AI Firms Are Shredding Millions of Books to Train Chatbots
Tech developers are purchasing print books by the millions, shearing off their spines, and scanning the pages to build clean training datasets.
Advertising disclosure: we may earn a commission when you join an operator via links on this page, at no cost to you. This never dictates our ratings. How we make money
Key takeaways
- AI companies are purchasing physical books by the millions for dataset collection.
- Firms slice off book spines to rapidly scan every page into AI training models.
- The original print copies are discarded immediately after digitization.
Tech firms are quietly purchasing physical books by the millions, slicing off their spines, feeding every page into scanners for training datasets, and tossing the paper scrap.
From paper to training data
Bigger AI models demand bigger hoards of clean, structured human prose. Raw web scrapes simply don't cut it anymore. Facing a bottleneck of high-quality digital text, developers are turning back to paper. They buy print runs en masse, cut them up for high-speed scanners, and convert pages into raw data. Once ingested, the ruined paper gets thrown out.
Why it matters
Training models takes massive data, and the rush to feed large language models is altering how print IP moves through the market. If you build or trade in decentralized AI, pay attention: this highlights why verifiable data sourcing matters. Crypto protocols are actively constructing decentralized data markets and tracking systems for IP. In that environment, proving where your training data actually came from will be a key advantage for Web3 AI projects.
Source: Decrypt
Top Crypto Casinos Right Now
🇮🇳 Showing sites that accept players from India Change country
Advertising disclosure: we may earn a commission when you join an operator via links on this page, at no cost to you. This never dictates our ratings. How we make money
SIGN UP BONUS 150%
- Taking bets since 1996, same owners the whole way
- Sportsbook, casino and poker on one balance
- Bitcoin out in 1–24 hours
Why we chose it: Thirty years of paying people, no ownership shuffles, no mass-confiscation scandal. You trade crypto choice and a modern interface for that.
More info Less info
- Online since
- 2011
- Licence
- Curaçao
- Min deposit
- $25
- Payout time
- 1–24 hours (crypto)
- KYC
- Required
Restricted countries: Australia, Austria, Germany, United Kingdom, France, Slovakia.
1st Deposit Bonus €500
- Withdrawals in 5–30 minutes
- $1 minimum deposit, 11 coins
- Esports depth nothing else here matches
Why we chose it: Best cashier and best esports book of the five, and the only one built crypto-first instead of crypto-bolted-on. It just cannot take Americans.
More info Less info
- Online since
- 2017
- Licence
- Curaçao Gaming Authority
- Min deposit
- $1
- Min withdrawal
- $10
- Payout time
- 5–30 minutes
- KYC
- Required
- Games
- 4,000+
Restricted countries: United States, United Kingdom, Netherlands, Curaçao, Aruba, Sint Maarten, Caribbean Netherlands, Spain and 13 more.
20% Cashback up to 10,000 USDT
- 17 coins, the widest cashier of the US-facing books
- $10 crypto minimum against $50 for cards
- Welcome free bet carries no rollover
Why we chose it: Widest coin support of anything that still takes Americans, with poker and esports on the same balance. The complaint record is why it is not higher.
More info Less info
- Online since
- 2004
- Licence
- Panama
- Min deposit
- $10
- Payout time
- Within 24 hours (crypto)
- Wagering
- None on the free bet, 10x on the crypto boost
- KYC
- Required
Restricted countries: Australia, United Kingdom, France, Netherlands, Malta, Slovenia, Panama, North Korea and 19 more.
Daniel Okoro
Daniel tracks crypto regulation and policy across the US, EU and Asia, with a decade in financial journalism.
