WHAT THIS BILL REGULATES · 8 REQUIREMENT TYPES
How Is This Bill Enforced
Verbatim statutory text on the left; plain-language analysis and a per-section checklist on the right. Numbered markers cross-link to the matching checklist row.
(a) 1 A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall not offer, license, promote, sell, or use a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) in a manner that— (1) causes or contributes to a disparate impactDisparate impactThe term "disparate impact" means an unjustified differential effect on an individual or group of individuals on the basis of an actual or perceived protected characteristic. For purposes of subparagraph (A), with respect to the action, policy, or practice of a developer or deployer, a differential effect is unjustified if— (i) the developer or deployer fails to demonstrate that such action, policy, or practice causing the differential effect is necessary to achieve a substantial, legitimate, and nondiscriminatory interest; or (ii) in the event the developer or deployer demonstrates such interest, an alternative action, policy, or practice could serve such interest with less differential effect. With respect to demonstrating that a covered algorithm causes or contributes to a differential effect, the covered algorithm is presumed to be not separable for analysis and may be analyzed holistically as a single action, policy, or practice, unless the developer or deployer proves that the covered algorithm is separable by a preponderance of the evidence.Sec. 2(10) in a manner that prevents; (2) otherwise discriminates in a manner that prevents; or (3) otherwise makes unavailable, the equal enjoyment of goods, services, or other activities or opportunities, related to a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4), on the basis of a protected characteristicProtected characteristicThe term "protected characteristic" means any of the following actual or perceived traits of an individual or group of individuals: (A) Race. (B) Color. (C) Ethnicity. (D) National origin, nationality. or immigration status. (E) Religion. (F) Sex (including a sex stereotype, pregnancy, childbirth, or a related medical condition, sexual orientation or gender identity, and sex characteristics, including intersex traits). (G) Disability. (H) Limited English proficiency. (I) Biometric information. (J) Familial or marital status. (K) Source of income. (L) Income level (not including the ability to pay for a specific good or service being offered). (M) Age. (N) Veteran status. (O) Genetic information or medical conditions. (P) Any other classification protected by Federal law.Sec. 2(16).
(b) This section shall not apply to— (1) the offer, licensing, or use of a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) for the sole purpose of— (A) a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9)'s or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)'s self-testing (or auditing by an independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) at a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9)'s or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)'s request) to identify, prevent, or mitigate discrimination, or otherwise to ensure compliance with obligations, under Federal law; (B) expanding an applicant, participant, or customer pool to raise the likelihood of increasing diversity or redressing historic discrimination; or (C) conducting— (i) good faith security research; or (ii) other research, if conducting the research is not part or all of a commercial actCommercial actThe term "commercial act", with respect to a covered algorithm, means an act conducted for monetary or other valuable consideration, including conducting an activity in furtherance of obtaining such consideration.Sec. 2(2); or (2) any private club or other establishment not in fact open to the public, as described in section 201(e) of the Civil Rights Act of 1964 (42 U.S.C. 2000a(e)).
Section 101 establishes the bill's core anti-discrimination prohibition. Developers and deployers are prohibited from offering, licensing, promoting, selling, or using a covered algorithm in a manner that causes or contributes to disparate impact, otherwise discriminates, or makes unavailable the equal enjoyment of goods, services, or opportunities related to a consequential action on the basis of a protected characteristic. The prohibition is expansive — it covers both disparate impact and intentional discrimination, and it reaches both the supply side (offering/licensing) and the use side (deploying).
Exceptions are carved out for self-testing to identify or mitigate discrimination, expanding diversity in applicant pools, good-faith security research, noncommercial research, and private clubs not open to the public.
(a)(1) 2 Prior to deploying, licensing, or offering a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) (including deploying a material change to a previously deployed covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) or a material change made prior to deployment) for a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4), a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall conduct a pre-deployment evaluation in accordance with the following: (1) PRELIMINARY EVALUATION.— (A) PLAUSIBILITY OF HARMHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11).— (i) DEVELOPERSDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9).—The developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) shall conduct a preliminary evaluation of the plausibility that any expected use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) may result in a harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11). (ii) DEPLOYERSDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8).—The deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall conduct a preliminary evaluation of the plausibility that any intended use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) may result in a harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11). (B) RESULTS.—Based on the results of the preliminary evaluation, the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall— (i) in the event that a harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) is not plausible, record a finding of no plausible harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11), including a description of the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9)'s expected use or the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)'s intended use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5), how the preliminary evaluation was conducted, and an explanation for the finding, and submit such record to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3); and (ii) in the event that a harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) is plausible, conduct a full pre-deployment evaluation as described in paragraph (2).
