Recursive self-improvement will increase AI capability very quickly from here.

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• AI is already inside the recursive self-improvement loop — what the labs have shipped in recent weeks shows the cycle has started. CPChamath Palihapitiya3 Aug 2026recursive self-improvement
• AI takeover is not the thing to worry about: physical constraints bound recursive self-improvement, and humans reliably act once a risk becomes immediate. NLNathan Lambert3 Feb 2025recursive self-improvement
• Coding agents already do coarse-grained recursive self-improvement, because every use rewrites their instruction files and their long-term memory. JHJensen Huang26 Jul 2026recursive self-improvement
• Coding is not just another application domain for AI; it is the meta-skill that lets AI generate its own training material and start the recursive self-improvement loop. FCFrançois Chollet10 Aug 2026recursive self-improvement
• Recursive self-improvement has already started, because AI research itself is now being automated. JLJan Leike22 Jan 2026recursive self-improvement

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