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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
This bill would restrict federal agency procurement of large language models to only those developed according to specific principles. The bill requires that federal agencies procure large language models that are truthful in responding to factual questions, prioritize historical accuracy and scientific inquiry, and are neutral and nonpartisan tools. The bill prohibits developers from intentionally encoding partisan or ideological judgments into the large language models unless those judgments are explicitly prompted by or accessible to end users. The bill defines large language models as generative AI systems trained on vast datasets that generate natural-language responses to user prompts. The restrictions apply to executive departments, military departments, independent establishments, and government corporations.
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)
1 cosponsor
- Rep. Moore, Barry [R-AL-1] (R-AL)
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)
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Text versions (1)
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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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