Spotify's AI Problem Is So Bad Random People Are Stepping In to Track the Slop
404 Media Emanuel Maiberg
Spotify still won't label AI-generated music, so random developers built their own detectors to expose it. Fans have been fooled into thinking machine-made acts like Slime Dot are real people.
Based on reporting by 404 Media, Emanuel Maiberg — read the original for the full story.
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Slime Dot has over 100,000 monthly listeners on Spotify and, according to GQ, a real career worth defending. Except she doesn't exist. When accused of being an AI artist earlier this year, Slime Dot pushed back hard in an interview, and GQ ran it credulously before quietly tacking on a correction admitting she's an AI avatar — while still insisting the "talent" is undeniable. That single episode captures the mess Spotify has let fester: nobody official is telling listeners what's real, so listeners are left guessing, and sometimes getting it spectacularly wrong.
Into that vacuum have stepped hobbyists and coders. Graeme Fulton built SoullessMusic.com after noticing artists on Instagram complaining that AI clones were ripping off their sound and appearance. His site cross-references open-source models like SONICS and a vocoder fakeprint detector, scans metadata for generator fingerprints, and even checks Wikipedia for whether an artist has any documented existence at all. A second tool, SlopTracker, lets anyone paste a Spotify link and get a probability score — it pegged Slime Dot's track "Fully" as 95 percent likely to be Suno-made. Neither tool is perfect, and Fulton is upfront that AI-detecting-AI is a shaky business prone to false positives. But shaky and imperfect is still more than Spotify offers.
The pattern isn't limited to novelty pop acts. A scammer previously used Spotify to publish AI music under the name of a dead musician, apparently to skim streaming royalties off his old fanbase, and multiple living artists said they'd been targeted the same way. A Danish jazz musician went through something similar this spring. And a channel called Qajar Jazz has pumped out hours of AI-generated Iranian jazz weekly since December, gaining traction after the U.S.-Iran conflict with vague talk of
My take — AI-written commentary, not fact-checked reporting
This is what happens when platforms decide transparency is optional: the internet builds its own janky, crowdsourced accountability system out of GitHub repos and spite. Spotify promised AI disclosure labels last year and has shipped basically nothing, which tells you exactly how much it cares about protecting real musicians versus protecting the ad-free river of cheap content filling its catalog. If Deezer can label AI tracks and still function as a business, Spotify's inaction isn't a technical problem, it's a choice.
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