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Federal judge rules it's 'fair use' for Anthropic to destroy rare books to feed to AI language models
Post Millennial ^ | July 28, 2026 | Libby Emmons

Posted on 07/30/2026 7:16:31 AM PDT by Red Badger

The ruling does change the fundamental nature of what the books were intended for: they were intended to be read by human beings, not used as training for machines to replace human thought and ingenuity.

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AI companies are buying old books, scanning them, then destroying them. Anthropic has been buying the books to feed the machine with human knowledge and ideas written down before the AI era, so only books with publication dates before 2022 will do. Once they have the books, they rip off the spines, feed them through a scanner, and then on into the gaping maw of the AI LLMs that consume everything, including, eventually, themselves.

The revelations came out in a lawsuit brought by authors who said the destruction violated the Copyright Act. Federal judge for the Northern District of California William Alsup ruled that the bulk buy, scanning, and destruction is fair use under Section 107 of the Copyright Act. As far back as 2024, Anthropic, which has come under fire by the Trump administration over national security concerns, said "We don’t want it to be known that we are working on this." It's not a good look to be destroying books.

The suit reads that authors Andrea Bartz, Charles Graeber, and Kirk Wallace Johnson were a few of the authors whose books were bought by Anthropic. For use in Claude, Anthropic "assembled these copies into a central library of its own, copied further various sets and subsets of those library copies to include in various 'data mixes,' and used these mixes to train various LLMs. Anthropic kept the library copies in place as a permanent, general-purpose resource even after deciding it would not use certain copies to train LLMs or would never use them again to do so." The authors had not agreed to this and these copies of their books were taken permanently out of circulation, never to be read by human eyes again.

Anthropic is one of these companies that has been buying physical books in bulk to rip apart, scan, then destroy, in service to its AI model Claude. Any books will do, even if that book is the very last copy of that book in the world. Legally, this is allowed under the first-sale doctrine, which permits a book-buyer to do whatever they want with that book object, without a need for the copyright owner's permission. It's an object, like a pair of shoes or a blender.

The ruling reads: "every purchased print copy was copied in order to save storage space and to enable searchability as a digital copy. The print original was destroyed. One replaced the other. And, there is no evidence that the new, digital copy was shown, shared, or sold outside the company."

In the suit, a judge found that because Anthropic was using the books in a way that fundamentally transformed them into something else, in this case turning them from books into raw data that will have no reference to their original self, and that this constituted fair use. Previous to the bulk buying of books, Anthropic pirated books or bought pirated books. They looked to former head of Google Books' scan project Tom Turvey to come in and get more data to feed the LLM. That data was not just information but also style and tone, proprietary authorial elements.

There's lots of companies that are willing to do the selling. ISBNdb claims to have the "world's largest book database," and says "the world's best AI training data is sitting on a shelf." They also promise not to reveal who is doing the bulk buying, knowing that no AI company wants to be the subject of a headline about how they're destroying millions of books at a go.

ISBNdb says that AI training on AI material results in data degradation. "Not all data degradation is intentional," says ISBNdb. "When AI systems train on text that was itself AI-generated, a documented phenomenon called model collapse occurs: subtle linguistic nuances vanish, systematic errors compound, and outputs converge on repetitive patterns. Each generation trained on synthetic data is slightly worse than the last. Print books from the pre-LLM era are structurally guaranteed to be free of this contamination. That alone is a significant advantage."

404 Media spoke to a bookseller who said that bulk orders from his store have resulted in the destruction of out-of-print books for which there are only single copies remaining. "I personally have mixed feelings about all of this," said the bookseller. "It benefits me financially as well as by clearing out old inventory that is otherwise unlikely to sell. I’ve been well-suited for these sales with inventory from overseas and foreign language books. On the other hand, I don’t like the end-use, and I don’t like that uncommon books are being pulped."

The ruling reads: "This order grants summary judgment for Anthropic that the training use was a fair use. And, it grants that the print-to-digital format change was a fair use for a different reason. But it denies summary judgment for Anthropic that the pirated library copies must be treated as training copies." The ruling does change the fundamental nature, however, of what the books were intended for: they were intended to be read by human beings, not used as training for machines to replace human thought and ingenuity.

As it stands, Anthropic and other AI companies that are developing and furthering their large language models for use both as information and writing tools are permitted to take books out of circulation, feed them to the LLM, and destroy them, without concern for copyright law or, as it turns out, the preservation of the scope and breadth of human history, knowledge, experience, and creativity.


TOPICS: Business/Economy; Computers/Internet; History; Society
KEYWORDS: agitprop; ai; anthropic; literature; pages; panicporn

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1 posted on 07/30/2026 7:16:31 AM PDT by Red Badger
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To: xsmommy; Louis Foxwell; secret garden; VRWCmember; SoothingDave; Texan5; NicknamedBob; ...

Word for the Day Ping List.

What say you?.................


2 posted on 07/30/2026 7:17:25 AM PDT by Red Badger (Iryna Zarutska, May 22, 2002 Kyiv, Ukraine – August 22, 2025 Charlotte, North Carolina Say her name)
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To: Red Badger

People are going nuts over this. And acting like the books won’t exist after they are fed into AI.

They are idiots. If someone wants the book...go buy it nothing is stopping them.


