Research
Quantitative methods to study AI infrastructure, strategic signaling, and governance under uncertainty.
Recent Projects
Hardware-Software Coupling in AI Accelerator Platforms: Patent Analysis of Software-Layer Shocks and Hardware Innovation
A patent-based study of how within-platform and ecosystem-wide software shocks influence hardware design trajectories, cross-platform spillovers, and competition in AI accelerators.
In Progress
A Dynamic Reputation Model of Strategic Ambiguity
A dynamic signaling model analyzing how monitoring and commitment devices shape equilibrium deception.
Past Projects
Bill Survival Analysis in Congressional Committees
Analysis of AI-related bill survival in U.S. Congress using BERTopic modeling and fixed effects regression.
Beyond the Giants: Small State Digital Sovereignty
An examination of how smaller nations navigate digital sovereignty challenges in a multipolar technological landscape.