AI RESEARCH
Mini-JEPA Foundation Model Fleet Enables Agentic Hydrologic Intelligence
arXiv CS.LG
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ArXi:2605.14120v1 Announce Type: new Geospatial foundation models compress multispectral observations into dense embeddings increasingly used in natural-language environmental reasoning systems. A single planetary-scale model, e.g. Google AlphaEarth, handles broad characterization well but may compromise on specialized hydrologic signals. Such generalist models are also often inaccessible, expensive, and require large-scale compute.