Anthropic has filed a legal defence against a copyright lawsuit by Universal Music Group, claiming its use of song lyrics in training the Claude chatbot qualifies as fair use, highlighting the legal and industry debates surrounding AI training and intellectual property.
Anthropic is seeking to shut down a copyright case brought by Universal Music Group and other publishers over the use of song lyrics in training its Claude chatbot, arguing that the process is legally transformative and therefore protected by fair use. In a filing on Monday, the company said the publishers could not seriously dispute that teaching a model with lyrics and other text is different from reproducing the works themselves.
The dispute turns on one of the most contested questions in artificial intelligence law: whether training on copyrighted material counts as fair use. Anthropic says Claude absorbs lyrics alongside trillions of other words in order to recognise patterns in language, support coding, research and document drafting, and generate outputs that are largely unrelated to music. Its lawyers say that makes the model a general-purpose tool rather than a substitute for songs or lyrics.
Anthropic also argues the publishers have not shown meaningful market harm, another factor a court may weigh in assessing fair use. The company pointed to remarks by Universal Music Group chief digital officer Michael Nash, who told investors last month that AI’s effect on the business would be “overwhelmingly net positive”, a comment Anthropic cites as undercutting the labels’ claim of damage.
The publishers, however, rejected the filing. In a statement to Billboard on Tuesday, a representative said there was “no excuse” for what they described as blatant infringement, adding that Anthropic was wrong on both the facts and the law and that the companies will respond in detail in their opposition brief. The case, first filed in 2023, sits within a wider wave of litigation over AI training, including separate music-industry suits against Suno and Udio that remain unresolved despite some licensing deals struck late last year.
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Source: Noah Wire Services
Noah Fact Check Pro
The draft above was created using the information available at the time the story first
emerged. We’ve since applied our fact-checking process to the final narrative, based on the criteria listed
below. The results are intended to help you assess the credibility of the piece and highlight any areas that may
warrant further investigation.
Freshness check
Score:
6
Notes:
The article references a filing from Monday, indicating a recent development. However, similar reports have appeared in the past two months, suggesting the narrative has been covered before. The earliest known publication date of substantially similar content is January 29, 2026. The article includes updated data but recycles older material, which raises concerns about originality. Given these factors, the freshness score is moderate.
Quotes check
Score:
5
Notes:
The article includes direct quotes from Anthropic’s filing and Universal Music Group’s representative. However, these quotes cannot be independently verified through online searches, as no online matches were found. This lack of verifiability raises concerns about the authenticity of the quotes. Unverifiable quotes should not receive high scores.
Source reliability
Score:
7
Notes:
The article is published on Billboard, a reputable source in the music industry. However, the article includes links to other sources, some of which are from niche or lesser-known publications. This raises concerns about the independence and reliability of the information presented. A source being “reputable within its niche” is not sufficient for a high score.
Plausibility check
Score:
6
Notes:
The claims made in the article align with industry trends and previous reports on similar legal battles involving AI and copyright. However, the article lacks supporting detail from other reputable outlets, and the quotes cannot be independently verified. This lack of corroboration raises questions about the plausibility of the claims. Claims that “align with industry trends” still require independent verification.
Overall assessment
Verdict (FAIL, OPEN, PASS): FAIL
Confidence (LOW, MEDIUM, HIGH): MEDIUM
Summary:
The article presents claims that align with industry trends but lacks independent verification and supporting detail from other reputable outlets. The quotes cannot be independently verified, and the source includes links to other sources of varying reliability. Given these concerns, the overall assessment is a FAIL.
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