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AI firms target rare books for training data, sparking 'dystopian' concerns

Created at 29 Jul · 3:26 PM1 source↑ Market-relevant
IN SHORT

AI companies, including Anthropic, are reportedly buying and scanning millions of physical books to train large language models, leading to concerns about the practice's impact on rare book markets and its 'dystopian' nature. A US judge ruled Anthropic's scanning process was protected by fair use.

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Key Numbers

twounusual enquiries received by a London bookseller
two millionbooks destroyed by an AI company
1,000 to one millionbooks sourced at a time for AI developers
2022year books published before are structurally guaranteed to be free of AI-generat
$1.5bnsettlement over claims relating to earlier use of pirated digital books

Who's Involved

Anthropic
AI company that bought and scanned millions of books for training data
London-based seller of rare books
Received unusual bulk purchase enquiries from anonymous buyers
US federal judge
Ruled Anthropic's book scanning process was protected by fair use
ISBNdb
Company offering bulk book-buying services to AI labs
AI firms target rare books for training data, sparking 'dystopian' concerns

↳ Why This Matters

This practice highlights a new frontier in the demand for AI training data, potentially impacting the rare book market and raising ethical questions about the destruction of physical media for digital purposes. The legal ruling on fair use could set a precedent for future AI data acquisition methods.

Key facts

  • AI companies are acquiring and scanning millions of physical books for training data.
  • Anthropic's 'Project Panama' involved buying, scanning, and destroying books.
  • The practice has led to unusual bulk purchase enquiries at rare bookshops.
  • A US federal judge ruled Anthropic's scanning process was protected by fair use.
  • Older printed books, particularly those published before 2022, are sought after.
  • Companies like ISBNdb are facilitating these bulk book purchases for AI labs.

AI companies are reportedly targeting rare bookshops, including those in London, to acquire physical books for training their large language models. Anthropic, the developer of Claude, is reported to have launched an internal program called 'Project Panama' where it purchased, scanned, and destroyed millions of second-hand books. This practice aims to obtain high-quality training data that predates the proliferation of AI-generated content online, with older books being particularly prized. Booksellers have reported receiving unusual, large-volume enquiries from anonymous buyers, mirroring similar reports across Europe. A US federal judge has ruled that Anthropic's method of buying books, scanning them, and destroying the originals falls under fair use protections. Companies like ISBNdb are now facilitating these bulk purchases, acknowledging the reputational risks associated with the practice, such as the headline 'AI company destroys two million books'.

Frequently asked questions

AI companies are acquiring physical books to use as training data for their large language models, aiming to improve writing quality and avoid 'low-quality internet speak'.

'Project Panama' was an internal program at Anthropic to buy, scan, and destroy millions of physical books for AI training data.

A US federal judge ruled that Anthropic's process of legally buying books, converting them to digital copies, and destroying the originals was protected by fair use.

Older printed works, particularly those published before 2022, are prized because they are considered structurally guaranteed to be free of AI-generated text.

What Happens Next

01Further scrutiny of AI companies' data acquisition methods.
02Potential for increased demand and prices for older printed books.

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Cadence

How It Developed

AI firms are reportedly targeting London's rare bookshops for training data.
Anthropic launched 'Project Panama' to acquire and scan millions of physical books.
Anonymous buyers made large, unusual enquiries to London booksellers.
Similar requests for obscure titles from anonymous buyers have been reported across Europe.
A US federal judge ruled Anthropic's book scanning process was protected by fair use.
Companies are now sourcing large quantities of older printed books for AI training.
ISBNdb offers bulk book-buying services, calling printed books 'the world's best AI training data'.

Sources

T1
AI firms targeting London’s rare bookshops in ‘dystopian’ hunt for training dataCity AM

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