AMD said the artificial intelligence boom is entering a new phase that will force a major redesign of data centers, as demand shifts from model training toward inference, AI agents, and physical AI. At its Advancing AI 2026 event, the company introduced new server, accelerator, and rack-scale products to power the next generation of AI infrastructure.