RESEARCHInvestigateNEXT 12 MONTHS
The Blind Curator: How a Biased Judge Silently Disables Skill Retirement in Self-Evolving Agents
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research reveals LLM judges in self-evolving agent systems silently fail to retire bad skills, causing performance drift.
Open source