Beyond the Townhall: Spatial Anchoring and LLM Agents for Scalable Participatory Urban Planning

Carina I Hausladen, Javier Argota Sánchez-Vaquerizo, Michael Siebenmann +3

LLMs are increasingly explored for public participation, but less is known about how they should be designed around the information citizens encounter beforehand. In an experiment…