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, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) shall not offer, license, promote, sell, or use a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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.Sec. 2(9) in; (2) otherwise discriminates in; 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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3), 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 or nationality. (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 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(15).
(b) 1 This section shall not apply to— (1) the offer, licensing, or use of a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) for the sole purpose of— (A) a developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8)'s or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)'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 in a commercial context, developing, offering, licensing, or deploying the covered algorithm; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship) 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 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.Sec. 2(11) at a developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8)'s or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)'s request) to identify, prevent, or mitigate discrimination, or otherwise to ensure compliance with obligations, under Federal law; or (B) expanding an applicant, participant, or customer pool to raise the likelihood of increasing diversity or redressing historic discrimination; 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 non-discrimination mandate. Developers and deployers are prohibited from offering, licensing, promoting, selling, or using a covered algorithm in a manner that causes or contributes to disparate impact, otherwise discriminates in, or otherwise makes unavailable the equal enjoyment of goods, services, or other activities or opportunities related to a consequential action on the basis of a protected characteristic. The prohibition applies broadly across all consequential action domains defined in the bill.
Narrow exceptions exist for self-testing to identify, prevent, or mitigate discrimination (including independent auditing), for expanding applicant pools to increase diversity or redress historic discrimination, and for private clubs as defined in the Civil Rights Act of 1964.
(a)(1) 2 Prior to deploying, licensing, or offering a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) (including deploying a material change to a previously-deployed covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) or a material change made prior to deployment) for a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3), a developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) shall conduct a pre-deployment evaluation in accordance with the following: (1) PRELIMINARY EVALUATION.— (A) PLAUSIBILITY OF HARMHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(10).— (i) DEVELOPERSDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8).—The developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) shall conduct a preliminary evaluation of the plausibility that any expected use of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10). (ii) DEPLOYERSDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7).—The deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) shall conduct a preliminary evaluation of the plausibility that any intended use of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10). (B) RESULTS.—Based on the results of the preliminary evaluation, the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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(10) 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(10), including a description of the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8)'s expected use or the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)'s intended use of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), 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(2); 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(10) is plausible, conduct a full pre-deployment evaluation as described in paragraph (2).
(a)(2)(A) 3 FOR DEVELOPERSDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.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 in a commercial context, developing, offering, licensing, or deploying the covered algorithm; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship) 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 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.Sec. 2(11) EVALUATION.—If a developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.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(10) is plausible during the preliminary evaluation described in paragraph (1), the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.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 in a commercial context, developing, offering, licensing, or deploying the covered algorithm; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship) 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 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.Sec. 2(11) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), including— (I) the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4)'s design and methodology, including the inputs the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) is designed to use to produce an output and the outputs the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) is designed to produce; (II) how the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) was created, trained, and tested, including— (aa) any metric used to test the performance of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4); (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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) in the data used to create or train the algorithm, and whether there was sufficient testing across such demographic groups; (cc) the outputs the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), regarding the development of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), 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 or nationality. (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 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(15), 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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 or nationality. (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 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(15) were not available to conduct such testing, a description of alternative methods the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), 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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3); and (gg) a description of the data and information used to develop, test, maintain, or update the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), including— (AA) each type of personal dataPersonal dataThe term "personal data" 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 shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(13) used, each source from which the personal dataPersonal dataThe term "personal data" 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 shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(13) was collected, and how the each type of personal dataPersonal dataThe term "personal data" 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 shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(13) was inferred and processed; (BB) the legal authorization for collecting and processing the personal dataPersonal dataThe term "personal data" 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 shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(13); and (CC) an explanation of how the data (including personal dataPersonal dataThe term "personal data" 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 shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(13)) used is representative, proportional, and appropriate to the development and intended uses of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4); (III) the potential for the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10) 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.Sec. 2(9) 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(10) 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.Sec. 2(9); (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(10) and recommendations for how the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) 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(10) after offering, licensing, or deploying the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4); and (V) any other information the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) deems pertinent.
