🚨 New paper on AI & Copyright Using @pangram.com full-text AI detection, we study self-published genre fiction on Amazon, 2023–26. Amazon is flooded w/ books with substantial AI text. They earn real 💰 & crowd out non-AI books. w/ @dhillonp.bsky.social @xinyuel.bsky.social & Jane Ginsburg (1/n) 🧵
So excited to share our new paper — and also my first project in my PhD journey! 🎉 It’s striking to see how finetuning on a simple writing task unlocks verbatim recall of copyrighted books from many other authors not in the finetuning data. So grateful to work with such an amazing group of people! ✨
🚨Paper on AI & Copyright Courts have credited AI companies' claims that alignment prevents reproducing copyrighted data. What if finetuning on a simple writing task breaks it. Worse: tuning on just one author (e.g., Murakami) unlocks verbatim recall of 30+ other authors' books (up to 90%) (1/n)🧵
I'm recruiting a PhD student to join my group in 2025-2026. If you like the mountains and interdisciplinary research that blends data and culture, this could be a good fit! UW iSchool PhD apps due Dec 2nd: ischool.uw.edu/programs/phd... More info about my group: melaniewalsh.org/mentorship
mentorship | Melanie Walsh
Assistant Professor at UW in Seattle. Data science, digital humanities, literature, culture.
melaniewalsh.org