(a)(2)(A) 3 FOR DEVELOPERSDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9).— (i) INDEPENDENT AUDITORIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) EVALUATION.—If a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) determines a harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) is plausible during the preliminary evaluation described in paragraph (1), the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) shall engage an independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) to conduct a pre-deployment evaluation. (ii) PRE-DEPLOYMENT EVALUATION REQUIREMENTS.—The evaluation required under clause (i) shall include a detailed review and description, sufficient for an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) having ordinary skill in the art to understand the functioning, risks, uses, benefits, limitations, and other pertinent attributes of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5), including— (I) the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5)'s design and methodology... (II) how the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) was created, trained, and tested... (III) the potential for the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) to produce a harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) or to have a disparate impactDisparate impactThe term "disparate impact" means an unjustified differential effect on an individual or group of individuals on the basis of an actual or perceived protected characteristic. For purposes of subparagraph (A), with respect to the action, policy, or practice of a developer or deployer, a differential effect is unjustified if— (i) the developer or deployer fails to demonstrate that such action, policy, or practice causing the differential effect is necessary to achieve a substantial, legitimate, and nondiscriminatory interest; or (ii) in the event the developer or deployer demonstrates such interest, an alternative action, policy, or practice could serve such interest with less differential effect. With respect to demonstrating that a covered algorithm causes or contributes to a differential effect, the covered algorithm is presumed to be not separable for analysis and may be analyzed holistically as a single action, policy, or practice, unless the developer or deployer proves that the covered algorithm is separable by a preponderance of the evidence.Sec. 2(10)... (IV) alternative practices and recommendations to prevent or mitigate harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11)... (V) any other information the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) deems pertinent... (iii) REPORT.—The independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) shall submit to the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) a report on the evaluation conducted under this subparagraph, including the findings and recommendations of such independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12).
(a)(2)(B) 3 FOR DEPLOYERSDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8).— (i) INDEPENDENT AUDITORIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) EVALUATION.—If a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) determines a harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) is plausible during the preliminary evaluation described in paragraph (1), the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall engage an independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) to conduct a pre-deployment evaluation. (ii) PRE-DEPLOYMENT EVALUATION REQUIREMENTS.—The evaluation required under clause (i) shall include a detailed review and description... including— (I) the manner in which the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) makes or contributes to a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4) and the purpose for which the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) will be deployed; (II) the necessity and proportionality of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5)... (III) the inputs that the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) plans to use... (IV) the outputs the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) is expected to produce... (V) a description of any additional testing or training completed by the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)... (VI) a description of any consultation with relevant stakeholders... (VII) the potential for the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) to produce a harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) or to have a disparate impactDisparate impactThe term "disparate impact" means an unjustified differential effect on an individual or group of individuals on the basis of an actual or perceived protected characteristic. For purposes of subparagraph (A), with respect to the action, policy, or practice of a developer or deployer, a differential effect is unjustified if— (i) the developer or deployer fails to demonstrate that such action, policy, or practice causing the differential effect is necessary to achieve a substantial, legitimate, and nondiscriminatory interest; or (ii) in the event the developer or deployer demonstrates such interest, an alternative action, policy, or practice could serve such interest with less differential effect. With respect to demonstrating that a covered algorithm causes or contributes to a differential effect, the covered algorithm is presumed to be not separable for analysis and may be analyzed holistically as a single action, policy, or practice, unless the developer or deployer proves that the covered algorithm is separable by a preponderance of the evidence.Sec. 2(10)... (VIII) alternative practices and recommendations to prevent or mitigate harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11)... (IX) any other information the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) deems pertinent... (iii) REPORT.—The independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) shall submit to the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) a report on the evaluation conducted under this subparagraph, including the findings and recommendations of such independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12).
(b) 4 After the deployment of a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5), a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall, on an annual basis, conduct an impact assessment in accordance with the following: (1) PRELIMINARY IMPACT ASSESSMENT.—The deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall conduct a preliminary impact assessment of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) to identify any harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) that resulted from the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) during the reporting period and— (A) if no resulting harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) is identified by such assessment, shall record a finding of no harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11)... and submit such finding to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3); and (B) if a resulting harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) is identified by such assessment, shall conduct a full impact assessment as described in paragraph (2). (2) FULL IMPACT ASSESSMENT.—In the event that the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) resulted in harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) during the reporting period, the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall engage an independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) to conduct a full impact assessment with respect to the reporting period, including— (A) an assessment of the harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11)... (B) a description of the extent to which the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) produced a disparate impactDisparate impactThe term "disparate impact" means an unjustified differential effect on an individual or group of individuals on the basis of an actual or perceived protected characteristic. For purposes of subparagraph (A), with respect to the action, policy, or practice of a developer or deployer, a differential effect is unjustified if— (i) the developer or deployer fails to demonstrate that such action, policy, or practice causing the differential effect is necessary to achieve a substantial, legitimate, and nondiscriminatory interest; or (ii) in the event the developer or deployer demonstrates such interest, an alternative action, policy, or practice could serve such interest with less differential effect. With respect to demonstrating that a covered algorithm causes or contributes to a differential effect, the covered algorithm is presumed to be not separable for analysis and may be analyzed holistically as a single action, policy, or practice, unless the developer or deployer proves that the covered algorithm is separable by a preponderance of the evidence.Sec. 2(10)... (C) a description of the types of data input... (D) whether and to what extent the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) produced the outputs it was expected to produce; (E) a detailed description of how the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) was used to make a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4); (F) any action taken to prevent or mitigate harmsHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11)... (G) any other information the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) deems pertinent...
