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A Verifier Can Leak the Answer: Diagnosability Before Optimization in Closed-Loop Agent Debugging
Agent developers increasingly compare prompts, tools, policies, and diagnosis algorithms through simulator-grounded verifiers. A verifier can nevertheless make a solver comparison vacuous: if its probes or predicates encode the target identity, an exact optimizer may appear effective without resolvi
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