NEA workshop maps practical ways to use AI in nuclear regulation — lessons with cross-sector relevance
The OECD Nuclear Energy Agency’s Working Group on New Technologies (WGNT) brought together nuclear regulators and AI specialists from 15 NEA member countries on March 25–26 to focus squarely on practical AI deployment in regulatory oversight and internal operations. Rather than dwell on theory, the two-day workshop explored how existing AI tools can be integrated into real-world regulatory workflows — a conversation with clear relevance for other heavily regulated sectors, including crypto.
Participants and international organisations exchanged hands-on case studies showing AI already in use or under development across regulatory bodies. Presentations demonstrated AI-assisted generation of summaries and slide decks, enhanced simulation capabilities, and automated extraction of relevant information from large volumes of regulatory documents. Those demos sparked detailed discussions about implementation hurdles, lessons learned, and how to spot applications that deliver the most value.
Key takeaways from the workshop included:
- The need for structured AI frameworks inside regulatory bodies, backed by defined procedures and guidance.
- Better outcomes for well-scoped projects, with clear success criteria essential to evaluate AI tools and initiatives.
- Consideration of on-premise models to mitigate cybersecurity, data sovereignty, and data protection risks.
- Continued centrality of human expertise for decision-making and interpreting AI outputs.
The event also encouraged open comparison of national approaches. Regulators shared implementation experiences and common concerns, and identified areas where deeper international cooperation could help solve shared problems.
“We’re all exploring AI from different angles, but the implementation experiences, data security challenges, and the need for human oversight are remarkably similar,” said Eetu Ahonen, Vice‑Chair of the WGNT. “By sharing openly and learning from each other, we strengthen our ability to use AI responsibly and efficiently to improve nuclear safety.”
The WGNT — which organised the workshop — provides a platform for regulators and technical support organisations to exchange insights on overseeing emerging technologies across their lifecycle. Its work aims to build shared understanding and chart pathways toward more aligned regulatory positions. The NEA plans to publish a brochure summarising the workshop’s findings, including key challenges, lessons learned, and recommended practices for integrating AI into regulatory processes.
For readers in crypto and other regulated industries, the workshop’s outcomes underscore practical principles worth watching: governance frameworks, project scoping, data control strategies, and the need to keep humans in the loop when deploying AI in safety- and compliance-critical environments.
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