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S. 2381
U.S. Senate•In Senate Committee
Summary
S. 2381, the PROACTIV Artificial Intelligence Data Act of 2025, was introduced in the Senate on Jul 22, 2025 by Sen. John Cornyn (R) with 2 co-sponsors. It was referred to Commerce, Science, And Transportation, and last saw action on Jul 22, 2025: Read twice and referred to the Committee on Commerce, Science, and Transportation.
Record
Text
S. 2381 has 2 co-sponsors.
sb2381/introduced-in-senate.txt115 S2381 IS: Preventing Recurring Online Abuse of Children Through Intentional Vetting of Artificial Intelligence Data Act of 2025U.S. Senate2025-07-22text/xmlENPursuant to Title 17 Section 105 of the United States Code, this file is not subject to copyright protection and is in the public domain.II 119th CONGRESS 1st Session S. 2381 IN THE SENATE OF THE UNITED STATES July 22, 2025 Mr. Cornyn (for himself and Mr. Kim ) introduced the following bill; which was read twice and referred to the Committee on Commerce, Science, and Transportation A BILLTo require the Director of the National Institute of Standards and Technology to develop a framework for detecting, removing, and reporting child pornography in datasets used to train artificial intelligence systems, and for other purposes.1.Short titleThis Act may be cited as the Preventing Recurring Online Abuse of Children Through Intentional Vetting of Artificial Intelligence Data Act of 2025 or the PROACTIV Artificial Intelligence Data Act of 2025 .2.DefinitionsIn this Act:(1)Artificial intelligenceThe term artificial intelligence has the meaning given that term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 ( Public Law 115–232 ; 10 U.S.C. note prec. 4061).(2)Artificial intelligence developerThe term artificial intelligence developer means a person who designs, codes, or produces an artificial intelligence system and makes such system commercially available, whether for profit or not.(3)Artificial Intelligence Deployer.The term artificial intelligence deployer means a person who integrates an artificial intelligence system into the products or services of the person and makes those products or services commercially available, whether for profit or not.(4)Artificial intelligence userThe term artificial intelligence user means a person who uses an artificial intelligence system for a purpose other than personal noncommercial activity.(5)Child pornographyThe term child pornography has the meaning given that term in section 2256 of title 18, United States Code.(6)Covered datasetThe term covered dataset means a set of data that—(A)is collected for the purpose of training an artificial intelligence system; and(B)was created using automated data crawlers or data scraping tools, whether or not directed by a human operator.(7)Data collectorThe term data collector means any person who specializes in collecting, preparing, cleaning, labeling, transforming for algorithmic compatibility, and organizing large amounts of data for the purpose of training an artificial intelligence system.(8)DirectorThe term Director means the Director of the National Institute of Standards and Technology.3.Development of framework on detecting, removing, and reporting child pornography in certain datasets(a)In generalNot later than 1 year after the date of the enactment of this Act, the Director shall, in collaboration with such other Federal agencies and public and private sector organizations as the Director considers appropriate, including the National Science Foundation, the National Center for Missing and Exploited Children, and the Department of Justice, develop and publish a voluntary framework for detecting, removing, and reporting child pornography in covered datasets.(b)ContentsThe Director shall ensure that the framework published under subsection (a) provides to artificial intelligence developers and to data collectors guidelines, best practices, methodologies, procedures, and processes—(1)to detect any child pornography in covered datasets;(2)to remove any child pornography from covered datasets; and(3)to regularly report to Federal, State, or local law enforcement and the National Center for Missing and Exploited Children any child pornography detected in covered datasets.(c)LimitationThe framework published under subsection (a) shall apply to persons who are artificial intelligence developers and to data collectors, and not to persons who are solely artificial intelligence deployers or artificial intelligence users.