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A commentary arguing that the AI competition is shifting from model quality to hardware placement and infrastructure, highlighting Microsoft's Project Solara, NVIDIA's RTX Spark, and ByteDance's custom CPU efforts as signs that agentic workloads are driving new silicon and deployment strategies.