The book world was abuzz this morning with the news that Shy Girl, a horror-romance novel scheduled to reach bookstores this spring, had been pulled from publication by Hachette Book Group, one of the nation’s largest publishers.
The reason: AI slop.
Shy Girl was self-published by author Mia Ballard in Feb. 2025, then picked up for commercial publication by Hachette’s UK imprint. The book wasn’t a runaway bestseller, but it did well enough among British readers for Hachette to prep it for the U.S. market: 5,000 ratings on Goodreads, average score of 3.5 stars.
A couple months ago, however, readers began raising questions about the book’s AI-inflected sentences. The YouTube book influencer known as Frankie posted a video, “I’m pretty sure this book is ai slop,” that at last count had 1.2 million views.
New York Times reporter Alexandra Alter asked Hachette about the controversy on Wednesday. By Thursday the publisher had cancelled the book.

Book slop: The bane of online bookselling
Is Shy Girl true AI slop, or did its author just get caught leaning on ChatGPT a little too heavily? That’s a question of secondary interest for me. I’m not an author searching for the outer boundary of what Claude and I can get away with.
What does concern me are the evolving financial markets for authentic creative work, and how those who do their own thinking and writing can get paid for that authenticity.
AI slop books have been around since 2023, basically since OpenAI released ChatGPT. Almost immediately, fraudsters and their bots began prompting fully realized e-books that they sold on Amazon via the platform’s Kindle Direct Publishing (KDP) program.
One of the most ridiculous illustrations of the problem was captured in a Sept. 2023 Guardian headline, which read: Amazon restricts authors from self-publishing more than three books a day.
Amazon has since switched to a more secretive strategy of using internal AI-detection tools to flag AI slop books and shadow ban them, pushing them down the algorithm so serious readers are less likely to encounter them.
The cancelling of Shy Girl marks a significant moment in the battle between actual writers and the billionaire tech lords. Hachette’s decision acknowledges the fact that their customers—book readers—aren’t paying for story product alone. The authenticity of the author and the creative work is part of the whole-package experience.
The publisher’s decision should be applauded, but let’s not kid ourselves. If Hachette C-suite executives believed they could eliminate authors and pump out $35 AI-written bestsellers they’d do it tomorrow.
What Shy Girl shows us is that the market for books, both paper and digital, demands a human touch. Authors still matter. Artists still matter.
The trick is to figure out how to prove your own authorial or artistic authenticity—and make it pay.
The math teacher’s solution
There’s a phrase I keep coming back to. It’s something my high school algebra teacher drilled into us: Show your work.
Good math teachers don’t care whether you got the final number right or wrong. They want to know the path you took to get there.
This the way forward for writers, I think. There’s an interesting Canadian musician and writer named Alexander Paul Burton who, as far as I can tell, spends his days creating electronic soundscapes and racy novels about randy gents in London. He wrote something recently on Medium about proving authenticity via your digital footprint:
“In 2026, being an author isn’t just about the finished product. It is about the Chain of Custody from your brain to the page. If you can show the mess, you can prove there was a human behind it pre-emptively.”
Proof of life and proof of work
We’re going to have to become more intentional about showing our work. That means both internal documentation and public exhibition.
Internally, you should be aware of your digital footprint. If you write in Word, that digital document contains metadata about the work that’s gone into it. In other words, your labor.
Open a Word doc. Under File, click Properties. Go to Statistics. Up will pop a one-page report on all the work that’s gone into the document. I’ve got a couple books in the works right now. One of them is pretty far along. This is what a Properties/Statistics page from an early draft of that manuscript looks like:

The metadata doesn’t lie. Over three weeks in late 2023, I put in roughly 31 hours of work on the manuscript. Nearly 950 revisions were made. And that’s just one three-week period. Any author who’s written a book can pull up similar metadata. It’s proof of work. It’s one of the first pieces of evidence Mia Ballard should have shown to Hachette—if she actually did the work.
The book-reading public doesn’t scrutinize metadata. But with the rise of AI, readers are increasingly going to demand proof of authorial life and the creative process. Maybe that means an author posts a couple pages of an early draft on their website. Or uploads some of the research that went into the making of the book. This makes more work for the author, of course, but in the long run I think it’s going to benefit both the writer and the reader.
One of the most popular genres of streaming documentaries right now is the band bio or the deep album dive. Music fans crave a peek into the recording studio. How did Aerosmith create that razzzzzzz sound that opens “Sweet Emotion”? (A broken vibraslap.) What’s the story with “It’s just the normal noises in here” from Tom Petty’s Damn the Torpedoes? (Great story, I won’t spoil it.) Understanding the human process of a song’s creation greatly enriches the listener’s experience of the music.
Authors need to start giving their readers more access to the process. It may feel intrusive at first, but these artifacts of creative labor are in fact valuable merchandise. They strengthen the human writer-to-reader bond.
And that, more than the finished words themselves, is what the reader is paying for.
MEET THE HUMANIST
Bruce Barcott, founding editor of The AI Humanist, is a writer known for his award-winning work on environmental issues and drug policy for The New York Times Magazine, National Geographic, Outside, Rolling Stone, and other publications.
A former Guggenheim Fellow in nonfiction, his books include The Measure of a Mountain, The Last Flight of the Scarlet Macaw, and Weed the People.
Bruce currently serves as Editorial Lead for the Transparency Coalition, a nonprofit group that advocates for safe and sensible AI policy. Opinions expressed in The AI Humanist are those of the author alone and do not reflect the position of the Transparency Coalition.

Portrait created with the use of Sora, OpenAI’s imaging tool.