(c) 5 A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) shall, on an annual basis, review each impact assessment summary submitted by a deployer of its covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) under subsection (b)(3)(B) for the following purposes: (1) To assess how the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) is using the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5)... (2) To assess the type of data the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) is inputting... (3) To assess whether the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) is complying with any relevant contractual agreement... (4) To compare the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5)'s performance in real-world conditions versus pre-deployment testing... (5) To assess whether the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) is causing harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11)... (6) To assess whether the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) is causing, or is reasonably likely to be causing, a disparate impactDisparate impactThe term "disparate impact" means an unjustified differential effect on an individual or group of individuals on the basis of an actual or perceived protected characteristic. For purposes of subparagraph (A), with respect to the action, policy, or practice of a developer or deployer, a differential effect is unjustified if— (i) the developer or deployer fails to demonstrate that such action, policy, or practice causing the differential effect is necessary to achieve a substantial, legitimate, and nondiscriminatory interest; or (ii) in the event the developer or deployer demonstrates such interest, an alternative action, policy, or practice could serve such interest with less differential effect. With respect to demonstrating that a covered algorithm causes or contributes to a differential effect, the covered algorithm is presumed to be not separable for analysis and may be analyzed holistically as a single action, policy, or practice, unless the developer or deployer proves that the covered algorithm is separable by a preponderance of the evidence.Sec. 2(10)... (7) To determine whether the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) needs modification. (8) To determine whether any other action is appropriate to ensure that the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) remains safe and effective. (9) To undertake any other assessment or responsive action the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) deems pertinent...
(e) 6 REPORTING.—A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) that conducts a full pre-deployment evaluation, full impact assessment, or developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) annual review of assessments shall— (A) not later than 30 days after completion, submit the evaluation, assessment, or review to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3); (B) upon request, make the evaluation, assessment, or review available to Congress; and (C) not later than 30 days after completion— (i) publish a summary of the evaluation, assessment, or review on the website of the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) in a manner that is easily accessible to individualsIndividualThe term "individual" means a natural person in the United States.Sec. 2(13); and (ii) submit such summary to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3). (2) RETENTION.—A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall retain all evaluations, assessments, and reviews described in this section for a period of not fewer than 10 years.
Section 102 imposes a tiered evaluation framework on both developers and deployers. Before deploying, licensing, or offering a covered algorithm for a consequential action, each must conduct a preliminary evaluation of whether harm is plausible. If no harm is plausible, a finding is recorded and submitted to the FTC. If harm is plausible, a full pre-deployment evaluation by an independent auditor is required, covering design, methodology, training data, testing across protected characteristics, stakeholder consultation, potential disparate impact, and mitigation recommendations.
Post-deployment, deployers must conduct annual impact assessments. If harm occurred during the reporting period, a full independent-auditor assessment is required. Deployers must share assessment summaries with developers within 30 days. Developers must annually review all deployer assessment summaries to assess real-world performance, contractual compliance, ongoing harm, and whether modifications are needed. All full evaluations, assessments, and reviews must be submitted to the FTC within 30 days of completion, published in summary on the entity's website, and retained for at least 10 years. Trade secrets may be redacted; personal data must be redacted from public disclosures.
(a)(1)–(7) 7 A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall do the following: (1) Take reasonable measures to prevent and mitigate any harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) identified by a pre-deployment evaluation described in section 102(a) or an impact assessment described in section 102(b). (2) Take reasonable measures to ensure that an independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) has all necessary information to complete an accurate and effective pre-deployment evaluation described in section 102(a) or an impact assessment described in section 102(b). (3) With respect to a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5), consult stakeholders, including any communities that will be impacted by the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5), regarding the development or deployment of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) prior to the deploying, licensing, or offering the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5). (4) With respect to a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5), certify that, based on the results of a pre-deployment evaluation described in section 102(a) or an impact assessment described in section 102(b)— (A) use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) is not likely to result in harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) or disparate impactDisparate impactThe term "disparate impact" means an unjustified differential effect on an individual or group of individuals on the basis of an actual or perceived protected characteristic. For purposes of subparagraph (A), with respect to the action, policy, or practice of a developer or deployer, a differential effect is unjustified if— (i) the developer or deployer fails to demonstrate that such action, policy, or practice causing the differential effect is necessary to achieve a substantial, legitimate, and nondiscriminatory interest; or (ii) in the event the developer or deployer demonstrates such interest, an alternative action, policy, or practice could serve such interest with less differential effect. With respect to demonstrating that a covered algorithm causes or contributes to a differential effect, the covered algorithm is presumed to be not separable for analysis and may be analyzed holistically as a single action, policy, or practice, unless the developer or deployer proves that the covered algorithm is separable by a preponderance of the evidence.Sec. 2(10) in the equal enjoyment of goods, services, or other activities or opportunities; (B) the benefits from the use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) to individualsIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) affected by the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) likely outweigh the harmsHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(11) from the use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) to such individualsIndividualThe term "individual" means a natural person in the United States.Sec. 2(13); and (C) use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) is not likely to result in a deceptive act or practice. (5) Ensure that any covered algorithm of the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) functions— (A) at a level that would be considered reasonable performance by an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) with ordinary skill in the art; and (B) in a manner that is consistent with its expected and publicly advertised performance, purpose, or use. (6) Ensure any data used in the design, development, deployment, or use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) is relevant and appropriate to the deployment context and the publicly advertised purpose or use. (7) Ensure use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) as intended is not likely to result in a violation of this Act.
