Why IP’s AI Debate Is Really About Market Power
Abstract
We are repeatedly told that artificial intelligence (AI) systems cannot be considered human inventors or authors.The transatlantic (EU and US) debate is fixated on the output: who ''created'' it, who ''owns'' it, and whether it is ''original''.Meanwhile, the real contest is upstream: who gets to ingest protected content at scale, under what conditions, and with what disclosure.This is where the EU and the US diverge.The EU's posture is structural and ex ante; it seeks to regulate inputs through textand-data-mining rules, opt-out mechanisms, and transparency requirements.The US posture is doctrinal and ex post; it guides courts to stretch fair use and other IP doctrines to accommodate industrial-scale training while treating market reconfiguration as a secondary issue.Each approach has its own internal logic.Each also has a blind spot: market power.In our view, in the context of generative AI (GenAI), the decisive legal question is no longer whether an output resembles a protected work, but whether the training pipeline constitutes a private gatekeeper over culture and knowledge.When a small set of actors can aggregate the world's creative corpus, combine it with computing, and then distribute synthetic substitutes at scale, the familiar IP story about rewarding creators and inventors becomes incomplete.The risk is not only an uncompensated extraction.It is the emergence of an ''input monopoly'' that reshapes markets by controlling data, computing, and distribution.We will illustrate our argument with a few examples.In Bartz v. Anthropic and Kadrey v.
Fields of Study & Subjects
Law
AI
and Intellectual Property
Digitalization
and Regulation
Intellectual Property Law
Publication details
- Journal / source
- GRURRR. Gewerblicher Rechtsschutz und Urheberrecht, Rechtsprechungs-Report/GRUR-DVD/GRUR-CD/IIC/Gewerblicher Rechtsschutz und Urheberrecht/Gewerblicher Rechtsschutz und Urheberrecht. Internationaler Teil
- Volume
- 57
- Issue
- 1
- Pages
- 1–4
- Publication date
- 1 January 2026
- Language
- EN