Directing NIST to write guidelines for making open government data trainable — as voluntary guidance
H.R.9341, the AI-Ready Federal Data Guidelines Act, requires the Director of the National Institute of Standards and Technology to develop voluntary guidelines assisting agencies with preparing open government data assets to be used to train artificial intelligence models. The committee ordered it reported 29 to 0.
Bill overview (primary data)
- Bill numberH.R. 9341
- TypeHouse Bill
- Congress119th Congress
- Latest actionOrdered to be Reported (Amended) by the Yeas and Nays: 29 - 0.（2026-06-25）
Key points
- H.R.9341 requires the NIST Director to develop voluntary guidelines helping agencies prepare open government data assets for training AI models.
- Development proceeds in consultation with OSTP, the Secretary of Energy, OMB and other agency heads as appropriate.
- It inserts section 21A into the National Institute of Standards and Technology Act rather than creating new law.
- The guidelines are voluntary, reflecting how greatly the character of agency data differs by field.
- The committee ordered it reported 29 to 0; 15 of the 120 bills this site holds as of 2026-09-02 have reached that stage.
1Published is not the same as usable
The federal government publishes an enormous amount of data. Between being published and being usable for machine learning, however, lies a distance. If formats vary, meaning goes unexplained and update practices differ, every user starts again from reshaping. This bill sets out to produce guidance so that the reshaping burden is carried on the supplying side.
2Who is consulted
- 1Who developsThe Director of the National Institute of Standards and Technology
- 2Consulted firstThe Director of the Office of Science and Technology Policy
- 3Consulted secondThe Secretary of Energy
- 4Consulted thirdThe Director of the Office of Management and Budget
- 5Consulted furtherThe head of any other federal agency the Director considers appropriate
That the Secretary of Energy appears among those consulted stands out. The Department of Energy holds large computing resources and scientific data through the national laboratories, so the judgment reads as needing the knowledge of those who actually handle data at volume. Including the Director of OMB follows from the fact that imposing cross-agency requirements needs the budget and management side involved.
3Choosing voluntary guidance
What the text provides for is voluntary guidelines, not a mandate. The character of the data agencies hold differs greatly by field, and a uniform requirement would be unrealistic. Being voluntary, however, leaves whether anything actually gets prepared to each agency discretion. How far the existence of guidance reaches into the quality of the data will depend on operation.
4Inserted into existing law
This bill too creates no new statute, inserting a section into the National Institute of Standards and Technology Act. Bills directing NIST to produce something recur across the records this site covers, suggesting that adding roles to the standards body has settled in as a legislative pattern in this field.
The committee ordered it reported 29 to 0; of the 120 bills this site holds as of 2026-09-02, 15 have reached that stage.
Why it matters
For businesses using government data, whether the supplying side carries the reshaping changes the preprocessing burden substantially. Adding roles to a standards body is worth noting as the settled legislative pattern in this field.
FAQ
If the data is published, why prepare it further?
Why voluntary guidelines?
Sources (primary)
Source: Congress.gov (Library of Congress; U.S. legislative materials, public domain). Links go to the official site.
- Congress.gov (bill page, original)
- H.R. 9341（119th Congress）