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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.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) 1 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.Sec. 2(9)'s or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9)'s or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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 may not offer, license, promote, sell, or use 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 covers both intentional discrimination and disparate impact under a burden-shifting framework borrowed from employment discrimination law.
Exceptions are carved out for self-testing to identify or mitigate discrimination, diversity-expanding uses, good faith security research, non-commercial research, and private clubs under the Civil Rights Act of 1964.
(a)(1) 2 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.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.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.Sec. 2(8).—The deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9)'s expected use or the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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). (C) PREVIOUSLY-DEPLOYED 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).—When conducting a preliminary evaluation of a material change to, or new use of, 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), 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) may limit the scope of the evaluation to whether 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) as a result of the material change or new use.
(a)(2) 3 FULL PRE-DEPLOYMENT EVALUATION.— (A) 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.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.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.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 individual 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, including the inputs 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 designed to use to produce an output and 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 designed to produce; (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, including— (aa) any metric used to test the performance 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); (bb) defined benchmarks and goals that correspond to such metrics, including whether there was sufficient representation of demographic groups that are reasonably likely to use or be 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) in the data used to create or train the algorithm, and whether there was reasonable testing, if any, across such demographic groups; (cc) 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) actually produces in testing; (dd) a description of any consultation with relevant 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 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), or a disclosure that no such consultation occurred; (ee) a description of which protected characteristicsProtected 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), if any, were used for testing and evaluation, and how and why such characteristics were used, including— (AA) whether the testing occurred in comparable contextual conditions to the conditions 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) is expected to be used; and (BB) if protected characteristicsProtected 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) were not available to conduct such testing, a description of alternative methods 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.Sec. 2(9) used to conduct the required assessment; (ff) any other computational algorithm incorporated into the development 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), regardless of whether such precursor computational algorithm involves 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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(4); (gg) a description of the data and information used to develop, test, maintain, or update 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— (AA) each type 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) used, each source from which the 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) was collected, and how each type 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) was inferred and processed; (BB) the legal authorization for collecting and processing the 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 (CC) an explanation of how the data (including 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 is representative, proportional, and appropriate to the development and intended uses 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); and (hh) a description of the training process 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) which includes the training, validation, and test data utilized to confirm the intended outputs; (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) in the equal enjoyment of goods, services, or other activities or opportunities, and a description of such potential 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); (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) and recommendations for how 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.Sec. 2(9) could monitor for 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) after offering, licensing, or 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); and (V) any other information the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) deems pertinent to prevent 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) from 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) or having 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 the equal enjoyment of goods, services, or other activities or opportunities, as prescribed by rules promulgated by the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) pursuant to section 553 of title 5, United States Code. (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.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). (B) FOR DEPLOYERSDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.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.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.—[similar detailed requirements for deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) context] (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.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 DEPLOYERDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) ANNUAL IMPACT ASSESSMENT.—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.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.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), 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.Sec. 2(9)'s expected use or the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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 such finding, 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.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) that resulted or was reasonably likely to have been produced during the reporting period; (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) in the equal enjoyment of goods, services, or other activities or opportunities, including the methodology for such evaluation, 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) produced or likely produced such disparity; (C) a description of the types of data input into 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 to produce an output; (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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.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); and (G) any other information the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) deems pertinent. (3) REPORTS.— (A) TO THE DEPLOYERDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8).—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.Sec. 2(8) a report on the impact assessment conducted under paragraph (2). (B) 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.Sec. 2(9).—Not later than 30 days after the submission of a report on an impact assessment under subparagraph (A), a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) shall submit to the developer 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) a summary of such report, subject to the trade secret and privacy protections described in subsection (e)(3).
(c) 5 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.Sec. 2(9) ANNUAL REVIEW OF ASSESSMENTS.—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.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.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.Sec. 2(8) is inputting into 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). (3) To assess whether the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) is complying with any relevant contractual agreement with 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.Sec. 2(9) and whether any remedial action is necessary. (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) or is reasonably likely to be 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 AND RETENTION REQUIREMENTS.— (1) 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) in a manner that is easily accessible to individuals; 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) shall retain all evaluations, assessments, and reviews described in this section for a period of not fewer than 10 years. (3) TRADE SECRETS AND PRIVACY.—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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8)— (A) may redact and segregate any trade secret from public disclosure under this subsection; and (B) shall redact and segregate 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) from public disclosure under this subsection.
