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AI has touched every part of the music industry, from sample sourcing and demo recording, to serving up digital liner notes and building playlists. There are technical and legal challenges, fierce ethical debates, and fears that the slop will simply crush working musicians through sheer volume. Is it art or just an output? What exactly isreally active”? Whether it’s a new model or a new lawsuit, we’re covering it all to make sure you don’t miss any major developments.

So follow along as we dig into the latest in AI “music.”

  • Suno yanks ad showing supposed endorsement from Mary J. Blige.

    An ad for the AI music generator Suno showed Blige interacting with an AI song that seemed to use her own voice, while calling the output “dope.” The singer received backlash for the ad online, and now a Suno spokesperson tells Variety that the company canceled the campaign because it didn’t get proper approval:

    We entered into a business deal with someone who presented themselves as Ms. Blige’s official representative. As soon as we learned this was not the case, and that Ms. Blige was uncomfortable, we terminated the advertising campaign.

  • Jason Isbell sues Suno, but not for copyright infringement.

    He filed the suit alongside Guy Forsyth, Eduardo Calle, and Camper Van Beethoven’s David Lowery. Interestingly, rather than filing a straightforward copyright case, the plaintiffs claim Suno imitates their voices and styles without permission. After a long intro that involves the Borg for some reason, the complaint says:

    16. Suno claims users are blocked from using a specific name as a prompt, but that claim is false. In reality, Suno not only accepts names but also responds to the name with an output based on that musician’s identity. When Jason Isbell, the six-time Grammy-winning singer, including for Best Americana Album, was entered into v5 (as “jason isbell”’), Suno produced an Americana song called “Paper Bell,” imitating Isbell’s characteristic clear ma le vocals and country twang.’* Suno described it as “contemporary Americana singer-songwriter with fingerpicked acoustic guitar” and provided an image of a paper bell with a church and trees in the background, evoking a country scene.
    Screenshot: Terrence O’Brien / The Verge
  • Dr. Dre and Jimmy Iovine on music and AI.

    The Beats by Dre pair spoke to the New York Times briefly, with former Interscope head Iovine saying AI companies have terrible communication skills but that “I’m very pro-A.I. in music creation. I don’t see the downside at all. There will be some crappy music. There’s crappy music now.”

    Dre called anyone against it similar to those who pushed back against drum machines or synthesizers, and said, “I think the only people that see it as a threat are the people who have trouble creating.”

  • Suno is trying to look more like a real music production tool

    Suno_Studio2.0_Press_Hero
    Suno_Studio2.0_Press_Hero
    Image: Suno

    Suno is releasing Studio 2.0 with significant upgrades that push it closer to an actual digital audio workstation (DAW), rather than a bare-bones audio editor with generative AI features. The biggest addition is undoubtedly MIDI support. Suno says that MIDI was its most requested feature, and it’s basically a prerequisite for any modern DAW. Unfortunately, Suno Studio doesn’t appear to support third-party plugins or VSTs yet, so you’re stuck using its proprietary built-in synth. That synth appears to be a basic two-oscillator wavetable plugin with three envelopes and four LFOs.

    The point is less about using your favorite Arturia vintage synth emulation, though, and more about using that MIDI data as a prompt. You can play in some chords, then ask Suno to turn that MIDI into audio, extend a melody, or write a B-part based on what you played. Another standard DAW feature being added in Studio 2.0 is automation. So now you can pan or change the volume of individual tracks across the arrangement.

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  • Tyga is the first artist to get a 0.0 from Pitchfork in 20 years for his AI synth-slop album.

    The rapper admitted to using AI on his ’80s-tinged $TARFACE project and received a rare zero. Jet was the last to receive the dishonor in 2006 for Shine On. Pitchfork pulls no punches, saying:

    $TARFACE is smug and complacent, an amalgam of ’80s synth-pop and disco slapped together by someone who’s seemingly never cared to listen to one synth-pop or disco record in his life … Stream it out of morbid curiosity if you must, but know that even a single listen runs the risk of making it profitable and therefore encouraging the music industry to commit such atrocities again.