(b) 8 It shall be unlawful for a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) to engage in false, deceptive, or misleading advertising, marketing, or publicizing of a covered algorithm of the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8).
(c) 9 DEVELOPERSDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9).—It shall be unlawful for a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) to knowingly offer or license a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) for any consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4) other than those evaluated in the pre-deployment evaluation described in section 102(a). (2) DEPLOYERSDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8).—It shall be unlawful for a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) to knowingly use a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) for any consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4) other than a use evaluated in the pre-deployment evaluation described in section 102(a), unless the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) agrees to assume the responsibilities of a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) required by this Act.
Section 201 imposes operational standards on developers and deployers. They must take reasonable measures to prevent and mitigate identified harms, support independent auditors with necessary information, consult stakeholders before deployment, and certify that the algorithm is not likely to result in harm, disparate impact, or deceptive practices and that benefits outweigh harms. The algorithm must perform at a level consistent with its publicly advertised purpose, and all data used must be relevant and appropriate. Developers and deployers must ensure intended use is not likely to violate this Act.
Subsection (b) prohibits false, deceptive, or misleading advertising of a covered algorithm. Subsection (c) prohibits off-label use: developers may not knowingly offer a covered algorithm for consequential actions not evaluated in the pre-deployment evaluation, and deployers may not knowingly use one for unevaluated actions unless they assume developer responsibilities.
(a) 10 A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) shall do the following: (1) Upon the reasonable request of the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8), make available to the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) information necessary to demonstrate the compliance of the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) with the requirements of this Act, including— (A) making available a report of the pre-deployment evaluation described in section 102(a) or the annual review of assessments conducted by the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) under section 102(c); and (B) providing information necessary to enable the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) to conduct and document a pre-deployment evaluation under section 102(a) or an impact assessment under section 102(b). (2) Either— (A) allow and cooperate with reasonable assessments conducted by the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) or the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)'s designated independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12); or (B) arrange for an independent auditorIndependent auditorThe term "independent auditor" means an individual that conducts a pre-deployment evaluation or impact assessment of a covered algorithm in a manner that exercises objective and impartial judgment on all issues within the scope of such evaluation or assessment. An individual is not an independent auditor of a covered algorithm if such individual— (i) is or was involved in using, developing, offering, licensing, or deploying the covered algorithm for a commercial act; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship, but not including a contractor relationship for the auditing service described in subparagraph (A)) with a developer or deployer that uses, offers, or licenses the covered algorithm; or (iii) at any point during the pre-deployment evaluation or impact assessment, has a direct financial interest, a reasonably foreseeable future financial interest, or a material indirect financial interest in a developer or deployer that uses, offers, or licenses a covered algorithm, not including routine payment for the auditing services described in subparagraph (A).Sec. 2(12) to conduct an assessment of the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9)'s policies and practices in support of the obligations under this Act using an appropriate and accepted control standard or framework and assessment procedure for such assessments, and provide a report of such assessment to the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) upon request.
(b) 11 A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) may offer or license a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) to a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) pursuant to a written contract between the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) and deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8), provided that the contract— (A) clearly sets forth the data processing procedures of the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) with respect to any collection, processing, or transfer of data performed on behalf of the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8); (B) clearly sets forth— (i) instructions for collecting, processing, transferring, or disposing of data by the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) in the context of the use of the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5); (ii) instructions for deploying the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) as intended; (iii) the nature and purpose of any collection, processing, or transferring of data; (iv) the type of data subject to such collection, processing, or transferring; (v) the duration of such processing of data; and (vi) the rights and obligations of both parties, including a method by which the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) shall notify the deployer of material changes to its covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5); (C) shall not relieve a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployer of any requirement or liability imposed on such developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) under this Act; (D) prohibits both the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) and deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) from combining data received from or collected on behalf of the other party with data the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) received from or collected on behalf of another party; and (E) shall not prohibit a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) from raising concerns to any relevant enforcement agency with respect to the other party. (2) RETENTION OF CONTRACT.—Each developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) shall retain for a period of 10 years a copy of each contract entered into with a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) to which it provides requested products or services.
Section 202 structures the developer-deployer relationship through information-sharing obligations and mandatory contractual terms. Developers must make compliance information available to deployers on reasonable request, including pre-deployment evaluation reports, and must either allow deployer-conducted assessments or arrange for an independent auditor to assess the developer's practices and share results.
