Traditional moderation focuses on removing individual pieces of harmful content. Civility Bureau doesn’t moderate or enforce. We provide neutral infrastructure for systemic-risk visibility. Platforms submit structured harm attestations, and regulators gain audit-grade oversight across the ecosystem.