Federal · Senate Bill · 117th Congress, 1st Session
S1896
S. 1896 — Algorithmic Justice and Online Platform Transparency Act

Status ● Failed Effective N/A Passage Likelihood N/A

WHAT THIS BILL REGULATES · 9 REQUIREMENT TYPES

How Is This Bill Enforced

Enforcement Authority
FTC enforcement as unfair or deceptive act or practice under FTC Act § 18(a)(1)(B). State attorneys general may bring parens patriae civil actions on behalf of residents. Department of Justice may bring civil actions to enforce the discrimination and voting rights provisions. Private right of action available to individuals alleging violations of the public accommodations, equal opportunity, or voting rights provisions (Sec. 6(a), (b), (c)). State AG must notify FTC before filing; FTC may intervene. If FTC institutes action, state AG may not bring parallel action against the same defendant during pendency.
Private Right of Action
may bring parens patriae civil actions on behalf of residents.
Penalties
For private actions under Sec. 8(d): greater of $2,500 or actual damages, plus punitive damages, reasonable attorney's fees and litigation costs, and injunctive or declaratory relief. For DOJ and state AG actions: injunctive relief, declaratory relief, damages, civil penalties, restitution, and any other appropriate relief. FTC enforcement carries penalties and remedies available under the FTC Act.

What This Bill Requires

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.

Statutory Text
Analysis & Obligations
Sec. 1
Short Title

This Act may be cited as the ''Algorithmic Justice and Online PlatformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) Transparency Act''.

Establishes the short title of the Act as the Algorithmic Justice and Online Platform Transparency Act. Creates no compliance obligations.

Sec. 2
Findings

(1)–(10) Congress finds the following: (1) Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) have become integral to individuals' full participation in economic, democratic, and societal processes. (2) Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) employ manipulative dark patterns, collect large amounts of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) from their users, and leverage that personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) for opaque algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) in ways that create vastly different experiences for different types of users. (3) Algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) are often used by online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) without adequate testing and in the absence of critical transparency requirements and other legally enforceable safety and efficacy standards, which has resulted in discrimination in housing, lending, job advertising, and other areas of opportunity. (4) The use of discriminatory algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) causes disproportionate harm to populations that already experience marginalization. (5) Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) constantly engage in content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) decision making, resulting in highly influential outcomes regarding what content is visible and accessible to users. (6) Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9)' content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) practices have disproportionately significant repercussions for members of marginalized communities, who have historically been the target of nefarious online activity, including disinformation campaigns. (7) Users of online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) should have access to understandable information about how online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) moderate content and use algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) to amplify or recommend content. (8) Users of online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) should be able to easily move their data to alternative online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9), and the importance of this right is particularly significant given certain online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9)' use of harmful algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) and engagement in ineffective content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4). (9) In a variety of sectors, algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) also facilitate discriminatory outcomes on online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) that individuals may not personally interact with, but which nonetheless process the personal information of such individuals and have significant, negative consequences. (10) The people of the United States would benefit from the convening of experts from a diverse set of governmental positions to collectively study and report on discriminatory algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) across the United States' economy and society, with particular attention to intersections of harm.

Contains congressional findings on the role of online platforms in democratic and economic life, the use of manipulative dark patterns and opaque algorithmic processes, resulting discrimination in housing, lending, and employment, and the disproportionate impact of content moderation on marginalized communities. These are legislative findings only and impose no compliance obligations.

Sec. 3
Definitions

(1)–(13) In this Act: (1) ALGORITHMIC PROCESSAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1).—The term ''algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1)'' means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9), including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification. (2) BIOMETRIC INFORMATIONBiometric information"Biometric information" means information regarding the physiological or biological characteristics of an individual that may be used, singly or in combination with each other or with other identifying data, to establish the identity of an individual; and includes (i) genetic information; (ii) imagery of the iris, retina, fingerprint, face, hand, palm, vein patterns, and voice recordings, from which an identifier template, such as a faceprint, a minutiae template, or a voiceprint, can be extracted; (iii) keystroke patterns or rhythms, gait patterns or rhythms, and sleep, health, or exercise data that contain identifying information; and (iv) any mathematical code, profile, or algorithmic model derived from information regarding the physiological or biological characteristics of an individual.Sec. 3(2).—[full definition] (3) COMMISSIONCommission"Commission" means the Federal Trade Commission.Sec. 3(3).—The term ''CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3)'' means the Federal Trade CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3). (4) CONTENT MODERATIONContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4).—[full definition] (5) DE-IDENTIFIEDDe-identified"De-identified", with respect to personal information, means information that has been altered, anonymized, or aggregated so that it cannot reasonably identify, relate to, describe, or be capable of being associated with or linked to, directly or indirectly, a particular individual or device.Sec. 3(5).—[full definition] (6) DEMOGRAPHIC INFORMATIONDemographic information"Demographic information" means information regarding an individual's or class of individuals' race, color, ethnicity, sex, religion, national origin, age, gender, gender identity, sexual orientation, disability status, familial status, immigration status, educational attainment, income, source of income, occupation, employment status, biometric information, criminal record, credit rating, or any categorization used by the online platform derived from such information.Sec. 3(6).—[full definition] (7) GROUPGroup"Group" means a page or other subdivision of an online platform that functions as a forum for users to post or otherwise distribute content to, or communicate with, other users of such page or other subdivision.Sec. 3(7).—[full definition] (8) NON-PRECISE GEOLOCATION INFORMATIONNon-precise geolocation information"Non-precise geolocation information" means information regarding a country, state, county, city, or ZIP code.Sec. 3(8).—[full definition] (9) ONLINE PLATFORMOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9).—[full definition] (10) PERSONAL INFORMATIONPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10).—[full definition] (11) PLACE OF PUBLIC ACCOMMODATIONPlace of public accommodation"Place of public accommodation" means (A) any entity considered a place of public accommodation under section 201(b) of the Civil Rights Act of 1964 (42 U.S.C. 2000a(b)) or section 301 of the Americans with Disabilities Act of 1990 (42 U.S.C. 12181); or (B) any commercial entity that offers goods or services through the internet to the general public.Sec. 3(11).—[full definition] (12) SMALL BUSINESSSmall business"Small business" means a commercial entity that establishes, with respect to the 3 preceding calendar years (or since the inception of such entity if such period is less than 3 calendar years), that the entity (i) maintains an average annual gross revenue of less than $25,000,000; (ii) on average, annually processes the personal information of less than 100,000 individuals, households, or devices used by individuals or households; (iii) on average, derives 50 percent or less of its annual revenue from transferring the personal information of individuals; and (iv) has less than 50 workers at any time during such period. For purposes of this definition, the amounts at issue shall include the activity of any person that controls, is controlled by, is under common control with, or shares common branding with such commercial entity.Sec. 3(12).—[full definition] (13) USER GENERATED CONTENTUser generated content"User generated content" means any content, including text, images, videos, reviews, profiles, games, or audio content, that is made or created (including through a form, template, or other process provided by the online platform) and posted on an online platform by a user of the online platform.Sec. 3(13).—[full definition]

Defines the key terms used throughout the Act, including algorithmic process, online platform, personal information, demographic information, content moderation, small business, and place of public accommodation. The online platform definition is notable for its breadth — covering any public-facing commercial website or application that hosts user-generated content. The small business exclusion applies only to certain provisions and requires meeting all four prongs of a size test.

