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Court rules Trump can blacklist Anthropic for refusing to enable Claude features

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Jon Brodkin

September 28, 2026
Court rules Trump can blacklist Anthropic for refusing to enable Claude features

A U.S. appeals court has upheld the Pentagon's decision to blacklist Anthropic, citing national security risks regarding its AI models. The 2-1 ruling supports the administration's authority to restrict technology that could cause operational failures in military systems.

U.S. Appeals Court Upholds Pentagon Ban on Anthropic

A Significant Legal Precedent

In a landmark 2-1 decision, the U.S. Court of Appeals for the District of Columbia Circuit has affirmed the Pentagon’s authority to blacklist Anthropic, marking a pivotal moment in the intersection of national security and artificial intelligence. The ruling, authored by Circuit Judge Gregory Katsas and joined by Circuit Judge Neomi Rao, rejected Anthropic’s legal challenge, which had argued that the Department of Defense's (DOD) ban on its Claude AI models was arbitrary, unauthorized, and unconstitutional. This decision serves as a major setback for the AI firm, which has been embroiled in a protracted legal battle with the Trump administration since the designation was first issued in March.

The Core Security Concerns

The court's opinion emphasized that the Department of Defense maintained "ample support" for its conclusion that integrating Claude into military information systems posed a legitimate national-security risk. The judges highlighted the tension between the utility of advanced AI and the potential for catastrophic failure. Specifically, the court noted the "sobering prospect" of overly constrained AI models shutting down unexpectedly during critical military operations, which could lead to significant mission failure. This rationale underscores the government's stance that the DOD must have the authority to regulate software that directly interfaces with sensitive military infrastructure.

Balancing AI Utility and Lethal Risk

A central point of contention in the proceedings involved the inherent risks of generative AI in a defense context. While Anthropic argued that its models were being unfairly targeted, the court pointed to the danger of unconstrained AI models potentially "hallucinating" inappropriate targets for lethal military force. This judicial acknowledgment of AI's volatility in high-stakes environments signals a shift in how the judiciary views the oversight of dual-use technologies. The ruling suggests that even in the absence of malicious intent, the operational unpredictability of an AI model can constitute sufficient grounds for a federal supply chain ban.

Implications for AI Governance

This case represents a highly unusual application of the Pentagon's authority, setting a precedent that may influence how other AI developers interact with federal agencies. By upholding the DOD's decision, the court has essentially affirmed that the government can restrict technology companies based on functional limitations that impede military readiness. This could lead to more stringent vetting processes for private-sector AI providers seeking to integrate their systems with government contractors or directly with the Department of Defense.

Future Trends and Regulatory Oversight

As the military continues to integrate machine learning and large language models into its command-and-control structures, this ruling will likely serve as a foundational reference for future litigation. The dissent from Circuit Judge Karen LeCraft Henderson highlights the ongoing legal friction regarding where the line of federal regulatory power ends and private innovation freedom begins. Moving forward, AI developers will likely face increased pressure to ensure their models are not only secure from external cyber threats but are also operationally predictable enough to meet the rigorous, non-negotiable standards of national security protocols.

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