Use cybersecurity protocols to teach supply-chain risk, sandbox limits, disclosure duties, and defensive AI lab controls after OpenAI incidents.
PACMAN Framework Safety in AI Fusion Tests
PACMAN Framework analysis of PPPL tests, safety gates, 20 ms control loops, sensor risks, and limits for AI-managed fusion.