Moderation Classifier Stack

Operate the moderation classifier stack. Learn toxicity, hate, NSFW, violence, and self-harm classifiers, calibration per surface, threshold tuning per audience and severity level, the eval-vs-policy alignment problem (model labels drift from policy), and the canonical pipeline from raw signal to enforcement-eligible decision.