The race to build the most powerful AI hardware just entered a transformative new phase. For years, Nvidia has held near-monopoly status in the AI chip market with its flexible and powerful graphics processing units (GPUs). But now, Google has cracked Nvidia’s longstanding dominance with its custom-designed Tensor Processing Units (TPUs).