(a)(2)(B) 3 FOR DEPLOYERSDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7).— (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 in a commercial context, developing, offering, licensing, or deploying the covered algorithm; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship) 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 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.Sec. 2(11) EVALUATION.—If a deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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(10) is plausible during the preliminary evaluation described in paragraph (1), the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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 in a commercial context, developing, offering, licensing, or deploying the covered algorithm; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship) 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 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.Sec. 2(11) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), including— (I) the manner in which the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) makes or contributes to a consequential actionConsequential actionThe term "consequential action" means an act that is likely to have a material effect on, or to materially contribute to, access to, security and authentication relating to, eligibility for, cost of, terms of, or conditions related to any of the following: (A) Employment, including hiring, pay, independent contracting, worker management, promotion, and termination. (B) Education and vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3) and the purpose for which the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) will be deployed; (II) the necessity and proportionality of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) in relation to its planned use; (III) the inputs that the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) plans to use to produce an output; (IV) the outputs the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) is expected to produce and the outputs the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) actually produces in testing; (V) a description of any additional testing or training completed by the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7); (VI) a description of any consultation with relevant stakeholders; (VII) the potential for the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10) 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.Sec. 2(9); (VIII) alternative practices and recommendations to prevent or mitigate harmHarmThe term "harm", with respect to a consequential action, means a non-de minimis adverse effect on an individual or group of individuals— (A) on the basis of a protected characteristic; (B) that involves the use of force, coercion, harassment, intimidation, or detention; or (C) that involves the infringement of a right protected under the Constitution of the United States.Sec. 2(10); and (IX) any other information the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) deems pertinent.
(b) 4 DEPLOYERDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) ANNUAL IMPACT ASSESSMENT.—After the deployment of a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), a deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) shall conduct a preliminary impact assessment of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10) that resulted from the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10) 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(10), including a description of the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8)'s expected use or the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)'s intended use of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), 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(2); 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(10) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10) during the reporting period, the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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 in a commercial context, developing, offering, licensing, or deploying the covered algorithm; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship) 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 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.Sec. 2(11) 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(10) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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.Sec. 2(9); (C) a description of the types of data input into the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) during the reporting period; (D) whether and to what extent the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) produced the outputs it was expected to produce; (E) a detailed description of how the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3); (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(10); and (G) any other information the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) deems pertinent.
(c) 5 DEVELOPERDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) ANNUAL REVIEW OF ASSESSMENTS.—A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) shall, on an annual basis, review each impact assessment summary submitted by a deployer of its covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) under subsection (b)(3)(B) for the following purposes: (1) To assess how the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) is using the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), including the methodology for assessing such use. (2) To assess the type of data the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) is inputting into the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) to produce an output and the types of outputs the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) is producing. (3) To assess whether the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) is complying with any relevant contractual agreement with the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) and whether any remedial action is necessary. (4) To compare the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4)'s performance in real-world conditions versus pre-deployment testing, including the methodology used to evaluate such performance. (5) To assess whether the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10) 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(10). (6) To assess whether the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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.Sec. 2(9) in the equal enjoyment of goods, services, or other activities or opportunities, and, if so, how and with respect to which 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 or nationality. (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 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(15). (7) To determine whether the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) needs modification. (8) To determine whether any other action is appropriate to ensure that the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) remains safe and effective. (9) To undertake any other assessment or responsive action the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) deems pertinent.
(e) 6 REPORTING AND RETENTION REQUIREMENTS.— (1) REPORTING.—A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) that conducts a full pre-deployment evaluation, full impact assessment, or developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) 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(2); (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, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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(2). (2) RETENTION.—A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) shall retain all evaluations, assessments, and reviews described in this section for a period of not fewer than 5 years. (3) TRADE SECRETS AND PRIVACY.—A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)— (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" 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 shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(13) from public disclosure under this subsection.
Section 102 establishes a tiered evaluation regime for covered algorithms used in consequential actions. Both developers and deployers must conduct a preliminary evaluation of the plausibility of harm before deployment. If harm is not plausible, they record a finding and submit it to the FTC. If harm is plausible, they must engage an independent auditor for a full pre-deployment evaluation covering design, methodology, training data, testing across demographic groups, potential for disparate impact, and mitigation recommendations.
Post-deployment, deployers must conduct annual impact assessments: a preliminary assessment to identify any resulting harm, escalating to a full independent auditor assessment if harm is identified. Developers must annually review deployer assessment summaries. All full evaluations and assessments must be submitted to the FTC within 30 days, published in summary on the entity's website, and retained for at least 5 years. Trade secret redactions are permitted; personal data must be redacted from public disclosures.
(a)(1)–(7) 7 A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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(10) 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 in a commercial context, developing, offering, licensing, or deploying the covered algorithm; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship) 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 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.Sec. 2(11) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), consult stakeholders, including any communities that will be impacted by the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), regarding the development or deployment of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) prior to the deploying, licensing, or offering the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4). (4) With respect to a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4), 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10) 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.Sec. 2(9) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) to individuals affected by the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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(10) from the use of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) to such individuals; and (C) use of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) is not likely to result in deceptive practices. (5) Ensure that any covered algorithm of the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) to engage in false, deceptive, or misleading advertising, marketing, or publicizing of a covered algorithm of the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7).
