Three major publishers and a bestselling author have filed a class action lawsuit against Google, accusing the tech giant of widespread copyright infringement by using their works to train its Gemini artificial intelligence models without permission or compensation. The lawsuit, filed by Hachette Book Group, Cengage Learning, Elsevier, and author Scott Turow, marks the latest salvo in the publishing industry’s escalating legal battle against AI companies over training data practices.
Publishers are taking Google to court over allegations that its Gemini AI was trained on copyrighted works without authorization. (Image: succo / Pixabay)
The Core Allegations
The complaint, first reported by Engadget, alleges that “Google reproduced millions of copyrighted works without permission, without providing any compensation to authors or publishers, and with full knowledge that its conduct violated copyright law.” The publishers further claim that Google stripped copyright management information (CMI) from the works it used in training data to conceal the source of the materials.
Beyond the training phase, the lawsuit argues that Google’s Gemini AI actively facilitates the creation of derivative or copycat works that substitute for the original copyrighted content. The suit states that “Google also knows that absent appropriate guardrails, Gemini will continue to produce outputs that substitute for copyrighted works on which it was trained. Yet Google has failed to implement effective guardrails.”
A Growing Pattern of Litigation
This lawsuit is far from an isolated incident. The publishing and literary industries have been increasingly aggressive in pursuing legal remedies against AI companies that have trained large language models on copyrighted material without authorization. Several of the same parties already have a similar class action suit underway against Meta over its AI training practices.
The landscape of such cases has been mixed. A group of writers secured an initial $1.5 billion settlement with Anthropic in 2025 over a copyright case involving the Claude chatbot, but the settlement was rejected by the presiding judge for being “nowhere near complete.” Meanwhile, efforts by authors to hold Meta accountable for copyright infringement in its AI training fell short last year, and a separate pair of authors has also taken aim at Apple for allegedly using their works without license.
What This Means for AI and Publishing
The outcome of this lawsuit could have significant implications for how AI companies source training data going forward. If the publishers prevail, it could force Google and other tech firms to license copyrighted material explicitly, potentially reshaping the economics of large language model development. The case also highlights the ongoing tension between the rapid pace of AI advancement and the existing legal frameworks designed to protect intellectual property.
As generative AI continues to evolve, the question of fair compensation for content creators whose works power these systems remains one of the most contentious issues in technology today. This lawsuit against Google is the latest — and one of the highest-profile — attempts to find an answer.