(d)Stakeholder outreachIn developing the framework issued under subsection (a), the Director shall—(1)solicit input from—(A)institutions of higher education (as defined in section 101 of the Higher Education Act of 1965 ( 20 U.S.C. 1001 ));(B)any Federal agency the Director considers relevant;(C)civil society and nonprofit organizations;(D)artificial intelligence developers and artificial intelligence deployers;(E)Federal laboratories (as defined in section 4 of the Stevenson-Wydler Technology Innovation Act of 1980 ( 15 U.S.C. 3703 )); and(F)any other such stakeholder the Director considers appropriate; and(2)provide an opportunity for public comment on the guidelines, best practices, methodologies, procedures, and processes developed as part of the framework.(e)ResearchThe Director of the National Science Foundation, in coordination with the heads of other relevant Federal agencies, as determined by such Director, shall support research into innovative approaches to detecting, removing, and reporting child pornography from covered datasets, including research conducted through the Directorate for Technology, Innovation, and Partnerships.4.Limited liability for detecting, removing, and reporting child pornography(a)In generalExcept as provided in subsection (b), no cause of action shall lie or be maintained in any court against an artificial intelligence developer or data collector, and such action shall be promptly dismissed, for the detecting, removing, or reporting of child pornography in covered datasets that is conducted in accordance with the framework issued by the Director under section 3(a).(b)Intentional, reckless, grossly negligent, or other misconductSubsection (a) shall not apply to a cause of action for detecting, removing, or reporting child pornography in covered datasets if the artificial intelligence developer or data collector—(1)engaged in intentional misconduct;(2)acted, or failed to act—(A)with actual malice;(B)with reckless disregard to a substantial risk of causing injury without legal justification; or(C)with gross negligence; or(3)engaged in any activity that violates section 2251 of title 18, United States Code.(c)Rule of constructionNothing in this Act shall be construed to affect the protections and obligations of section 2258A of title 18, United States Code.
Tracker
The tracker indicates the progress of this legislation as it moves through the legislative process.
- Introduced2025-07-22
- Passed Senate
- Passed House
- Conference
- To President
- Became Law
A bill to require the Director of the National Institute of Standards and Technology to develop a framework for detecting, removing, and reporting child pornography in datasets used to train artificial intelligence systems, and for other purposes.
Sponsors
Sen. John Cornyn (R) sponsors S. 2381, and 2 members have co-sponsored it, 1 of them from the day it was introduced.
Committees
S. 2381 went before 1 committee: Commerce, Science, and Transportation.

Actions
S. 2381 has taken 2 actions since Jul 22, 2025.
| Chamber | Action | |||
|---|---|---|---|---|
Jul 22, 2025 | Senate | Read twice and referred to the Committee on Commerce, Science, and Transportation.Commerce, Science, and Transportation Committee | ||
Jul 22, 2025 | — | Introduced in Senate |
Votes
S. 2381 has not gone to a roll call.
Titles
S. 2381 goes by 4 titles, 2 of them short titles.
- PROACTIV Artificial Intelligence Data Act of 2025 — Display Title
- PROACTIV Artificial Intelligence Data Act of 2025 — Short Title(s) as Introduced
- Preventing Recurring Online Abuse of Children Through Intentional Vetting of Artificial Intelligence Data Act of 2025 — Short Title(s) as Introduced
- A bill to require the Director of the National Institute of Standards and Technology to develop a framework for detecting, removing, and reporting child pornography in datasets used to train artificial intelligence systems, and for other purposes. — Official Title as Introduced
Lobbying
3 clients hired 3 firms and 22 registered lobbyists who named S. 2381 in 12 quarterly filings, 2025 to 2026. Reported under the Lobbying Disclosure Act; a filing’s income covers everything its registrant worked that quarter, so the amounts below are the filings’, not this bill’s.
Filed under Taxation/Internal Revenue Code, Trade (domestic/foreign), Foreign Relations, Financial Institutions/Investments/Securities, Advertising, Budget/Appropriations, Copyright/Patent/Trademark, Consumer Issues/Safety/Products.
Clients
Who paid to be heard, by how many filings named the bill.
| Client | Business | State | Firms | Filings | Reported |
|---|---|---|---|---|---|
| CITIGROUP WASHINGTON, INC. | — | District of Columbia | 1 | 6 | — |
| GOOGLE CLIENT SERVICES LLC | — | District of Columbia | 1 | 4 | — |
| CITIGROUP WASHINGTON INC. | Financial Services Company | District of Columbia | 1 | 2 | $120K |
Firms
Registrants who filed on the bill, by filings.
| Registrant | Clients | Filings | Reported |
|---|---|---|---|
| CITIGROUP WASHINGTON, INC. | 1 | 6 | — |
| GOOGLE CLIENT SERVICES LLC | 1 | 4 | — |
| HARBINGER STRATEGIES, LLC | 1 | 2 | $120K |
Lobbyists
Named on the filings that cite the bill. The 20 named most often, of 22.
