Military AI as ‘Abnormal’ Technology

https://www.lawfaremedia.org/article/military-ai-as–abnormal–technology

Publish Date: 2026-03-12 10:36:00

Source Domain: www.lawfaremedia.org

Pentagon’s Initial Concerns vs. AI Integration: Initially tagged as a national security risk by the Pentagon due to usage restrictions, Anthropic’s AI model, Claude, was swiftly utilized in military operations in Iran, highlighting the divergent pace of AI integration in the military sector compared to civilian institutions.
Different Rates of AI Adoption: While civilian entities adopt AI incrementally due to risks, costs, and regulatory limitations, militaries around the world—including the United States, China, and Israel—are rapidly integrating and experimenting with advanced AI in operations, driven by competitive arms races and strategic imperatives.
Externalized Costs and Risks in Military AI: In the military sector, costs associated with AI integration, including failures and potential civilian harm, are often externalized and borne by taxpayers rather than the procuring institutions. Wealthy states can afford to invest in competing AI platforms and absorb potential losses.
Limited Oversight and Epistemic Opacity: The use of AI in military operations is largely opaque due to operational secrecy, legal doctrines, and the pressure to portray missions as successful. This opacity limits external validation and accountability, unlike in civilian applications where AI shortcomings are often rapidly revealed.
Governance Challenges for Military AI: Unlike civilian AI regulation, military AI adoption requires a reimagined approach to governance that anticipates structural pressures undermining traditional safeguards, including early-stage legal interventions, strengthened review mechanisms, and adaptive accountability to manage the abnormal dynamics of military AI integration.
Institutional and Legal Adaptation: The future governance of military AI requires adapting legal and institutional frameworks that can keep pace with the accelerating tempo of machine-enabled warfare, addressing how and why AI systems are adopted, and ensuring AI-enabled operations are conducted lawfully.