From Prediction to Understanding: Interpretable AI for Mission-Critical Applications

Abstract Artificial Intelligence (AI) systems have achieved remarkable predictive performance across diverse domains. However, in mission-critical applications—such as healthcare, defense, finance, transportation, and critical infrastructure—accurate...