PEOPLE, PRIVACY & FAIRNESS · Workflow idea

Handle a possible policy violation consistently while keeping difficult judgments reviewable.

For work involving user-submitted content, possible policy concerns, and proposed moderation routes, start with a defined purpose and check the evidence before taking the next step. Organize a content report with relevant policy references and a proposed moderation queue for a human moderator. Automated flags can misread context, dialect, satire, or threats, and moderation can affect safety and expression. Minimize personal data, protect reporters and subjects, use clear policy and appeal routes, escalate credible imminent harm to designated staff, and require a trained moderator to approve consequential actions.