Economist Nouriel Roubini, famous for anticipating the 2008 global financial meltdown, has built a career on catastrophic warnings that earned him the moniker “Dr. Doom.” But his latest long-range outlook on artificial intelligence—a forecast that ends with the government seizing stakes in Big Tech and mailing checks to every citizen—is one he insists is profoundly optimistic.

During a Friday appearance on Bloomberg TV, Roubini was asked to address the looming insolvency of the Social Security trust fund, which is projected to run dry by 2032. He quickly pivoted from the standard debate over raising the retirement age, arguing that such tweaks are laughably insufficient for the scale of labor market disruption that is coming.

In the next two decades, Roubini predicts, a massive portion of the workforce will be displaced by AI and robotics. “Eventually, we need some form of universal basic income for everybody while they work and once they retire,” Roubini said. “We’re already on the way.”

The idea of a government-backed safety net for workers displaced by automation has been floating through tech and policy circles for years. OpenAI CEO Sam Altman has previously suggested that governments might provide a guaranteed income, though he has since distanced himself from the concept. The conversation has advanced beyond Silicon Valley, however. Early this year, the U.K.’s minister for investment disclosed that the British government is actively evaluating the introduction of a universal basic income to support workers in sectors vulnerable to AI displacement.

Roubini’s thesis hinges on the arrival of artificial general intelligence, a form of AI that matches or surpasses human cognitive abilities. He characterizes this shift as the most significant technological innovation in human history. The economic payoff, by his calculation, will be staggering: GDP growth could accelerate from a baseline of 2% to 4% by the end of this decade, surge to 6% by 2040, and hit 10% by 2050.

That explosion of productivity creates a straightforward political solution in his model: tax the winners heavily and redistribute the windfall. “We’ll have either ex-post distribution—that is universal basic income—or we’ll have it ex-ante. Ex-ante means some form of socialism,” Roubini explained. “Essentially, the government is going to take over some fraction of the big tech firms.”

Roubini suggested that AI companies are already open to handing equity to the state, referencing a report in the 《Financial Times》. The report detailed that OpenAI has internally discussed giving the U.S. government a 5% stake in the company as a mechanism for the public to share in the financial upside of AI. Altman’s framework would require other AI firms to offer similar equity concessions, though it remains unclear whether domestic rivals would agree to such a plan.

When the interviewer pressed Roubini on whether this trajectory was bleak, he rejected the label entirely. He called the outlook optimistic, precisely because it assumes a world with 10% economic growth and “machines doing all the work.”

This vision of a post-labor economy aligns with predictions from Tesla and SpaceX CEO Elon Musk. Musk has forecast that within 20 years, advances in AI and robotics will render traditional employment optional. “You can grow your own vegetables in your garden or you could go to the store and buy vegetables,” Musk said on an episode of the “People by WTF” podcast in December. “It’s much harder to grow your own vegetables. But some people like to grow their vegetables, which is fine. But it’ll be optional, in that way, is my prediction.”

The Road to 2050: Roubini’s GDP Trajectory

TimeframeProjected GDP Growth RateEnd of Decade (Baseline)2% – 4%20406%205010%

Roubini’s framework marks a stark departure from traditional fiscal conservatism, essentially arguing that the sheer magnitude of AI-generated wealth will force governments to choose between direct cash transfers to citizens (UBI) or preemptive nationalization of equity in AI firms (socialism). By framing both outcomes as inevitable and desirable, “Dr. Doom” is betting that the only thing more frightening than a massive redistribution of wealth is a future where that wealth is hoarded entirely by machines and their owners.