Sec. 4(a)
Notice and Review of Algorithmic Process
Deployer

(1)(A)–(C) 1 REQUIRED NOTICE.— (A) IN GENERAL.—With respect to each type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) utilized by an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9), such online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) shall disclose the following information to users of the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) in conspicuous, accessible, and plain language that is not misleading: (i) The categories of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) collects or creates for purposes of the type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1). (ii) The manner in which the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) collects or creates such personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10). (iii) How the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) uses such personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in the type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1). (iv) The method by which the type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) prioritizes, assigns weight to, or ranks different categories of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) to withhold, amplify, recommend, or promote content (including a groupGroup"Group" means a page or other subdivision of an online platform that functions as a forum for users to post or otherwise distribute content to, or communicate with, other users of such page or other subdivision.Sec. 3(7)) to a user. (B) LANGUAGE OF REQUIRED NOTICE.—Such online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) shall make available the notice described in subparagraph (A) in each language in which the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) provides services. (C) RULEMAKING.—The CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) shall conduct a rulemaking to identify each type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) for which an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) is required to disclose the information described in subparagraph (A).

(2)(A)–(B) 2 REVIEW OF ALGORITHMIC PROCESSAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1).— (A) RECORD OF ALGORITHMIC PROCESSAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1).—Subject to subparagraph (B), such online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) shall, for 5 years, retain a record that describes— (i) the categories of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) used by the type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1); (ii) the method by which the type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) weighs or ranks certain categories of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10); (iii) the method by which the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) develops its type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1), including— (I) a description of any personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) or other data used in such development; (II) an explanation of any personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) or other data used to train the type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) on an ongoing basis; and (III) a description of how the type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) was tested for accuracy, fairness, bias, and discrimination; and (iv) if the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) (except for a small businessSmall business"Small business" means a commercial entity that establishes, with respect to the 3 preceding calendar years (or since the inception of such entity if such period is less than 3 calendar years), that the entity (i) maintains an average annual gross revenue of less than $25,000,000; (ii) on average, annually processes the personal information of less than 100,000 individuals, households, or devices used by individuals or households; (iii) on average, derives 50 percent or less of its annual revenue from transferring the personal information of individuals; and (iv) has less than 50 workers at any time during such period. For purposes of this definition, the amounts at issue shall include the activity of any person that controls, is controlled by, is under common control with, or shares common branding with such commercial entity.Sec. 3(12)) utilizes an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) that relates to opportunities for housing, education, employment, insurance, credit, or the access to or terms of use of any place of public accommodationsPlace of public accommodation"Place of public accommodation" means (A) any entity considered a place of public accommodation under section 201(b) of the Civil Rights Act of 1964 (42 U.S.C. 2000a(b)) or section 301 of the Americans with Disabilities Act of 1990 (42 U.S.C. 12181); or (B) any commercial entity that offers goods or services through the internet to the general public.Sec. 3(11), an assessment of whether the type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) produces disparate outcomes on the basis of an individual's or class of individuals' actual or perceived race, color, ethnicity, sex, religion, national origin, gender, gender identity, sexual orientation, familial status, biometric informationBiometric information"Biometric information" means information regarding the physiological or biological characteristics of an individual that may be used, singly or in combination with each other or with other identifying data, to establish the identity of an individual; and includes (i) genetic information; (ii) imagery of the iris, retina, fingerprint, face, hand, palm, vein patterns, and voice recordings, from which an identifier template, such as a faceprint, a minutiae template, or a voiceprint, can be extracted; (iii) keystroke patterns or rhythms, gait patterns or rhythms, and sleep, health, or exercise data that contain identifying information; and (iv) any mathematical code, profile, or algorithmic model derived from information regarding the physiological or biological characteristics of an individual.Sec. 3(2), or disability status. (B) ADDITIONAL REQUIREMENTS.— (i) REQUIREMENT TO DE-IDENTIFY PERSONAL INFORMATIONPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10).—The record described in subparagraph (A) shall not include any personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) other than de-identifiedDe-identified"De-identified", with respect to personal information, means information that has been altered, anonymized, or aggregated so that it cannot reasonably identify, relate to, describe, or be capable of being associated with or linked to, directly or indirectly, a particular individual or device.Sec. 3(5) personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10). (ii) EXTENSION OF RECORD RETENTION.—An online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) shall retain the record described in subparagraph (A) for up to an additional 3 years if the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) determines that the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) poses a reasonable risk of engaging in repeated violations of this Act or of unlawful discrimination as a result of its use of an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1).

(2)(C) 3 REVIEW OF RECORD.—Upon the request of the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3), an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) shall make available to the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) the complete record described in subparagraph (A).

Imposes the bill's core algorithmic transparency obligations on online platforms. Within one year of enactment, platforms using algorithmic processes to withhold, amplify, recommend, or promote content must make multi-part disclosures to users covering data categories collected, collection methods, data usage in the process, and ranking methodology. Disclosures must be conspicuous, accessible, and in plain language in every language the platform supports. Platforms must also retain detailed records of each algorithmic process for five years, including training data, development methods, and testing for accuracy, fairness, bias, and discrimination. Non-small-business platforms using algorithmic processes in housing, education, employment, insurance, credit, or public accommodations must additionally assess whether the process produces disparate outcomes on protected characteristics. Records must be de-identified and produced to the FTC on request.

