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AMD CTO Mark Papermaster said agentic AI requires roughly four times the CPU work compared to current AI workloads. The CPU handles orchestration and reasoning before GPU matrix math. AMD spent $4.9 billion on ZT Systems and built Helios, a rack-scale AI system with 72 Instinct GPUs and server CPUs.
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