Claude is being used to moderate user-generated content on a social media platform. Which approach is MOST appropriate?
Select an answer to reveal the explanation.
Short Explanation and Infographic
AI-assisted moderation with human oversight is the responsible approach — Claude catches the obvious cases fast, and humans review the hard calls. Never let AI be the last word on consequential decisions.
Full explanation below image
Full Explanation
Content moderation is a legitimate and valuable use case for Claude. Best practice involves a human-in-the-loop approach: Claude efficiently processes high volumes of content, flags potential violations with categories and confidence levels, and surfaces borderline cases for human review. Humans make final decisions, especially for account actions, removals, and appeals. Fully automated final decisions without human oversight risk error propagation and lack accountability. Option A (no human review) is inappropriate for a high-stakes system. Option C (auto-delete without flagging) lacks transparency and audit trail. Option D is wrong — content moderation is permitted.