Compliance actions 3 items
1
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must disclose to users, in conspicuous, accessible, and plain language for each type of algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1): (1) the categories of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) collected or created, (2) how the information is collected, (3) how it is used in the algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1), and (4) the method by which the process prioritizes, weights, or ranks data categories to determine content delivery. Disclosures must be available in every language the platform supports.
D-01.1
2
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must retain for 5 years (extendable to 8 by FTC determination) a de-identifiedDe-identified"De-identified", with respect to personal information, means information that has been altered, anonymized, or aggregated so that it cannot reasonably identify, relate to, describe, or be capable of being associated with or linked to, directly or indirectly, a particular individual or device.Sec. 3(5) record of each algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) describing: data categories used, ranking methodology, development method including training data and ongoing training, testing methodology for accuracy, fairness, bias, and discrimination, and — for non-small-business platforms using algorithms in housing, education, employment, insurance, credit, or public accommodations — an assessment of whether the process produces disparate outcomes across protected characteristics.
G-01.3
3
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must make the complete algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) record available to the FTC upon request.
R-02.2
Sec. 4(b)
Notice of Content Moderation Practices
Deployer

(1)(A)–(B) 4 NOTICE.— (A) IN GENERAL.—Beginning 1 year after the date of enactment of this Act, any online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) shall disclose to users of the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) in conspicuous, accessible, and plain language that is not misleading a complete description of the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9)'s content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) practices, including a description of any type of automated content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) practices and content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) practices that employ human labor. (B) LANGUAGE OF REQUIRED NOTICE.—Such online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) shall make available the notice described in subparagraph (A) in each language in which the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) provides services.

(2)(A)–(B) 5 CONTENT MODERATIONContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) TRANSPARENCY REPORTS.— (A) IN GENERAL.—Beginning 180 days after the date of enactment of this Act, any online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) (except for a small businessSmall business"Small business" means a commercial entity that establishes, with respect to the 3 preceding calendar years (or since the inception of such entity if such period is less than 3 calendar years), that the entity (i) maintains an average annual gross revenue of less than $25,000,000; (ii) on average, annually processes the personal information of less than 100,000 individuals, households, or devices used by individuals or households; (iii) on average, derives 50 percent or less of its annual revenue from transferring the personal information of individuals; and (iv) has less than 50 workers at any time during such period. For purposes of this definition, the amounts at issue shall include the activity of any person that controls, is controlled by, is under common control with, or shares common branding with such commercial entity.Sec. 3(12)) that engages in content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) shall publish, not less than annually, a transparency report of their content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) practices. (B) REQUIREMENTS.— (i) IN GENERAL.—The transparency report required under subparagraph (A) shall include, if applicable: (I) The total number of content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) decisions for the applicable period. (II) The number of content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) decisions for the applicable period broken down by: (aa) Relevant policy, type, or category of content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) undertaken by the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9). (bb) Whether the content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) decision occurred in response to information regarding organized campaigns or other coordinated behavior. (cc) Aggregate demographic information of users who created the user generated contentUser generated content"User generated content" means any content, including text, images, videos, reviews, profiles, games, or audio content, that is made or created (including through a form, template, or other process provided by the online platform) and posted on an online platform by a user of the online platform.Sec. 3(13) subjected to content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4). (dd) Aggregate demographic information of users targeted by an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) involving content subjected to content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4). (ee) Whether the content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) occurred through automated practices, human labor by the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9), labor by any individual that does not work as a paid employee of the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9), or any combination thereof. (ff) In the case of content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) that occurred through human labor by any individual that does not work for the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9), the nature of such individual's relationship to the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) (such as a user, moderator, State actor, or representative of an external partner organization). (gg) The number and percentage of content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) decisions subject to appeal or other form of secondary review. (hh) The number and percentage of content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) decisions reversed on appeal or other form of secondary review. (ii) The number of content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) decisions occurring in response to a government demand or request. (jj) The number of government demands or requests for content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) broken down by Federal agency, State, municipality, or foreign nation. (kk) The types of content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) decisions made. (ll) Other information that the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3), by regulation, deems appropriate. (III) The ability to cross-reference each of the different types of information disclosed pursuant to subclause (II). (ii) ACCESSIBILITY OF REPORT.—The transparency report required under subparagraph (A) shall be— (I) publicly available to any individual without such individual being required to create a user account; (II) conspicuous; (III) accessible; (IV) not misleading; and (V) available in each language in which the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) provides services. (iii) ACCESSIBILITY OF REPORT DATA.—The online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) shall— (I) provide any data in the transparency report required under subparagraph (A) in a machine-readable format; and (II) allow anyone to freely copy and use such data.

(3) RULE OF CONSTRUCTION.—Nothing in this subsection shall require an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) to collect personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) that the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) would not otherwise collect.

Requires all online platforms to disclose their content moderation practices to users in conspicuous, accessible, and plain language, including descriptions of both automated and human content moderation. Non-small-business platforms must additionally publish annual transparency reports with extensive breakdowns of content moderation decisions — by policy category, coordinated behavior response, aggregate demographics of affected users, moderation method (automated, in-house human, external), appeal rates, reversal rates, government demands, and types of decisions. Reports must be publicly accessible without requiring account creation, available in all service languages, and provided in machine-readable format with open data reuse rights.

Compliance actions 2 items
4
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must disclose to users a complete description of their content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) practices — including automated and human moderation methods — in conspicuous, accessible, plain, non-misleading language in every language the platform supports.
G-02.4
5
Non-small-business online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) that engage in content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) must publish at least annually a public transparency report including total content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4) decisions, breakdowns by policy category, coordinated-behavior response, aggregate demographics, moderation method, appeal and reversal rates, government demands, and decision types. Reports must be publicly accessible without account creation, in machine-readable format, freely copyable, and available in all service languages.
R-03.1
Sec. 4(c)
Advertisement Library
Deployer

