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Anthropic’s 2030 AI Economy Scenarios, Explained

The original report, the numbers from the 2030 video, and a practical worksheet for thinking about changing work.

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A larger economy and a larger paycheck are different outcomes. Anthropic’s economic scenario model explores how AI could change output, jobs and income distribution. Use it to compare assumptions, not as a forecast of your salary.

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Open Anthropic’s scenario explorer

Read Economic Scenarios for Transformative AI, the full technical report

The September 2026 working paper compares modest, substantial and extreme AI-change scenarios. The authors do not assign probabilities to them. Different assumptions about capabilities, adoption and task automation produce different economic paths.

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