AMD debuts next-generation AI infrastructure for frontier models, agentic workloads and autonomous robots

Advanced Micro Devices Inc. is pushing harder than ever to grab even more market share from Nvidia Corp. in the artificial intelligence chip industry.

At its Advancing AI 2026 event today in San Francisco, the chipmaker announced a slate of updated hardware, including its next-generation AMD Instinct MI400 Series graphics processing units and the sixth-generation AMD EPYC central processing units for the most demanding agentic AI applications.

The chipmaker didn’t stop at just silicon. It also revealed a major expansion into the realm of physical AI and autonomous robots. Its strategy here centers on the new Kria AI Solutions, the Ryzen AI Embedded X100 series processors and the new AMD Robotics Partner Network, taking on Nvidia in one of the industry’s most competitive and crucial industries.

At the event, AMD Senior Vice President of AI Vamsi Boppana said it’s becoming necessary to use more specialized infrastructure to maximize the performance of the most advanced frontier models today. “The next generation of AI will span frontier AI, sovereign AI and scientific computing, and each requires infrastructure optimized for its unique demands,” he said. “The AMD Instinct MI400 Series extends our AI portfolio with purpose-built solutions optimized for the full spectrum of AI and HPC deployments, built on an open software foundation that gives customers the flexibility to innovate at every scale.”