At Google Cloud Next '26, Google expanded its AI Hypercomputer platform with two new eighth-generation TPUs: the TPU 8t for training, packing 9,600 chips in a single superpod for nearly 3x the compute of the prior generation, and the TPU 8i tuned for low-latency inference and reinforcement learning,