Spotify said it pushed 50 million AI-generated tracks out of its recommendation systems in 2026, marking a major effort to keep spam music from flooding users' personalized accounts.
The company also said it removed 75 million tracks flagged as spam, underscoring the scale of artificial intelligence music on streaming platforms.
Here's what to know
On its For the Record blog, Spotify detailed how it had been working to contain "AI-generated slop and spam" across the service, according to Variety.
The 50 million-track figure refers to songs that are still available on Spotify but are no longer surfaced through algorithmic or editorial recommendations.
Spotify said it analyzed what listeners were skipping, ignoring, or rejecting and found a pattern.
"These tracks were consistently ones identified as slop or spam," the company stated. "We've made numerous updates to our recommendation system to remove slop and spam and surface more music made by authentic, human artists."
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Seventy-five million "spammy" tracks were removed from the platform for "serious or repeated violations" of the platform's rules.
More background
The issue extends beyond Spotify.
Music platforms are facing pressure to tell users when AI has been involved in a song's creation and to prevent low-quality, misleading, or copycat uploads from drowning out legitimate artists.
YouTube Music has introduced labels for AI-powered tracks, joining Apple Music and Tidal, while Tidal has said AI-enabled songs will not be monetized on its platform.
The AI boom also carries implications far beyond playlists.
AI can help optimize the energy grid by forecasting demand and improving how utilities integrate wind and solar power, but the data centers behind generative AI also consume significant amounts of electricity and water for cooling. AI's risks include higher energy demand, cost pressures, misuse, security concerns, and more.
For listeners, recommendation systems packed with junk tracks can make music discovery difficult and drive users away from these platforms. For musicians, AI uploads can blur artist identity, compromise human-made work, and compete for attention.
Spotify's data shows slop and spam do not resonate with audiences, as it stated that AI-generated songs are 10 times more likely to fall below the 1,000-stream threshold required to earn royalties on the platform.
What's being done?
Spotify's system for detecting slop or spam relies on listener engagement and feedback, upload patterns, metadata, and information from third-party AI detection tools. Spotify stated that it will continuously evolve this system as spammers change their tactics.
It also noted, "Our editors hold the same standard and don't program content identified as slop or spam."
Spotify said it has added more transparency tools, such as its AI Credits feature, which allows artists to submit credits showing exactly which roles and instruments were generated with AI. It also uses Verified by Spotify and AI Persona badges to give listeners an easy way to identify real and artificial artists.
AI Persona profiles are excluded from recommendations unless a user actively follows them, a policy meant to limit passive discovery of synthetic characters.
Since implementing these tools over a year ago, Spotify said there has been a "marked decrease" in listener complaints about slop and spam material.
"This work isn't finished," Spotify stated. "AI moves fast, and bad actors adapt just as fast. But as AI makes music more abundant, we believe listeners will value human artistry even more."
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