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arxiv_cs_ai · Jul 27, 2026 · paper

Source brief

SIREN: Towards End-to-End Extreme-Weather Early Warning with Experience-Grounded LLM Agents

arxiv.orgJul 27, 2026
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In brief

Early warning of extreme weather is essential for mitigating the societal, economic, and environmental risks posed by hazardous weather events. However, expert-centered warning workflows are costly, labor-intensive, a...

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