Section 102 establishes a two-phase assessment framework. Before deploying, licensing, or offering a covered algorithm for a consequential action, both developers and deployers must conduct a preliminary evaluation of the plausibility that use could result in harm. If harm is not plausible, a finding of no plausible harm is recorded and submitted to the FTC. If harm is plausible, a full pre-deployment evaluation must be conducted by an independent auditor.
The full evaluation for developers requires detailed review of the algorithm's design, methodology, training data, testing across demographic groups, potential for harm or disparate impact, and mitigation recommendations. For deployers, the evaluation focuses on the deployment context — intended use, necessity and proportionality, data inputs, stakeholder consultation, and context-specific harm potential. After deployment, deployers must conduct annual impact assessments that identify any harm during the reporting period and, if harm is found, engage an independent auditor for a full assessment. Developers must annually review deployer impact assessment summaries.
All full evaluations, assessments, and reviews must be submitted to the FTC within 30 days, made available to Congress on request, and published in summary on the entity's website. Records must be retained for at least 10 years. Trade secrets may be redacted; personal data must be redacted from public disclosures.
(a)(1)–(7) 7 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) USE.—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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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 individuals 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 individuals; 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) functions— (A) at a level that would be considered reasonable performance by an individual 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 DECEPTIVE MARKETING OF A PRODUCT OR SERVICE.—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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8).
(c) 9 OFF-LABEL USE.— (1) 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.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.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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.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.Sec. 2(8).—It shall be unlawful for a deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.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.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.Sec. 2(9) required by this Act.
Section 201 imposes affirmative operational standards on developers and deployers. They must take reasonable measures to prevent and mitigate identified harms, ensure independent auditors have all necessary information, consult stakeholders prior to deployment, and certify that the algorithm is not likely to result in harm, that benefits outweigh harms, and that use is not likely to be deceptive. The algorithm must function at a level of reasonable professional performance and consistent with its publicly-advertised purpose. Data used must be relevant and appropriate. Deceptive marketing is prohibited. Off-label use — deploying or licensing a covered algorithm for consequential actions not evaluated in the pre-deployment evaluation — is unlawful.
(a)–(b) 10 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.Sec. 2(9) RESPONSIBILITIES.—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.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.Sec. 2(8), make available to the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.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.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.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.Sec. 2(8) or the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.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.Sec. 2(8) upon request. (b) CONTRACTS BETWEEN 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.Sec. 2(9) AND DEPLOYERSDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8).— (1) REQUIREMENTS.—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.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.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.Sec. 2(9) and deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.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.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.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.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) and deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.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.Sec. 2(8) to which it provides requested products or services.
Section 202 structures the developer-deployer relationship. Developers must make compliance information available to deployers on reasonable request, including pre-deployment evaluation reports and annual reviews. Developers must either allow deployer audits or arrange for an independent auditor assessment of developer practices. Licensing contracts must specify data processing procedures, deployment instructions, data types, processing duration, and party obligations including material change notification. Contracts may not relieve either party of statutory liability, must prohibit data commingling across counterparties, and must preserve each party's right to report concerns to enforcement agencies. Contracts must be retained for 10 years.
(a) 11 RIGHT TO HUMAN ALTERNATIVES.— (1) 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.Sec. 2(8) shall provide to an individual 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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(4) concerning the individual 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).
(b) 12 INDIVIDUAL AUTONOMY.—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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) may not condition, effectively condition, attempt to condition, or attempt to effectively condition the exercise of any individual right under this Act or individual 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 individual's autonomy, decision making, or choice to exercise any such right.
(c) 13 RIGHT TO APPEAL.— (1) 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.Sec. 2(8) shall provide to an individual 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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(4) resulting from the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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).
Section 203 directs the FTC to promulgate regulations within two years specifying when deployers must offer individuals the right to opt out of covered algorithm use and elect a human alternative for a consequential action, and when deployers must provide a right to appeal automated consequential actions to a human. The FTC must consider clarity, cost, proportionality, feasibility, and the risk of harm. The section also prohibits developers and deployers from using deceptive statements, dark patterns, or manipulative interfaces to condition or impair the exercise of individual rights under the Act.
(a)–(b) 14 PROHIBITION ON RETALIATION.— (1) 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) may not discriminate or retaliate against an individual (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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(4)) because the individual 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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) from denying service to an individual, charging an individual a different price or rate, or providing a different level or quality of goods or services to an individual 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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) WHISTLEBLOWER PROTECTION.—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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) may not, directly or indirectly, discharge, demote, suspend, threaten, harass, or otherwise discriminate or retaliate against an individual 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 rights, raise concerns about consequential actions, or assist in investigations. A separate whistleblower provision protects employees from discharge, demotion, suspension, threats, harassment, or other discrimination for raising concerns, reporting violations, or cooperating in investigations. Narrow carve-outs preserve differential pricing based on value provided by the algorithm and loyalty/rewards programs.
