Anthropic Models AI Shock That Could Push 2030 Unemployment to 11.9%

Anthropic, the developer of Claude, released the framework as generative AI accelerates the automation of knowledge work, fueling concerns about fewer jobs and the concentration of income among capital owners and highly profitable AI companies. Chief Executive Dario Amodei argues that if AI delivers rapid growth while driving up unemployment and inequality, governments should establish a tiered response system in advance. Companies and holders of capital income that benefit from AI should help bear the cost of the transition, he says.

Anthropic released its Economic Policy Framework on June 10, 2026, setting out responses for U.S. unemployment rates of about 5%, 10% and an “unprecedented” level, with the nearly 25% rate seen during the Great Depression often used as a reference for the last scenario. The measures progress from job training to wage and unemployment insurance, with basic income considered in the most severe case. The company also pledged $350 million, comprising a $200 million research fund and a $150 million nationwide grant program.

The accelerating use of generative AI to automate corporate operations has raised concerns that shrinking white-collar employment could hit consumer spending and incomes. Even a modest rise in overall unemployment could widen wealth inequality. Anthropic CEO Dario Amodei has warned that the impact could approach the scale of the Great Depression of the 1930s.

According to the latest report, Amodei estimates that AI could automate away as many as 20% of jobs over the next several years. The article did not disclose the exact date of his remarks or quantify the potential losses, but said a full-blown “job apocalypse” would not be necessary to trigger corporate layoffs, weaker household spending and slower economic growth.