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National Cyber Director Sean Cairncross says the U.S. needs government and industry to work together on AI security so that risk controls protect critical systems without slowing the innovation the country needs to compete with China. The effort he described includes technical testing and safeguards, information sharing and early pilots—not a new consumer AI product.
Why Cairncross says cooperation matters
AI is developing in private companies, while its risks can reach critical infrastructure and national security. Cairncross’s argument is that neither side can manage that tension alone: companies need to secure the systems they build, and government needs industry’s technical knowledge and visibility into emerging threats.
In remarks reported by CyberScoop on October 1, 2026, Cairncross described coordination across critical-infrastructure sectors as improving both between industry and government and among companies. The aim is to make security part of deploying and scaling AI, rather than a barrier added after innovation has occurred. In March 2026, he similarly described technical security as fundamental to scaling AI.
What the collaboration involves
Evaluation and testing
Model evaluation and testing are intended to examine how a system behaves and how it performs under relevant conditions before or as it is used. The reports describe this as work underway, but do not specify a common testing standard, publish results, or establish that participating models have passed a government certification.
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Guardrailing and sandboxing
Guardrailing means putting controls around a system’s behavior or use; sandboxing means evaluating or running it in an isolated environment to limit its interaction with other systems. In this policy context, they are among the technical approaches being explored to manage risk. The reported accounts do not provide implementation details or show how effective any particular safeguard has been.
Information sharing
Coordination also means exchanging information about threats and defensive responses. Cairncross has described companies as helping illuminate the cyber “battlefield” through information sharing and defensive action. That can give government and other organizations a clearer picture of risks affecting interconnected sectors.
What the ONCD pilots are testing
The Office of the National Cyber Director (ONCD) is involved in pilots that apply this coordination to real-world settings. The accounts identify two efforts, but do not report measured outcomes or provide enough detail to assess their results.
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Defense infrastructure
One pilot involves the Department of Defense and the Cybersecurity and Infrastructure Security Agency (CISA) and touches defense infrastructure. The available description does not specify the systems involved, the exact AI use case, or the pilot’s findings.
Rural hospitals
A separate ONCD pilot involves rural hospitals. Its inclusion points to an interest in testing applications outside defense settings, but the reported information does not identify participating hospitals, describe a deployed system, or establish a patient-care or cybersecurity outcome.
How the roles of government and industry differ
Cairncross draws a distinction between government’s role in offensive cyber operations and industry’s role in defensive security. He explicitly said he was “not talking about private sector industry or companies engaged in a cyber offensive campaign.” Companies’ contribution, as he described it, is to share information, improve defenses and respond to threats—not to conduct offensive operations on the government’s behalf.
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This division also helps explain the caution around direct government control of AI systems. Cairncross warned that if government directly adjusts technical settings, reversing the intervention could be difficult and the innovation cycle could slow. His position is not that security controls are unnecessary; it is that coordination and security work should support innovation rather than lock in changes that are hard to undo.
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Cairncross has linked AI security to the U.S. goal of helping American companies compete with China and promoting a U.S. technology stack internationally. He has also said AI companies need to secure their systems and protect technology they develop from Chinese appropriation and model-distillation efforts. Model distillation can refer to using outputs from one model to help train another; in the reported policy context, Cairncross presents such efforts as a concern for protecting U.S.-developed technology.
The approach therefore has two pressures to balance: stronger protections against misuse or appropriation, and enough room for companies to develop and deploy AI quickly. The reporting describes the policy rationale and pilot activity, not evidence that the United States has resolved that trade-off or that the pilots have improved its competitive position.
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What the National Cyber Director’s office does
The White House says ONCD was created by the FY2021 National Defense Authorization Act. The National Cyber Director advises the President and coordinates cybersecurity policy and strategy across the federal government. The office’s stated remit includes information security, national cyber posture, deterrence of malicious activity, supply-chain and vendor security, international cyber norms and emerging technologies.
That remit helps explain why ONCD appears in work spanning AI, critical infrastructure and national security. The office coordinates policy; the pilot descriptions do not establish that it operates every participating system or sets technical controls for private companies.
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