▼Anthropic Publishes Three Scenarios for the US Economy in 2030, Including One With 11.9% Unemployment

Score history

Daily conviction score, 0 to 100. Higher means the thesis is more strongly corroborated.

Now 37 · -2 since Oct 9 · ranged 37 to 39

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Why the conviction moved

• Oct 8
  Strengthened +2

  In all three of Anthropic's scenarios, wages for physical occupations rise while screen-based knowledge work takes the losses. This adds a sector-level split to the GDP and labor-share range, giving the report more detail for others to cite.

• Oct 6
  Strengthened +1

  New coverage of Anthropic's 2030 scenarios adds the 17.9% knowledge-worker unemployment figure from the extreme case and the 10,980-person survey. It confirms that labor's share falls in all three scenarios.

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Source trail

• Supporting · October 8, 2026

  Anthropic's economics team models US GDP in 2030 at 1.6% to 32.4% above a no-AI baseline, with labor's share of income falling to as low as 45%

  In all three of Anthropic's scenarios, wages for physical occupations rise while screen-based knowledge work takes the losses. This adds a sector-level split to the GDP and labor-share range, giving the report more detail for others to cite.

  Anthropic Research

• Supporting · October 6, 2026

  Anthropic's 2030 scenario model puts AI's boost to US GDP between 1.6% and 32.4% and has the labor share falling in every case

  New coverage of Anthropic's 2030 scenarios adds the 17.9% knowledge-worker unemployment figure from the extreme case and the 10,980-person survey. It confirms that labor's share falls in all three scenarios.

  Anthropic Research