YouTube adds ‘Made with AI’ labels to AI-generated music

YouTube has begun rolling out ‘Made with AI’ labels on YouTube Music player pages for songs created primarily with generative AI. Listeners can tap the label for more information, and YouTube says the feature will come to the main YouTube app later.

The new music label appears when generative AI played a significant role in a track. YouTube gives the example of a model generating both a song’s composition and vocals. The company has not published a completion date, geographic scope or platform-by-platform rollout schedule.

This player-page treatment extends YouTube’s existing ‘Made with AI’ disclosure, which indicates that content was meaningfully altered or synthetically generated with generative-AI tools. Under YouTube’s creator disclosure rules, uploaders must flag AI-created music when the music is the main focus of a video, including music fully or partly created or altered with AI tools. During upload, creators do this by selecting Yes for AI use in the Attributes section of YouTube Studio.

Industry partners use a separate metadata workflow. YouTube tells partners delivering music through DDEX or CSV to classify it as Fully gen AI, Partly gen AI or No gen AI. Its partner guidance puts generated structural layers, AI-assisted lyric or melody development followed by studio recording, and human-performed music paired with AI-generated video in the partly generative category. Ordinary pitch correction and automated mastering that adjusts equalization, compression or sonic balance qualify as No gen AI.

Declarations are not the system’s only input. YouTube says it combines music-partner information with its own detection tools. It may also apply an AI label automatically when content was made with YouTube’s generative-AI tools, carries qualifying C2PA provenance metadata, or is detected by internal systems as AI-generated or altered. Its provenance guidance says YouTube carries forward C2PA 2.1-or-later Content Credentials when they indicate that the entire video was made with AI.

None of those inputs establishes comprehensive detection. YouTube has not disclosed recall, precision, false-positive rates, audit results or an estimate of how much AI-generated music will be labeled. Nor has it explained exactly how the Fully gen AI and Partly gen AI partner categories map to the player-page label, leaving the threshold unresolved for some partially assisted tracks. When a partner provides no generative-AI value, YouTube treats the status as unknown unless other signals support a fully or partly generative-AI designation.

Creators can change an automatically applied disclosure in most cases, but YouTube says they cannot alter labels based on its own AI tools, C2PA metadata or manual review. The disclosure is a provenance notice, distinct from enforcement cases involving AI-assisted music streaming fraud. YouTube also says the label alone does not restrict a video’s audience, change how it is recommended or affect monetization eligibility. Repeated failure to disclose qualifying AI use can lead to a manually applied label and penalties that may include content removal or suspension from the YouTube Partner Program.