carolyn q zou

Hello! I'm a first-year PhD student in Stanford HCI/NLP, where I work with Michael Bernstein and Percy Liang. I also had the pleasure of doing a rotation with Diyi Yang. I am thankful for the generous support of the NSF GRFP and Stanford Graduate Fellowship.

My research centers human-AI interaction, with a focus on creating new tools for understanding human/AI behavior at scale. I'm broadly interested in pluralistic alignment, simulation environments, and the societal impacts of AI.

I received my BS in communication studies at Northwestern, where I was advised by Aaron Shaw. I previously studied philosophy, with a focus on semiotics, under the guidance of Takeo Rivera. I was also a high school dropout.

carolyn zou
  • Generative Agent Simulations of 1,000 PeopleJoon Sung Park, Carolyn Q. Zou, Aaron Shaw, Benjamin Mako Hill, Carrie Cai, Meredith Ringel Morris, Robb Willer, Percy Liang, Michael S. Bernstein[link]
  • Oak Story: Improving Learner Outcomes with LLM-Mediated Interactive NarrativesAlan Y. Cheng, Carolyn Q. Zou, Anthony Xie, Matthew Hsu, Felicia Yan, Felicity Huang, David K. Zhang, Arjun Sharma, Rashon Poole, Daniel Wan Rosli, Andrea Cuadra, Roy Pea, James A. Landaypublished in uist '25. [link]
  • LLM agents outperform Harvard negotiatorsMichael Cheng*, Carolyn Q. Zou*, James Sebenius, Michael S. Bernsteinpresented at heal workshop (spotlight), chi '25.
  • Validation Without Ground Truth? Methods for Trust in Generative SimulationsHelena Vasconcelos*, Carolyn Zou*, Lindsay Popowski, Tobias Gerstenberg, Ranjay Krishna, Michael S. Bernsteinpresented at heal (spotlight) & trew workshops, chi '24
  • Sociotechnical Risks of Simulating Humans with Language Model Agentsadvised by Aaron Shawundergraduate thesis at northwestern. [link]