Eight decades of managing nuclear risks offers potential lessons for governing artificial intelligence (AI). Understanding how well that experience applies to rapidly evolving technology, and where the parallels break down is essential to getting AI governance right.
On October 13, the Nuclear Threat Initiative (NTI) and the Future of Life Institute (FLI) convened a hybrid roundtable in Washington, DC titled “AI Governance: Lessons and Limits from the Nuclear Age.” The discussion brought together 20 policy and industry experts from the nuclear and AI communities to examine how nuclear-era lessons could apply to AI governance and where they fall short.
Participants discussed how decades of experience with nuclear risk reduction, arms control, nonproliferation, and civilian nuclear safety might inform approaches to AI governance. The discussion considered a range of practices to determine whether they could offer useful models for strengthening AI safety, including:
While the nuclear analogy can help convey the stakes of managing a transformative technology like AI, it is important to learn not only from the achievements of nuclear governance but also from its missed opportunities and persistent challenges, such as the recent erosion of arms control agreements and the role luck played in avoiding nuclear war.
The roundtable also examined important differences between nuclear technology and AI that complicate attempts to draw direct parallels between the two fields, including:
AI presents distinct challenges that underscore the need to critically examine the nuclear analogy, rather than assume that governance approaches developed for one technology can be directly applied to another.
One recurring theme was the value of bringing together experts from the nuclear and AI communities to support greater mutual understanding of the governance challenges facing each field.
As AI capabilities continue to advance, sustained engagement among policymakers, technical experts, and industry will be essential to explore practical approaches to AI governance before a major crisis makes the choice for us.
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New YouGov polling commissioned by NTI and ReThink Media finds that nearly 80 percent of registered voters, across party lines, say it is in the interest of U.S. national security to work with China to mitigate catastrophic threats associated with nuclear risks, AI development, and bioterrorism.
The Nuclear Threat Initiative (NTI) joined world leaders and policymakers at the 2026 Munich Security Conference (MSC), where NTI President and CEO Christine E. Wormuth and colleagues hosted events focused on reducing nuclear, biological, and emerging technology threats imperiling humanity.
NTI will join world leaders and policy makers at the 2025 Munich Security Conference (MSC) where NTI Co-Chair and CEO Ernest J. Moniz and colleagues will host multiple side events focused on reducing nuclear, biological, and emerging technology threats imperiling humanity.
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