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Federal Appeals Court Rejects Anthropic's Request to Halt Pentagon Blacklisting

The U.S. Court of Appeals for the Federal Circuit rejected Anthropic's bid to halt the Department of Defense's decision to blacklist the company’s artificial‑intelligence technology. In a written opinion, the judges said the balance of equities favored the government, noting that compelling the Pentagon to keep using Anthropic's tools would constitute a "substantial judicial imposition on military operations."

Anthropic, a San Francisco‑based AI startup, argued that the blacklisting would cause irreparable financial harm and that the Department had acted without following standard procurement procedures. The court acknowledged the company's concerns, calling them "substantial challenges" that merit quick resolution, but ultimately held that the risk to national security outweighed the company's financial interests.

"In our view, the equitable balance cuts in favor of the government," the opinion read. "On one side is a relatively contained risk of financial harm to a single private company. On the other side is judicial management of how, and through whom, the Department of War secures vital AI technology during an active military conflict. For that reason, we deny Anthropic’s motion for a stay pending review on the merits."

While the court denied the stay, it did not dismiss Anthropic's claims entirely. The judges agreed that the company is likely to suffer some irreparable injury while the litigation proceeds and ordered that the case be expedited.

The Computer & Communications Industry Association (CCIA), which filed briefs on both sides, warned that the Pentagon’s ability to blacklist a domestic AI firm without adhering to normal procurement rules creates uncertainty for the tech sector. CCIA CEO Matt Schruers said, "Designating a company as a supply chain risk is a tool normally reserved for foreign adversaries, and should be used with discretion and proper procedure."

Schruers added that allowing the government to sideline a U.S. AI company could undermine innovation and give foreign competitors an unfair advantage. The trade group's comments reflect broader industry anxiety about political considerations influencing federal procurement decisions.

Legal experts note that the case underscores the tension between rapid military adoption of emerging technologies and the established rules governing federal contracts. The court’s decision signals that, at least for now, the Department of Defense retains broad discretion to manage its supply chain in the face of national‑security concerns.

Anthropic has indicated it will continue to pursue the case on its merits, seeking a judicial review of the blacklisting decision. The outcome could shape how future AI contracts are awarded and whether domestic firms can challenge similar procurement actions.

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Source: Ars Technica2

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