RRSI Paper Shows Self-Evolving Agents Overfit Without Guardrails

A paper on RRSI shows that self-evolving agent harnesses overfit like any optimizer: without acceptance rules, evolve scores rise while token usage surges about 50%. The paper proposes regularization methods to address the issue.

2026-10-22 ~ 2026-10-22 · 2 related posts

• Self-Evolving Agent Harnesses Overfit Without Acceptance Rules, RRSI Paper Finds — idanbeck · 2026-10-22
• Self-evolving agent harnesses overfit like any optimizer; RRSI paper prescribes regularization — idanbeck · 2026-10-22