THE DE FACTO AI GENERAL

The conflict in Ukraine has become the primary operational laboratory for autonomous and semi-autonomous weapons systems. This paper argues that the convergence of unmanned ground vehicles (UGVs), fiber-optic first-person-view (FPV) drones, AI-guided aerial systems, and multi-domain data fusion platforms has produced a de facto command architecture that functions as an artificial general in the military sense: a system capable of simultaneous pattern recognition across heterogeneous sensor stacks, real-time probabilistic targeting at scale, and coordinated multi-platform action that structurally exceeds the decision-making bandwidth of any human commander. The paper examines this emergence across four analytical registers — technical capability, legal accountability, geopolitical proliferation, and the epistemological implications of stacked uncertainty — and concludes that the international community is not approaching an autonomous weapons threshold but has already crossed several simultaneously, without governance frameworks adequate to any of them.