    $TARFACE

    [Pitchfork]

  • Guitar company D’Addario admits that AI music was used in a promotional video

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    STK467_AI_MUSIC_CVirginia_D
    Image: The Verge, Getty Images

    After weeks of controversy and speculation, music company D’Addario has admitted that AI, specifically Suno, was used as part of a recent promotional video. For nearly two weeks, the company has denied the allegations, even as evidence piled up against it. It offered various explanations, from low-quality exports, to combinations of plug-ins like Autotune introducing digital noise, and the use of AI-assisted mastering tools from LANDR and Logic. But now the company has edited its original Instagram post denying the use of generative AI to say it was wrong.

    In a lengthy update to its post from July 29th (embedded at the bottom), it said:

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  • Emma Roth

    Emma Roth

    Spotify says it won’t recommend music from ‘AI Personas’

    AI Personas Display (2)
    AI Personas Display (2)
    Image: Spotify

    Spotify will soon label AI artists and remove their music from your recommendations. The change, which will start rolling out in mid-September, means you’ll see an “AI Persona” badge on an artist’s profile across the app if they do “not represent a real person.”

    The music streaming platform will allow artists to disclose that they’re an AI persona starting today, but it won’t rely solely on self-identification. Spotify says it will use human review and AI tools to determine whether someone’s profile, including their name and image, “appears to represent photorealistic AI-generated identities.” If Spotify determines that an artist’s identity may be AI-generated, it will apply a “Likely AI Persona” badge. Spotify will review artists who meet “defined audience thresholds” first to cover the profiles people listen to the most.

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  • Fenix Flexin isn’t even denying using AI to make ‘Rubberz’ anymore

    artworks-WsdIgVXV8NOV-0-t1080x1080
    artworks-WsdIgVXV8NOV-0-t1080x1080
    That cover art is almost certainly AI too.
    Image: Fenix Flexin

    It took long enough, but now LA rapper Fenix Flexin appears to have admitted using AI for the 80s synth pop-themed song “Rubberz.” His comments follow the producer Medasin’s videos claiming that an AI tool called Treblo (formerly Sonauto) was used to make the song, and the company releasing an AI detector that identifies it as Treblo AI-created.

    In a reply to a comment pointing out that Tyga admitted to relying on AI for his own controversial ’80s-influenced album $tarface, on one of his Instagram posts, Fenix said:

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  • Suno will start scanning outputs for copyright infringment.

    It’s the first platform to adopt Musixmatch’s new Sentinel detection service designed explicitly for generative AI. Its sizable database pulls from over 200,000 publishers, including the big three, to identify copyrighted lyrics and compositions. And importantly, it doesn’t just scan prompts and inputs, but also the resulting outputs.

  • Daft Punk’s Thomas Bangalter might be a robot, but even he’s not interested in AI music.

    He’s continuing his post-helmet media whirlwind and stopped by the Chanel Connects podcast, where the topic briefly turned toward AI. “I’m not really interested in the creative usage of artificial intelligence,” he says, noting that part of the creative process is experimentation and discovery, “The number one goal of this process is surprise.”

  • Suno shares plans to combat spammy AI music

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    STKB368_SUNO_C
    Suno’s AI vocalists could learn a thing or two from this glitchy image.
    Image: Cath Virginia / The Verge, Getty Images

    Suno announced plans to implement a new watermarking technology and download policy to limit the spread of spammy AI tracks and increase transparency. In a lengthy blog post, CEO and co-founder Mikey Shulman laid out the company’s principles and the next steps for the company as it seeks legitimacy.

    The company is rolling out new transparency tools, along with new watermarking and fingerprinting tech. Shulman says it aligns with “emerging industry standards” that will make it easier to identify Suno-generated content. He also says the company is aiming to partner with “distribution platforms on combatting fraud and misuse.”

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  • Spotify adds a bunch of indie labels to its AI remix program.

    A new partnership with licensing house Merlin has given artists on labels like Sub Pop, Warp, Epitaph, Domino, Stones Throw, Ninja Tune, Mad Decent, Polyvinyl Records and more the “option to participate” in Spotify’s “superfan” remix tool, which launched in May with UMG as the first participant.

  • Sure seems like Fenix Flexin used AI music generator Treblo

    artworks-WsdIgVXV8NOV-0-t1080x1080
    artworks-WsdIgVXV8NOV-0-t1080x1080
    And you thought we were done with this one…
    Image: Fenix Flexin

    We were pretty sure that Fenix Flexin’s “Rubberz” was made using AI, but musician Medasin was confident that it was made using Treblo specifically. Now the company and a new detection tool seem to confirm it.

