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arxiv_llm_reliability ยท Nov 7, 2026 ยท paper

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Trustworthy Recursive Self-Improvement with Statistical Guarantees

arxiv.orgNov 7, 2026
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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-im...

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