3 posted on 07/30/2026 7:18:49 AM PDT by for-q-clinton
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To: Red Badger

The question is why are the books being destroyed rather than re-sold or placed in a museum / library? Once a paper book is destroyed the electronic version can be altered or deleted.


4 posted on 07/30/2026 7:21:09 AM PDT by GreatRoad ('In a time of universal deceit, telling the truth is a revolutionary act' )
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To: for-q-clinton

Once anything is digital, it can be changed. That is the worry. The anti-American propaganda that our public schools are largely teaching our youth is already bad enough.


5 posted on 07/30/2026 7:22:30 AM PDT by Freee-dame (The left never dreamed that Trump would be back in the White House in 2025. )
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To: GreatRoad

The movie Rollerball with James Khan comes to mind.


6 posted on 07/30/2026 7:23:36 AM PDT by GreatRoad ('In a time of universal deceit, telling the truth is a revolutionary act' )
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To: Red Badger

I would have them make sure there were other copies out there before taking a book apart to scan it.

Or at least MEMORIZED like in “Fahrenheit 451” or “The Book of Eli”.

(Loved the movies by the way!)


7 posted on 07/30/2026 7:25:59 AM PDT by left that other site ( For the Lord is our judge, the Lord is our lawgiver, the Lord is our king; He will save us Is.33:2h)
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To: for-q-clinton

I WANT the old literature and writings to be integrated into the AI. The AI people are NOT buying one-of-ones. But let’s take a significant rare book that’s important, Margaret Sanger’s “Pivot of Civilization”, or Lothrop Stoddard’s “The Rising Tide of Colour”. Yes, a copy of each will be destroyed. Quite likely NOT a First Edition. The books are uncommon, but not one of a kind. This is the book version of taking a 1970 Dodge Challenger, and destroying it for a Dukes of Hazzard jump so that millions can see a cool video. George Gilder’s “Sexual Suicide” was a success as the only major anti-Woman’s Lib book of the early ‘70s, but the feminists at New York Times Publishing made sure it was never reissued. Gilder wrote an update (”Men and Marriage”) in the ‘80s for a small publisher (Pelican Press), but that is really a different book. I hope that AI vendors buy a copy for $59 on ABEbooks and tears it apart so that we can get at the information.


8 posted on 07/30/2026 7:27:56 AM PDT by Dr. Sivana ("Whatsoever he shall say to you, do ye." (John 2:5))
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To: Red Badger

Hire the people who are losing their jobs to AI to type in the contents of the books and then check to see that they have been inputted properly. Then you can send the books off to Africa or something.


9 posted on 07/30/2026 7:28:24 AM PDT by x
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To: GreatRoad

I’m assuming they have to shear off the bound edge to get flat sheets to scan. Kinda hard to fix after that.


10 posted on 07/30/2026 7:30:13 AM PDT by pingman (Hi Ho Silver! AWAY!)
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To: Red Badger

“Not all data degradation is intentional”


11 posted on 07/30/2026 7:30:50 AM PDT by BenLurkin (The above is not a statement of fact. It is opinion or satire. Or both.)
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To: for-q-clinton

Maybe you do not realize many books go out of print. Many books go out of print in a few years, more popular ones can last a few decades.

Destroying them just for a legal glitch based on a black robed tyrants’ opinion is malignant ignorance.


12 posted on 07/30/2026 7:32:39 AM PDT by Skwor
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To: Red Badger

I shouldn’t say it, but you can probably find a pdf or epub of just about any book ever published online. Why don’t they just use those? And were all those books physically destroyed?

PS AI is weird. Sometimes they give incredibly bad information or advice based on what some kid posted on Reddit.


13 posted on 07/30/2026 7:33:33 AM PDT by x
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To: Red Badger

I shouldn’t say it, but you can probably find a pdf or epub of just about any book ever published online. Why don’t they just use those? And were all those books physically destroyed?

PS AI is weird. Sometimes they give incredibly bad information or advice based on what some kid posted on Reddit.


14 posted on 07/30/2026 7:33:33 AM PDT by x
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To: Red Badger

Thanks
BFL


15 posted on 07/30/2026 7:34:42 AM PDT by Faith65 (Isaiah 40:31)
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To: GreatRoad

I think he spelled his last name as Caan. :)


16 posted on 07/30/2026 7:37:22 AM PDT by xp38
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To: Red Badger
What a twist:
Fahrenheit 451 is a 1953 dystopian novel by American writer Ray Bradbury.

17 posted on 07/30/2026 7:39:13 AM PDT by higgmeister (In the Shadow of The Big Chicken! )
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To: Freee-dame

Once anything is digital, it can be changed. That is the worry.


Bingo. Even if you can print it, how do you know it’s still the original?


18 posted on 07/30/2026 7:41:10 AM PDT by dfwgator ("I am Charlie Kirk!")
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To: x

Physically destroyed? yes.....


19 posted on 07/30/2026 7:41:22 AM PDT by Red Badger (Iryna Zarutska, May 22, 2002 Kyiv, Ukraine – August 22, 2025 Charlotte, North Carolina Say her name)
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To: Skwor

So you’re saying there is only one book?

Ever heard of used book stores?


20 posted on 07/30/2026 7:43:39 AM PDT by for-q-clinton
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