carolyn q zou

I'm a research scientist working on multiagent AI safety, and am currently based in San Francisco.

I am on leave from my PhD at Stanford, where I was advised by Michael Bernstein and Percy Liang, and was supported by the NSF GRFP and Stanford Graduate Fellowship. I spent some of this leave as the first hire at Simile.

My undergrad was in communication studies and philosophy, with a focus on semiotics. I was also a high school dropout.

Other interests include rhythm games, birding, and photography.

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]