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ResearchSeptember 15, 2026

Generalized Agent Iteration: One Formal Framework for Iterative Policy Improvement and Recursive Self-Improvement

When we speak of recursive self-improvement (RSI), are we speaking of a phenomenon, a mechanism, or a prospect? Towards autonomous and evolving intelligence, RSI is being claimed at many scales, while no single framework that formally describes these emerging instances exists.…

Hongyao Tang, Yi Ma, Pengyi Li, Yifu Yuan·arXiv — cs.AI
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Key Takeaways
  • 01.When we speak of recursive self-improvement (RSI), are we speaking of a phenomenon, a mechanism, or a prospect
  • 02.Towards autonomous and evolving intelligence, RSI is being claimed at many scales, while no single framework that formally describes these emerging instances exists.…

This material is provided as an extended analytical summary.

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Aggregated within AI Qazaqstan national intelligence stream with author attribution.

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