AI4Fire: Evaluating Large Language Models on Wildfire Tasks
arXiv:2610.10946v1 Announce Type: new Abstract: Large language models (LLMs) are entering wildfire management, where overstated evaluations can cost property and lives. How do they perform on wildfire tasks, with and without grounding? Bare means a model receives the task input alone. Grounded mean…
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- 2026-10-09 04:00 · arXiv cs.CL
AI4Fire: Evaluating Large Language Models on Wildfire Tasks