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Aisha Zhaksylyk

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Sep 2026

The Rise of AI Training Data Licensing: Reassessing Fair Use and MarketHarm

The unlicensed use of copyrighted works to train generative artificial intelligence (AI) systems is among the most contested questions in contemporary copyright law. Courts and scholars remain divided on how the fourth fair use factor should apply to a process spanning data ingestion, model training, and commercial dep...

Aisha Zhaksylyk · 0 citations

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