(c)(1)–(6) 6 ADVERTISEMENT LIBRARY.—Beginning 180 days after the date of enactment of this Act, any online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) (except for a small businessSmall business"Small business" means a commercial entity that establishes, with respect to the 3 preceding calendar years (or since the inception of such entity if such period is less than 3 calendar years), that the entity (i) maintains an average annual gross revenue of less than $25,000,000; (ii) on average, annually processes the personal information of less than 100,000 individuals, households, or devices used by individuals or households; (iii) on average, derives 50 percent or less of its annual revenue from transferring the personal information of individuals; and (iv) has less than 50 workers at any time during such period. For purposes of this definition, the amounts at issue shall include the activity of any person that controls, is controlled by, is under common control with, or shares common branding with such commercial entity.Sec. 3(12)) that uses personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in combination with an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) to sell or publish an advertisement shall take all reasonable steps to maintain a library of such advertisements. The library shall— (1) be— (A) publicly available to any individual without such individual being required to create a user account; (B) conspicuous; (C) accessible; (D) not misleading; and (E) available in each language in which the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) provides services; (2) present information in both human- and machine-readable formats; (3) allow any individual to freely copy and use the information contained in the library; (4) at a minimum, be searchable by date, location, topic, cost, advertiser, keyword, information disclosed pursuant to paragraph (6), or any other criteria that the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3), by regulation, deems appropriate; (5) contain copies of all advertisements sold or published by the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) for 2 years following the sale or publishing of each advertisement; and (6) for each advertisement entry, include— (A) the content of the advertisement; (B) all targeting criteria selected by the advertiser, including demographic informationDemographic information"Demographic information" means information regarding an individual's or class of individuals' race, color, ethnicity, sex, religion, national origin, age, gender, gender identity, sexual orientation, disability status, familial status, immigration status, educational attainment, income, source of income, occupation, employment status, biometric information, criminal record, credit rating, or any categorization used by the online platform derived from such information.Sec. 3(6) and non-precise geolocation informationNon-precise geolocation information"Non-precise geolocation information" means information regarding a country, state, county, city, or ZIP code.Sec. 3(8) (except in the event that including a specific criterion would disclose personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10)); (C) any data the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) provided to the advertiser regarding to whom it sold or published the advertisement, including demographic informationDemographic information"Demographic information" means information regarding an individual's or class of individuals' race, color, ethnicity, sex, religion, national origin, age, gender, gender identity, sexual orientation, disability status, familial status, immigration status, educational attainment, income, source of income, occupation, employment status, biometric information, criminal record, credit rating, or any categorization used by the online platform derived from such information.Sec. 3(6) and non-precise geolocation informationNon-precise geolocation information"Non-precise geolocation information" means information regarding a country, state, county, city, or ZIP code.Sec. 3(8) (except in the event that including specific data would disclose personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10)); and (D) the name of the advertiser, the cost of the advertisement, the dates the advertisement was displayed on the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9), and any other information that the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3), by regulation, deems appropriate.

Requires non-small-business online platforms that use personal information in combination with algorithmic processes to sell or publish advertisements to maintain a publicly available, searchable advertisement library. The library must retain copies of all advertisements for two years, include targeting criteria, audience delivery data, advertiser identity, cost, and dates, and be available in machine-readable format with open reuse rights. This is a targeted advertising transparency obligation without a close parallel in the existing taxonomy.

Compliance actions 1 item
6
Non-small-business online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) that use personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) with algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) to sell or publish advertisements must maintain a public advertisement library containing copies of all ads for two years, including ad content, all targeting criteria, audience delivery data, advertiser name, cost, and display dates. The library must be publicly searchable, accessible without account creation, available in all service languages, in machine-readable format, and freely reusable.
Sec. 4(d)
Certification
Deployer

(d)(1)–(3) 7 CERTIFICATION.—Not later than 30 days after making any disclosure required by subsection (a)(1), (b), or (c), and annually thereafter, an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) shall certify the accuracy and completeness of such disclosure. Such certification shall— (1) be signed, under oath, by the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9)'s chief executive officer, chief privacy officer, chief operating officer, chief information security officer, or another senior officer of equivalent stature; (2) attest that the officer described in paragraph (1) has personal knowledge sufficient to make such certification; and (3) in addition to any annual certification, be issued with any material change (which shall not include routine additions to or maintenance of entries in the advertising library pursuant to subsection (c)).

Requires online platforms to certify the accuracy and completeness of their disclosures under the algorithmic process notice, content moderation, and advertisement library provisions. Certification must be signed under oath by a senior executive, attesting to personal knowledge sufficient to make the certification, and reissued annually and with any material change.

Compliance actions 1 item
7
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must certify under oath — through a senior executive (CEO, CPO, COO, CISO, or equivalent) — the accuracy and completeness of all algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1), content moderationContent moderation"Content moderation" means (A) the intentional deletion, labeling, or editing of user generated content or a process of purposefully decreasing access to such content through the human labor of any individual that is financially compensated by an online platform, an automated process, or some combination thereof, pursuant to the online platform's terms of service or stated community standards; and (B) such other practices as the Commission may identify under regulations promulgated under section 553 of title 5, United States Code.Sec. 3(4), and advertisement library disclosures within 30 days of making each disclosure, annually thereafter, and upon any material change.
G-01.6
Sec. 5
Right to Data Portability
Deployer

8 In promulgating regulations under this Act, the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) shall require an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9), if the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) retains the personal information of a user, to provide to the user access to the personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) retained in the form of a portable electronic table that— (1) is in a usable and searchable format; and (2) allows the user to transfer such personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) from one online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) to another without hindrance.

Directs the FTC to promulgate regulations requiring online platforms that retain user personal information to provide users access to that data in a portable, searchable electronic format that allows transfer between platforms without hindrance. This is a data portability obligation implemented through FTC rulemaking rather than a self-executing statutory mandate.

Compliance actions 1 item
8
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) that retain user personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) must, under FTC regulations, provide users access to their data in a usable, searchable, portable electronic format that allows transfer to another platform without hindrance.
D-01
Sec. 6(a)
Prohibited Conduct — Public Accommodations
Deployer

(a) 9 PUBLIC ACCOMMODATIONS.—It shall be unlawful for an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) to employ any proprietary online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) design features, including an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1), or otherwise process the personal information of an individual in a manner that segregates, discriminates in, or otherwise makes unavailable the goods, services, facilities, privileges, advantages, or accommodations of any place of public accommodationPlace of public accommodation"Place of public accommodation" means (A) any entity considered a place of public accommodation under section 201(b) of the Civil Rights Act of 1964 (42 U.S.C. 2000a(b)) or section 301 of the Americans with Disabilities Act of 1990 (42 U.S.C. 12181); or (B) any commercial entity that offers goods or services through the internet to the general public.Sec. 3(11) on the basis of an individual's or class of individuals' actual or perceived race, color, ethnicity, religion, national origin, sex, gender, gender identity, sexual orientation, familial status, biometric informationBiometric information"Biometric information" means information regarding the physiological or biological characteristics of an individual that may be used, singly or in combination with each other or with other identifying data, to establish the identity of an individual; and includes (i) genetic information; (ii) imagery of the iris, retina, fingerprint, face, hand, palm, vein patterns, and voice recordings, from which an identifier template, such as a faceprint, a minutiae template, or a voiceprint, can be extracted; (iii) keystroke patterns or rhythms, gait patterns or rhythms, and sleep, health, or exercise data that contain identifying information; and (iv) any mathematical code, profile, or algorithmic model derived from information regarding the physiological or biological characteristics of an individual.Sec. 3(2), or disability status.

