arxivcs.AI2026-07-02
EO-Agents: A Three-Agent LLM Pipeline for Earth Observation Hypothesis Generation
Mahyar Ghazanfari, Amin Tabrizian, Armin Mehrabian, Peng Wei
Large language models have recently been explored for scientific hypothesis generation, but most prior work relies on unstructured literature and free-form textual claims. We present a pipeline for Earth observation that grounds hypothesis generation directly in the NASA Earth Ob…