| Lobbyist | Firms | Clients | Filings |
|---|---|---|---|
| CANDIDA WOLFF | 1 | 1 | 6 |
| KARL HADDELAND | 1 | 1 | 6 |
| MATTHEW TURKSTRA | 1 | 1 | 6 |
| RACHEL GOLDBERG | 1 | 1 | 6 |
| TANNER DANIEL | 1 | 1 | 6 |
| ANDREW LADNER | 1 | 1 | 4 |
| CHRISTY WOODRUFF | 1 | 1 | 4 |
| EDWARD AN | 1 | 1 | 4 |
| FRANNIE LASALA | 1 | 1 | 4 |
| KRISTEN FALLON | 1 | 1 | 4 |
| MAURA WOOSLEY | 1 | 1 | 4 |
| SAMANTHA DYBAS | 1 | 1 | 4 |
| ANNA HEGRENESS | 1 | 1 | 3 |
| SRUTHI BLIAMPTIS | 1 | 1 | 3 |
| STEPHANIE DOHERTY | 1 | 1 | 3 |
| JOHN LEGANSKI | 1 | 1 | 2 |
| JONATHAN SLEMROD | 1 | 1 | 2 |
| KYLE NEVINS | 1 | 1 | 2 |
| MANNY ROSSMAN | 1 | 1 | 2 |
| RYAN ADAM | 1 | 1 | 2 |
Filings
The documents themselves, on the Senate’s Lobbying Disclosure site, largest reported first.
| Client | Registrant | Period | Reported | Document |
|---|---|---|---|---|
| GOOGLE CLIENT SERVICES LLC | GOOGLE CLIENT SERVICES LLC | 2026 second_quarter | $3.6M | 2nd Quarter - Report |
| GOOGLE CLIENT SERVICES LLC | GOOGLE CLIENT SERVICES LLC | 2025 third_quarter | $3.6M | 3rd Quarter - Report |
| GOOGLE CLIENT SERVICES LLC | GOOGLE CLIENT SERVICES LLC | 2025 fourth_quarter | $3.4M | 4th Quarter - Report |
| GOOGLE CLIENT SERVICES LLC | GOOGLE CLIENT SERVICES LLC | 2026 first_quarter | $2.9M | 1st Quarter - Report |
| CITIGROUP WASHINGTON, INC. | CITIGROUP WASHINGTON, INC. | 2026 first_quarter | $1.5M | 1st Quarter - Report |
| CITIGROUP WASHINGTON, INC. | CITIGROUP WASHINGTON, INC. | 2025 third_quarter | $1.4M | 3rd Quarter - Report |
| CITIGROUP WASHINGTON, INC. | CITIGROUP WASHINGTON, INC. | 2025 first_quarter | $1.4M | 1st Quarter - Report |
| CITIGROUP WASHINGTON, INC. | CITIGROUP WASHINGTON, INC. | 2026 second_quarter | $1.3M | 2nd Quarter - Report |
| CITIGROUP WASHINGTON, INC. | CITIGROUP WASHINGTON, INC. | 2025 fourth_quarter | $1.3M | 4th Quarter - Report |
| CITIGROUP WASHINGTON, INC. | CITIGROUP WASHINGTON, INC. | 2025 second_quarter | $1.3M | 2nd Quarter - Report |
| CITIGROUP WASHINGTON INC. | HARBINGER STRATEGIES, LLC | 2026 first_quarter | $60K | 1st Quarter - Report |
| CITIGROUP WASHINGTON INC. | HARBINGER STRATEGIES, LLC | 2025 fourth_quarter | $60K | 4th Quarter - Report |
Classification
The Congressional Research Service files S. 2381 under Science, Technology, Communications, one of its 31 policy areas, and gives it 6 legislative subjects.
CRS Subjects
CRS assigns every bill one policy area from its 31; S. 2381’s is Science, Technology, Communications.
s2381/policy-areas.txtLegislative Subjects
S. 2381 carries 6 of CRS’s legislative subjects, from Advanced technology and technological innovations to Research and development.
s2381/subjects.txtSource: congress.gov · legiscan.com