AI Fiction in the Wild
Co-sponsored by the Berkeley Institute for Data Science and the School of Information
We know that some professional authors are beginning to use AI tools to help produce their fiction writing. Are readers using AI to generate fiction, too? Thanks to a unique public dataset called WildChat — containing more than one million “real world” conversations with ChatGPT, all shared with user consent — we can say, definitively, yes.
This talk will share insights from a collaborative analysis of WildChat, where we found that more than a third of the English-language conversations involved fiction generation: original stories, role-play, world-building, fan fiction, erotica, and more. I will argue that this activity, while seemingly novel, extends trajectories of contemporary literature charted by critics like Mark McGurl, in which readers increasingly prize generic forms, repetition, and instantaneity, and where they threaten the traditional authority of the author as a customer and consumer. Lastly, I will speculate about what the WildChat fiction suggests about the future of publishing and entertainment in the age of AI.
The Cultural Analytics Series is a series of lunchtime talks and workshops highlighting research that focuses on the data-driven analysis of cultural phenomena.
| Time | Event |
|---|---|
| 12:15 pm | Pre-talk lunch |
| 12:30 pm | Talk |
Speaker
Melanie Walsh
Melanie Walsh is an assistant professor in the Information School and an adjunct assistant professor in the English Department at the University of Washington. She received her Ph.D. in English literature from Washington University in St. Louis, before becoming a postdoctoral associate in information science at Cornell University. She is co-PI of the AI for Humanists project (twice funded by the NEH) and co-editor of the Post45 Data Collective (funded by the NEH) and Responsible Datasets in Context (funded by the Mozilla Foundation).
She is currently at work on a book, When Postwar American Fiction Went Viral: Protest, Profit, and Popular Readers in the 21st Century, which explores how social media transformed the circulation and representation of literary works. Her recent research on AI and literature has been published or is forthcoming in NLP and humanities venues including EMNLP and Modern Fiction Studies.
