S. 5351Senate117th Congress (2021-2023)In Committee

Stopping Unlawful Negative Machine Impacts through National Evaluation Act

Introduced December 21, 2022

AI-Generated Summary

Updated February 8, 2026 at 6:57 PM UTC

The bill clarifies that existing civil‑rights laws apply to decisions made or influenced by artificial‑intelligence systems. It makes any entity subject to those laws liable for discrimination caused by AI in the same way as non‑AI decisions. It also directs the National Institute of Standards and Technology (NIST) to create a program that evaluates AI systems for bias and discrimination. The law affects businesses, government agencies, and other covered entities that use AI in areas like hiring, services, or public programs.

Key Provisions

  • Defines “artificial intelligence” and “artificial intelligence system” and identifies “covered entities” as any person subject to civil‑rights statutes.
  • Requires that a covered entity using AI to make decisions that affect protected classes can be sued for discrimination under the same standards as if AI were not used.
  • Mandates NIST’s Director to establish a technology‑evaluation program within one year to assess and mitigate bias in AI systems used by covered entities.
  • Prioritizes evaluations for high‑risk AI applications such as speech systems, recommendation engines, facial/gait recognition, and other uses likely to cause discrimination.
  • Provides funding for the program through FY2023‑2028, requires expert participation, and sets the program to end on December 31, 2028.

Legislative Activity

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SenateIntro Referral Latest Action

Read twice and referred to the Committee on Commerce, Science, and Transportation.

December 21, 2022

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SenateIntro Referral

Introduced in Senate

December 21, 2022

SenateIntro Referral

Read twice and referred to the Committee on Commerce, Science, and Transportation.

December 21, 2022

Bill Text

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Introduced in SenateIssued December 21, 2022

II

117th CONGRESS

2d Session

S. 5351

IN THE SENATE OF THE UNITED STATES

December 21, 2022

Mr. Portman introduced the following bill; which was read twice and referred to the Committee on Commerce, Science, and Transportation

A BILL

To clarify the applicability of civil rights law to algorithmic decisions, and for other purposes.

1.

Short title

This Act may be cited as the Stopping Unlawful Negative Machine Impacts through National Evaluation Act.

2.

Definitions

In this Act:

(1)

Artificial intelligence

The term artificial intelligence has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (10 U.S.C. 2358 note).

(2)

Artificial intelligence system

The term artificial intelligence system means any data system, software, application, tool, or utility that operates in whole or in part using dynamic or static machine learning algorithms or other forms of artificial intelligence, including a data system, software, application, tool, or utility—

(A)

that is established primarily for the purpose of researching, developing, or implementing artificial intelligence technology; and

(B)

for which the artificial intelligence capability is integrated into another system or business process, operational activity, or technology system.

(3)

Covered civil rights law

The term covered civil rights law means—

(A)

the Civil Rights Act of 1964 (42 U.S.C. 2000a et seq.), the Age Discrimination in Employment Act of 1967 (29 U.S.C. 621 et seq.), the Americans with Disabilities Act of 1990 (42 U.S.C. 12101 et seq.), title V of the Rehabilitation Act of 1973 (29 U.S.C. 791 et seq.), section 6(d) of the Fair Labor Standards Act of 1938 (29 U.S.C. 206(d)), title II of the Genetic Information Nondiscrimination Act of 2008 (42 U.S.C. 2000ff et seq.), subchapter II of chapter 43 of title 38, United States Code, title IX of the Education Amendments of 1972 (20 U.S.C. 1681 et seq.), the Age Discrimination Act of 1975 (42 U.S.C. 6101 et seq.), and any provision of Federal, State, or local law, including the Constitution of the United States, that prohibits discrimination in public or private employment (including contracting), or in the provision of a program or activity or accommodation, on the basis of a protected class; and

(B)

the Immigration and Nationality Act (8 U.S.C. 1101 et seq.), the Voting Rights Act of 1965 (52 U.S.C. 10301 et seq.), and any provision of Federal, State, or local law, including the Constitution of the United States, that prohibits discrimination concerning legal status or a legal right on the basis of a protected class.

(4)

Covered entity

The term covered entity means any person (including a partnership, corporation, Federal, State, or local agency, or entity) that is subject to a covered civil rights law.

(5)

Director

The term Director means the Director of the National Institute for Standards and Technology.

3.

Applicability of civil rights laws to decisions made by or augmented by algorithms

(a)

Purpose

The purpose of this section to remove any doubt about the liability described in subsection (b) of a covered entity described in subsection (b).

(b)

Liability

A covered entity that uses artificial intelligence to make or inform a decision that has an impact on a person that is addressed by a covered civil rights law, including whether to provide a program or activity or accommodation to a person, shall be liable for a claim of discrimination under the corresponding covered civil rights law in the same manner and to the same extent (including being liable pursuant to that law’s standard of culpability) as if the covered entity had made such decision without the use of artificial intelligence.

4.

Requirement for National Institute of Standards and Technology program of technology evaluations of bias and discrimination in artificial intelligence systems

(a)

Establishment of technology evaluation program

Not later than 1 year after the date of the enactment of this Act, the Director shall establish a program for conducting technology evaluations to assess and assist in mitigating bias and discrimination in artificial intelligence systems of covered entities with respect to race, sex, age, disability, and other classes or characteristics protected by covered civil rights laws. In establishing such program, the Director shall ensure that such evaluations effectively approximate real-world applications of artificial intelligence systems.

(b)

Priority evaluation areas

In carrying out the program required under subsection (a), the Director shall prioritize the conduct of technology evaluations to mitigate bias in—

(1)

the applications identified as high risk by previous technology evaluations and strategy documents;

(2)

speech recognition and synthesis;

(3)

recommendation systems, including for financial and criminal justice applications;

(4)

sensitive image recognition technology, including facial and gait recognition systems; and

(5)

any other artificial intelligence use case that poses a high risk for discrimination based on classes or characteristics protected by covered civil rights laws, such as image and video synthesis, text generation, and conversation and information systems.

(c)

Participation

In designing technology evaluations under subsection (a), the Director shall ensure the participation of any industry and nongovernmental experts and entities in the fields of artificial intelligence, machine learning, computer science, social sciences, civil rights, and civil liberties seeking to participate in such evaluations.

(d)

Authorization of appropriations

There is authorized to be appropriated to the Director such sums as may be necessary to carry out this section for each of the fiscal years 2023 through 2028.

(e)

Sunset

The program required under subsection (a) shall terminate on December 31, 2028.