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When Evidence Becomes a Veto: Procedural Objectives and Decision-Authority Inflation in LLM Agents
An LLM agent can correctly recognize that an intermediate observation is useful and still use it for the wrong decision. We study decision-authority inflation: the autonomous promotion of a non-dispositive signal into a rule for whether justified downstream work should continue. Control
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