RTS Nuclear + AI Briefing · December 2025
Utilities and suppliers are being asked to adopt AI while supporting their workforce, managing regulatory scrutiny, and delivering complex work on schedule. The signals from late 2025 point in one direction: nuclear organizations do not need more commentary. They need progress they can defend.
RTS research: what the data shows
- AI and Nuclear Energy: Global Insights from the IAEA Symposium. Global alignment exists on the importance of AI. Execution models remain uneven. See policy papers.
- Workforce Realities in an AI-Enabled Nuclear Industry. AI adoption succeeds only when it reduces workload and preserves institutional knowledge. See applications.
- Strengthening the Nuclear Supply Chain with AI Intelligence. Supply chain readiness remains the critical path for nuclear delivery. See applications.
Why domain-specific AI matters
EPRI found that domain-specific AI outperforms general-purpose models in the power sector. The RTS perspective: generic AI increases risk. Domain-trained AI enables trust and adoption. Source: EPRI
Atomic Canyon and ORNL demonstrate nuclear AI
AI developed on Oak Ridge’s Frontier supercomputer improved document management at Diablo Canyon. The RTS perspective: document workflows remain one of the highest-value AI use cases in nuclear power. Source: ORNL
How accurate are AI energy demand projections?
Podcast guests questioned whether AI demand forecasts are overstated, and highlighted the mismatch between fast AI cycles and long-term power investment. The RTS perspective: AI demand may or may not grow as forecast, but nuclear planning must withstand decades of uncertainty. Scenario-based planning matters more than headlines. Source: Latitude Media
National AI regulation meets state-level energy pressure
Federal and state leaders are debating how AI growth affects ratepayers. The RTS perspective: policy will evolve, and operations continue. AI adoption must proceed in compliant, practical ways. Source: Utility Dive
Aalo-X test reactor advances with AI tools
Aalo Atomics and Microsoft are applying AI to permitting and manufacturing for the Aalo-X reactor. The RTS perspective: AI works best when it supports regulatory and operational workflows without replacing judgment. Source: NEI Magazine
The RTS view
RTS focuses on work that reduces burden, accelerates outcomes, and stands up to regulatory scrutiny: AI-native services designed to move fast, support staff, and deliver value on time and on budget.
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