Live streaming moderation in real time — because content that harms in seconds cannot wait for review that arrives in hours.
Live video is moderation’s hardest case: harm happens in real time, and after-the-fact review is too late by definition. Most platforms answer with either no live features or unmoderated ones. Verify exists so a platform can offer live streaming without abandoning its safety contract.
Verify applies the Candor screening discipline to the live path — monitoring streams as they happen and feeding moderation verdicts while a stream is still running, with escalation to human review and stream-level action where signals warrant it. The same fail-closed philosophy applies: live features exist because the moderation exists, not despite it.
Every claim on this page will map to a dated behavioral proof before it publishes as verified. Entries below are being re-run and captured.