2 papers
cs.AI2026
Participatory provenance as representational auditing for AI-mediated public consultation
Sachit Mahajan
AI-assisted consultation can speed large-scale public engagement, but concise summaries may reflect some submissions more closely than others. This paper introduces participatory p…
cs.HC2026
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…