Prohibits online platforms from using algorithmic processes or otherwise processing personal information in a manner that segregates, discriminates in, or makes unavailable the goods, services, facilities, privileges, advantages, or accommodations of any place of public accommodation on the basis of actual or perceived protected characteristics including race, color, ethnicity, religion, national origin, sex, gender, gender identity, sexual orientation, familial status, biometric information, or disability status.

Compliance actions 1 item
9
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must not employ algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) or process personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in a manner that segregates, discriminates in, or makes unavailable any goods, services, or accommodations of a place of public accommodationPlace of public accommodation"Place of public accommodation" means (A) any entity considered a place of public accommodation under section 201(b) of the Civil Rights Act of 1964 (42 U.S.C. 2000a(b)) or section 301 of the Americans with Disabilities Act of 1990 (42 U.S.C. 12181); or (B) any commercial entity that offers goods or services through the internet to the general public.Sec. 3(11) on the basis of protected characteristics including race, color, ethnicity, religion, national origin, sex, gender, gender identity, sexual orientation, familial status, biometric informationBiometric information"Biometric information" means information regarding the physiological or biological characteristics of an individual that may be used, singly or in combination with each other or with other identifying data, to establish the identity of an individual; and includes (i) genetic information; (ii) imagery of the iris, retina, fingerprint, face, hand, palm, vein patterns, and voice recordings, from which an identifier template, such as a faceprint, a minutiae template, or a voiceprint, can be extracted; (iii) keystroke patterns or rhythms, gait patterns or rhythms, and sleep, health, or exercise data that contain identifying information; and (iv) any mathematical code, profile, or algorithmic model derived from information regarding the physiological or biological characteristics of an individual.Sec. 3(2), or disability status.
H-02
Sec. 6(b)
Prohibited Conduct — Equal Opportunity
Deployer

(b) 10 EQUAL OPPORTUNITY.—It shall be unlawful for an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) to employ any proprietary online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) design features, including an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1), or otherwise process the personal information of an individual for the purpose of advertising, marketing, soliciting, offering, selling, leasing, licensing, renting, or otherwise commercially contracting for housing, employment, credit, insurance, healthcare, or education opportunities in a manner that discriminates against or otherwise makes the opportunity unavailable on the basis of an individual's or class of individuals' actual or perceived race, color, ethnicity, religion, national origin, sex, gender, gender identity, sexual orientation, familial status, biometric informationBiometric information"Biometric information" means information regarding the physiological or biological characteristics of an individual that may be used, singly or in combination with each other or with other identifying data, to establish the identity of an individual; and includes (i) genetic information; (ii) imagery of the iris, retina, fingerprint, face, hand, palm, vein patterns, and voice recordings, from which an identifier template, such as a faceprint, a minutiae template, or a voiceprint, can be extracted; (iii) keystroke patterns or rhythms, gait patterns or rhythms, and sleep, health, or exercise data that contain identifying information; and (iv) any mathematical code, profile, or algorithmic model derived from information regarding the physiological or biological characteristics of an individual.Sec. 3(2), or disability status.

Prohibits online platforms from using algorithmic processes or processing personal information for the purpose of advertising, marketing, soliciting, offering, selling, leasing, licensing, renting, or commercially contracting for housing, employment, credit, insurance, healthcare, or education opportunities in a manner that discriminates on the basis of protected characteristics. This is the bill's core equal-opportunity-in-advertising provision.

Compliance actions 1 item
10
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must not use algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) or process personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) to advertise, market, offer, or contract for housing, employment, credit, insurance, healthcare, or education opportunities in a manner that discriminates against or makes opportunities unavailable on the basis of protected characteristics.
H-02
Sec. 6(c)
Prohibited Conduct — Voting Rights
Deployer

(c)(1)–(2) 11 VOTING RIGHTS.—It shall be unlawful for an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) to process personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in a manner that intentionally deprives, defrauds, or attempts to deprive or defraud any individual of their free and fair exercise of the right to vote in a Federal, State, or local election. Such manner includes: (1) Intentional deception regarding— (A) the time, place, or method of voting or registering to vote; (B) the eligibility requirements to vote or register to vote; (C) the counting of ballots; (D) the adjudication of elections; (E) explicit endorsements by any person or candidate; or (F) any other material information pertaining to the procedures or requirements for voting or registering to vote in a Federal, State, or local election; or (2) Intentionally using deception, threats, intimidation, fraud, or coercion to prevent, interfere with, retaliate against, deter, or attempt to prevent, interfere with, retaliate against, or deter an individual from— (A) voting or registering to vote in a Federal, State, or local election; or (B) supporting or advocating for a candidate in a Federal, State, or local election.

Prohibits online platforms from processing personal information in a manner that intentionally deprives or defrauds any individual of their right to vote in a federal, state, or local election. Covers intentional deception about voting procedures, eligibility, ballot counting, endorsements, and other material voting information, as well as intentional use of deception, threats, intimidation, fraud, or coercion to prevent or retaliate against voting or political advocacy.

Compliance actions 1 item
11
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must not process personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in a manner that intentionally deprives or defrauds individuals of their right to vote, including through intentional deception about voting procedures, eligibility, or ballot counting, or through threats, intimidation, fraud, or coercion to prevent voting or political advocacy.
CP-01
Sec. 6(d)
Discriminatory Advertising — FTC Rulemaking

(d)(1)–(3) 12 DISCRIMINATORY ADVERTISING.— (1) IN GENERAL.—Not later than 2 years after the date of enactment of this Act, the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) shall promulgate regulations to define and prohibit unfair or deceptive acts or practices with respect to advertising practices. (2) PERIODIC REVIEW OF REGULATIONS.—The CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) shall review such regulations not less than once every 5 years and update the regulations as appropriate. (3) CONSIDERATIONS.—In promulgating regulations under this subsection, the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) shall consider: (A) Established public policy, such as civil rights laws, to prevent discrimination and promote equal opportunity. (B) The state of the art of advertising. (C) Research of and methodologies for measuring discrimination in advertising. (D) The role of each actor in the advertising ecosystem. (E) Any harm caused by predatory or manipulative advertising practices, including practices targeting vulnerable populations. (F) Whether, and at what age, a minor is able to distinguish between editorial content and paid advertisements. (G) Methods for fairly promoting equal opportunity in housing, employment, credit, insurance, education, and healthcare through targeted outreach to underrepresented populations in a fair and non-deceptive manner. (H) The needs of small businessesSmall business"Small business" means a commercial entity that establishes, with respect to the 3 preceding calendar years (or since the inception of such entity if such period is less than 3 calendar years), that the entity (i) maintains an average annual gross revenue of less than $25,000,000; (ii) on average, annually processes the personal information of less than 100,000 individuals, households, or devices used by individuals or households; (iii) on average, derives 50 percent or less of its annual revenue from transferring the personal information of individuals; and (iv) has less than 50 workers at any time during such period. For purposes of this definition, the amounts at issue shall include the activity of any person that controls, is controlled by, is under common control with, or shares common branding with such commercial entity.Sec. 3(12). (I) Any other criteria the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) deems appropriate.