(a)–(d) 15 IN GENERAL.—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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8)'s practices regarding the requirements under this Act. (b) CONTENT OF DISCLOSURE.—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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) to which the disclosure applies; and (B) any other entity within the same corporate structure as 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) to which 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) is transferred 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8). (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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) collects or processes in the development or 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) and the processing purpose for each such category. (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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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 to 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) transfers such data and the purpose for which such data is transferred. (5) A prominent description of how an individual 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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 individuals. The audit does not guarantee that this algorithm is safe or in compliance with all applicable laws." (8) The effective date of the disclosure. (c) LANGUAGES.—The disclosure required under subsection (a) shall be made available in each covered language in 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) operates or provides a good or service. (d) ACCESSIBILITY.—Any disclosure provided under this section shall be made available in a manner that is reasonably accessible to and usable by individuals with disabilities.
(e)–(f) 16 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) shall notify each individual 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) shall take all reasonable measures to provide to each affected individual a direct electronic notification regarding any material change to the disclosure, in each covered language in which the disclosure is made available, and taking into account available technology and the nature of the relationship with such individual. (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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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 during the retention period described in subparagraph (A), and such descriptions shall be sufficient for a reasonable individual to understand the material effect of each material change. (f) SHORT-FORM NOTICE.— (1) IN GENERAL.—A deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.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 in a manner that— (A) is concise, clear, conspicuous, in plain language, and not misleading; (B) is readily accessible to individuals with disabilities; (C) is based on what is reasonably anticipated within the context of the relationship between the individual and the deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8); (D) includes an overview of each applicable individual right and disclosure in a manner that draws attention to any practice that may be unexpected to a reasonable individual or that involves 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, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, enrollment, disciplinary actions including suspension, expulsion, or referral to law enforcement, eligibility for graduation, grade promotion or degree conferral, academic performance evaluation, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, publicly supported housing, and mortgage lending. (D) Essential utilities, including electricity, heat, water, municipal trash or sewage services, internet and telecommunications service, and public transportation. (E) Health care, including mental health care, and dental, vision, and adoption services, and other health care-related services, treatment options, trials, and studies. (F) Credit, banking, and other financial services. (G) Insurance, including insurance claim determinations. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration determinations or enforcement, border control (vetting, screening, and inspection), child protective services, child welfare, and family services, including risk and threat assessments, situational awareness and threat detection, investigations, watchlisting, bail determinations, sentencing, administration of parole, surveillance, use of unmanned vehicles and machines, and predictive policing. (I) Justice and determinations concerning guilt or liability, including assignment of cases or counsel, bail determinations, pre-detention risk assessments, case intake, sequencing, and processing, awards of actual or punitive damages, and binding and nonbinding determinations in arbitration, mediation, or other alternative dispute resolution. (J) Elections, including voting, requirements for documentation or proof of identity to vote or register to vote (and determinations about whether an individual meets those requirements), redistricting, polling place resources, reduction or alteration of multilingual or English language voting materials, alteration of the manner in which voting materials are provided or distributed, reduction, consolidation, or relocation of voting locations in elections for Federal, State, or local office (including early, absentee, and election-day voting locations), reduction in days or hours of in-person voting during a period occurring prior to the date of an election for Federal, State, or local office during which voters may cast ballots in such election, election security, and election administration, including maintenance processes for voter registration lists that add a new basis for removal from the list of active voters registered to vote in elections for Federal, State, or local office, or that incorporate a new source of information in determining a voter's eligibility to vote in elections for Federal, State, or local office. (K) Government benefits and services, as well as verification of identity, citizenship, and immigration status, fraud prevention, and assignment of penalties. (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 promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(4); (E) is not more than 500 words in length; and (F) is available to the public at no cost.
(g) 17 REPORTING MECHANISM.—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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) shall make publicly available, in a clear, conspicuous, and readily accessible manner, a mechanism for an individual 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.Sec. 2(9) or deployerDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8) potential violations of this Act.
