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
You want Claude to flag and categorize content for human review, with humans making final decisions on borderline cases. It catches obvious cases fast, but you shouldn't let automated moderation be the last word on consequential decisions.
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. The fully automated moderation approach with no human review is inappropriate for a high-stakes system because it risks error propagation and lacks accountability. The auto-delete-without-flagging approach lacks transparency and an audit trail. The claim that content moderation is prohibited under Anthropic's usage policies is wrong; content moderation is permitted.