Legal Reviews of War Algorithms: From Cyber Weapons to AI Systems

15 December 2025

Abstract 

States are obliged to conduct legal reviews of new weapons, means, and methods of warfare. Legal reviews of artificial intelligence (AI) systems pose significant legal and practical challenges due to their technical and operational features. This article explores how insights from legal reviews of cyber weapons can inform those of AI systems and AI-enabled weapons. It first delves into legal criteria relevant in the cyber domain that can help determine which AI-enabled tools deserve scrutiny, and how temporal considerations in legal reviews of evolving cyber weapons can inform when reviews of learning AI tools should be triggered. Further, this article examines how substantive rules of international law relevant to cyber weapons’ reviews, including targeting law and the prohibition on indiscriminate weapons, offer guidance for assessing AI systems’ legality. Finally, from a practical angle, it addresses how assessment frameworks and toolkits in the cyber domain can support and inform review practices of AI-enabled systems.

Disclaimer: This publication is originally published by the Lieber Institute website. The views, information and opinions expressed in this publication are the author’s/authors’ own and do not necessarily reflect those of the GCSP or the members of its Foundation Council. The GCSP is not responsible for the accuracy of the information.

Authors
Dr Tobias Vestner
Director of Research and Policy Advice Department & Head of Security and Law
Mr Nicolò Borgesano
Associate Strategic Programme Officer at ITU and former Associate Project Officer at GCSP