Empowering LLM Agents with Geospatial Awareness: Toward Grounded Reasoning for Wildfire Response
arXiv:2510.12061v2 Announce Type: replace
Abstract: Effective disaster response is essential for safeguarding lives and property. Existing statistical approaches often lack semantic context, generalize poorly across events, and offer limited interpret…