The AI Black Box Dilemma The AI Black Box Dilemma: Illuminating AI’s Inner Workings. As artificial intelligence increasingly drives critical business decisions across large enterprises, a fundamental challenge threatens to undermine its potential: the “black box” problem. Despite sophisticated capabilities, many AI systems cannot explain how they reach specific conclusions, creating significant business, regulatory, and…...