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Outsider to the field and just curious: Does anyone know how these kinds of processors compare to the custom silicon by aws/google/tesla?

Much more efficient per watt for some specialized types of operations.

Obviously immature ecosystem, expect a couple of years at minimum before adoption if it's the real deal.