My research examines how economic systems adapt to technological and environmental disruptions. I study how artificial intelligence is reshaping labor markets, analyzing how workers strategically respond to AI tools and how these technologies affect job performance and market dynamics. I also develop financial frameworks to quantify the economic value of nature-based climate solutions, such as how coastal ecosystems protect property values during extreme weather events.

Working Papers

• Financial Value of Nature: Coastal Housing Markets and Climate Resilience, with Brook Constantz, Galina Hale, Michael Beck. link

• AI Exposure and Strategic Positioning on an Online Work Platform, with Shun Yiu, Robert Seamans, Manav Raj. link

• The Impact of Generative AI on Freelancer Job Preferences and Bidding Behaviors: Evidence from a Randomized Field Experiment, with Peiyan Yu, Sonia Jaffe, Nicole Immorlica, Kelly Monahan. link

Publications

• Save the farms: nonlinear impact of climate change on banks’ agricultural lending. Climatic Change 178, 65 (2025). link