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The AI infrastructure race has moved beyond chip specs to rack-scale platforms as inference and agentic workloads redefine computing. AMD spent $60 billion on M&A, including $49 billion on Xilinx, to transform from a chipmaker into a systems provider. Enterprises now route workloads to the right resource rather than defaulting to expensive GPUs.
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