Decide when AI-flagged moderation items need sampling, escalation, or automation pause.
AI queue Seventy-four comments were auto-hidden overnight, and complaints cluster around one dialect group. The dashboard average is not the same as community risk. AI risk workflow Govern, Map, Measure, Manage A flag is a risk signal. The moderator's job is to understand context, measure concentrated errors, and manage consequences. Trust the score Clear the queue because precision looks fine overall. Automation remains useful without becoming unaccountable. The more consequential the action, the more visible the human review. 01 Map 02 Measure 03 Manage Context risk The flagged comments include slang, quoted insults, and members describing harassment they received.
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