AI takeover is not the thing to worry about: physical constraints bound recursive self-improvement, and humans reliably act once a risk becomes immediate.

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• 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
• A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated. AIAlex Imas4 Jun 2026AGI
• A human being is not an AGI: we lack a huge amount of knowledge and rely on continual learning instead, so continual learning is what superintelligence should mean. ISIlya Sutskever25 Nov 2025AGI

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