Google is negotiating with Marvell Technology to develop two new specialized data center chips. The company plans to deploy nearly two million of these custom units. This massive hardware expansion aims to reduce reliance on external vendors. It provides the raw compute necessary to scale next-generation model training and inference for Google Cloud.