When machines invent: How <scp>AI</scp> shapes patent litigation outcomes

Abstract Artificial intelligence (AI) is no longer merely a tool of invention. It has become an inventor. As AI systems increasingly contribute to the design and discovery of new technologies, their involvement raises novel challenges for patent law. This essay presents the first empirical test of whether jurors systematically perceive alleged patent infringement differently when a product is designed by AI rather than human engineers. In a controlled experiment involving a hypothetical patent dispute, participants were significantly more likely to find infringement, award higher damages, and judge business practices as less ethical when a putatively infringing device was designed by AI. These findings reveal a legally irrelevant but psychologically powerful distortion in adjudicating AI‐designed products, with serious implications for firms, innovation policy, and the future structure of patent incentives. We conclude by discussing strategies for business leaders, litigators, and policymakers as AI becomes a central actor in technological innovation.

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Publication Details

Journal
American Business Law Journal
Published
2026-04-27
DOI
https://doi.org/10.1111/ablj.70013
Primary Topic
Law, AI, and Intellectual Property
Type
article
Field-Weighted Citation Impact
0.00
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article

When machines invent: How AI shapes patent litigation outcomes

Joseph J. Avery, W. Michael Schuster
American Business Law Journal
Law, AI, and Intellectual Property
article

When machines invent: How AI shapes patent litigation outcomes

Joseph J. Avery, W. Michael Schuster
article en

Abstract

Abstract Artificial intelligence (AI) is no longer merely a tool of invention. It has become an inventor. As AI systems increasingly contribute to the design and discovery of new technologies, their involvement raises novel challenges for patent law. This essay presents the first empirical test of whether jurors systematically perceive alleged patent infringement differently when a product is designed by AI rather than human engineers. In a controlled experiment involving a hypothetical patent dispute, participants were significantly more likely to find infringement, award higher damages, and judge business practices as less ethical when a putatively infringing device was designed by AI. These findings reveal a legally irrelevant but psychologically powerful distortion in adjudicating AI‐designed products, with serious implications for firms, innovation policy, and the future structure of patent incentives. We conclude by discussing strategies for business leaders, litigators, and policymakers as AI becomes a central actor in technological innovation.

American Business Law Journal
University of Miami (US), University of Georgia (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 4%
Law, AI, and Intellectual Property
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