Modern AI relies on specialized hardware like GPUs, TPUs, and NPUs to handle trillions of mathematical operations. Traditional CPUs were not designed for the parallel computation needed to train large language models or generate images from text prompts. Different processors now play distinct roles in powering AI workloads.
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