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When AI Builds Itself

Favaro, Marina, and Jack Clark · Anthropic Institute · 4 June 2026

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The Introduction uses this for the moment AI starts building more of itself; Chapter 26 returns to the same figures to show the pace of capability growth inside the company building Claude.

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Favaro, Marina, and Jack Clark. 'When AI Builds Itself.' Anthropic Institute, 4 June 2026. www.anthropic.com/institute/recursive-self-improvement. (80 percent of Anthropic's merged code written by Claude; engineers shipping roughly 8x more code per quarter, comparing 2021 to 2025.