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Spotify 從推薦內容移除超過 50 million 首 AI 生成低質或垃圾歌曲

Spotify pulled 50 million AI slop and spam tracks from its recommendations

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Spotify 表示,過去一年從用戶推薦中移除超過 50 million 首被視為 AI 生成低質或垃圾內容的歌曲,並調整推薦系統以突出更多人類音樂人的作品。Spotify 尚未要求所有 AI 曲目加上標籤,但推出「AI Persona」徽章,並不推薦採用 AI 身份、且不代表真實人物的音樂人所創作的音樂。

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Spotify has also made changes to its music recommendation system to highlight songs from human artists.

Spotify has also made changes to its music recommendation system to highlight songs from human artists.

by Emma Roth

Oct 20, 2026, 2:18 PM UTC

Spotify’s logo

Spotify’s logo

Illustration by Nick Barclay / The Verge

Emma Roth

Emma Roth

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO.

Spotify says it has removed more than 50 million songs considered AI-generated slop or spam from user recommendations over the past year. That’s according to an announcement on Tuesday, which says Spotify has also made changes to its recommendation system to highlight more music made by human artists.

“Our editors hold the same standard and don’t program content identified as slop or spam,” Spotify says. “Since we made these changes, we’ve seen a marked decrease in listener concerns about this content showing up in recommendations.”

Though Spotify has stopped short of mandating labels on all AI tracks, it launched an “AI Persona” badge for artists that use an AI identity and don’t represent a real person. It also won’t recommend music from AI personas. Other music streaming platforms are taking a tougher stance on AI music, with YouTube Music putting labels on AI songs, Deezer giving users an option to filter out AI slop, and Bandcamp banning AI music entirely.

Spotify says it uses a combination of listener engagement and feedback, upload patterns, metadata, and third-party AI detection tools to determine whether a track may be AI-generated slop. Last year, the company said it took down more than 75 million songs identified as spam. It’s also partnering with Universal Music Group and the independent music publisher Believe to launch a tool for creating AI music remixes.

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來源:The Verge · AI · theverge.com