FIELD NOTES TOPIC
self-improving ai
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The Blind Curator: How a Biased Judge Silently Disables Skill Retirement in Self-Evolving Agents
The authors investigate how a biased judge affects the retirement of skills in self-evolving agents, particularly in reference-free tasks. They show that a biased judge can cause a mechanism failure they call 'silent…
