Frontier Engineering
AI Safety, Ethics & Risk

Output Filtering

Output filtering inspects a model's response before it reaches the user, blocking or rewriting content that violates policy — such as leaked secrets, personal data, or unsafe instructions. It complements input-side guardrails: even a well-prompted model can occasionally produce disallowed output, so a final check on the response is a defense-in-depth layer for production systems.