AI RESEARCH
FireScope: Wildfire Risk Prediction with a Chain-of-Thought Oracle
arXiv CS.LG
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ArXi:2511.17171v3 Announce Type: replace-cross Predicting wildfire risk is a reasoning-intensive spatial problem that requires the integration of visual, climatic, and geographic factors to infer continuous risk maps. Existing methods lack the causal reasoning and multimodal understanding required for reliable generalization. We