(c) 9 OFF-LABEL USE.— (1) DEVELOPERSDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8).—It shall be unlawful for a developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) to knowingly offer or license a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3) other than those evaluated in the pre-deployment evaluation described in section 102(a). (2) DEPLOYERSDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7).—It shall be unlawful for a deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) to knowingly use a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3) other than a use evaluated in the pre-deployment evaluation described in section 102(a), unless the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) agrees to assume the responsibilities of a developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) required by this Act.
Section 201 establishes affirmative performance and safety standards for covered algorithms. Developers and deployers must take reasonable measures to prevent and mitigate identified harms, ensure independent auditors have necessary information, consult impacted stakeholders before deployment, and certify that the algorithm is not likely to result in harm, disparate impact, or deceptive practices. Covered algorithms must perform at a reasonable professional standard and consistent with publicly-advertised capabilities, and data used must be relevant and appropriate to the deployment context.
The section also prohibits deceptive marketing of covered algorithms and bars off-label use — developers may not knowingly offer algorithms for unevaluated consequential actions, and deployers may not use algorithms for unevaluated purposes unless they assume full developer responsibilities.
(a) 10 DEVELOPERDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) RESPONSIBILITIES.—A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) shall do the following: (1) Upon the reasonable request of the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7), make available to the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) information necessary to demonstrate the compliance of the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) under section 102(c); and (B) providing information necessary to enable the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) or the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)'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 in a commercial context, developing, offering, licensing, or deploying the covered algorithm; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship) 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 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.Sec. 2(11); 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 in a commercial context, developing, offering, licensing, or deploying the covered algorithm; (ii) at any point during the pre-deployment evaluation or impact assessment, has an employment relationship (including a contractor relationship) 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 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.Sec. 2(11) to conduct an assessment of the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8)'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, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) upon request.
(b) 11 CONTRACTS BETWEEN DEVELOPERSDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) AND DEPLOYERSDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7).— (1) REQUIREMENTS.—A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) may offer or license a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) to a deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) pursuant to a written contract between the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) and deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7), provided that the contract— (A) clearly sets forth the data processing procedures of the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) with respect to any collection, processing, or transfer of data performed on behalf of the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7); (B) clearly sets forth— (i) instructions for collecting, processing, or transferring data by the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) in the context of the use of the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4); (ii) instructions for deploying the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) shall notify the deployer of material changes to its covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4); (C) shall not relieve a developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployer of any requirement or liability imposed on such developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) under this Act; (D) prohibits both the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) and deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) from combining data received from or collected on behalf of the other party with data the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) received from or collected on behalf of another party; and (E) shall not prohibit a developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) shall retain for a period of 10 years a copy of each contract entered into with a deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) to which it provides requested products or services.
Section 202 governs the informational and contractual obligations between developers and deployers. Developers must make compliance-related information available to deployers upon reasonable request, including pre-deployment evaluation reports and annual reviews, and must either permit deployer-conducted assessments or arrange for an independent auditor assessment of the developer's practices. Written contracts between developers and deployers must specify data processing procedures, deployment instructions, data types, processing duration, rights and obligations, material change notification, and a prohibition on cross-party data combination. Contracts may not relieve either party of liability under the Act and may not prohibit reporting violations to enforcement agencies. Developers must retain contracts for 10 years.
(a) 12 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(2) shall promulgate regulations in accordance with section 553 of title 5, United States Code, to identify the circumstances and manner in which a deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) shall provide to an individual a means to opt-out of the use of a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3) 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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3) concerning the individual undertaken by a human without the use of a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4).
(b) 13 INDIVIDUAL AUTONOMY.—A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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) 14 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(2) shall promulgate regulations in accordance with section 553 of title 5, United States Code, to identify the circumstances and manner in which a deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3) resulting from the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)'s use of a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4).
(d) 15 PROHIBITION ON RETALIATION.— (1) IN GENERAL.—A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3)) because the individual exercised any right under this Act or refused to waive any such right.
(e) 16 WHISTLEBLOWER PROTECTION.—A developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) may not, directly or indirectly, discharge, demote, suspend, threaten, harass, or otherwise discriminate or retaliate against an individual for reporting or attempting to report a violation of this Act.