Section 301 requires developers and deployers to publish a detailed public disclosure of their practices under the Act, covering identity and contact information, links to evaluation summaries, categories of personal data collected, third-party data transfers, description of individual rights, general compliance practices, a mandated audit disclaimer, and the effective date. Disclosures must be in plain language, in all covered languages (the 10 most spoken in the U.S.), and accessible to individuals with disabilities. Material changes require pre-implementation notice to affected individuals, a log of all changes retained for 10 years, and publication of prior versions. Deployers must additionally provide a short-form notice (max 500 words) at first interaction with the algorithm, and all entities must publish a publicly accessible mechanism for reporting potential violations.
(a)–(b) 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.Sec. 2(8) to provide a clear, conspicuous, easy-to-use, no-cost mechanism that is accessible for individuals with disabilities and allows an individual 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.Sec. 2(8) affects or affected an individual. (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 conducted under subsection (a), together with recommendations for such legislation and administrative action as the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) determines appropriate.
Section 302 directs the FTC to conduct a study — with notice and public comment — on the feasibility of requiring deployers to provide individuals with an explanation of whether and how a covered algorithm affected them. The study must assess the purposes of explanations, how to make them accessible and effective, technical feasibility, identity verification, and recommendations for Congress. A report is due within 18 months of enactment. This section imposes no direct compliance obligation on developers or deployers.
(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 (categorized with respect to individuals, deployersDeployerThe term "deployer" means any person that uses a covered algorithm for a commercial act.Sec. 2(8), and 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.Sec. 2(9)) and the remedies, exemptions, and protections associated with this Act, in plain and concise language, in each covered language, and in an easy-to-understand, accessible manner. (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.Sec. 2(9) review submitted to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) in accordance with this Act; (2) describes broad trends, aggregated statistics, and anonymized information about performing impact assessments 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); and (3) is accessible and machine readable. (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.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 directs the FTC to publish a consumer-facing web page within 90 days of enactment describing all provisions, rights, obligations, and remedies under the Act, in plain language and in all covered languages. Beginning two years after enactment, the FTC must publish an annual report summarizing all submitted evaluations, assessments, and reviews, describing broad trends, and making the report machine-readable. Within 180 days after the first annual report, the FTC must create a publicly accessible, searchable, downloadable repository of all submitted evaluations, assessments, and reviews. This section imposes obligations on the FTC, not on developers or deployers.
(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 (15 U.S.C. 44, 45(a)(2), 46) or any jurisdictional limitation of the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3), the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(3) shall also enforce this Act and the regulations promulgated under this Act, in the same manner provided in subsections (a) and (b), 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; or (5) a person, partnership, or corporation subject to the Packers and Stockyards Act, 1921.
Section 401 establishes that a violation of Titles I, II, or III is treated as a violation of an FTC rule defining an unfair or deceptive act or practice, giving the FTC full enforcement authority including civil penalties. The FTC's jurisdiction is expanded beyond its normal limits to cover nonprofits, common carriers, banks, savings institutions, Federal credit unions, air carriers, and entities subject to the Packers and Stockyards Act. The FTC may promulgate rules under APA notice-and-comment rulemaking. This section imposes no direct compliance obligation on developers or deployers.
(a)–(d) 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 the Act. Available remedies include injunctive relief, civil penalties of $15,000 per violation or 4% of the defendant's average gross annual revenue over 3 years (whichever is greater), damages, restitution, and attorney's fees. The attorney general must generally notify the FTC before filing; the FTC may intervene within 180 days. This section also requires the FTC to coordinate with relevant federal agencies via memoranda of understanding within 180 days. This section imposes enforcement mechanisms, not new compliance obligations on developers or deployers.
(a)–(b) ENFORCEMENT BY INDIVIDUALS.— (1) IN GENERAL.—Any individual or class of individuals 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 60 days before filing, and both may intervene. Pre-dispute arbitration agreements and pre-dispute joint action waivers are declared invalid and unenforceable for disputes arising under the Act. This section establishes enforcement rights, not new compliance obligations.
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 is held invalid, the remainder of the Act is not 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 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 law obligations. The Act does not waive collective bargaining requirements, absolve employers of health and safety obligations, permit algorithm deployment that interferes with employee rights, or reduce the stringency of other applicable requirements. This is a savings clause that creates no new compliance obligations.
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.
Section 501 directs the Director of the Office of Personnel Management to establish a new federal occupational series for algorithm auditing positions within 270 days of enactment. This is an administrative directive to OPM, not a compliance obligation on developers or deployers.
(a)–(b) 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 the Act and permits the FTC to hire up to 500 additional personnel for enforcement. This is an appropriations and staffing authorization, not a compliance obligation on regulated entities.