Tag

content moderation

3 articles

Policy Invariance as a Better LLM Judge Test

This paper argues that accuracy alone is not enough to trust LLM safety judges, and proposes policy invariance as a reliability test.

AI now shapes social feeds, moderation, ads, and deepfake risk, while chatbot use keeps pulling attention away from posting.

AI apps should treat moderation flags as signals, not automatic shutdowns, because hard-blocking every flag overblocks legitimate content.