A Federal Job Guarantee Emerges as the Answer to AI Unemployment

Anthropic CEO Dario Amodei has warned that AI could cause widespread unemployment within one to five years, and a growing coalition of economists, Democratic lawmakers and non-profits is rallying around one policy answer: a federal job guarantee paying at least $25 an hour.

The idea, once confined to the economic margins, is moving toward the political mainstream precisely because influential voices keep raising the stakes. Bill Gates has declared that AI will advance so rapidly that within a decade, humans will not be needed "for most things." Even if those predictions prove wrong, a burst AI investment bubble could itself trigger a recession and mass job loss.

The framing echoes a famous observation by the American economist Milton Friedman in the preface to his book Capitalism and Freedom. "Only a crisis – actual or perceived – produces real change. When that crisis occurs, the actions that are taken depend on the ideas that are lying around," Friedman wrote. The job of intellectuals, thinktanks and economists, he argued, is to refine those ambient ideas so that good ones are ready when disaster strikes.

What would a job guarantee actually do?

In its most ambitious form, the program would ensure that anyone who wants work gets a meaningful, decently paid job. By creating a public option for employment, supporters argue, a job guarantee could protect millions of people from the financial and psychological damage of joblessness while mobilizing a vast labor force to tackle urgent societal problems, from infrastructure and climate adaptation to elder care and childcare.

The concept has a long history as both ideal and policy. Article 23 of the 1948 Universal Declaration of Human Rights states: "Everyone has the right to work, to free choice of employment, to just and favourable conditions of work and to protection against unemployment." During the Great Depression in the 1930s, Franklin D. Roosevelt established the Works Progress Administration (WPA), which employed millions of Americans building roads, bridges, sewers, playing fields and more. France, India and Argentina have all launched versions of a job guarantee in recent decades.

Why a job guarantee and not universal basic income?

Although a job guarantee and universal basic income (UBI) are often grouped together, polling consistently favors the former. A recent global survey found greater support for job guarantees than for UBIs. Polling of Americans by the Democratic strategist David Shor shows the same pattern: greater support for creating well-paid jobs than for direct income support.

The venture capitalist and civic activist Nick Hanauer said the reason is straightforward. "Jobs represent so much more than income in human societies. They represent connection and dignity and enfranchisement and participation," he said.

Algernon Austin, director for race and economic justice at the Center for Economic and Policy Research, agreed. "A job guarantee is significantly preferable to UBI because work is more than just income. When you have a job, you gain work experience and you gain skills and you gain a network," he said.

How much would it cost?

Cost estimates diverge sharply. During a US Senate hearing on affordability in June, John Kennedy, a Republican senator for Louisiana, suggested that a job guarantee would cost trillions of dollars and was impossible. When Dr. Julie Margetta Morgan, president of the public policy thinktank the Century Foundation, told Kennedy she supported a federal job guarantee, he replied: "Do you believe in the Easter bunny?"

Economists who study the policy frame the ledger differently. Max Kasy, a professor of economics at Oxford who has studied a recent job guarantee experiment in Austria, said the wages paid to participants are only one side of the equation.

"The cost saving comes from the fact that you don't have to pay unemployment benefits, or maybe disability benefits or early retirement benefits. Then people who are working pay taxes and make social insurance contributions, so that's additional revenue for the state. And then they hopefully do something that's actually useful for society," Kasy said.

Participants in the Austrian experiment also experienced social and psychological benefits. Pavlina Tcherneva, a professor of economics at Bard College, argued those intangibles matter even when they resist quantification.

"Providing a good job to a person is absolutely transformative," she said. Factoring in the health costs of precarious and long-term unemployment makes the policy more attractive still, she added: "It's not only affordable, it's an investment."

What is Congress proposing?

Two concrete proposals are now on the table. In September, US Representative Ayanna Pressley, a Democrat from Massachusetts, reintroduced a congressional resolution calling for a federal job guarantee, which she first proposed in 2021. Her plan would create a federally funded but locally administered program paying participants at least $25 an hour, with regular adjustments for the rising cost of living. The jobs would span emergency preparedness, disaster relief and recovery, care for children and seniors, and public art projects modelled on the WPA's popular Federal Art Project.

A second proposal would tax AI companies directly to fund the guarantee. The plan, backed by Democratic Representatives Greg Casar of Texas, Valerie Foushee of North Carolina and Sara Jacobs of California, would tax large AI companies on whichever is higher: the value of their "tokens" – units of data used in AI models – or their revenue from AI products. If the unemployment rate rose, the tax rate would increase.

"AI CEOs are openly predicting their technology could put millions of Americans out of work, and our government is doing nothing to save jobs and protect working people," Casar said in a written statement.

Is anyone testing the idea on the ground?

In Cleveland, Ohio, a non-profit called Universal Basic Employment (UBE) is launching a small pilot with a cohort of five workers who drive vans at a transportation company. Rather than creating jobs from scratch, the program subsidizes wages in existing private-sector positions in a way that benefits both workers and employers, according to founder and CEO Devin Cotten.

Cotten and his team targeted what they call an autonomous wage – the pay level at which people are no longer eligible for most social safety net benefits. In Cleveland, that figure was just over $27 per hour. At a cost of almost half a million dollars for one year, UBE's pilot will split that $27 figure with employers. The drivers currently make about $15 an hour, meaning the employer saves money on labor while the workers receive a sizable raise.

The program is not meant to replace other assistance such as housing vouchers, Cotten said. But delivering money as wages rather than siloed benefits lets workers build credit, potentially qualify for a mortgage, and keep dollars circulating in the local economy, helping revitalize poor neighborhoods.

That framing, Cotten argued, could broaden the policy's appeal beyond the Democratic coalition. "Work is a shared value across political lines," he said. "I think crafting a solution based on work allows us to be a bipartisan solution."

What happens next?

Whether the AI unemployment crisis turns out to be actual or perceived, the ideas now circulating range from a $25-an-hour federal resolution to a token-value tax and a five-worker pilot in Cleveland. If Amodei's one-to-five-year timeline proves even partially accurate, the politicians who dismissed the policy as trillions of dollars in fantasy spending may find the debate has moved from Senate banter to legislative necessity.