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Spotify says it has removed more than 75 million tracks it classifies as spammy and taken more than 50 million slop and spam tracks out of recommendations. The company also says thousands of artist profiles now carry AI Persona badges, while artists can identify AI assistance in song credits.
Spotify says it has removed more than 75 million “spammy tracks” from its platform and has labeled thousands of artist profiles with AI Persona badges. The update adds new figures to the streaming service’s effort to address spam and AI-generated music, and follows a plan announced over the summer to keep some AI-generated music out of recommendations.
In a statement cited by Stereogum, Spotify said it had also removed more than 50 million slop and spam tracks from recommendations. That figure concerns recommendation placements, while the 75 million figure refers to tracks removed from the platform; the statement does not specify the time period covered by either total.
The service said artists releasing AI-assisted songs can identify AI in the song credits. Spotify described the profile badges as “AI Persona” labels for AI-generated artists. The report does not give a full count of labeled profiles or explain the specific criteria for applying a badge.
Spotify said its detection process combines listener engagement and feedback, upload patterns, metadata and information from multiple third-party AI detection tools. It also described monitoring tactics including mass uploads, duplicate tracks, search-engine optimization manipulation, spammy playlist networks and artificially short tracks.
How Spotify Is Changing Music Discovery
The reported actions affect both what remains available on Spotify and what listeners may encounter through recommendations. Removing tracks can limit the reach of material the company identifies as spam, while taking tracks out of recommendations changes their visibility without necessarily removing them from the service.
AI Persona badges and optional AI credits also introduce ways for listeners and artists to identify AI involvement. The impact will depend on how Spotify applies the labels and how consistently artists use the credit option. The company’s figures indicate the scale of its enforcement activity, but do not by themselves show how much spam listeners still encounter or how the changes affect discovery for human artists.
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Spotify’s Summer AI Moderation Plan
Spotify announced its plan over the summer in response to the growth of AI-generated music on streaming services. As described in the report, the approach included AI Persona badges for AI-generated artists and keeping their music out of recommended playlists. The latest statement supplies reported enforcement totals and describes the signals Spotify uses to identify suspected spam.
The company’s language distinguishes AI-generated music from spam: its update discusses AI personas and AI-assisted song credits, while the removal figures are for tracks Spotify calls “spammy” or describes as slop and spam. The statement does not say that all AI-generated tracks are treated as spam or removed.
““No single signal catches slop or spam on its own, so we combine many: listener engagement and feedback, upload patterns, metadata, and information from multiple third-party AI detection tools.””
— Spotify, in a statement cited by Stereogum
What Spotify Has Not Specified
The statement, as reported, does not provide the time window for the 75 million removals or the 50 million tracks taken out of recommendations. It also does not explain how many tracks were removed specifically because they were AI-generated, how many were removed for other forms of spam, or whether tracks removed from recommendations remain searchable or playable elsewhere on Spotify.
Spotify says AI detection has limitations, but has not detailed the thresholds or review process used for removal and badges. The reported update also does not include independent verification of the totals or data on how listeners’ recommendations have changed. Those details would help clarify how the policy works in practice and how artists can challenge a mistaken classification.
How Spotify Updates Its Enforcement
Spotify says it will continue updating its systems as spammers adopt new tactics. The company’s statement points to mass uploads, duplicates, metadata and search manipulation, playlist networks and very short tracks as behaviors it monitors, but it does not announce a deadline or a new enforcement milestone.
Further information from Spotify could clarify the periods covered by its totals, the criteria for AI Persona badges and the process for artists who believe their music has been mislabeled or removed. For now, the company has described its methods and reported its totals, while the scale of any remaining problem is not specified.
Key Questions
What did Spotify say it removed?
Spotify said it removed more than 75 million tracks it called “spammy” from the platform. It separately said more than 50 million slop and spam tracks were taken out of recommendations.
What are AI Persona badges?
They are labels Spotify says it has applied to thousands of artist profiles identified as AI-generated personas. The reported statement does not set out the full criteria for receiving a badge.
Does Spotify say it is removing all AI-generated music?
No. The reported statement distinguishes AI-generated or AI-assisted music from tracks identified as spam. It says artists can identify AI assistance in song credits; it does not say all AI music is being removed.
How does Spotify identify suspected spam?
The company says it combines listener engagement and feedback, upload patterns, metadata and information from third-party AI detection tools. It also monitors patterns such as mass uploads, duplicate tracks and spammy playlist networks.
When were the tracks removed?
The reported statement does not specify the time period covered by the 75 million removals or the 50 million recommendation removals.
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