread it around and it fertilizes.

  • by mveloso ( 325617 ) on Friday July 08, 2022 @12:44AM (#62683138)

    Inequality of wealth does not necessarily equal poverty. The US overall is pretty wealthy; the super-wealthy tip the scales and make "inequality" seem worse than it is. And even "the poor" in America have it pretty good.

  • Give Emperor Xi control and he will use his AI to redistribute the wealth "fairly." What a wonderful world that will be...

    • The wealth distribution in China is much more equitable than in the US. Low quality bait.
      • What on earth makes you think that?

        Its completely fukt in both places, because both are corrupt authoritarian regimes, heading rapidly to totalitarianism.

  • OK (Score:2, Interesting)

    by peppepz ( 1311345 )
    Begin by redistributing the money of Silicon Valley [sanjosespotlight.com] to the trailer parks that surround it or to the mountain villages of Appalachia, then see how much love for redistribution remains in Google employees.
  • If you own something that everyone wants, that makes you wealthy and taxable? Sounds stupid to me.

    You know when covid hit, there was a frantic search for people who had powerful antibodies against it. Now let's say the same pandemic style shit happened, and guess what let's say my body makes the only antibody to it. It is worth billions, except they have to off me to get it. I am worth a billion dollars according to the wealth tax fools. How am I going to pay that? Do you know the example of how abortion is

  • by Bruce66423 ( 1678196 ) on Friday July 08, 2022 @03:50AM (#62683390)

    At the heart of this project, and all others like it, is the assumption that 'society' has the right to redistribute the wealth of its members. This is not an idea that the writers of the US constitution would have accepted, yet since those days it has become the standard assumption in most minds.

    We need to be honest about this. It is the logic of the French Revolution - that the peasants with pitchforks have the right to deprive the owners of the chateaux of their property. It may be legitimate, or it may be wrong, but we need to recognise the premise that is being used to justify this and many similar proposals.

    • by noodler ( 724788 ) on Friday July 08, 2022 @05:46AM (#62683548)

      This is not an idea that the writers of the US constitution would have accepted,

      But would they have accepted the immense exploitation of the population? Would they have accepted the 'trickle up' economy that has taken a grip in the US? Would they have accepted the corruption, the populism, the wars for profit?
      Would they have accepted that religiously motivated judges have taken over the supreme court?

      It's hard and painful to reflect on the constitution when you've built a hideous monster around it.

      It is the logic of the French Revolution

      It's more than that.
      It's the logic of unhappy people that see the fruits of their labor vacuumed up by the societal layer above them, leaving them behind with nothing.
      Remember, if you keep sucking people harder then at some point you'll draw blood.

      that the peasants with pitchforks have the right to deprive the owners of the chateaux of their property.

      You mean the chateaus that were built with the sweat and tears of the peasants? That were built on land taken by force from the farmers? That were built from the money forcibly taken from the already poor majority of the population?
      You have to consider what right these owners had to the properties they declared they owned in the first place. I don't think the peasants had any say in the construction of these 'rights' the elite applies to itself.

      • Oh absolutely - I'm not questioning whether socialism is good or bad. I'm asking for us to be aware of the assumptions we are smuggling in; it's the unexamined assumptions that tend to kill people.

        • by noodler ( 724788 )

          I think you're just eager to label a lower class movement as 'socialist' due to corporate indoctrination.

  • So the thought this gives me is that we should have a number of different AIs all work out a comprehensive set of policies, and then you have elected human representatives to debate and ultimately choose one of the packages.

    No cherry-picking, because that's where human greed is going to come in once more.

    I could honestly be okay with this.

    • The problem with such a proposal is that the AIs would have to get their basic ethics from somewhere. Are they to be socialist - legitimating the redistribution of wealth? How much should society spend to save the life of a single individual? Should you negotiate with hostage takers? And lots more.

  • Poverty is the default state of the universe - show me a gopher with a personal jet.

    Wealth is created, by which poverty is destroyed.

  • by argStyopa ( 232550 ) on Friday July 08, 2022 @07:32AM (#62683748) Journal

    "For when the plebs discover that they can vote (for an ai that validates their choices in granting) themselves bread and circuses without limit and that the productive members of the body politic cannot stop them, they will do so, until the state bleeds to death, or in its weakened condition the state succumbs to an invaderâ"the barbarians enter Rome."

    There, now it's ready for 2022.

  • Most of the things in the world are better at redistributing wealth than the USA. 120 countries, for a start. My coffee mug. Bit coin. You name it, it probably is.

  • by sabbede ( 2678435 ) on Friday July 08, 2022 @09:37AM (#62684082)
    Why? Because nobody had to work for anything in the study. They were assigned random starting conditions and tokens. If they had to work for those tokens and were compensated for the quality or quantity of that work, you'd have something that begins to resemble the behavior they are trying to model.
  • by cygnusvis ( 6168614 ) on Friday July 08, 2022 @10:07AM (#62684168)
    Redistributing wealth is not a good thing. Jeff Bezos is better at productively using capital than 99% of people in the country.

"When the going gets tough, the tough get empirical." -- Jon Carroll

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