Booksellers suspect AI firms are buying and then destroying rare books
Booksellers report AI companies purchasing rare books in bulk, raising concerns they may be destroyed to extract training data.

- AI firms are allegedly purchasing rare books in bulk, often under secrecy, to dismantle them for training data.
- Booksellers report receiving unusually high offers from buyers linked to AI companies.
- Preservationists and independent sellers warn of irreversible loss of cultural and historical texts.
- The practice raises ethical and transparency concerns about data sourcing in AI development.
Booksellers across multiple regions have noticed a troubling trend: AI companies are acquiring rare and out-of-print books in large quantities, often under nondisclosure agreements. Industry insiders suspect these purchases are not for resale or archival purposes but for dismantling the books to extract text for training large language models. The practice has drawn criticism from preservationists and independent booksellers who argue that rare texts are being lost to corporate data extraction without transparency or ethical consideration.
The trend highlights a growing tension between the AI industry's demand for training data and the cultural and historical value of rare books. Some booksellers report receiving unsolicited offers from buyers claiming to represent AI firms, with prices far exceeding market value. Others describe sudden disappearances of entire collections from secondhand markets, raising questions about the ultimate fate of these books.
Companies relying on rare book data for AI training may face reputational risks.
Highlights ethical dilemmas in AI data sourcing and cultural preservation.
- large language models (LLMs)
- AI systems trained on vast amounts of text data to generate human-like language.
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