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> Shouldn't innovation at the GPU level be quite challenging, especially to achieve such groundbreaking speeds?

GPUs are general purpose, a for purpose built chip that is better isn't that hard to make at all. Google didn't have to work hard at all to invent TPUs which is that idea as well, they said their first tests proved the idea worked so it didn't require anything near Nvidias scale or expertise.



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