Written contracts between developers and deployers must specify data processing procedures, deployment instructions, data types and duration, both parties' rights and obligations, and a material-change notification method. Contracts may not relieve either party of statutory obligations, must prohibit cross-party data combination, and may not bar either party from raising concerns with enforcement agencies. Developers must retain contracts for 10 years.
(a) 12 RULEMAKING.—Not later than 2 years after the date of enactment of this Act, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall promulgate regulations in accordance with section 553 of title 5, United States Code, specifying the circumstances and manner in which a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall provide to an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) a means to opt-out of the use of a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) for a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4) and to elect to have the consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4) concerning the individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) undertaken by a human without the use of a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5). (2) CONSIDERATIONS.—In promulgating the regulations under paragraph (1), the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall consider the following: (A) How to ensure that any notice or request from a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) regarding the right to a human alternative is clear and conspicuous, in plain language, easy to execute, and at no cost to an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13)...
(b) 13 A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) may not condition, effectively condition, attempt to condition, or attempt to effectively condition the exercise of any individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) right under this Act or individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) choice through— (1) the use of any false, fictitious, fraudulent, or materially misleading statement or representation; or (2) the design, modification, or manipulation of any user interface with the purpose or substantial effect of obscuring, subverting, or impairing a reasonable individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13)'s autonomy, decision making, or choice to exercise any such right.
(c) 14 RULEMAKING.—Not later than 2 years after the date of enactment of this Act, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall promulgate regulations in accordance with section 553 of title 5, United States Code, specifying the circumstances and manner in which a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall provide to an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) a mechanism to appeal to a human a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4) resulting from the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)'s use of a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5). (2) CONSIDERATIONS.—In promulgating the regulations under paragraph (1), the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall do the following: (A) Ensure that the appeal mechanism is clear and conspicuous, in plain language, easy-to-execute, and at no cost to individualsIndividualThe term "individual" means a natural person in the United States.Sec. 2(13). (B) Ensure that the appeal mechanism is proportionate to the consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4). (C) Ensure that the appeal mechanism is reasonably accessible to individualsIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) with disabilities, timely, usable, effective, and non-discriminatory. (D) Require, where appropriate, a mechanism for individualsIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) to identify and correct any personal dataPersonal dataThe term "personal data"— (i) means information that identifies or is linked or reasonably linkable, alone or in combination with other information, to an individual or an individual's device; and (ii) shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(14) used by the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5). (E) Specify training requirements for human reviewers with respect to a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4)...
Section 203 directs the FTC to promulgate regulations within two years specifying when and how deployers must provide individuals a means to opt out of algorithmic consequential actions and elect a human alternative. The FTC must consider clarity, specificity of action types warranting alternatives, feasibility, and effects on third parties. A separate prohibition bars developers and deployers from conditioning individual rights through false statements or deceptive interface design (dark patterns). The FTC must also promulgate regulations for a right to appeal algorithmic decisions to a human reviewer, with considerations including accessibility, proportionality, data correction, and training requirements for reviewers.
(a) 15 IN GENERAL.—A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) may not discriminate or retaliate against an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) (including by denying or threatening to deny the equal enjoyment of goods, services, or other activities or opportunities in relation to a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4)) because the individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) exercised any right, refused to waive any such right, raised a concern about a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and career and technical education... (C) Housing and lodging... (D) Essential utilities... (E) Health care... (F) Credit, banking, and other financial services. (G) Insurance... (H) Actions of the criminal justice system... (I) Justice and determinations concerning guilt or liability... (J) Elections... (K) Government benefits and services... (L) A public accommodation. (M) Any other service, program, product, or opportunity which has a comparable legal, material, or similarly significant effect on an individual's life as determined by the Commission through rules.Sec. 2(4) under this Act, or assisted in any investigation or proceeding under this Act. (2) RULES OF CONSTRUCTION.— (A) DIFFERENTIAL IN SERVICE OR GOODS.—Nothing in this Act shall prohibit a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) from denying service to an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13), charging an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) a different price or rate, or providing a different level or quality of goods or services to an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) if the differential in service is necessary and directly related to the value provided to the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) by the covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5). (B) LOYALTY PROGRAMS.—Nothing in this Act shall prohibit a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) from offering loyalty, rewards, premium features, discounts, or club card programs that provide benefits or rewards based on frequency of patronizing, or the amount of money spent at, a business consistent with this Act.
(b) 16 A developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) may not, directly or indirectly, discharge, demote, suspend, threaten, harass, or otherwise discriminate or retaliate against an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) for raising a concern, reporting or attempting to report a violation of this Act, or cooperating in any investigation or proceeding under this Act.
Section 204 prohibits developers and deployers from discriminating or retaliating against individuals who exercise rights under the Act, refuse to waive such rights, raise concerns, or assist in any investigation. A carve-out permits service or pricing differentials that are necessary and directly related to the value provided by the algorithm, and loyalty/rewards programs remain permissible. Separately, whistleblower protection bars employers from discharging, demoting, or otherwise retaliating against any individual who reports or cooperates in investigations of violations of this Act.
