404 Media
Important
AmazonTraining DataCopyrightAmazon Cutting Up Rare Books to Train AI Models
August 17, 20264 min read
Investigative reporting traced rare books to an Amazon facility in Las Vegas where spines are being cut and pages scanned specifically for AI training data.
Why it matters
The practice highlights the extreme lengths companies are going to for high-quality training data and raises fresh questions about preservation, copyright, and the destruction of physical cultural artifacts.
An investigation by 404 Media placed tracking devices in shipments of rare books and followed them to Amazon’s VGT3 facility in Las Vegas. There, the books’ spines are being cut off and the pages scanned at scale for use in AI training datasets.
The reporting shows that Amazon is operating a dedicated book-digitization pipeline that prioritizes volume and machine readability over preservation of the physical objects. Once scanned, many of the books are effectively destroyed as collectible or archival items.
The story has sparked debate about the ethics of destroying rare physical books to feed AI models, especially at a time when high-quality text data is increasingly scarce and valuable.