

Ioana Marinescu
Associate professor of economics at the University of Pennsylvania and research associate at the NBER, known for work on labor markets, antitrust, and the economics of AI; member of Anthropic's Economic Advisory Council.
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Mar 4, 2026 • 1h 3min
Intelligence Saturation and the Economics of AI – with Ioana Marinescu
Ioana Marinescu, Penn economics professor and NBER research associate who studies labor markets and AI economics, explains her intelligence vs physical sector framework. She discusses intelligence saturation, key metrics to watch, why robotics faces limits, and policy ideas like AI Adjustment Insurance and a digital dividend. The conversation covers global competition, UBI evidence, and the personal impact of AI on knowledge work.


