Google used its April 22 Cloud Next event to introduce eighth-generation Tensor Processing Units designed for the next wave of enterprise AI agents, pairing them with new Gemini Enterprise tools and security products. The announcement highlights how the AI race is shifting from model launches toward the infrastructure needed to run them at scale.