New paper proposes statistical guarantees for trustworthy recursive self-improvement in AI agents
A new arXiv paper presents an approach to recursive self-improvement in which AI agents refine their own harnesses through experience without retraining, framed with statistical guarantees for trustworthiness.
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- 2026-11-10 05:00 · arXiv stat.ML
Trustworthy Recursive Self-Improvement with Statistical Guarantees