Trustworthy Recursive Self-Improvement with Statistical Guarantees
arXiv:2611.10787v1 Announce Type: new Abstract: Recursive self-improvement offers a promising path toward AI agents that improve through experience by refining their own harnesses without retraining their underlying large language models (LLMs). Making this self-improvement process reliable, howeve…
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Timeline · 2 reports
- 2026-11-10 05:00 · arXiv cs.AI
Is Recursive Self-Improvement Safe? - 2026-11-10 05:00 · arXiv stat.ML
Trustworthy Recursive Self-Improvement with Statistical Guarantees