Amazon, which started off selling books, is destroying rare texts to train AI

TechCrunch AI News

Summary

Amazon is purchasing and destroying rare books to scan them for AI model training data, raising ethical and data sourcing concerns in LLM development.

Rare books are incredibly valuable for training LLMs, since these models have already trained on whatever's available online.
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# Amazon, which started off selling books, is destroying rare texts to train AI | TechCrunch Source: [https://techcrunch.com/2026/08/17/amazon-once-an-online-bookseller-is-destroying-rare-books-to-train-ai-models/](https://techcrunch.com/2026/08/17/amazon-once-an-online-bookseller-is-destroying-rare-books-to-train-ai-models/) In Brief Posted: 9:38 AM PDT · August 17, 2026 ![wall of bookshelves stacked with books](https://techcrunch.com/wp-content/uploads/2026/08/GettyImages-601797365.jpg?w=1024)**Image Credits:**Studio 642 / Getty ImagesAmazon is buying tons of rare books, cutting off their spines, and scanning them for AI training, according to[404 Media](https://www.404media.co/we-tracked-a-shipment-of-rare-books-it-ended-at-an-amazon-ai-training-facility/), which placed a tracking device in a rare book that ultimately arrived at an Amazon facility in Las Vegas\. The facility, known as VGT3, identifies itself with a symbol of a dinosaur holding a book in its claws\. Amazon told 404 Media in a statement that it “purchases books through commercial channels to improve the products and services customers use\.” Companies like Amazon need unfathomably large amounts of text to train their LLMs, which have already ingested what they can from the internet \(and, in Anthropic’s case, illegally[pirated](https://techcrunch.com/2026/07/20/anthropics-landmark-1-5b-copyright-settlement-is-approved/)books\)\. Rare books, especially ones that are out of print or impossible to find on the internet, offer a new source of coveted training data\. These texts are especially valuable since there’s no chance that anything published before 2022 was written by an LLM\. When LLMs train on AI\-generated text, they risk “[model collapse](https://techcrunch.com/2024/07/24/model-collapse-scientists-warn-against-letting-ai-eat-its-own-tail/),” which can occur when the quality of an LLM’s outputs degrade after ingesting too much AI\-generated text\. ### Newsletters Subscribe for the industry’s biggest tech news ## Related ## Latest in AI

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