(a)–(b) 17 Each developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall make publicly available, in plain language and in a clear, conspicuous, not misleading, easy-to-read, and readily accessible manner, a disclosure that provides a detailed and accurate representation of the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)'s practices regarding the requirements under this Act. The disclosure required under subsection (a) shall include, at a minimum, the following: (1) The identity and the contact information of— (A) the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)... (B) any other entity within the same corporate structure... (2) A link to the website containing the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)'s summaries of pre-deployment evaluations, impact assessments, and annual review of assessments, as applicable. (3) The categories of personal dataPersonal dataThe term "personal data"— (i) means information that identifies or is linked or reasonably linkable, alone or in combination with other information, to an individual or an individual's device; and (ii) shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(14) the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) collects or processes... (4) Whether the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) transfers personal dataPersonal dataThe term "personal data"— (i) means information that identifies or is linked or reasonably linkable, alone or in combination with other information, to an individual or an individual's device; and (ii) shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(14), and, if so, each third party... (5) A prominent description of how an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) can exercise the rights described in this Act. (6) A general description of the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8)'s practices for compliance with the requirements described in sections 102 and 201. (7) The following disclosure: "The audit of this algorithm was conducted to comply with the Artificial Intelligence Civil Rights Act of 2025, which seeks to avoid the use of any algorithm that has a disparate impactDisparate impactThe term "disparate impact" means an unjustified differential effect on an individual or group of individuals on the basis of an actual or perceived protected characteristic. For purposes of subparagraph (A), with respect to the action, policy, or practice of a developer or deployer, a differential effect is unjustified if— (i) the developer or deployer fails to demonstrate that such action, policy, or practice causing the differential effect is necessary to achieve a substantial, legitimate, and nondiscriminatory interest; or (ii) in the event the developer or deployer demonstrates such interest, an alternative action, policy, or practice could serve such interest with less differential effect. With respect to demonstrating that a covered algorithm causes or contributes to a differential effect, the covered algorithm is presumed to be not separable for analysis and may be analyzed holistically as a single action, policy, or practice, unless the developer or deployer proves that the covered algorithm is separable by a preponderance of the evidence.Sec. 2(10) on certain protected classes of individualsIndividualThe term "individual" means a natural person in the United States.Sec. 2(13). The audit does not guarantee that this algorithm is safe or in compliance with all applicable laws." (8) The effective date of the disclosure.
(e)–(f) 18 MATERIAL CHANGES.— (1) NOTIFICATION.—If a developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) makes a material change to the disclosure required under subsection (a), the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall notify each individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) affected by such material change prior to implementing the material change. (2) REQUIREMENTS.—Each developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall take all reasonable measures to provide to each affected individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) a direct electronic notification regarding any material change to the disclosure... (3) LOG OF MATERIAL CHANGES.— (A) RETENTION PERIOD.—Beginning after the date of enactment of this Act, each developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall retain a copy of each previous version of the disclosure required under subsection (a) for a period of at least 10 years after the last day on which such version was effective and publish each such version on its website. (B) LOG OF MATERIAL CHANGES.—Each developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall make publicly available, in a clear, conspicuous, and readily accessible manner, a log describing the date and nature of each material change to its disclosure... (f) SHORT-FORM NOTICE.— (1) IN GENERAL.—A deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall provide a short-form notice regarding a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) it develops, offers, licenses, or uses... (E) is not more than 500 words in length; and (F) is available to the public at no cost.
(g) 19 Each developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) shall make publicly available, in a clear, conspicuous, and readily accessible manner, a mechanism for an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) impacted by a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) to report to the developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) potential violations of this Act.
Section 301 requires each developer and deployer to publish a detailed public disclosure of its practices regarding covered algorithms. The disclosure must include entity and contact information, links to evaluation/assessment summaries, categories of personal data collected or processed, third-party data transfer recipients and purposes, a description of individual rights, a general compliance description, a mandatory audit disclaimer statement, and the effective date. Disclosures must be available in each covered language and accessible to individuals with disabilities.
Material changes require direct electronic notification to affected individuals before implementation, and all previous disclosure versions must be retained and published for at least 10 years with a log of material changes. Deployers must provide a short-form notice (max 500 words) at first interaction. Developers and deployers must also provide a public reporting mechanism for individuals to report potential violations.
(a)–(c) NOTICE OF CONSUMER RIGHTS.— (1) IN GENERAL.—Not later than 90 days after the date of enactment of this Act, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall publish, on the internet website of the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3), a web page that describes each provision, right, obligation, and requirement of this Act... (b) ANNUAL REPORT.—Not later than 2 years after the date of enactment of this Act, and annually thereafter, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall publish on the internet website of the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) a report that— (1) describes and summarizes the information contained in any pre-deployment evaluation, impact assessment, and developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) review submitted to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3)... (c) PUBLICLY ACCESSIBLE REPOSITORY.— (1) ESTABLISHMENT.— (A) IN GENERAL.—Not later than 180 days after the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) publishes the first annual report under subsection (b), the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall develop a publicly accessible repository to publish each pre-deployment evaluation, impact assessment, and developerDeveloperThe term "developer" means any person that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm— (i) for such person's own use, or use by a third party, in connection with a commercial act; or (ii) for use by a government entity. In the event that a deployer uses an algorithm as a covered algorithm, and no person is considered the developer of the algorithm for purposes of subparagraph (A), the deployer shall be considered the developer of the covered algorithm for the purposes of this Act.Sec. 2(9) review submitted to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) in accordance with section 102...
