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Expert opinions on Impact On Labor
Quotes, votes and policy statements on Impact On Labor from AI researchers, executives and policymakers.
437 sourced quotes · 10 statements · 61% for / 36% against overall
Featuring: Sam Altman Geoffrey Hinton Andrew Yang Satya Nadella Vinod Khosla Jensen Huang
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AI will create a permanent underclass
16 opinions
For (2)Kenneth RogoffEconomist; Professor of Economics and Public Policy at Harvard University and former Chief Economist of the IMFvotes For and says:Failure, in their eyes, means being left behind while AI automates large swaths of white-collar work – especially coding jobs, which until now have been a veritable licence to print money – and falling into the ranks of the permanent poor.
Unverifiable source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (1)Jed KolkoSenior fellow at the Peterson Institute for International Economics; labor economistabstains and says:The evidence on how AI is affecting the labor market today is inconclusive, and claims about harmful impacts on particular groups of workers are premature. [...] All the important questions about AI's effects on the labor market are still unanswered....
more Disputed source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (13)Alex KantrowitzTechnology journalist; founder of the Big Technology newsletter and podcast; CNBC contributorvotes Against and says:Unless AI's rise is accompanied by an edict that people can no longer pursue new companies or initiatives, then the technology can't be a subjugation machine without some accompanying rise in empowerment. [...] Unless you're brutally pessimistic abou...
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AI will create more jobs than it destroys
74 opinions
For (42)David GeorgeGeneral Partner at Andreessen Horowitz, where he leads the a16z Growth investing teamvotes For and says:The claim that AI will produce economy-wide, permanent unemployment is unhelpful marketing, bad economics and worse history. To the contrary, productivity gains should increase demand for labor, because labor becomes more valuable.
Disputed source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (3)Pascual RestrepoYale economist; Associate Professor studying automation, AI, and labor markets; frequent collaborator with Nobel laureate Daron Acemogluabstains and says:People have the wrong intuition when they say that if AI can do my job for ten dollars an hour, then my wage falls to ten dollars and my life is terrible. A world where AI can do research or teaching at that cost is a world where AI is extremely capa...
more Disputed source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (29)Dario AmodeiCEO at Anthropicvotes Against and says:[AI's takeover of jobs will advance] from the bottom of the ability ladder to the top [...] [leaving] an unemployed or very-low-wage underclass.
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Introduce a universal basic wealth system that grants individuals a capital endowment at birth
11 opinions
For (8)Bill AckmanBillionaire hedge fund manager; founder and CEO of Pershing Square Capital Managementvotes For and says:A little over five years ago, I had an idea on how to give every newborn American a stake in capitalism. Today, President @realDonaldTrump made that idea a reality with Trump Accounts.
AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (3)Stuart WhitePolitical Scientist.University of Oxford.votes Against and says:To claim a share of such wealth without being willing to make this contribution is unfairly to free-ride on those citizens who do make the required contribution. If this unfairness is to be avoided, receipt of an equal share of the relevant types of ...
more Unverifiable source (1997)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
Implement a universal basic income
210 opinions
For (103)Scott SantensWriter & Basic Income advocatevotes For and says:AI leaders keep saying UBI is necessary. This pledge asks them to prove it. [...] We all deserve a share of what [AI] makes possible.
Disputed source (2026) 1 of 2DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (3)Eliezer YudkowskyAI researcher and writerabstains and says:I'm skeptical that Universal Basic Income can get rid of grinding poverty, since somehow humanity's 100-fold productivity increase (since the days of agriculture) didn't eliminate poverty.
Unverified source (2017)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (104)Sam AltmanCEO at OpenAIvotes Against and says:I no longer believe in universal basic income as much as I once did. I'm much more interested in ways where we think about kind of collective ownership. [...] [A] fixed cash payment, although useful and maybe a good idea in some ways, does not get at...
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Governments should tax capital, not labor, as AI makes human work less central to the economy
24 opinions
For (20)Elizabeth WarrenU.S. Senator (D-MA)votes For and says:Right now, companies pay payroll taxes for their workers but get tax breaks for investing in technology—effectively, a tax penalty for hiring human beings and a tax break for buying equipment. [...] Building an economy that works for all of us will r...
more Disputed source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (1)Sam AltmanCEO at OpenAIabstains and says:Capitalism has also depended on somewhat of a power balance between labor and capital, but if it's hard in many of our current jobs to outwork a GPU, then that changes. [...] If there was an easy consensus answer, we'd have done it by now, so I don't...
more Disputed source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (3)Information Technology and Innovation FoundationUS innovation policy think tankvotes Against and says:Higher taxes on capital income reduce the return on investment, weakening firms' incentives to invest in AI infrastructure, advanced equipment, and productivity-enhancing technologies, which in a global environment where countries such as China are a...
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The first company or companies to develop AGI could gain control over a majority of economic activity
10 opinions
For (8)Daniel KokotajloAI Futures Project foundervotes For and says:We will end up in a very concentrated world where there's like one to five giant networks of data centres owned by one to five companies, possibly in coordination with their governments. [...] If you've only got one to five companies and they each ha...
more Unverifiable source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (2)Satya NadellaMicrosoft CEOvotes Against and says:The big winners here are not going to be tech companies. The winners are going to be the broader industry that uses this commodity [...] that, by the way, is abundant. Suddenly productivity goes up and the economy is growing at a faster rate.
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For (32)Pope Leo XIVHead of the Catholic Churchvotes For and says:
As with every major technological shift, AI tends to amplify the power of those who already possess economic resources, expertise and access to data. [...] AI technology in the hands of few, profit-oriented individuals or groups represents a new form...
more Disputed source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (1)Yann LeCunComputer scientist, AI researcherabstains and says:Whether AI's benefits are widely shared is a political question, has nothing to do with technology.
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AGI will create abundance
25 opinions
For (17)Bill GatesPhilanthropist. Founder and former CEO of Microsoft.votes For and says:There is no upper limit on how intelligent AIs will get or on how good robots will get, and I believe the advances will not plateau before exceeding human levels. [...] AI capabilities will allow us to make far more goods and services with less labor...
more AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (8)Yann LeCunComputer scientist, AI researchervotes Against and says:I do not believe there's going to be like a singular, identifiable point where the economy is going to take off, and there's going to be abundance. [Whether AI's benefits are widely shared] is a political question, has nothing to do with technology.
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For (34)Lorena GonzalezPresident of the California Federation of Labor Unions, AFL-CIO; former California State Assembly membervotes For and says:
Employers are devastating workers' livelihoods and taking no responsibility for the callous decisions of this unchecked technology. We need stronger guardrails to make sure there is human review and oversight of any decision made by a machine that im...
more Disputed source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (1)Orly LobelLaw professorvotes Against and says:In 2023, the United States saw countless proposals to ban AI technologies, [...] hiring, [...] law soon must embrace AI; [...] prohibit human intervention [...]
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