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Evolving to Match Capabilities: Improving Harness Self-Evolution via Skill Adaptation

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2610.33024v1 Announce Type: new Abstract: Harness self-evolution offers a practical route for LLM agents to improve from execution experience without updating model parameters. Its effectiveness depends on whether models can successfully act on the guidance provided by their harnesses. Howeve…

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  1. 2026-10-27 04:00 · arXiv cs.LG
    Evolving to Match Capabilities: Improving Harness Self-Evolution via Skill Adaptation

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