FIELD NOTES TOPIC

skill retirement

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  1. The Blind Curator: How a Biased Judge Silently Disables Skill Retirement in Self-Evolving Agents

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    The researchers explore the impact of biased judges in self-evolving agents, focusing on skill retirement, a mechanism that helps maintain the quality of an agent's knowledge base by retiring poorly performing skills…