Professor Elliot Winter of Newcastle University examines the gap between rapidly advancing autonomous weapons systems and the international legal frameworks meant to govern them. The piece notes that AI-enabled weapons, such as the U.S. Marine Corps’ “Bullfrog” system, are already deployed in the field even though legal responsibility for erroneous targeting decisions remains undefined. Winter argues that human supervision remains essential because AI systems can amplify training biases, including gender and racial prejudices, that could lead to misidentification of civilian targets, and he calls for oversight mechanisms such as defined chains of command, fixed mission parameters, and deactivation capabilities.