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Self-Reports Are Not Verification: Environment-Grounded Auditing of LLM Operators in Evolutionary Search
Language model agents increasingly propose actions, observe external feedback, and explain their own behavior. Their confidence and rationales are convenient monitoring signals, but convenience is not verification. We introduce an environment-grounded audit in which every intermediate proposal recei
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