Section 203 establishes individual rights vis-à-vis covered algorithms, to be defined in detail through FTC rulemaking within 2 years. Deployers must provide a right to opt out of the use of a covered algorithm for consequential actions and elect a human alternative (subject to FTC regulations). Deployers must also provide a mechanism to appeal automated consequential actions to a human. Developers and deployers may not condition or impair individual rights through deceptive design, dark patterns, or misleading representations. The section prohibits retaliation against individuals exercising their rights and provides whistleblower protection for employees reporting violations.
(a)–(b) 17 Each developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)'s practices regarding the requirements under this Act. The disclosure required under subsection (a) shall include, at a minimum, the following: (1) The identity and the contact information of— (A) the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) to which the disclosure applies; and (B) any other entity within the same corporate structure as the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) to which personal dataPersonal dataThe term "personal data" 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 shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(13) is transferred by the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7). (2) A link to the website containing the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)'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" 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 shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(13) the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) collects or processes in the development or deployment of a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) and the processing purpose for each such category. (4) Whether the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) transfers personal dataPersonal dataThe term "personal data" 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 shall include derived data and unique persistent identifiers. The term "personal data" does not include de-identified data.Sec. 2(13), and, if so, each third party to which the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7)'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 2024, 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.Sec. 2(9) 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.
(f) 18 SHORT-FORM NOTICE.— (1) IN GENERAL.—A deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) shall provide a short-form notice regarding a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7); (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 vocational training, including assessment, proctoring, promotion of academic integrity, accreditation, certification, admissions, and provision of financial aid and scholarships. (C) Housing and lodging, including rental and short-term housing and lodging, home appraisals, rental subsidies, and publicly supported housing. (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. (F) Credit, banking, and other financial services. (G) Insurance. (H) Actions of the criminal justice system, law enforcement or intelligence operations, immigration 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) Legal services, including court-appointed counsel services and alternative dispute resolution services. (J) Elections, including voting, redistricting, voter eligibility and registration, support or advocacy for a candidate for Federal, State, or local office, distribution of voting information, election security, and election administration. (K) Government benefits and services, as well as identity verification, 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 Federal Trade Commission through rules promulgated pursuant to section 553 of title 5, United States Code.Sec. 2(3); and (E) is not more than 500 words in length. (2) TIMING OF NOTICE.— (A) EXISTING RELATIONSHIP.—If a deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) has a relationship with an individual, the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) shall provide an electronic version of the short-form notice directly to the individual upon the individual's first interaction with the covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4). (B) NO RELATIONSHIP.—If a deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) does not have a relationship with an individual, the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) shall provide the short-form notice in a clear, conspicuous, accessible, and not misleading manner on their website.
(g) 19 REPORTING MECHANISM.—Each developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) to report to the developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) or deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) potential violations of this Act.
Section 301 establishes detailed public transparency obligations. Developers and deployers must publish a comprehensive disclosure covering their identity and contact information, links to evaluation summaries, categories of personal data collected or processed, third-party data transfers, a description of how individuals can exercise their rights, general compliance practices, a mandated disclaimer about the audit, and the effective date. Disclosures must be available in all covered languages and accessible to individuals with disabilities.
Material changes must be notified to affected individuals before implementation, with a 10-year version retention requirement and a public change log. Deployers must also provide a short-form notice of no more than 500 words at the individual's first interaction with the algorithm (or on their website if no prior relationship exists). Each developer and deployer must maintain a publicly accessible violation-reporting mechanism.
(a)–(b) The CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) shall conduct a study, with notice and public comment, on the feasibility of requiring deployersDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) 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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) used by the deployerDeployerThe term "deployer" means any person, other than an individual acting in a non-commercial context, that uses a covered algorithm in or affecting interstate commerce.Sec. 2(7) affects or affected an individual. Not later than 18 months after the date of enactment of this Act, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) 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(2) 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 a mechanism to receive explanations of whether and how a covered algorithm affected them. The study must assess how explanations can be provided accessibly, the feasibility of requiring explanation mechanisms, what information developers must provide deployers, technical capabilities, identity verification, and recommendations for Congress. The FTC must report findings and recommendations to the Senate Commerce Committee and House Energy and Commerce Committee within 18 months of enactment. This section creates no direct compliance obligation on developers or deployers.
