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To prohibit the Federal procurement of large language models not developed in accordance with unbiased AI principles, and for other purposes.
Summary
- Establishes a policy to promote the innovation and use of trustworthy artificial intelligence by federal agencies.
- Requires federal agencies to procure only large language models that are truthful and prioritize historical accuracy, scientific inquiry, and objectivity.
- Prohibits federal procurement of large language models designed to manipulate responses in favor of ideological doctrines.
- Requires developers of large language models to make any ideological or partisan judgments transparent and accessible to end users.
AI-generated plain-language summary of the bill text — neutral, and may be imperfect. See the full text below for the exact wording.
Sponsor (1)
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![Rep. Hageman, Harriet M. [R-WY-At Large]](https://media.civicgate.org/people/d/politicians/H001096.thumb.jpg)
Rep. Hageman, Harriet M. (R-WY)
1 cosponsor
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![Rep. Moore, Barry [R-AL-1]](https://media.civicgate.org/people/d/politicians/M001212.thumb.jpg)
Rep. Moore, Barry (R-AL) [#1]
Money behind the sponsor
Top reported contributors to Harriet M. Hageman’s campaign committee (2024 cycle) — who funds the bill’s sponsor, not a claim about this bill. Data from FEC.
- Employer not reported $186,467
- DEERING WINE $13,200
- ENTREPRENEUR $9,352
- NEWSMAX $6,849
- TREE OF LIFE FOUNDATION $6,600
Organizations whose employees gave the most — itemized individual contributions grouped by the donor’s reported employer (FEC Schedule A). Full finance for Harriet M. Hageman → · Outside spending →
Actions (2)
- Sep 11, 2025 Referred to the House Committee on Oversight and Government Reform. · house
- Sep 11, 2025 Introduced in House
Similar bills (6)
Bills with similar text or summary — includes reintroductions across Congresses. Ranked by semantic similarity of the bill text (computed locally); a neutral discovery aid, not a claim the bills are duplicates.
Text versions (1)
Bills are re-published as they move (Introduced → Reported → Engrossed → Enrolled …). Each stage below is a separate text; pick two to see what changed. Data from Congress.gov.
Full text
IN THE HOUSE OF REPRESENTATIVES
September 11, 2025
Ms. Hageman (for herself and Mr. Moore of Alabama) introduced the following bill; which was referred to the Committee on Oversight and Government Reform
A BILL
To prohibit the Federal procurement of large language models not developed in accordance with unbiased AI principles, and for other purposes.
Be it enacted by the Senate and House of Representatives of the United States of America in Congress assembled,
SECTION 1. SHORT TITLE.
This Act may be cited as the “Fair Artificial Intelligence Realization Act of 2025” or the “FAIR Act”.
SEC. 2. PROHIBITION ON FEDERAL PROCUREMENT OF CERTAIN LARGE LANGUAGE MODELS.
(a) Policy of the United States.—It is the policy of the United States to promote the innovation and use of trustworthy artificial intelligence.
(b) In General.—To advance the policy established under subsection
(a), the head of each agency shall, procure after the date of the enactment of this Act only those large language models developed in accordance with the following principles:
(1) Large language models shall be truthful in responding to user prompts seeking factual information or analysis.
(2) Large language models shall prioritize historical accuracy, scientific inquiry, and objectivity, and shall acknowledge uncertainty where reliable information is incomplete or contradictory.
(3) Large language models shall be neutral, nonpartisan tools that do not manipulate responses in favor of ideological dogmas such as diversity, equity, and inclusion.
(4) Developers of large language models shall not intentionally encode partisan or ideological judgments into a large language model output unless those judgments are prompted by or otherwise readily accessible to the end user.
(c) Definitions.—In this Act:
(1) Agency.—The term “agency”—
(A) means—
(i) an executive department (as such term is defined in section 101 of title 5, United States Code);
(ii) a military department (as such term is defined in section 102 of title 5, United States Code);
(iii) an independent establishment (as such term is defined in section 104 of title 5, United States Code); and
(iv) a wholly owned Government corporation (as such term is defined in section 9101 of title 31, United States Code); and
(B) does not include the Government Accountability Office.
(2) Large language model.—The term “large language model” means a generative AI model trained on vast, diverse datasets that enable the model to generate natural-language responses to user prompts. <all>
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