    On Monday, the company announced the open-source Treblo AI Music Classifier, which detects when a song was generated using Treblo, though not other AI tools. According to a blog post, it has a false positive rate of less than 1 in 10,000. That’s not unimpeachable, but it’s notable that the company’s own Classifier determined that “Rubberz” was “very likely Treblo” with “high confidence,” adding more fuel to the PR nightmare for Fenix.

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  • Fender CEO tries to clear up his controversial AI comments.

    Bud Cole has been catching some flak over comments he made to T3 about AI’s role in music. Now he’s attempting to clarify what he meant. You can read his full statement provided to The Verge at the bottom of our post from this weekend, but here’s the gist:

    If AI has a role, it should only be as a tool that helps beginners learn and gives seasoned artists new ways to explore, refine and experiment with their own creative ideas. If it can help a beginner understand a difficult chord or practice one more day instead of putting the guitar back in its case, then that’s something worth exploring. But let me be clear: every creative idea starts with people, and music starts and ends with people. It always will.

  • Fender’s CEO seems to think your bandmates are just analog AI

    Fender Flagship Tokyo Grand Opening Party
    Fender Flagship Tokyo Grand Opening Party
    Edward “Bud” Cole speaks in Japan in 2023.
    Image: Jun Sato/WireImage

    Fender CEO Edward “Bud” Cole gave an interview to T3 in May celebrating the 75th anniversary of the Telecaster with comments on AI and music that initially flew under the radar. But it has started making the rounds recently, pouring more fuel on an already raging fire of bad PR following the company pissing off basically the entire guitar-playing community by sending cease-and-desist letters to builders, claiming copyright of the Stratocaster body shape.

    Some influential guitar YouTubers have even said they’re done buying Fender gear in the wake of the controversy. And Cole’s resurfaced comments comparing cover songs and bandmates to a sort of “analog AI” have only sunk the company’s standing further among the loudest of its fans online.

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  • Is this Billboard Hot 100 hit AI slop?

    artworks-WsdIgVXV8NOV-0-t1080x1080
    artworks-WsdIgVXV8NOV-0-t1080x1080
    That cover art is almost certainly AI, too.
    Image: Fenix Flexin

    Fenix Flexin is best known as a member of Shoreline Mafia, a rap duo from Los Angeles. But he’s recently found solo success with the track “Rubberz,” which has climbed to number 58 on the Billboard Hot 100. Almost immediately, though, questions were raised about the song’s origins, with many speculating that it was largely, if not entirely, generated by AI. Fenix has denied those accusations, but done little to dispel them.

    Part of the suspicion is certainly due to the fact that the song is a dramatic left turn. Fenix has primarily trafficked in trap-influenced West Coast rap. “Rubberz,” on the other hand, is heavily influenced by ‘80s UK synth pop. The vocal melody is clearly influenced by Morrissey, with Fenix even adopting a fake British accent. But artists are allowed to evolve and experiment. That alone doesn’t prove anything.

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  • The major labels propose rules to keep AI slop off the charts

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    STK467_AI_Music
    Image: The Verge / Shutterstock

    Several record labels, including the big three — Universal Music Group, Sony Music, and Warner Music Group — have proposed rules regarding chart eligibility for AI songs. In short, they wouldn’t be.

    The proposal goes quite a bit further than a labeling proposal put forth by the RIAA, the International Federation of the Phonographic Industry (IFPI), SAG-AFTRA, and others. That would create a set of standardized labels for AI-generated and AI-assisted music. The labels’ proposal would require songs be clearly labeled, but it would also keep them off international charts unless they met specific criteria, including being “substantially human made.”

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  • Suno lost a major copyright suit in Germany.

    The German licensing organization GEMA filed suit in January of 2025. The court found that Suno didn’t have the rights to train its models on artists represented by GEMA, and now it has to disclose any “illicit revenue” and pay unspecified damages. The company can still appeal the ruling.

