What are the key steps in designing a real-time detection and rollback system to contain a jailbreak for an AI model like GPT-5?

1. Reframe as incident response speed. 2. Monitor refusal-rate deviation in real time. 3. Cluster incoming prompts by embedding similarity. 4. Ship a lightweight patch instead of a full retrain. 5. Canary the patch before a full rollout. 6. Keep a rollback path ready. 7. Close the loop with red-team evaluations.