Harness self-evolution benefits vary by model capability; skill adaptations that help stronger models may offer little or negative value for weaker models.
Read the original at arxiv.org→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...
Original headline: "Evolving to Match Capabilities: Improving Harness Self-Evolution via Skill Adaptation"
Coverage timeline
- Oct 27, 04:00 UTC arXiv cs.LG lead source Evolving to Match Capabilities: Improving Harness Self-Evolution via Skill Adaptation