Nvidia will unveil new AI inference chips and a new CPU product at GTC 2026 in San Jose from March 16 to 19.
The company is expected to detail performance metrics and production timelines for Vera Rubin, an accelerator focused on inference rather than training.
Nvidia is also set to announce a new CPU aimed at managing and processing data for agent-based workloads.
Dion Harris, Nvidia’s head of AI infrastructure, told CNBC that CPUs are becoming a bottleneck for scaling AI agent tasks.
GTC will also showcase physical AI use cases such as robotics and factory automation.
Reports say Samsung Electronics and SK Hynix may supply HBM4 memory for Vera Rubin.
🔗 Source: Chosun Daily
Originally written by: Aiko Gao Ishida
Source: Tech in Asia
Published on: 16 March 2026
Link to original article: Nvidia to unveil AI inference chips, new CPU at GTC 2026
