Why it matters

Content moderation shapes safety. Understanding shapes design.

Advertisement

The architecture

Classifier per axis.

Category scores.

Threshold + action.

Content moderation stackInput + outputmoderate bothMulti-axis classifierstoxicity + violence + etc.Actionsblock / warn / logProvider APIs + Llama Guard + ShieldGemma; combine + tune thresholds
Content moderation.
Advertisement

How it works end to end

OpenAI Moderation + Azure Content Safety + Llama Guard.

Combine + tune.

Layer on input + output.