Point of Order: Action-Aware LLM Persona Modeling for Data-Grounded Civic Deliberation

Scott Merrill, Shashank Srivastava

LLM-based simulations can enable controlled studies of civic deliberation, but current systems lack speaker-attributed data and methods for evaluating long-form institutional behav…