Section 303 requires the FTC to publish on its website a consumer-rights web page describing all provisions, rights, obligations, remedies, and protections of this Act, categorized for individuals, deployers, and developers, in each covered language and accessible format. The FTC must publish an annual report summarizing all submitted evaluations and assessments and develop a publicly accessible, searchable repository for all pre-deployment evaluations, impact assessments, and developer reviews submitted under Section 102. The repository must be publicly available, searchable, downloadable, and machine-readable. Trade secrets may be redacted; personal data must be redacted.
(a)–(c) UNFAIR OR DECEPTIVE ACTS OR PRACTICES.—A violation of title I, II, or III or a regulation promulgated thereunder shall be treated as a violation of a rule defining an unfair or deceptive act or practice under section 18(a)(1)(B) of the Federal Trade CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) Act (15 U.S.C. 57a(a)(1)(B)). (b) POWERS OF THE COMMISSIONCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3).— (1) IN GENERAL.—Except as provided in subsection (c), the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall enforce this Act and the regulations promulgated under this Act in the same manner, by the same means, and with the same jurisdiction, powers, and duties as though all applicable terms and provisions of the Federal Trade CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) Act (15 U.S.C. 41 et seq.) were incorporated into and made a part of this Act... (c) JURISDICTION.—Notwithstanding section 4, 5(a)(2), or 6 of the Federal Trade CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) Act... the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall also enforce this Act... with respect to— (1) organizations not organized to carry on business for their own profit or that of their members; (2) common carriers subject to the Communications Act of 1934... (3) a bank, savings and loan institution... or Federal credit union... (4) an air carrier or foreign air carrier... (5) a person, partnership,or corporation subject to the Packers and Stockyards Act, 1921...
Section 401 designates violations of Titles I, II, or III as unfair or deceptive acts or practices under Section 18(a)(1)(B) of the FTC Act. The FTC enforces with the same powers as under the FTC Act, but with expanded jurisdiction covering nonprofits, common carriers, banks, savings and loan institutions, federal credit unions, air carriers, and entities subject to the Packers and Stockyards Act — all of which are normally outside FTC jurisdiction. The FTC may promulgate implementing rules under APA notice-and-comment procedures.
(a)–(c) IN GENERAL.—In any case in which the attorney general of a State or a State data protection authority has reason to believe that an interest of the residents of the State has been or is threatened or adversely affected by the engagement of a person in a practice that violates title I, II, or III, or a regulation promulgated thereunder, the attorney general may, as parens patriae, bring a civil action on behalf of the residents of the State in an appropriate Federal district court of the United States... to— (1) enjoin any such violation by the person; (2) enforce compliance with the requirements of this Act; (3) obtain a permanent, temporary, or preliminary injunction or other appropriate equitable relief; (4) obtain civil penalties in the amount of $15,000 per violation, or 4 percent of the defendant's average gross annual revenue over the preceding 3 years, whichever is greater; (5) obtain damages, restitution, or other compensation on behalf of the residents of such State; (6) obtain reasonable attorneys' fees and litigation costs; and (7) obtain such other relief as the court may consider to be appropriate.
Section 402 authorizes state attorneys general and state data protection authorities to bring parens patriae civil actions in federal court on behalf of state residents for violations of Titles I, II, or III. Available remedies include injunctive relief, civil penalties of $15,000 per violation or 4% of average gross annual revenue over the preceding 3 years (whichever is greater), damages, restitution, and attorney's fees. The state AG must notify the FTC before filing (unless infeasible), and the FTC has 180 days to intervene. State investigatory powers are preserved.
(a)–(b) ENFORCEMENT BY INDIVIDUALSIndividualThe term "individual" means a natural person in the United States.Sec. 2(13).— (1) IN GENERAL.—Any individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) or class of individualsIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) alleging a violation of title I, II, or III, or a regulation promulgated thereunder, may bring a civil action in any court of competent jurisdiction. (2) RELIEF.—In a civil action brought under paragraph (1) in which the plaintiff prevails, the court may award— (A) treble damages or $15,000 per violation, whichever is greater; (B) nominal damages; (C) punitive damages; (D) reasonable attorney's fees and litigation costs; and (E) any other relief, including equitable or declaratory relief, that the court determines appropriate... (b) INVALIDITY OF PRE-DISPUTE ARBITRATION AGREEMENTS AND PRE-DISPUTE JOINT ACTION WAIVERS.— (1) IN GENERAL.—Notwithstanding any other provision of law, no pre-dispute arbitration agreement or pre-dispute joint action waiver shall be valid or enforceable with regard to a dispute arising under this Act.
