Intelligent scoring
Multi-label toxicity models score every comment before it reaches a moderator.
Live moderation
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On Prova a strangolare due bambini: la vicenda diventa un caso politico...
This is a real comment on "Prova a strangolare due bambini: la vicenda diventa un caso politico..." on Facebook: "🤬🤬🤬🤬🤬🤬🤬🤬🤬🤬🤬🤬". Flagged as Deleted. Handled by Filter. Community Shield classified it and applied your rules — no manual queue unless you configured one.
Comment preview
Facebook
Deleted
Prova a strangolare due bambini: la vicenda diventa un caso politico...
Moderated comment
AI policy
Allow 85%
Rationale
Il commento è composto esclusivamente da una serie di emoji 'faccina arrabbiata' (imprecazione). Non vi è testo verbale offensivo o minaccioso.
Decision
Sebbene non aggiunga contenuto informativo, l'uso di emoji non costituisce violazione delle regole P1 o P2 e ricade nella dinamica della polemica aspramente espressa ammessa (P3).
What happened automatically
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Comment detected
The signal was captured in real time from the social channel.
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AI scoring applied
Toxicity, insults and policy rules produced a classification score.
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Action executed
The comment was handled on Facebook according to your thresholds and workflows.
Why Community Shield
Every comment you see here is proof of automated moderation at scale — real messages, real decisions, zero copy-paste for your team.
Your rules, enforced
Review and delete thresholds run consistently — 24/7, on every channel.
Operational clarity
Each signal shows status, authority and AI rationale for full auditability.
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