Directs the FTC to promulgate regulations within two years defining and prohibiting unfair or deceptive acts or practices in advertising, with review at least every five years. The FTC must consider civil rights law, advertising state of the art, discrimination measurement methods, advertising ecosystem actor roles, harms from predatory or manipulative advertising, minors' ability to distinguish ads from content, methods for promoting equal opportunity through targeted outreach, small business needs, and other criteria. This is a rulemaking directive rather than a self-executing obligation on platforms.

Sec. 6(e)
Safety and Effectiveness of Algorithmic Processes
Deployer

(e)(1)–(3) 13 SAFETY AND EFFECTIVENESS OF ALGORITHMIC PROCESSESAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1).— (1) IN GENERAL.—It shall be unlawful for an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) to employ an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) in a manner that is not safe and effective. (2) SAFE.—For purposes of paragraph (1), an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) is safe— (A) if the algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) does not produce any disparate outcome as described in the assessment conducted under section 4(a)(2)(A)(iv); or (B) if the algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) does produce a disparate outcome as described in the assessment conducted under section 4(a)(2)(A)(iv), any such disparate outcome is justified by a non-discriminatory, compelling interest, and such interest cannot be satisfied by less discriminatory means. (3) EFFECTIVE.—For purposes of paragraph (1), an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) is effective if the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) employing or otherwise utilizing the algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) has taken reasonable steps to ensure that the algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) has the ability to produce its desired or intended result.

Prohibits online platforms from employing algorithmic processes in a manner that is not safe and effective. An algorithmic process is safe if it either produces no disparate outcome in the Sec. 4(a)(2)(A)(iv) assessment, or any disparate outcome is justified by a non-discriminatory compelling interest that cannot be satisfied by less discriminatory means. A process is effective if the platform has taken reasonable steps to ensure the process can produce its desired or intended result. This provision creates a substantive standard that links back to the disparate-outcome assessment obligation.

Compliance actions 1 item
13
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must not employ algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) that are not safe and effective. An algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) is safe if it produces no disparate outcome or any disparate outcome is justified by a non-discriminatory compelling interest not achievable by less discriminatory means. A process is effective if the platform has taken reasonable steps to ensure it can produce its intended result.
S-01.7
Sec. 6(f)
Discrimination by Users of Online Platforms

(f)(1)–(3) 14 DISCRIMINATION BY USERS OF ONLINE PLATFORMSOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9).—It shall be unlawful for a user of an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) to utilize an algorithmic processAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) on an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) in a manner that— (1) withholds, denies, deprives, or attempts to withhold, deny, or deprive any individual of a right or privilege under title II of the Civil Rights Act of 1964 (42 U.S.C. 2000a et. seq.); (2) intimidates, threatens, coerces, or attempts to intimidate, threaten, or coerce any individual with the purpose of interfering with a right or privilege under title II of such Act; or (3) punishes or attempts to punish any individual for exercising or attempting to exercise a right or privilege under title II of such Act.

Extends liability to users (not just platforms) who utilize algorithmic processes on an online platform to withhold, deny, or deprive individuals of rights under Title II of the Civil Rights Act of 1964, to intimidate or threaten individuals to interfere with those rights, or to punish individuals for exercising those rights.

Compliance actions 1 item
14
Users of online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must not utilize algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) to withhold, deny, or deprive individuals of civil rights under Title II of the Civil Rights Act, or to intimidate or punish individuals for exercising those rights.
Sec. 6(g)–(i)
Exceptions, Advisory Opinions, and Preservation of Rights
Deployer

(g) EXCEPTIONS.—Nothing in this section shall limit an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) from processing personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) for the purpose of — (1) good faith internal testing to prevent unlawful discrimination, identify disparate outcomes or treatment, or otherwise determine the extent or effectiveness of the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9)'s compliance with this Act; or (2) advertising, marketing, or soliciting economic opportunities (which shall not be of lower quality or contain less desirable terms than similar opportunities the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) advertises, markets, or solicits to the general population) to underrepresented populations in a fair and non-deceptive manner.

(h) FTC ADVISORY OPINIONS.—An online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) may request guidance from the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) with respect to the online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9)'s potential compliance with this Act, in accordance with the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3)'s rules of practice on advisory opinions.

(i)(1)–(2) 15 PRESERVATION OF RIGHTS AND WHISTLEBLOWER PROTECTIONS; RULES OF CONSTRUCTION.— (1) NO CONDITIONAL SERVICE.—An online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) may not condition or degrade the provision of a service or product to an individual based on the individual's waiver of any right guaranteed in this section. (2) NO ARBITRATION AGREEMENT OR WAIVER.—No pre-dispute arbitration agreement or pre-dispute joint action waiver of any right guaranteed in this section shall be valid or enforceable with respect to a dispute arising under this Act. Any determination as to the scope or manner of applicability of this section shall be made by a court, rather than an arbitrator, without regard to whether such agreement purports to delegate such determination to an arbitrator.

(i)(3) 16 WHISTLEBLOWER PROTECTION.—An online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) may not, directly or indirectly, discharge, demote, suspend, threaten, harass, or in any other manner discriminate against an individual for reporting or attempting to report a violation of this section.

(i)(4) RULE OF CONSTRUCTION.—Nothing in this section shall be construed to affect the application of section 230 of the Communications Act of 1934 (commonly known as ''section 230 of the Communications Decency Act of 1996'') (47 U.S.C. 230) to an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) or otherwise impose on an online platformOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) legal liability for user generated contentUser generated content"User generated content" means any content, including text, images, videos, reviews, profiles, games, or audio content, that is made or created (including through a form, template, or other process provided by the online platform) and posted on an online platform by a user of the online platform.Sec. 3(13).

Provides safe harbors, procedural protections, and rules of construction. Platforms may process personal information for good-faith internal compliance testing and for affirmative marketing to underrepresented populations. Platforms may request FTC advisory opinions. The bill prohibits conditioning service on rights waivers, voids pre-dispute arbitration agreements for claims under the bill's discrimination provisions, prohibits retaliation against whistleblowers reporting violations, and preserves Section 230 of the Communications Decency Act.