Section 403 creates a private right of action for any individual or class of individuals alleging a violation of Titles I, II, or III. Prevailing plaintiffs may recover treble damages or $15,000 per violation (whichever is greater), nominal damages, punitive damages, reasonable attorney's fees, and equitable or declaratory relief. Plaintiffs must notify the FTC and state attorney general before filing and allow 60 days for response. Pre-dispute arbitration agreements and pre-dispute joint-action waivers are rendered invalid and unenforceable for disputes arising under this Act, with enforceability determined by courts rather than arbitrators.
If any provision of this Act, or the application thereof to any person or circumstance, is held invalid, the remainder of this Act, and the application of such provision to other persons not similarly situated or to other circumstances, shall not be affected by the invalidation.
Standard severability clause providing that if any provision of this Act is held invalid, the remainder of the Act and the application of such provision to other persons or circumstances shall not be affected.
(a)–(b) IN GENERAL.—Nothing in this Act shall be construed to— (1) waive or otherwise limit any requirement under the National Labor Relations Act (29 U.S.C. 151 et seq.) for an employer... to bargain collectively regarding the deployment or effects of a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5); (2) absolve an employer of any obligation to ensure a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) and its effects comply with health and safety laws; (3) allow an employer to deploy a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) that interferes with the rights of employees under any Federal, State, or local law; or (4) absolve any other duty or requirement under any other Federal, State, or local law. (b) OTHERWISE APPLICABLE REQUIREMENTS AND AUTHORITY.—No regulation or standard imposed under this Act may be construed in a manner that would lessen the stringency of the requirements of any applicable Federal or State agency that are otherwise applicable. This Act does not divest any such agency of any authority derived from any other applicable law.
Section 405 preserves existing labor, health and safety, and other federal, state, and local obligations. Nothing in the Act waives collective bargaining requirements regarding algorithm deployment, absolves employers of health and safety compliance, allows algorithm deployment that interferes with employee rights, or displaces any other duty under existing law. No regulation under this Act may lessen the stringency of otherwise applicable federal or state agency requirements, and no agency is divested of existing authority.
Not later than 270 days after the date of enactment of this Act, the Director of the Office of Personnel Management shall exercise the authority of the Director under section 5105 of title 5, United States Code, to establish a new occupational series and associated policies covering Federal Government positions in the field of algorithm auditing... which shall include algorithm auditing practices, platform auditing, evaluation and assessment of artificial intelligence systems, computer security, independent evaluation and audits of computer systems, data science, statistics, auditing of anticompetitive practices, and related fields.
Section 501 directs the Director of the Office of Personnel Management to establish a new federal occupational series covering algorithm auditing positions within 270 days of enactment. The series must include algorithm auditing practices, platform auditing, AI evaluation and assessment, computer security, independent evaluation of computer systems, data science, statistics, and auditing of anticompetitive practices.
AUTHORIZATION OF APPROPRIATIONS.—There is authorized to be appropriated to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) and other Federal agencies enumerated in this Act such sums as may be necessary to carry out this Act. (b) COMMISSIONCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) PERSONNEL.—Notwithstanding any other provision of law, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) may hire not more than 500 additional personnel to accomplish the work of the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) with respect to unfair or deceptive acts or practices relating to the development or deployment of covered algorithmsCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) in accordance with this Act.
Section 502 authorizes appropriations as necessary to carry out this Act and allows the FTC to hire up to 500 additional personnel for enforcement of covered algorithm-related unfair or deceptive practices.
STUDY.— (1) IN GENERAL.—The CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall conduct a study, with notice and public comment, on the feasibility of requiring deployersDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) to provide a clear, conspicuous, easy-to-use, no-cost mechanism that is accessible for individualsIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) with disabilities and allows an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13) to receive an explanation as to whether and how a covered algorithmCovered algorithmThe term "covered algorithm" means— (A) a computational process derived from machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity, that, with respect to a consequential action— (i) creates or facilitates the creation of a product or information that is used as an integral part of the consequential action; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is used as an integral part of the consequential action; (iii) makes a decision; or (iv) facilitates human decision making; or (B) any other computational process deemed appropriate by the Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(5) used by the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act. The terms "deployer" and "developer" shall not be interpreted to be mutually exclusive.Sec. 2(8) affects or affected an individualIndividualThe term "individual" means a natural person in the United States.Sec. 2(13)... (b) REPORT.—Not later than 18 months after the date of enactment of this Act, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall submit to the Committee on Commerce, Science, and Transportation of the Senate and the Committee on Energy and Commerce of the House of Representatives a report that includes the findings of the study...
Section 302 directs the FTC to conduct a study, with notice and public comment, on the feasibility of requiring deployers to provide individuals with explanations of whether and how a covered algorithm affected them. The study must cover explanation purposes, delivery methods, identity verification, technical feasibility, and developer information-sharing requirements. A report with findings and legislative recommendations must be submitted to Congress within 18 months of enactment. This section does not impose a compliance obligation on developers or deployers; it is a study mandate directed at the FTC.