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README.md

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 # AtomGradient — Bringing AI to the Edge
 
-**We are an independent research group dedicated to making AI run efficiently on edge devices.**  
-We believe powerful AI should be private, accessible, and free from cloud dependency. All our research is open-source.
+Research-driven on-device AI company building continual-learning and memory infrastructure. 
+
+Neural Imprint lets a model learn from local experience while base weights stay frozen and data never leaves the device.
 
 🌐 [atomgradient.com](https://atomgradient.com)