Why it matters

Content safety is baseline for production. Understanding shapes options.

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The architecture

Categorize content.

Score per category.

Block or allow based on threshold.

Content safety stackContentprompt or outputClassifierprovider or openDecisionallow or blockLayered: provider moderation + open classifier + custom rules for policy
Content safety.
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How it works end to end

OpenAI Moderation API: free, general.

Azure Content Safety: broader.

Open: Llama Guard, ShieldGemma.

Custom fine-tunes for domain.