My research sits at the intersection of computational social science and political science, studying how digital environments shape political behavior, collective identity, and global politics.
Dissertation · Exposure Diversity and Character in Political Segregation Online Dissertation
Segregation
Political and attitudinal segregation — domestic online polarization, anti-Western sentiment, and epistemic elite networks.
Resilience
How communities and global systems withstand and recover from crises — polycrisis and post-disaster governance.
Political Methodology
Computational tools for political science — network dynamics under shocks and validity of LLM annotation.
Anthropology of Machines
How LLMs process political content — treating AI systems as subjects of inquiry.
All Projects
Segregation
- Anti-Americanism — LLM annotation · Twitter Working Paper
- Anti-Westernism — LLM annotation · Speech In Prep
- Epistemic Elite Networks — Network analysis · Expert networks In Prep
Resilience
- Polycrisis — Survey, Delphi · Expert survey In Prep
- Cost of Resilience — Survey analysis · Marshall Fire In Prep
- Engagement Paradox — Survey analysis · Marshall Fire In Prep
Methodology
- Network Shocks — Network, simulation In Prep
- Stance Validity — LLM annotation · Political text In Prep
Interpretability
- Political Sycophancy — LLM evaluation · LLM output In Prep