(a)–(c) Not later than 90 days after the date of enactment of this Act, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) shall publish, on the internet website of the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2), a web page that describes each provision, right, obligation, and requirement of this Act. 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(2) shall publish on the internet website of the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) a report that describes and summarizes the information contained in any pre-deployment evaluation, impact assessment, and developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) review submitted to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2). Not later than 180 days after the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) publishes the first annual report, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) shall develop a publicly accessible repository to publish each pre-deployment evaluation, impact assessment, and developerDeveloperThe term "developer" means any person, other than an individual acting in a non-commercial context, that designs, codes, customizes, produces, or substantially modifies an algorithm that is intended or reasonably likely to be used as a covered algorithm for such person's own use, or use by a third party, in or affecting interstate commerce.Sec. 2(8) review submitted to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) in accordance with section 102.
Section 303 imposes obligations on the FTC itself rather than on developers or deployers. The FTC must publish a consumer-facing web page describing the Act's provisions, rights, and remedies within 90 days of enactment, updated quarterly. Beginning 2 years after enactment, the FTC must publish annual reports summarizing evaluations and assessments submitted under the Act. The FTC must also establish a publicly accessible, searchable, downloadable repository of all pre-deployment evaluations, impact assessments, and developer reviews, with trade secret and personal data redactions. These are government obligations, not private-sector compliance duties.
(a)–(c) 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(2) Act (15 U.S.C. 57a(a)(1)(B)). The CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) 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(2) Act were incorporated into and made a part of this Act. Notwithstanding section 4, 5(a)(2), or 6 of the Federal Trade CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) Act or any jurisdictional limitation of the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2), the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) shall also enforce this Act with respect to— (1) organizations not organized to carry on business for their own profit or that of their members; (2) common carriers subject to the Communications Act of 1934; (3) a bank, savings and loan institution, or Federal credit union; (4) an air carrier or foreign air carrier; or (5) a person, partnership, or corporation subject to the Packers and Stockyards Act, 1921.
Section 401 establishes FTC enforcement authority. Violations of Titles I, II, or III are treated as violations of an FTC Act unfair or deceptive acts or practices rule. The FTC enforces using its full existing powers, penalties, and jurisdiction, expanded to cover nonprofits, common carriers, banks, air carriers, and entities subject to the Packers and Stockyards Act — overriding the traditional FTC Act jurisdictional carve-outs. This section creates no new private-sector compliance obligation; it is an enforcement mechanism provision.
(a)–(c) 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 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 district court on behalf of state residents for violations of Titles I, II, or III. Available remedies include injunctive relief, civil penalties of $15,000 per violation or 4% of the defendant's average gross annual revenue over the preceding 3 years (whichever is greater), damages, restitution, and attorney's fees. State AGs must notify the FTC before filing (unless infeasible), and the FTC has a right to intervene. This section creates no new private-sector compliance obligation.
(a)–(b) 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. 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. 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 costs, and equitable or declaratory relief. Plaintiffs must notify the FTC and their state attorney general 60 days before filing; both may intervene. Pre-dispute arbitration agreements and joint-action waivers are declared invalid and unenforceable. This section creates no new private-sector compliance obligation.
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.
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 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4); (2) absolve an employer of any obligation to ensure a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) and its effects comply with health and safety laws; (3) allow an employer to deploy a covered algorithmCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) 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.
Section 405 contains savings clauses preserving employers' collective bargaining obligations under the NLRA, health and safety compliance duties, employee rights under federal, state, or local law, and all other duties under existing law. These are rules of construction that create no new 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 OPM to establish a new federal occupational series for algorithm auditing positions within 270 days of enactment. This is a directive to a federal agency, not a private-sector compliance obligation.
Not later than 180 days after the date of enactment of this Act, the Administrator of the United States Digital Service shall— (1) establish a track for algorithm auditing; and (2) hire algorithm audit practitioners.
Section 502 directs the US Digital Service to establish an algorithm auditing track and hire practitioners within 180 days, prioritizing FTC needs. This is a directive to a federal agency, not a private-sector compliance obligation.
There is authorized to be appropriated to the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) and other Federal agencies enumerated in this Act such sums as may be necessary to carry out this Act. Notwithstanding any other provision of law, the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) may hire not more than 500 additional personnel to accomplish the work of the CommissionCommissionThe term "Commission" means the Federal Trade Commission.Sec. 2(2) with respect to unfair or deceptive acts or practices relating to the development or deployment of covered algorithmsCovered algorithmThe term "covered algorithm" means 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; (ii) promotes, recommends, ranks, or otherwise affects the display or delivery of information that is material to the consequential action; (iii) makes a decision; or (iv) facilitates human decision making.Sec. 2(4) in accordance with this Act.
Section 503 authorizes appropriations and permits the FTC to hire up to 500 additional personnel for AI-related enforcement. This is a federal resource provision, not a private-sector compliance obligation.