Google is reportedly in talks with Marvell Technology to co-develop two new AI chips， including a memory processing unit designed to pair with Google's TPUs and a new TPU optimized specifically for running AI models.

The move underscores Google's broader effort to strengthen its hardware stack and position TPUs as a more serious alternative to Nvidia's dominant GPUs.