Spotify removes 50 million low-quality tracks from recommendation engine

Spotify has removed approximately 50 million tracks from its recommendation algorithms over the past 12 months, citing concerns over 'spam' and low-quality, AI-generated content. The streaming platform implemented these adjustments to prioritize human-made music within its discovery features.

Company representatives stated that their editorial teams have been instructed to exclude content classified as artificial 'slop' from promotional playlists and algorithmic feeds. Spotify reported that these internal policy changes have successfully reduced user complaints regarding the visibility of low-effort AI audio content.

While the company has not instituted a universal labeling requirement for all AI-assisted music, it has introduced an 'AI Persona' badge for specific tracks. This move reflects a broader industry challenge as streaming platforms struggle to manage the influx of automated content generated by increasingly accessible AI tools.