NIST AI 300-1 (Initial Public Draft): Guidance and Templates for Public-Facing AI Documentation
Issued by
National Institute of Standards and Technology, Information Technology Laboratory AI Program
- September 30, 2026 · Correction — Corrected the document's identity (NIST AI 300-1 ipd), its scope (public dataset and model documentation), and the closed comment period (fact-check finding). (Cody Maxwell)
- October 1, 2026 · Correction — Rewrote the practical steps, newsletter hook, search description, and audience fields to match the entry's corrected content. (Cody Maxwell)
NIST's initial public draft of AI 300-1 gives guidance and templates for public documentation of AI datasets and models. It is a 'Zero Draft' meant to feed voluntary consensus standards through ISO. NIST considered input received by 16 September 2026.
Applies To
Overview
NIST released this initial public draft, NIST AI 300-1 ipd, on 30 July 2026. Its authors are Razvan Amironesei and Jesse Dunietz. It gives guidance and templates for documenting AI datasets and AI models, so that the documentation can be published as a transparency record. The draft includes a dataset documentation template, a model documentation template, and default profiles that extend them. It covers public-facing documentation, not internal approval records or full system lifecycle files. It is a 'Zero Draft' under NIST's AI Standards Zero Drafts pilot. NIST plans to feed it into voluntary consensus standards, mainly through ISO/IEC JTC 1/SC 42 and INCITS/AI. The document is for voluntary use, and its use of 'shall' signals no regulatory intent. NIST considered input received by 16 September 2026 for the next version.
Key Requirements
- •Document AI datasets with the dataset template, for public release.
- •Document AI models with the model template, for public release.
- •Use the default profiles to extend the templates where they fit.
- •The draft is voluntary, and 'shall' in the text signals no regulatory intent.
- •NIST plans to submit it to standards bodies as a proposal for a voluntary consensus standard.
- •The comment period closed on 16 September 2026.
What Your Organization Must Do
- →Review the draft dataset and model templates against your current public AI documentation.
- →Map gaps between the templates' default profiles and what your teams publish today.
- →Treat the templates as a voluntary benchmark, not a legal duty, in internal policy.
- →Reference the templates loosely in procurement, since the wording may change before any final standard.
- →Track the work at ISO/IEC JTC 1/SC 42 and INCITS/AI, where NIST plans to submit the draft.
- →Note that NIST considered input received by 16 September 2026 for the next version.
Playbook Guidance
Step-by-step implementation guidance for compliance teams.
Frequently Asked Questions
- Is the NIST AI documentation draft legally binding for private companies or federal contractors?
- No, it is a voluntary draft meant to feed a voluntary consensus standard, and NIST says its use of 'shall' signals no regulatory intent. Federal contractors should still watch how the final version is used.
- What does the NIST AI documentation draft cover?
- It covers public-facing documentation of AI datasets and AI models. It does not address internal approval records or whole-system lifecycle documentation.
- What was the public comment deadline for the NIST AI documentation draft?
- NIST considered input received by 16 September 2026. Later input may still feed NIST's work in later standardization stages.
- How does the NIST AI documentation guidance relate to the NIST AI Risk Management Framework?
- Both come from NIST and support transparency, but this draft is narrower. It standardizes public documentation of datasets and models and is headed for an ISO standard, while the AI RMF is a broad risk framework.
- What templates does the NIST AI documentation draft include?
- It has two templates, one for datasets and one for models. Default profiles set out what each should cover.
- Should AI procurement contracts reference NIST documentation standards before the final guidance is published?
- You can reference the templates as a voluntary benchmark. The draft may change before any standard is final, so avoid locking its current wording into contracts.