Azarakhsh discusses the critical issue of tearing mode, one of the most fatal instabilities in plasma, emphasizing the need for focused solutions rather than broad models. By leveraging reinforcement learning, a predictive simulator is developed to enhance control and prevent instability, akin to how pilots train in simulators before flying. This innovative approach allows for better utilization of existing control mechanisms to avert catastrophic failures in fusion environments.
