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Google will challenge Nvidia with two new versions of its tensor processing unit (TPU) systems, according to a First Squawk tweet. The announcement pits Google's custom silicon against Nvidia's dominant AI accelerator lineup. It matters because Nvidia's data-center GPUs underpin most AI training and inference workloads, and credible alternatives could shift demand over time. Watch for details on the new TPU versions' specifications, availability and pricing, and for any customer adoption signals from Google Cloud.

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