Artificial Intelligence
Artificial Intelligence (AI) is one of the fastest-growing technologies globally and has the potential to enhance decision-making processes for the nuclear industry by providing insights into vast amounts of data generated during the design and operation of nuclear facilities. As a result, the nuclear industry has expressed a growing interest in researching and using AI technologies to improve operational performance and mitigate operational risk.
The NRC is committed to continue to keep pace with technological innovations to ensure the safe and secure use of AI in NRC-regulated activities.
On This Page:
What is Artificial Intelligence?
Artificial Intelligence is defined as a machine-based system that can go beyond defined results and scenarios and has the ability to emulate human-like perception, cognition, planning, learning, communication, or physical action. For a given set of human-defined objectives, AI can make predictions, recommendations, or decisions influencing real or virtual environments (adapted from the National Defense Authorization Act (2021)).
What is the NRC’s AI Strategic Plan?
The NRC’s AI Strategic Plan, covering fiscal years (FY) 2023–2027, establishes the vision and goals for the NRC to cultivate an AI-proficient workforce, keep pace with AI technological innovations, and ensure the safe and secure use of AI in NRC-regulated activities. The AI Strategic Plan focuses on a broad spectrum of AI sub-specialties (e.g., natural language processing, machine learning, deep learning, etc.) which could encompass various algorithms and application examples which the NRC has not previously reviewed and evaluated.
The strategic plan includes five goals:
- Ensure NRC readiness for regulatory decision-making.
- Establish organizational framework to review AI applications.
- Strengthen and expand AI partnerships.
- Cultivate and AI proficient workforce.
- Pursue use cases to build an AI foundation across the NRC.
The NRC’s
AI Project Plan, Revision 0, describes how the agency will execute the five strategic goals from the AI Strategic Plan, such as the specific tasks, milestones, and projected completion dates for the project. The overall goal of the AI Strategic Plan is to ensure continued staff readiness to effectively and efficiently review and evaluate the use of AI in NRC-regulated activities. Any future guidance or rulemaking, if needed, will follow the agency’s typical processes. In part, the AI Strategic Plan’s success will depend on early and frequent official industry stakeholder engagement on envisioned AI applications and partnering with domestic and international counterparts to gain valuable information to benchmark the agency’s AI activities.
AI Strategic Plan Public Comment Analysis
The NRC issued a Federal Register notice (FRN) on July 5, 2022 (87 FR 39874) requesting comments on the draft AI Strategic Plan for FY 2023-2027. The public comment period closed on August 19, 2022 (see FRN). The NRC staff held a transcribed comment-gathering public meeting on August 3, 2022, to receive additional comments on the draft AI Strategic Plan. In addition to the comments received during the public meeting, the NRC received seven comment submissions in response to the FRN. In total, the NRC staff identified and responded to 105 individual comments received from individual members of the public and various organizations. The NRC responses to these comments are available in ADAMS under Accession No. ML23037A840.
International Activities on AI
The NRC is committed to proactive and collaborative engagement with international regulatory counterparts. For AI-related activities, the NRC will continue to engage to continue to engage with international counterparts and multilateral organizations to collaborate in sharing information on the use of AI in regulated activities, conduct cooperative research, and influence the development of international standards and guidance. The NRC identified international partnerships as a key objective for implementing the AI Strategic Plan.
The NRC maintains strong relationships with international regulatory and research organizations to learn from their experiences, share its own best practices, and contribute to global nuclear safety. The NRC, along with other member states, continues to work with the International Atomic Energy Agency (IAEA) on several technical exchanges on AI. The NRC also has several bilateral agreements on AI activities with Canada, France, Germany, and the United Kingdom of Great Britain and Northern Ireland (UK). These bilateral relationships include cooperative research and information exchanges on regulatory approaches and best practices on AI.
US-Canada-UK Trilateral Collaboration on AI
The NRC is actively involved in international activities and maintains a strong leadership role in nuclear safety research on AI, while gaining insights from international experience. In September 2024, the Canadian Nuclear Safety Commission (CNSC), the UK Office for Nuclear Regulation (ONR), and the NRC jointly published an AI principles paper titled "Considerations for Developing Artificial Intelligence Systems in Nuclear Applications" (ML24241A252). This paper outlines guiding principles to consider when using AI to ensure the safe and secure operation of nuclear facilities and other nuclear materials. The principles discuss the need to clarify and address the challenges arising from these fast-developing technologies while encouraging the beneficial uses of AI.
AI Public Workshops
The NRC hosted a series of Data Science and AI Regulatory Applications Public Workshops to provide a forum for the NRC, nuclear industry, and stakeholders to discuss the state of knowledge and research activities related to data science and AI and their application in the nuclear industry. At these workshops, the NRC worked with internal and external stakeholders to identify the benefits and risks associated with the use of AI in regulatory activities and discussed ongoing and planned projects in the nuclear industry. Based on feedback from these workshops, the nuclear industry could start deploying AI in nuclear applications in the near future.
For more details, please visit Data Science and Artificial Intelligence Regulatory Applications Workshops.
If you have questions about artificial intelligence, please see our Contact Us form.
References