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OlmoEarth MLX is a specialized capability for Claude that combines AI2's open spatio-temporal foundation models with Apple Silicon optimization via the MLX framework. It bridges the gap between physical Earth observation data—such as Sentinel-2 and Landsat—and digital economic activity from Dune.xyz, allowing developers to map blockchain interactions to geographic impact zones. By utilizing GeoACSet materialization and GF(3) trit classification, it provides a sophisticated framework for categorical spatial reasoning and geographic value extraction within the decentralized infrastructure and Protocol Labs ecosystems.