Google’s TPU v8 chips slash AI costs by cutting Nvidia’s margins
Google’s new TPU v8 chips replace Nvidia’s high-margin GPUs with custom silicon designed for both AI training and real-time agent workloads. The split design promises up to 9.8x performance gains and direct cost savings for enterprises.