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Noumenal: Thermodynamic Brains for Robots

Digital AI stacks simulate randomness on hardware meant to erase it. In contrast, our approach treats noise as computation, enabling the radical acceleration of algorithms crucial to machine learning methods that sample high-dimensional probability distributions.