Science & Tech · Big Tech & Internet · 2 hrs ago
Spotify Removes 50 Million AI Tracks From Recommendations
Spotify removed more than 50 million AI-generated tracks from recommendations after identifying them as slop or spam.
The tracks are still on Spotify, but listeners have to seek them out rather than find them through recommendations.
Spotify says it changed its system over the past six months to surface more music made by human artists.
It uses listener feedback, upload patterns, track details and outside detection tools to identify likely slop or spam.
Spotify also labels some AI identities as AI Personas and excludes them from recommendations, unless a listener follows their profile.
The changes come as other music services add AI labels, offer filters or restrict AI music.
Spotify says its work to curb AI slop is not finished as the technology and the people misusing it continue to change.
Spotify said it removed 50 million AI-generated tracks from users’ recommendations this year.
The tracks remain on the platform but are not recommended algorithmically or editorially.
Spotify said it separately pulled more than 75 million tracks completely after they were flagged as spam.
The company said it had updated its recommendation system over the past six months to reduce slop and spam.
Spotify also said thousands of profiles are labeled as AI Personas and excluded from recommendations unless users follow them.
- Who
- Spotify.
- What
- The company removed 50 million AI-generated tracks from recommendations while leaving them available on the platform.
- When
- The removal took place this year; Spotify disclosed the figure on October 20, 2026.
- Where
- Spotify’s streaming service.
- Why
- Spotify said it aims to keep AI slop and spam out of recommendations and protect the listening experience.
This story does not have two clearly opposing sides.
Spotify said it examined tracks listeners were skipping, ignoring, or saying they did not want to hear.
Spotify said it made updates to its recommendation system to remove slop and spam.
Spotify disclosed that 50 million AI-generated tracks had been removed from recommendations this year.
- Tracks removed from recommendations
- 50 million
- Tracks pulled completely as spam
- More than 75 million
- Recommendation-system updates
- Over the past six months
- AI Persona profiles labeled
- Thousands
3 sources
What people are saying
AI-generated slop and spam don't belong in your recommendations, and we've made changes to keep them out and protect the listening experience
This work isn’t finished