Algorithmic Opacity, Socio-Economic Disparity, and the Crisis of Accountability in Autonomous Systems The contemporary technological landscape is defined by an escalating tension between the extraordinary predictive capabilities of artificial intelligence and the inherent inscrutability of the mechanisms that produce those predictions. This phenomenon, widely characterized as the "black box&