Anthropic, the tech company behind Claude, has recently faced comparisons to Ray Bradbury’s science fiction novel “Fahrenheit 451” after court disclosures revealed the existence of “Project Panama,” a covert artificial intelligence training program.
Published in 1953, “Fahrenheit 451” introduced Americans to the character of Guy Montag, a third-generation fireman tasked with burning books that have been replaced by shorter, more convenient media.
“Then, in the twentieth century, speed up your camera. Books cut shorter. Condensations. Digests. Tabloids. Everything boils down to the gag, the snap ending,” Bradbury said.
Recently, some Anthropic critics have found new meaning in “Fahrenheit 451” after the disclosure of “Project Panama” in California district court documents revealed that Claude’s training involved destructively scanning millions of books.
In a recent essay, “Fahrenheit 451 Anticipated AI,” Robin Bates, a former English professor at St. Mary’s College, compared the ideas of Bradbury’s fiction to “Project Panama.”
“[AI companies] are interested in locating and scanning every book in existence, which means that they share the global ambitions of the government in Bradbury’s novel,” he said.
Despite this unfortunate comparison, Anthropic’s lawyers argued the scanning constituted fair use under U.S. copyright law. Given that humans already purchase books and learn from them, AI is also free to glean information from world literature so long as it buys physical copies.
This reasoning is already consistent with jurisprudence. “The copies used to train specific LLMs were justified as a fair use. Every factor but the nature of the copyrighted work favors this result,” said U.S. District Court Judge William Alsup in the Anthropic ruling.
While tech companies are forbidden from pirating copyrighted books from online libraries, U.S. courts see no illegality in training AI on purchased content, given that the final product of this training is inherently transformative.
With these new regulations in mind, Anthropic’s “Project Panama” represents a new era in AI training where companies opt for digitizing physical materials.
In Australia, The Guardian recently interviewed several independent booksellers about their experience with AI-driven orders.
“They ordered, paid in advance, and they didn’t quibble over the postage … [but] it would have been about 30 to 40 books, and so finding them, packing them, making sure you hadn’t missed one out… It was just driving me nuts,” said Delfina Manor, an Australian bookseller.
Readers can check if a specific book was used for AI training by searching a new database launched by The Atlantic.
For Bradbury, Anthropic’s “Project Panama” might represent a prophecy substantiated. While books continue to be read by a community of at least 40% of U.S. adults, their gradual disappearance from shelves echoes the theme of technological change in his novel.
“The technology at issue [is] among the most transformative many of us will see in our lifetimes,” Judge Alsup said.
