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As generative artificial intelligence continues to penetrate industrial applications, AI applications are evolving from single-model calls to AI Agents capable of perception, reasoning, planning, and execution. This shift in application models is also creating new requirements for underlying computing infrastructure. In addition to accelerators such as GPUs, CPUs—which handle task scheduling, data processing, system operations, and general-purpose computing—are becoming an essential part of AI infrastructure.