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This explainer explores why agentic AI systems require more than just GPUs, examining the computational demands of autonomous AI and how this is reshaping hardware design and infrastructure strategies.
Modern AI workloads rely on a diverse ecosystem of compute architectures, including CPUs, GPUs, TPUs, NPUs, and LPUs, each optimized for specific performance demands.