AI’s Book Feast: Secondhand Sales Feeding Chatbots

Sun Sep 06 2026 03:08:43 GMT+0000 (Coordinated Universal Time)

Picturesque booksellers face strange bulk orders that may be training AI. Are nostalgic titles being pulped to power generative bots?

Independent bookshops are stunned as mystery bulk orders arrive that dwarf weekly sales. A 2025 US court decision cleared AI firms to use purchased books for training, sparking concerns about books being destroyed in "Project Panama." Booksellers worry about the ethical cost of recycling rare editions, while a surge in secondhand sales may simply provide fresh content for AI models. Key players include Stuart Manley of Barter Books and Derek Walker of McNaughtan’s, who express both relief at sales and unease at the idea of destruction. A landmark ruling highlighted the transformative nature of AI use, leaving a trail of questions about copyright, ethics, and the future of printed literature.

Secondhand book sales are booming.

Independent booksellers have logged massive orders that surpass a month’s worth. Stuart Manley of Barter Books in Northumberland sold a bulk that would otherwise take a week, sending him perplexed and curious.

In 2025, a U.S. court ruled that using such books for AI training was not a copyright breach. Judge William Alsup said the books’ use was “exceedingly transformative,” giving Anthropic’s Claude chatbot clearance. When the papers were released, notes about destructive scanning and a project dubbed *Project Panama* surfaced.

Destructive scanning means books are shipped to sites for rapid digitisation. Spines are removed, pages are scanned, and remaining bits are recycled. This process, intended to feed large language models, has left booksellers uneasy because some rare editions vanish with no trace.

Booksellers face a dilemma. Derek Walker of McNaughtan’s points out that while a 100‑copy academic text may not be a huge loss, destroying a sole 18th‑century edition is far more consequential. Yet many titles languish on shelves; Manley sees a chance to profit and recycle.

While AI may benefit from fresh, diverse text, the practice raises legal and ethical questions in the UK, where permission from copyright holders is required, according to Oxford professor Emily Hudson.

Want to explore AI and tech trends? Sign up for our Tech Decoded newsletter.