Predict, Don't React: Value-Based Safety Forecasting for LLM Streaming

Pride Kavumba, Koki Wataoka, Huy H. Nguyen +2

In many practical LLM deployments, a single guardrail is used for both prompt and response moderation. Prompt moderation operates on fully observed text, whereas streaming response…