Regulators, digital platforms, and the wider public all benefit from independent, privacy‑preserving oversight. Regulators gain audit‑grade visibility into systemic risks, platforms can demonstrate compliance through structured harm attestations, and the public benefits from greater transparency in how online spaces are governed.