TRAIN Act is Supported by the Recording Industry Association of America, the Human Artistry Campaign, SAG-AFTRA, Recording Academy, Nashville Songwriters Association International, SESAC, ASCAP, BMI, Authors Guild and more
WASHINGTON, D.C. — U.S. Senator Peter Welch (D-Vt.), a member of the Senate Judiciary Committee, along with Senate Judiciary Committee members Marsha Blackburn (R-Tenn.), Adam Schiff (D-Ca.), and Josh Hawley (R-Mo.) reintroduced the Transparency and Responsibility for Artificial Intelligence Networks (TRAIN) Act, bipartisan legislation to help creators—musicians, artists, writers, and others—access the courts to protect their copyrighted works if and when they are used to train generative artificial intelligence (AI) models. The TRAIN Act allows copyright holders to access training records used for AI models to determine if their work was used—a process currently used for internet piracy.
Musical artists and other creative industry leaders have raised the alarm about the use of copyrighted works to train generative AI models, calling out AI companies for using artists’ work without consent or compensation. The TRAIN Act seeks to solve the “black box” problem by allowing creators to know when and how their works are being used. Few AI companies currently share how their models are trained and nothing in the law requires them to do so.
“This is simple: if your work is used to train AI, there should be a way for you, the copyright holder, to determine that it’s been used by a training model, and you should get compensated if it was. We need to give America’s musicians, artists, and creators a tool to find out when AI companies are using their work to train models without artists’ permission,” said Senator Welch. “As AI evolves and gets more embedded into our daily lives, we need to set a higher standard for transparency. I’m proud to introduce this bipartisan bill to safeguard creators and their incredible contributions to our country.”
“Tennessee is home to a thriving creative community filled with musicians, artists, and creators who must have protections in place against the misuse of their content,” said Senator Blackburn. “The TRAIN Act would protect creators by allowing them to access the courts to find out if their work is being used to train generative AI models and seek compensation for that misuse.”
“The TRAIN Act gives creators a direct pathway to determine if their works were used to train an AI model, promoting transparency and ensuring that the creative community is not left behind as AI’s capabilities advance. I’m proud to join Senators Welch, Blackburn, Hawley on this bipartisan effort to affirm creators’ rights of action. And as Ranking Member of the Intellectual Property Subcommittee, I will continue my long-standing work to establish appropriate guardrails that continue American leadership in AI and the creative industry,” said Senator Schiff.
“AI should be in service to the American people—not the other way around. But under current law, Big Tech’s AI companies are stealing the works of today’s creators as they box out the next generation of creators. Congress should ensure that copyright holders can assert their rights against AI companies that are pirating creative works, and this bill gives Americans the tools to do so,” said Senator Hawley.
The TRAIN Act has the support of the creative community and is endorsed by the American Association of Independent Music (A2IM)*, The American Society for Collective Rights Licensing (ASCRL), American Federation of Musicians (AFM), American Society of Composers, Authors and Publishers (ASCAP), Association of American Publishers (AAP), Authors Guild, Broadcast Music, Inc. (BMI), Department for Professional Employees, AFL-CIO (DPE), Human Artistry Campaign**, Global Music Rights, International Alliance of Theatrical Stage Employees (IATSE), National Association of Voice Actors (NAVA), National Music Council (NMC), National Music Publisher’s Association (NMPA), Nashville Songwriters Association International, Recording Academy, Recording Artists and Music Professionals with Disabilities (RAMPD), Recording Industry Association of America (RIAA), SAG-AFTRA, Society of European Stage Authors and Composers (SESAC), The Society of Composers & Lyricists (SCL), The Songwriters Guild of America (SGA)***, SoundExchange, Transparency Coalition, Universal Music Group, Warner Music Group.
*The trade organization for independent record labels, which include 650 organizations in 35 states—including Vermont
**Representing nearly 200 members spanning the creative and technology communities
***SGA’s organizational membership stands at approximately 4,500 members
Read what leading voices in the creative industries are saying about the TRAIN Act:
“Artists deserve to know when their works are used and determine the parameters – the Transparency & Responsibility for Artificial Intelligence Networks (TRAIN) Act empowers rightsholders with valuable insight into which specific inputs AI companies are copying to train their models. Just as importantly, it also ensures a clear path to the courts when authorization has not been given. RIAA commends Senator Welch and Senator Blackburn for their vision championing this vital and measured legislation, and strongly urge passage into law,” said Mitch Glazier, Chairman & CEO, Recording Industry Association of America (RIAA).
