Spatially anchored immersive digital twins with LLM clarifiers and discussion agents improve recall and shift feedback toward collective sustainability benefits in a randomized trial versus static text and images.
A systemic approach to delibera- tive democracy.Deliberative Systems, pages 1–26,
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Beyond the Townhall: Spatial Anchoring and LLM Agents for Scalable Participatory Urban Planning
Spatially anchored immersive digital twins with LLM clarifiers and discussion agents improve recall and shift feedback toward collective sustainability benefits in a randomized trial versus static text and images.