Amazon has reportedly bought large quantities of printed books, including rare and foreign-language titles, for scanning into AI training data. A 404 Media investigation tracked a rare book with a tracking device to Amazon’s VGT3 warehouse in Las Vegas, Nevada. Employees at the site reportedly said shipments of books are received there, their bindings are cut off to speed scanning, and the physical copies are destroyed. A bookseller involved in the tracked shipment said rare books can carry historical, intellectual, sentimental, and monetary value beyond their text. The Internet Archive, founded by Brewster Kahle in 1996, digitizes books while retaining their physical bindings. Its scanning centers use operators known as scribe operators to capture books one page at a time. The organization says it does not destroy books by cutting off their bindings and instead adapts machines and software for nondestructive digitization. The Internet Archive contrasts its process with Google Books, launched in 2004, which it says used industrial-scale destructive scanning to increase processing speed.

"Better to beg forgiveness" emphasizes caution in interactions with unapproachable entities. The content includes various topics such as digital economy legislation, copyright issues, and profiles of notable figures.

Universal Music Group is engaged in a legal dispute with AI music platforms Suno and Udio, claiming they used copyrighted music for training without authorization. Major record labels argue that these AI systems were developed using significant amounts of copyrighted material.