Physicists at George Washington University have developed a formula to predict when AI chatbots will shift from producing helpful responses to harmful ones. The formula estimates the number of good tokens a model will generate before producing bad output, and early tests on small models show 94% accuracy. This addresses a safety gap in offline AI models that lack cloud-based monitoring.