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Expert opinions on Impact On Labor
Sourced quotes, claims, policy proposals and stances on Impact On Labor from AI researchers, executives and policymakers.
886 sourced quotes · 8 policy proposals and claims
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AI will create a permanent underclass
181 opinions
For (40)Added 5h agoJason StockwoodUK Minister for Investment, Lord, former CEO of Simply Businessvotes For and says:Undoubtedly we’re going to have to think really carefully about how we soft-land those industries that go away, so some sort of [universal basic income], some sort of lifelong mechanism as well so people can retrain.
AI Verified source (Jan 29, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (20)Added 5d agoPaul RyanFormer Speaker of the U.S. House of Representatives; co-chair of the Commission on Artificial Intelligence and the American Workforce.abstains and says:Artificial intelligence will change how millions of Americans earn a living, and we must ensure AI catalyzes upward mobility and preserves the dignity of work.
AI Verified source (Jun 11, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (121)Added 6h agoDavid AutorMIT labor economist; Ford Professor of Economics; leading researcher on technology and employmentvotes Against and says:New industries will emerge to meet infinitely unfolding consumer demand, just as our ancestors could not have fathomed the modern roles of flight attendants and software salespeople.
AI Verified source (May 2, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
Governments should tax capital, not labor, as AI makes human work less central to the economy
39 opinions
For (33)Added 5h agoBrian SchatzU.S. Senator (D–Hawaii)votes For and says:AI is already changing how people work, and it's bringing real risks: massive job losses, increased workplace surveillance, and weaker bargaining power for workers. We need to get ahead of it. That means investing in workforce training, strengthening...
more AI Verified source (Feb 27, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (6)Added 3d agoMeghan OstertagPolicy analyst at the Information Technology and Innovation Foundation writing on AI, tax policy, and innovation.votes Against and says:Policymakers should not focus on slowing the development of AI through an AI compute tax; they should focus on helping workers transition to a labor force increasingly augmented by AI.
AI Verified source (Jun 8, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
For (83)Added 10h agoYoshua BengioAI Pioneer, Turing Award winnervotes For and says:
As a result, concentrated economic power in one or two countries could trigger economic and social crises elsewhere, unless the economic benefits of AI are globally shared or at least unless the same level of AI competence is available at an equitabl...
more AI Verified source (Dec 11, 2025)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
AI will create more jobs than it destroys
326 opinions
For (176)Added 3d agoAndrew NgBaidu; Stanford CS faculty; founded Coursera and Google Brainvotes For and says:If every developer becomes 10x more productive, I don't think we’ll end up with 1/10th as many developers, because the demand for custom software has no practical ceiling. Instead, the number of people who develop software will grow massively.
AI Verified source (Feb 20, 2026) 1 of 2DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (82)Added 3d agoGeorges ElhederyGroup Chief Executive of HSBC.abstains and says:We all know generative AI will destroy certain jobs and will create new jobs.
AI Verified source (May 20, 2026) 1 of 3DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (68)Added 13h agoSashi KumarManaging Director of Indeed India.votes Against and says:What’s changing isn’t the number of jobs, it’s what those jobs expect from people.
AI Verified source (Jan 13, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
Implement a universal basic income
183 opinions
For (99)Added 21h agoOxfam South AfricaSouth African nonprofit organization working on economic, gender, and climate justice.votes For and says:We believe that the state has failed the millions of poor working age adults because of its continued refusal to upgrade the R370 grant into a decent universal basic income, indexed to the Lower Bound Poverty Line at introduction.
AI Verified source (Feb 12, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (3)Added 1d agoDamian HindsUK Conservative Member of Parliament for East Hampshire; former Secretary of State for Education.abstains and says:Universal basic income is a policy prescription that those people calling for it tended to believe in years earlier, before they had even heard of AI, and now it fits this scenario. I do not know what the outcomes and therefore the mitigations of AI ...
more AI Verified source (Jul 8, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (81)Added 1d agoNew York Farm BureauStatewide agricultural advocacy organization representing New York farm families.votes Against and says:DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
AGI will create abundance
27 opinions
For (21)Added 3d agoLeandro MayaFinance professional, entrepreneur, and author of The Age of Abundance: AI and the Future of Work, Wealth, and Purpose.votes For and says:DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (2)Added 5d agoBernard MarrAuthor, futurist, and strategic business adviser writing about artificial intelligence and emerging technologies.abstains and says:AI could make goods and services cheaper than ever, raising hopes for a new age of abundance where scarcity plays a smaller role in human life.
AI Verified source (May 6, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (4)Added 3d agoDaniel LiebauProfessor and AI governance commentator; author of a 2026 Business Times analysis of AI-abundance claims.votes Against and says:Scarcity has shifted, not disappeared: The premise of AI abundance needs sharper evidence.
AI Verified source (May 14, 2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.