Compliance actions 1 item
16
Online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) must not discharge, demote, suspend, threaten, harass, or otherwise discriminate against any individual for reporting or attempting to report a violation of the prohibited conduct provisions.
G-03.3
Sec. 7
Interagency Task Force on Algorithmic Processes

(a)–(d) ESTABLISHMENT.—The CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) shall establish an interagency task force on algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1) on online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) (referred to in this section as the ''Task Force'') for the purpose of examining the discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) by online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) in algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1). (b) MEMBERSHIP.— (1) IN GENERAL.—The Task Force established under this section shall include representatives from— (A) the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3); (B) the Department of Education; (C) the Department of Justice; (D) the Department of Labor; (E) the Department of Housing and Urban Development; (F) the Department of Commerce; (G) the Department of Health and Human Services; (H) the Department of Veterans Affairs; (I) the Equal Employment Opportunity CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3); (J) the Consumer Financial Protection Bureau; (K) the Federal Communications CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3); (L) the Federal Elections CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3); and (M) the White House Office of Science and Technology Policy. (2) CHAIR.—The Task Force shall be co-chaired by 1 representative of the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) and 1 representative of the Department of Justice. (3) STAFF.—The Task Force shall hire such other personnel, including individuals with expertise in the intersection of civil rights and technology, as may be appropriate to enable the Task Force to perform its duties. (c) STUDY AND REPORT.— (1) STUDY.—The Task Force shall conduct a study on the discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) by online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) in algorithmic processesAlgorithmic process"Algorithmic process" means a computational process, including one derived from machine learning or other artificial intelligence techniques, that processes personal information or other data for the purpose of determining the order or manner that a set of information is provided, recommended to, or withheld from a user of an online platform, including the provision of commercial content, the display of social media posts, or any other method of automated decision making, content selection, or content amplification.Sec. 3(1). Such study shall include the following: (A) Discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in the advertisement of (including the withholding of an advertisement) housing opportunities. (B) Discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in the advertisement of (including the withholding of an advertisement) credit, lending, or other financial services opportunities. (C) Discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in the advertisement of (including the withholding of an advertisement) employment opportunities. (D) Discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in the advertisement of (including the withholding of an advertisement) education opportunities. (E) Discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) in the advertisement of (including the withholding of an advertisement) insurance opportunities. (F) Discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) or biometric informationBiometric information"Biometric information" means information regarding the physiological or biological characteristics of an individual that may be used, singly or in combination with each other or with other identifying data, to establish the identity of an individual; and includes (i) genetic information; (ii) imagery of the iris, retina, fingerprint, face, hand, palm, vein patterns, and voice recordings, from which an identifier template, such as a faceprint, a minutiae template, or a voiceprint, can be extracted; (iii) keystroke patterns or rhythms, gait patterns or rhythms, and sleep, health, or exercise data that contain identifying information; and (iv) any mathematical code, profile, or algorithmic model derived from information regarding the physiological or biological characteristics of an individual.Sec. 3(2) by employers in the surveillance or monitoring of workers. (G) Discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) on online platformsOnline platform"Online platform" means any public-facing website, online service, online application, or mobile application which is operated for commercial purposes and provides a community forum for user generated content, including a social network site, content aggregation service, or service for sharing videos, images, games, audio files, or other content.Sec. 3(9) involved in hiring screening practices. (H) Discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) or biometric informationBiometric information"Biometric information" means information regarding the physiological or biological characteristics of an individual that may be used, singly or in combination with each other or with other identifying data, to establish the identity of an individual; and includes (i) genetic information; (ii) imagery of the iris, retina, fingerprint, face, hand, palm, vein patterns, and voice recordings, from which an identifier template, such as a faceprint, a minutiae template, or a voiceprint, can be extracted; (iii) keystroke patterns or rhythms, gait patterns or rhythms, and sleep, health, or exercise data that contain identifying information; and (iv) any mathematical code, profile, or algorithmic model derived from information regarding the physiological or biological characteristics of an individual.Sec. 3(2) in education, including the use of— (i) student personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) for predictive forecasting on student ability or potential for purposes of admissions decisions; and (ii) automated proctoring software that monitors, analyzes, or otherwise processes student biometric informationBiometric information"Biometric information" means information regarding the physiological or biological characteristics of an individual that may be used, singly or in combination with each other or with other identifying data, to establish the identity of an individual; and includes (i) genetic information; (ii) imagery of the iris, retina, fingerprint, face, hand, palm, vein patterns, and voice recordings, from which an identifier template, such as a faceprint, a minutiae template, or a voiceprint, can be extracted; (iii) keystroke patterns or rhythms, gait patterns or rhythms, and sleep, health, or exercise data that contain identifying information; and (iv) any mathematical code, profile, or algorithmic model derived from information regarding the physiological or biological characteristics of an individual.Sec. 3(2) to identify suspicious behavior, including any discriminatory outcomes associated with the use of such software. (I) Discriminatory use of user biometric informationBiometric information"Biometric information" means information regarding the physiological or biological characteristics of an individual that may be used, singly or in combination with each other or with other identifying data, to establish the identity of an individual; and includes (i) genetic information; (ii) imagery of the iris, retina, fingerprint, face, hand, palm, vein patterns, and voice recordings, from which an identifier template, such as a faceprint, a minutiae template, or a voiceprint, can be extracted; (iii) keystroke patterns or rhythms, gait patterns or rhythms, and sleep, health, or exercise data that contain identifying information; and (iv) any mathematical code, profile, or algorithmic model derived from information regarding the physiological or biological characteristics of an individual.Sec. 3(2). (J) Use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10) by disinformation campaigns for the purpose of political disenfranchisement. (K) Any other discriminatory use of personal informationPersonal information"Personal information" means information that directly or indirectly identifies, or could be reasonably linked to, a particular individual or device. For purposes of this definition, information could be reasonably linked to an individual or device if such information can be used on its own or in combination with other information held by, or readily accessible to, a person to identify an individual or device.Sec. 3(10). (2) REPORT.—Not later than 180 days after the date of enactment of this Act, and biennially thereafter, the Task Force shall submit to Congress a report containing the results of the study conducted under paragraph (1), together with recommendations for such legislation and administrative action as the Task Force determines appropriate. (d) FUNDING.—Out of any money in the Treasury not otherwise appropriated, there are appropriated to the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) such sums as are necessary to carry out this section. Amounts appropriated under the preceding sentence shall remain available until expended.

