Fairness Reporting & Disclosure

Report fairness honestly. Learn fairness-section model cards, AEDT-style bias audit publication, transparency reports, system cards (frontier-model style), regulator-facing audit packets, customer-facing summaries, the standards (NIST AI RMF, ISO/IEC 24027, IEEE 7003), and the disclosure cadence that builds trust without overpromising.