AI Companies Unbind and Scan Millions of Books to Train Machine Learning Models

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Artificial intelligence developers are increasingly utilizing digitized physical books to train large language models, leading to the physical destruction of millions of printed volumes. To obtain the vast amounts of high-quality, structured text needed for AI development, specialized scanning operations purchase physical books, cut off their spines, and run the loose pages through high-speed scanners. This unbinding process permanently destroys the physical copies while converting them into digital datasets, prompting growing debate among authors and publishers regarding copyright permissions, compensation, and material waste.

  • Artificial intelligence companies rely on physical books because printed literature offers dense, high-quality, and structurally consistent language data compared to general internet text.
  • To digitize texts efficiently at scale, scanning facilities cut off the spines of books, allowing high-speed sheet feeders to process thousands of pages per hour.
  • The destructive scanning process leaves the original physical books unusable, resulting in millions of volumes being recycled or discarded after digitization.
  • Converted text is formatted into massive datasets that teach AI systems context, long-form reasoning, and specialized subject knowledge.
  • The widespread digitization of copyrighted books for training AI models has sparked lawsuits and regulatory scrutiny from authors, publishers, and legal experts.

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10 COMMENTS

  1. EU nations want to ban ALL SORTS of books and media…. While forcing you to pay public license fees for state sponsored "information"….. And then people pretend to care about some dusty hard copies.

    This is YOUR OWN MEDICINE, take it!

  2. This report is missing the larger point. The AI companies' entire business model is based on owning the entirety of human-produced data so they can dispense it (and its derivatives) incrementally, for a fee. They are destroying only one copy of a rare/antique book, but in the process they are claiming ownership of its contents, making all the other copies useless echoes of the original which now resides in the proprietary database of Anthropic/OpenAI. And it's shameful for the lax US laws to allow this to happen.

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