Directs the FTC to establish an interagency Task Force to study discriminatory use of personal information in algorithmic processes. The Task Force includes representatives from 13 federal agencies and offices, is co-chaired by the FTC and DOJ, and must submit a biennial report to Congress beginning 180 days after enactment. The study must cover discriminatory algorithmic practices in housing, credit, employment, education, insurance, worker surveillance, hiring screening, biometrics in education, and political disinformation. This is a governmental study directive, not a platform compliance obligation.

Sec. 8
Enforcement

(a)(1)–(3) ENFORCEMENT BY THE COMMISSIONCommission"Commission" means the Federal Trade Commission.Sec. 3(3).— (1) UNFAIR OR DECEPTIVE ACTS OR PRACTICE.—A violation of this Act or a regulation promulgated under this Act 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 CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) Act (15 U.S.C. 57a(a)(1)(B)). (2) POWERS OF THE COMMISSIONCommission"Commission" means the Federal Trade Commission.Sec. 3(3).— (A) IN GENERAL.—The CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) shall enforce 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 CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) Act (15 U.S.C. 41 et seq.) were incorporated into and made a part of this section. (B) PRIVILEGES AND IMMUNITIES.—Any person who violates this Act or a regulation promulgated under this Act shall be subject to the penalties and entitled to the privileges and immunities provided in the Federal Trade CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) Act (15 U.S.C. 41 et seq.). (C) AUTHORITY PRESERVED.—Nothing in this Act shall be construed to limit the authority of the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) under any other provision of law. (3) RULEMAKING.—The CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) shall promulgate in accordance with section 553 of title 5, United States Code, such rules as may be necessary to carry out this Act.

(b)(1)–(5) ENFORCEMENT BY STATES.— (1) AUTHORIZATION.—Subject to paragraph (2), in any case in which the attorney general of a State has reason to believe that an interest of the residents of the State has been or is adversely affected by the engagement of any person in an act or practice that violates this Act or a regulation promulgated under this Act, the attorney general of the State may, as parens patriae, bring a civil action on behalf of the residents of the State in an appropriate district court of the United States to— (A) enjoin that act or practice; (B) enforce compliance with this Act or the regulation; (C) obtain damages, civil penalties, restitution, or other compensation on behalf of the residents of the State; or (D) obtain such other relief as the court may consider to be appropriate. (2) RIGHTS OF THE COMMISSIONCommission"Commission" means the Federal Trade Commission.Sec. 3(3).— (A) NOTICE TO THE COMMISSIONCommission"Commission" means the Federal Trade Commission.Sec. 3(3).— (i) IN GENERAL.—Except as provided in clause (iii), the attorney general of a State shall notify the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) in writing that the attorney general intends to bring a civil action under paragraph (1) before initiating the civil action against a person subject to this Act. (ii) CONTENTS.—The notification required by clause (i) with respect to a civil action shall include a copy of the complaint to be filed to initiate the civil action. (iii) EXCEPTION.—If it is not feasible for the attorney general of a State to provide the notification required by clause (i) before initiating a civil action under paragraph (1), the attorney general shall notify the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) immediately upon instituting the civil action. (B) INTERVENTION BY THE COMMISSIONCommission"Commission" means the Federal Trade Commission.Sec. 3(3).—The CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) may— (i) intervene in any civil action brought by the attorney general of a State under paragraph (1); and (ii) upon intervening— (I) be heard on all matters arising in the civil action; and (II) file petitions for appeal of a decision in the civil action. (3) INVESTIGATORY POWERS.—Nothing in this subsection may be construed to prevent the attorney general of a State from exercising the powers conferred on the attorney general by the laws of the State to conduct investigations, to administer oaths or affirmations, or to compel the attendance of witnesses or the production of documentary or other evidence. (4) ACTION BY THE COMMISSIONCommission"Commission" means the Federal Trade Commission.Sec. 3(3).—If the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) institutes a civil action with respect to a violation of this Act, the attorney general of a State may not, during the pendency of the action, bring a civil action under paragraph (1) against any defendant named in the complaint of the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) for the violation with respect to which the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) instituted such action. (5) VENUE; SERVICE OF PROCESS.— (A) VENUE.—Any action brought under paragraph (1) may be brought in the district court of the United States that meets applicable requirements relating to venue under section 1391 of title 28, United States Code. (B) SERVICE OF PROCESS.—In an action brought under paragraph (1), process may be served in any district in which the defendant— (i) is an inhabitant; or (ii) may be found.

(c)(1)–(3) ENFORCEMENT BY THE DEPARTMENT OF JUSTICE.— (1) IN GENERAL.—The Attorney General may bring a civil action to enforce section 6(a), (b), (c), (e), (f), or (i) in an appropriate district court of the United States. (2) COORDINATION WITH THE COMMISSIONCommission"Commission" means the Federal Trade Commission.Sec. 3(3).—The Attorney General shall, when reasonable and appropriate, consult and coordinate with the CommissionCommission"Commission" means the Federal Trade Commission.Sec. 3(3) on a civil action brought under paragraph (1). (3) RELIEF.—In any civil action brought under paragraph (1), the court may impose injunctive relief, declaratory relief, damages, civil penalties, restitution, and any other relief the court deems appropriate.

(d)(1)–(2) ENFORCEMENT BY INDIVIDUALS.— (1) IN GENERAL.—Any individual alleging a violation of section 6(a), (b), or (c), or a regulation promulgated thereunder, may bring a civil action in any court of competent jurisdiction, State or Federal. (2) RELIEF.—In a civil action brought under paragraph (1) in which the plaintiff prevails, the court may award— (A) an amount equal to $2,500 or actual damages, whichever is greater; (B) punitive damages; (C) reasonable attorney's fees and litigation costs; and (D) any other relief, including injunctive or declaratory relief, that the court determines appropriate.

Establishes the bill's multi-layered enforcement framework. Violations are treated as unfair or deceptive acts under FTC Act § 18(a)(1)(B), giving the FTC full enforcement authority. State attorneys general may bring parens patriae civil actions for injunctive relief, damages, civil penalties, and restitution, subject to FTC notice and intervention rights. The DOJ may bring civil actions to enforce the discrimination and voting-rights provisions. Individuals may bring private civil actions for violations of the public accommodations, equal opportunity, and voting rights provisions, with remedies including the greater of $2,500 or actual damages, punitive damages, attorney's fees, and injunctive or declaratory relief.

Passage Likelihood

Failed
Status Failed
Final action Read twice and referred to the Committee on Commerce, Science, and Transportation.

Legislative History

2021-05-27 Read twice and referred to the Committee on Commerce, Science, and Transportation.

Entry Last Reviewed

2026-05-16
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