green tea for breakfast

AI companies are facing a data problem of their own making: the open web is clogged with AI-generated text, and training new models on that sludge invites "model collapse," where machines degrade by eating their own output. One company is filling the need for human-written content by buying old printed books in bulk. As 404 Media reports, a book-database firm called ISBNdb pitches AI labs on pre-2022 print books as pristine training data. "The world's best AI training data is sitting on a shelf," its site says.

ISBNdb will sell scans of 1,000 to 1 million books and promises a "Strict NDA on every engagement" — because, it admits, "'AI company destroys two million books' is not a headline that generates sympathy." The company slices off a book's spine and feeds the loose pages through a machine, the same thing Anthropic did to millions of books. A judge ruled it legal because the paper originals were destroyed.

The first-edition of The Joy of Gay Sex, published in 1977, declared, “Vegetable shortening may be the best lubricant, since it is not only greasy but also digestible”[4] Such a statement perhaps gives new meaning to the companies boastful declarations that “Its digestible” and “Crisco has been making life in the kitchen more delicious for years.”  Similarly, in the 1978 sex manual The Advocate Guide to Gay Health, Crisco even earned an entry in the book’s index.  Discussions of the shortening’s use as an anal lubricant indicate its popularity, with statements such as: “The lubricant, typically the cultic Crisco, must be copious.”[5]  In fact, Crisco was so synonomus with gay sex that discos and bars around the world took on the name, such as Crisco Disco in New York City, which was one of the premiere clubs during the 1970s and early 1980s.  Other clubs or bathhouses, such as Club Z in Seattle, even featured murals with Crisco.  Thus, Crisco was conversely also one of many things that led to the formation of gay identities during the 20th century.

from this essay: http://www.columbia.edu/~sf2220/TT2007/web-content/Pages/drew2.html