training data sourced without consent vs the artistic legitimacy of work no human authored

AI Art Ethics — Who Owns Work the Machine Made?

Generative models can produce paintings, music and prose at near-zero cost. The training data, in many cases, was scraped from artists who never consented and were never paid. The legal answer is unsettled across jurisdictions, but the ethical question is sharper: if the model learned a living artist's style and a stranger now sells outputs in that style, what does authorship even mean? And when the output is technically new but recognisably derivative, who bears the moral cost — the user, the model maker, or the platform that hosts it?

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An AI generates a masterpiece painting with no human creative input. Who owns the copyright?

The AI's creator companyNo one — it should be public domain

Research background

Ongoing court cases in the US and EU are testing whether training a model on copyrighted work counts as fair use or as infringement. The Stanford CRFM and the EU AI Act both treat training-data provenance as a first-class concern; the moral question of stylistic imitation runs ahead of the legal one.

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