AI RESEARCH

GeoResponder: Towards Building Geospatial LLMs for Time-Critical Disaster Response

arXiv CS.AI

ArXi:2509.19354v3 Announce Type: replace-cross LLMs excel at linguistic tasks but lack the inner geospatial capabilities needed for time-critical disaster response, where reasoning about road networks, coordinates, and access to essential infrastructure such as hospitals, shelters, and pharmacies is vital. We