  • Artists are lawyering up against AI slop, and some are even winning

    268669_The_artists_suing_AI_companies_AParkin
    268669_The_artists_suing_AI_companies_AParkin
    Artists whose work has been co-opted by AI are taking to court.
    Image: Alex Parkin / The Verge

    When The Atlantic published a searchable dataset of works used to train AI, Kirk Wallace Johnson, like a lot of artists, looked for his name out of curiosity. And, like a lot of artists, he found it. Essentially, his books, like The Feather Thief and The Fishermen and the Dragon — nonfiction tomes that he spent “five to six years researching, writing, and investigating” — had been pirated and fed to a chatbot. He says he felt a “cocktail” of emotions: “anger over the brazenness of the theft, worry over what this means for writers, and a healthy thirst for revenge on these massive corporations that have become galactically wealthy” using his intellectual property.

    He proactively reached out to Susman Godfrey, the law firm already leading the case against Anthropic on behalf of authors, because he saw their suit as a “middle finger on behalf of everyone that has tried to create something.”

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  • Emma Roth

    Emma Roth

    Deezer says AI music now makes up half of all daily song uploads.

    The music streaming platform receives almost 90,000 AI-generated tracks each day, a jump from the 75,000 it last reported in April. Using its AI music detection tool, Deezer now says it will take down AI tracks “used to generate fraudulent streams,” in addition to those that haven’t been streamed in six months or more.

  • I hate that I don’t hate this song made with Suno

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    Screenshot 2026-07-19 at 1.30.30 PM
    1010Benja won’t apologize for using AI.
    Image: 1010Benja / Instagram

    I would never go so far as to say there’s no place for AI in music (I’m a fan of Holly Herndon, after all). But I generally find music made with generative AI to be offensively boring, especially the outputs of Suno. So I’m having a bit of a tough time processing the fact that I actually quite enjoy 1010Benja’s “Semiramis’ Dream.”

    Benja has been unapologetic about his use of generative AI on his latest EP, Time Has Nothing To Do With What You Choose… The other three tracks can’t quite hold a candle to what you find on 2024’s Ten Total. But the opener “Semiramis’ Dream” is infectious. It explodes out of the speakers with a jungle beat and Benja’s incredible, obviously human voice front and center.

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  • Suno snatched millions of songs from YouTube, Genius, and Deezer

    A smiling computer surrounded by music notes connected like data points.
    A smiling computer surrounded by music notes connected like data points.
    So when is fair use actually just stealing?
    Cath Virginia / The Verge | Photo from Getty Images

    Suno data obtained in a hacking incident has exposed that the AI music generator was trained by scraping millions of songs and lyrics from online audio platforms, including YouTube Music, Deezer, and Genius, 404 Media reports. Given that Suno has avoided revealing what’s in its training datasets and how they were acquired, this a rare glimpse into what Suno has actually been taking from online platforms.

    That’s relevant because Suno has been the subject of several lawsuits that allege it used copyrighted materials to train its AI models. In a notable case filed by the Recording Industry Association of America (RIAA), Suno openly admitted that it does so, arguing that training on copyrighted materials and publicly available music files from the open internet is legally permitted under fair use doctrine. Whether or not a court agrees with that, an amendment filed by the RIAA last year also alleges that Suno unlawfully circumvented YouTube’s copyright protections by intentionally “stream ripping” tracks from the platform.

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  • Today’s Vergecast: The problem with Suno and AI music.

    AI-generated music is suddenly everywhere. On social media, music streaming services, and elsewhere, stuff made on Suno is becoming unavoidable. The Verge’s Terrence O’Brien joins David to talk about where Suno came from, whether it can truly change the way we create and consume music, and how we can and should respond to AI music. We also have some thoughts on whether these songs might someday be bangers.

  • SZA says musicians who support AI are “disgusting.”

    “I hope u have the life u deserve,” is just vicious.

    According to Variety, she posted a story dismissing AI-supporting musicians after taking to Instagram earlier to claim that 238 of her songs appeared in AI training data, likely referring to the searchable database posted by Atlantic.

  • The Atlantic created a searchable database of the music used to train AI

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    STK467_AI_MUSIC_CVirginia_B
    Image: Cath Virginia / The Verge

    Atlantic reporter Alex Reisner recently uncovered four datasets of music being used to train AI models and made them fully searchable for the public. Two of the sets are absolutely enormous at 12 million and 9 million tracks. The other two are much smaller, but still represent a significant amount of training data at over 100,000 songs each.

    According to Reisner, the sets have been downloaded thousands of times and, while it’s impossible to know exactly who has used them, Google and Stability have both confirmed they have in research papers. Some of the sources, like the Free Music Archive dataset, are free to stream for personal use but require licensing for commercial applications.

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