If AI grows the economy by a third but workers' share shrinks, who owns the bigger pie?
Anthropic’s own model says the most AI-transformed 2030 delivers 15% annual growth alongside 18% unemployment for knowledge workers and a labor share falling from 60% to 45%. If the pie genuinely gets bigger while the slice for people who work for a living stays the same, what claim do workers have on the gains, and what mechanism, if any, could actually deliver it?
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In today’s episode of Minds, Bodies, and Terawatts, dated September 10, 2026, we dug into the Anthropic Institute’s ‘Economic Scenarios for Transformative AI,’ the working paper that finally puts numbers on Dario Amodei’s warning about 10-20% unemployment. The striking finding is that in every scenario the company modeled, the economy grows while labor’s share of it shrinks, and the paper’s own mechanism for displaced coders is to become electricians and nurses. We looked at this through the book’s ’three AI futures’ lens, elite capture versus peaceful transition versus chaos, and asked whether a bigger pie with a fixed slice for workers is just elite capture with better GDP charts. Listen to the full episode and tell us where you think the gains should flow.
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