Sam Altman warns AI could upend jobs and the economy sooner than expected

OpenAI CEO Sam Altman delivered a blunt message this week: artificial intelligence is moving into the workforce far faster than most people expect, and the shift could reshape jobs and the broader economy sooner than many leaders are ready for.

Speaking at the BlackRock Infrastructure Summit in Washington, D.C., Altman said the rise of advanced AI systems is beginning to tilt the balance between labor and capital in a way the modern economy has never experienced. GPUs and large-scale computing infrastructure are now capable of outperforming humans across a growing list of tasks, from writing software code to conducting legal research and handling customer support.

The result, he said, is a structural change in how work gets done.

Altman pointed to a growing trend inside corporate boardrooms: companies attributing layoffs to artificial intelligence, whether or not AI is actually responsible. He described the phenomenon as “AI washing,” where executives frame job cuts as the result of technological change.

“Data centers are getting blamed for electricity price hikes. Almost every company that does layoffs is blaming AI, whether or not it really is about AI,” Altman said.

Behind the rhetoric, he believes something deeper is happening. The traditional relationship between workers and capital is shifting as computing power becomes more capable and less expensive.

“It’s hard in many of our current jobs to outwork a GPU,” he said.

Entrepreneurs are already experimenting with what that future might look like. A new wave of startups, particularly in India and other fast-moving tech hubs, is building so-called “zero-person” companies. These ventures run almost entirely through AI agents that write code, draft legal documents, answer customer questions, and manage operations after receiving simple prompts from founders.

The concept reflects a new type of startup economics: capital flowing into compute power rather than large teams of employees.

Signs of the shift are already appearing in the broader tech industry. One day before Altman’s appearance in Washington, Australian software giant Atlassian announced it would cut about 1,600 jobs, roughly 10 percent of its global workforce, in a move aimed at redirecting resources toward artificial intelligence and enterprise sales.

CEO Mike Cannon‑Brookes framed the layoffs as a reflection of changing skill demands inside the company.

“It would be disingenuous to pretend AI doesn’t change the mix of skills we need or the number of roles required in certain areas,” he said.

The restructuring is expected to cost between $225 million and $236 million and comes amid heightened pressure across the software sector as companies race to integrate AI into products and workflows.

Altman does not hide the potential disruption ahead. He described the coming transition as “painful,” predicting that it will trigger “very intense and uncomfortable debates” about employment, economic policy, and how societies define prosperity in an age where intelligence becomes widely available.

At the same time, he believes the long-term outcome could be far more optimistic. AI systems may eventually produce intelligence so abundant and inexpensive that it resembles public utilities.

Altman described the possibility of intelligence becoming “too cheap to meter,” echoing earlier moments in technological history when electricity and computing radically lowered the cost of productivity.

Yet even the leaders building the technology admit there is no clear roadmap for managing the shift.

“If there was an easy consensus answer, we’d have done it by now, so I don’t think anyone knows what to do,” Altman said.

AI Is Reshaping Jobs and Capitalism Faster Than Expected

Governments are beginning to confront the question. Altman said the economic impact on employment will soon dominate policy discussions as lawmakers prepare for a labor market shaped by AI systems capable of performing many cognitive tasks once reserved for humans.

 “AI’s economic impact on jobs is going to be a huge topic,” OpenAI CEO told Congress.

Forecasts from global financial institutions suggest the scale of disruption could be large. The International Monetary Fund has estimated that artificial intelligence could affect as many as 300 million full-time jobs worldwide. Research from Goldman Sachs projects that AI-driven automation could displace around 6–7 percent of the U.S. workforce and push unemployment higher in the coming years.

“[Altman] warned that “the next few years are going to be a painful adjustment,” heavily marked by “very intense and uncomfortable debates” over how to reshape society,” Fortune reported.

Other AI leaders share similar concerns. Dario Amodei has warned that entry-level white-collar roles may face particularly heavy disruption as companies deploy AI tools capable of performing research, writing, and analysis.

Dario is not alone. A recent study from Massachusetts Institute of Technology reached a similar conclusion. Researchers estimated that generative AI could replace about 11.7% of U.S. jobs, putting roughly $1.2 trillion in wages at risk if companies adopt the technology at scale.

The possibility of widespread automation has revived discussions of universal basic income. Altman has supported the concept for years and previously funded pilot programs to test it as a potential economic safety net.

Economists are now asking a deeper question raised during Altman’s remarks: how should societies measure progress in a future where intelligence becomes abundant and traditional economic indicators capture only part of the change?

Altman described the potential arrival of a “forever deflationary world,” in which AI systems lower the cost of many goods and services. Living standards could rise even as traditional metrics struggle to reflect the shift.

Some researchers, including Demis Hassabis, have suggested the technology could eventually lead to a new scientific and economic renaissance once the labor market adjusts.

Altman’s warning carries a clear message. Artificial intelligence is moving beyond productivity tools and beginning to alter the foundations of work itself. The coming decade may test how quickly institutions, companies, and workers can adapt to a labor market shaped by machines that learn, reason, and produce knowledge at scale.

The debate he predicted is already underway. And the pace of change may surprise even those who follow the technology closely.

Watch Altman’s remarks from the BlackRock Infrastructure Summit in Washington, D.C., below.