Question

A team deploys a Claude-powered chatbot that helps customers draft product reviews. Before any generated review is shown to the customer, the team wants to automatically block responses that contain profanity, competitor names, or personally identifiable information. Which approach best implements this safeguard?

Accepted Answer

Add an output validation layer that programmatically screens Claude's response against the blocklist rules and withholds or regenerates it before display

Answer

Increase the temperature setting so Claude produces more varied wording that is less likely to repeat prohibited terms

Answer

Add a line to the system prompt asking Claude to please avoid profanity and trust the model to always comply

Answer

Lower max_tokens so responses are too short to contain prohibited content