“The TRAIN Act is a vital step toward ensuring transparency and protecting creators from the unauthorized use of their copyrighted work. The Recording Academy® applauds Senator Welch and Senator Blackburn for their leadership and dedication to upholding creators’ rights.” – Harvey Mason jr., CEO, Recording Academy
“Human authors and their copyrights must be valued and protected. The TRAIN Act is an important step toward creating guardrails around Generative Artificial Intelligence that, unchecked, threatens the livelihoods of human creators. We are appreciative to Senators Blackburn and Welch for their leadership on this issue and look forward to providing America’s songwriters the tools they need to protect their work in an ever-changing digital environment,” said Nashville Songwriters Association International.
“The Transparency & Responsibility for Artificial Intelligence Networks (TRAIN) Act is a thoughtful step forward for creators’ rights in the AI landscape. By allowing artists and rightsholders to subpoena information about what inputs were used in an AI program, the bill will increase transparency and create an avenue for recourse when work is used without consent. Transparency is a key tenet of the Human Artistry Campaign’s principles for responsible and ethical AI, and we’re grateful to Senator Welch for his leadership on this issue,” said Dr. Moiya McTier, Senior Advisor, Human Artistry Campaign.
“SAG-AFTRA applauds Sen. Peter Welch for introducing the much-needed TRAIN Act. Intellectual property must be protected in the A.I. age and we’re encouraged that lawmakers like Sen. Welch are taking critical action to prioritize human creativity in this new era,” said Duncan Crabtree-Ireland, Executive Director & Chief Negotiator, SAG-AFTRA National.
“SESAC applauds the TRAIN Act, which clears an efficient path to court for songwriters whose work is used by AI developers without authorization or consent. Senators Welch and Blackburn’s narrow approach will promote responsible innovation and AI while protecting the creative community from unlawful scraping and infringement of their work,” said John Josephson, Chairman and CEO, SESAC Music Group.
“The future of America’s vibrant creative economy depends upon laws that protect the rights of human creators. By requiring transparency about when and how copyrighted works are used to train generative AI models, the TRAIN Act paves the way for creators to be fairly compensated for the use of their work. On behalf of ASCAP’s more than one million songwriters, composer and music publisher members, we applaud Senators Welch and Blackburn for their leadership,” said Elizabeth Matthews, CEO, American Society of Composers, Authors & Publishers (ASCAP).
“Some AI companies are using creators’ copyrighted works without their permission or compensation to ‘train’ their systems, but there is currently no way for creators to confirm that use or require companies to disclose it. The TRAIN Act will provide a legal avenue for music creators to compel these companies to disclose those actions, which will be a step in the right direction towards greater transparency and accountability. BMI thanks Senator Welch for introducing this important legislation,” said Mike O’Neill, President & CEO, Broadcast Music, Inc. (BMI).
“We greatly appreciate Senators Welch and Blackburn’s leadership on addressing the complete lack of regulation and transparency surrounding songwriters’ works being used to train generative AI models. The TRAIN Act proposes an administrative subpoena process that enables rightsholders to hold AI companies accountable by instituting precise record-keeping standards and giving rightsholders the ability to see whether their copyrighted works have been used without authorization. We strongly support the bill which gives creators a pathway to justice from massive AI platforms exploiting their work,” said David Israelite, President & CEO, National Music Publishers’ Association (NMPA).
“The Authors Guild applauds Senator Peter Welch for introducing the TRAIN Act. Authors have a right to know when their works have been copied into AI systems without their permission. This bill helps to achieve that commonsense goal by creating an administrative subpoena process that allows copyright owners to obtain information from AI companies about the works used to train their models. As the Guild has long recognized, this kind of transparency is essential to giving authors the ability to enforce their rights. We look forward to working with Senator Welch and other members of Congress in moving the bill toward swift passage,” said the Authors Guild.
“The American Society for Collective Rights Licensing (ASCRL), the largest photography and illustration organization in the United States, whose constituents include over 40,000 photographers and over 17,000 illustrator members, thanks Senator Peter Welch (D-VT) for introducing the Transparency and Responsibility for Artificial Intelligence Networks (TRAIN) Act. The bill seeks to promote transparency concerning unauthorized uses of copyrighted works by generative AI systems through the creation of a new administrative subpoena process. ASCRL was established by and for authors and looks forward to working with Senator Welch to add another tool in the toolbelt for authors to protect their rights in this very challenging, new technological environment,” said James Silverberg, CEO, The American Society for Collective Rights Licensing (ASCRL).
