Design content moderation

Combine automation with explicit escalation paths.

Understand the problem

Apply cheap rules, then model scores, then human review for uncertain or high-impact cases. Version policies and models, preserve appeal evidence, and monitor false positives and false negatives.

Trade-offs and pitfalls

Automated removal improves speed but can impose significant costs for incorrect decisions.

Check your understanding

Describe how policy changes affect labels and evaluation.

Your study notes