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Washington and Lee University School of Law

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Artificial Intelligence And Transformative Use After Warhol, Gary Myers Dec 2023

Artificial Intelligence And Transformative Use After Warhol, Gary Myers

Washington and Lee Law Review Online

The Supreme Court’s recent decision in Andy Warhol Foundation for the Visual Arts, Inc. v. Goldsmith clarifies the scope of transformative use and the role of these uses in the fair use analysis. This important case has implications for a fair use analysis of artificial intelligence. This article evaluates the interaction between copyright law’s fair use doctrine and typical sources and uses for artificial intelligence. In other words, the article will assess whether or not the use of copyrighted material to “train” AI programs—AI inputs—and the products of AI programs—AI outputs—are likely to found to be transformative in light of …


Creativity Without Ip? Vindication And Challenges In The Video Game Industry, Bj Ard Oct 2022

Creativity Without Ip? Vindication And Challenges In The Video Game Industry, Bj Ard

Washington and Lee Law Review

This Article intervenes in the longstanding debate over whether creative production is possible without exhaustive copyright protection. Intellectual property (IP) scholars have identified “negative spaces” like comedy and tattoo art where creativity thrives without IP, but critics dismiss these examples as niche. The video game industry allows for fresh headway. It is now the largest sector in entertainment—with revenues greater than Hollywood, streaming, and music combined—yet IP does not protect key game elements from duplication. Participants navigate this absence using non-IP strategies like those identified in negative-space industries: AAA developers invest in copy-resistant features while indie game developers rely on …