Unofficial support material. Not an NRC issuance, not a tool authorization, and not the NRC seal.

Source notes

Unofficial. Each citation points to a public NRC page or PDF. Direct fetches of nrc.gov succeeded for the AI landing page, the use-case inventory, the external-preparation page, the FAQ, the licensing efficiencies page, and the NUREG abstract page. The enterprisewide strategy URL returned an access denial to a direct fetch. Its vision and efficiency sentences were taken from the public search index of that same URL, which agreed across results. PDF wording for the strategic plan, the compliance plan, and the September briefing was taken from the public search index of those ADAMS URLs.

[C02] [C08] Enterprisewide strategy: https://www.nrc.gov/ai/enterprise-wide-strategy
[C03] Fiscal year plan PDF and the AI landing page that dates its publication: https://www.nrc.gov/docs/ML2526/ML25269A196.pdf and https://www.nrc.gov/ai
[C04] Compliance plan PDF: https://www.nrc.gov/docs/ML2527/ML25272A276.pdf
[C06] [C21] AI landing page, accomplishments and the next period of work: https://www.nrc.gov/ai
[C10] [C11] [C12] [C13] [C14] Use-case inventory: https://www.nrc.gov/ai/internally-focused
[C15] [C23] Licensing efficiencies, including the separate AI bullet and the separate schedule reforms: https://www.nrc.gov/regulations-legislation/effectiveness-efficiency-and-timeliness-initiatives-that-support-unleashing-american-energy/licensing-efficiencies
[C16] FAQ, including ADAMS Content Search and ADAMS Public Search: https://www.nrc.gov/ai/faq
[C17] [C19] External preparation page, gap assessment and Future Focused Research: https://www.nrc.gov/ai/externally-focused
[C18] NUREG page: https://www.nrc.gov/regulations-legislation/nureg-series-publications/publications-prepared-by-nrc-staff/sr2261
[C22] RIC session abstract: https://www.nrc.gov/public-meetings-hearings/conferences-symposia/regulatory-information-conference/past-ric-information/2026/ric-2026-technical-sessions/sessionabstract3
[C24] AI Journey briefing PDF: https://www.nrc.gov/docs/ML2527/ML25273A300.pdf

No efficiency percentage in this packet is attributed to AI. The schedule figures that do appear are the ones in [C23], and they are labeled as not an AI result.