Mass downloading and vector conversion of copyrighted text, imagery, and code for analytical ingestion where the end-user query output is non-substitutive.
↳ Statutory Hook: 17 U.S.C. § 107 (Factor 1 Transformativeness)The legal characterization of high-dimensional neural network weights, embedding vectors, and diffusion model parameter checkpoints as potential derivative works.
↳ Statutory Hook: 17 U.S.C. § 101 (Derivative Works) & § 106(2)Binding SCOTUS 7-2 majority holding. Re-anchors Factor 1 to shared commercial licensing purpose and safeguards § 106(2) derivative work rights.
Adding new meaning or message does not satisfy Factor 1 if the secondary work shares the same commercial licensing purpose as the original.
Commercial AI image/text generators face heightened liability when output directly substitutes for creator licensing markets.
Binding SCOTUS Precedent (7-2 Majority)
“The Andy Warhol Foundation's commercial licensing of 'Orange Prince' to Condé Nast does not qualify as fair use under Factor 1. When an original work and a secondary use share substantially the same commercial purpose, Factor 1 weighs against fair use unless there is an independent transformative justification.”
Any new artistic meaning or expressive message tilted Factor 1 in favor of fair use (Campbell breadth).
AWF licensed 'Orange Prince' to Condé Nast for $10k magazine cover, directly competing with Goldsmith's photo.
Factor 1 re-anchored: Shared commercial purpose between original and secondary use defeats Factor 1 without independent justification.
Active constraint on generative AI training and output commercialization claims.
In 1984, Vanity Fair licensed a black-and-white portrait photograph of Prince taken by Lynn Goldsmith as an artist reference for Andy Warhol to create a silkscreen illustration. Vanity Fair paid Goldsmith a licensing fee and credited her. Unbeknownst to Goldsmith, Warhol created 15 additional artworks (the 'Prince Series'). In 2016, following Prince's death, the Andy Warhol Foundation licensed one of these works ('Orange Prince') to Condé Nast for $10,000 for a commemorative magazine cover, without crediting or paying Goldsmith.
On writ of certiorari to the United States Court of Appeals for the Second Circuit. The Second Circuit had reversed the District Court's finding of fair use in favor of the Andy Warhol Foundation.
Issue: Whether the first fair use factor, 'the purpose and character of the use' (17 U.S.C. § 107(1)), weighs in favor of the Andy Warhol Foundation when its licensing of the Orange Prince silkscreen shared substantially the same commercial purpose (magazine illustration) as Goldsmith's original photograph.
Warhol represents the most significant recalibration of fair use in three decades. It curbs thirty years of expanding 'transformative use' creep, re-anchoring Factor 1 to commercial substitution and safeguarding the statutory derivative work right under § 106(2). This ruling has seismic implications for generative AI developers training models on commercial datasets.
Andy Warhol Found. for Visual Arts, Inc. v. Goldsmith, 598 U.S. 504 (2023).