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SubStrata classifies GEE satellite tiles and scores predictions into a memory graph, so past mistakes shift future classifications without retraining, enabling lightweight yet accurate automation
A self-correcting ML agent that diagnoses its own failures, pulls live hospital data, and reaches into Zero.xyz until it beats a published heart-disease benchmark, with no human in the loop.