Google unveiled eighth-generation TPUs and a revamped agent platform at Cloud Next '26. These updates power the Agentic Enterprise vision, adding a dedicated AI layer to Workspace. The hardware upgrade targets faster inference and training. Developers can now build autonomous workflows with deeper integration across Google's productivity suite and cloud infrastructure.