Spotify 移除超 5000 万首 AI 生成低质与垃圾歌曲，推荐转向突出人类艺术家
Spotify pulled 50 million AI slop and spam tracks from its recommendations
- 1Spotify 称过去一年已将超 5000 万首 AI 生成低质或垃圾歌曲移出用户推荐
- 2推荐系统同步调整以突出人类艺术家作品，官方称听众相关顾虑明显减少
- 3未强制所有 AI 曲目标注，只为非真人 AI 身份推出 AI Persona 徽章且不予推荐
- 4YouTube Music 打标签、Deezer 可过滤、Bandcamp 全面禁止 AI 音乐
流媒体平台开始在分发端主动过滤 AI 批量生成的低质内容，靠 AI 灌量获取推荐曝光的通道正在收窄。
- 影响：依赖 AI 批量生成内容做分发的团队，推荐曝光面临收紧风险；平台区分 AI 与真人内容会趋常态化，内容来源需可说明；各平台尺度不一，跨平台分发要逐一对规。
- 参考：可考虑盘点自有内容中 AI 生成部分的占比与标注方式；用 AI 生成音频做营销的团队值得先测其在各平台推荐中的曝光，再决定预算分配。
- 依据：移除规模与标准均出自 Spotify 官方公告，尚无独立验证；判定依赖听众反馈、上传模式、元数据和第三方 AI 检测工具。
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
Illustration by Nick Barclay / The Verge
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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- Emma Roth
来源：The Verge · AI · theverge.com