“The Songwriters Guild of America (SGA) extends its sincerest thanks to Senator Peter Welch (D-Vt) for the initiatives his office is undertaking in seeking to protect the rights of songwriters and composers through introduction of the Transparency and Responsibility for Artificial Intelligence Networks (TRAIN) Act. Among other positives, the bill seeks to promote transparency concerning unauthorized uses of copyrighted works by generative AI systems through the creation of a new administrative subpoena process. SGA remains a strong supporter of the pending No Fakes Act to protect performers’ rights of publicity in the new, generative AI world, but is additionally elated that Senator Welch and others recognize that far more needs to be done legislatively to protect music creators’ rights in this very challenging, new environment. The TRAIN Act represents another indispensable step in that process. We applaud its introduction, and intend to work with the Senator’s office in helping it to consider the most effective methodologies possible to protect American creators and musical culture in the context of GenAI,” said Rick Carnes, President, Songwriters Guild of America (SGA).
“A2IM applauds Senators Peter Welch and Marsha Blackburn for introducing the TRAIN Act—an essential move to protect artists, musicians, and independent creators from having their copyrighted work exploited to train generative AI models without permission. In the age of AI, transparency isn’t optional—it’s fundamental. This legislation arms creators with the tools to uncover unauthorized use of their work, reinforcing the rights that fuel a thriving, independent music ecosystem,” said Dr. Richard James Burgess MBE, President and CEO American Association of Independent Music (A2IM).
“There can be no ethical AI development without transparency. Musicians deserve to know when their work is used in machine learning. The TRAIN Act provides all creators meaningful legal recourse without hindering innovation and creativity. We thank Senators Blackburn and Welch for standing with working musicians against intellectual property theft,” said Tino Gagliardi, President, American Federation of Musicians.
“The Society of Composers & Lyricists applauds Senator Peter Welch (D-Vt) for his introduction of the Transparency and Responsibility for Artificial Intelligence Networks (TRAIN) Act, which is a crucial step in safeguarding the rights of composers and songwriters. The TRAIN Act offers vital protections against the unjust practices that have too often undermined our ability to earn a living from our creations. By standing up for the rights of creators, you are not only supporting those who write the music that enriches our culture, but also strengthening the entire music ecosystem. We are grateful for your continued advocacy on behalf of our community, and stand ready to help in whatever way we can,” said Ashley Irwin, President, Society of Composers & Lyricists (SCL).
“The National Association of Voice Actors (NAVA) applauds Sen. Welch’s common sense TRAIN Act and the transparency it will provide to all copyright holders. As artists whose biometric data is contained in copyrighted material, voice actors are particularly concerned about the misuse of their voices for misinformation and disinformation. A basic level of transparency will help protect the many voices that are the foundation of these generative AI systems,” said The National Association of Voice Actors (NAVA).
“RAMPD proudly supports the TRAIN Act because transparency is key to fairness, access, and protecting the rights of all music creators. The TRAIN Act is a vital step toward equitable innovation that respects human authorship and artistic integrity,” said Recording Artists and Music Professionals with Disabilities.
“The Transparency Coalition welcomes the introduction by Sen. Welch of the TRAIN Act which will provide creators and copyright owners additional protection from their copyrighted works being used in AI training without their consent.” said Jai Jaisimha, Co-Founder, Transparency Coalition. “The Act deftly addresses the need for transparency around AI training inputs and empowers creators to seek redress from the appropriate judicial forum.”
Senator Welch is focused on strengthening consumer protections and safety around emerging technologies, including AI. During a Senate Judiciary Subcommittee hearing last week, Senator Welch emphasized the importance of passing the TRAIN Act to help creator access the courts to ensure their copyrights are respected and safeguard their content from AI.
Last Congress, Senator Welch introduced the Artificial Intelligence Consumer Opt-In, Notification Standards, and Ethical Norms for Training (AI CONSENT) Act, legislation that would require online platforms to obtain consumers’ express informed consent before using their personal data to train AI models. Senator Welch also introduced the Digital Platform Commission Act, legislation to create an expert federal agency to provide comprehensive regulation of digital platforms to protect consumers, promote competition, and safeguard the public interest.
Learn more about the TRAIN Act and read a section-by-section summary.
Read and download the full text of the bill.
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