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We built the IPU from scratch for AI. Nvidia adapted a graphics chip. Architecture matters.
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AI chips are not one-size-fits-all. Different workloads need different architectures.
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CUDA is Nvidia's real moat — not the chip. Software lock-in is the hardest barrier to break.