Generative AI Training May Not Qualify for the Fair Use Defense

The Copyright Office report concludes that AI companies presumptively infringe copyright by using protected works for training, especially when models memorize outputs or compete directly with original creators. This stance challenges the fair use defense for commercial generative AI, as market dilution caused by style imitations weighs against transformative arguments. This guidance is critical for open data initiatives because it highlights the legal risks of using unlicensed creative works in AI datasets. It suggests that current open practices may face significant infringement liabilities, pushing developers toward licensed data sources. Consequently, open data ecosystems might need to adapt by implementing robust licensing frameworks to ensure compliance. The report encourages market-driven licensing solutions rather than immediate government intervention. Companies must consider these implications regardless of potential administrative changes. For the open data community, this underscores the urgent need to clarify legal boundaries, potentially accelerating the adoption of standardized, lawful licensing models for training data to mitigate infringement risks.

Source: natlawreview.com
Published on 2025-05-16

Generative AI Training May Not Qualify for the Fair Use Defense

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