Peer-Reviewed

Large Language Models as Simulated Economic Agents: What Can We Learn from Homo Silicus?

With John J. Horton and Apostolos Filippas. Conditionally accepted at the **Review of Economics and Statistics**. Extended abstract at the **ACM Conference on Economics & Computation (EC '24)**.

Prompt Adaptation as a Dynamic Complement in Generative AI Systems

With Eaman Jahani, Joe Zhang, Hong-Yi TuYe, Mohammed Alsobay, Christos Nicolaides, Siddharth Suri, and David Holtz. **Information Systems Research**, 2026.

A national megastudy shows that email nudges to elementary school teachers boost student math achievement, particularly when personalized

with Angela L. Duckworth, Katherine L. Milkman, and 26 others). **Proceedings of the National Academy of Sciences**, 2025.

Effect Size Magnification. No Variable is as Important as the One You’re Thinking About—While You’re Thinking About It

With Linnea Gandhi and Angela L. Duckworth. **Current Directions in Psychological Science**, 2024.