Jensen Huang took the stage at the Taipei Music Center on June 1 and did what he does best: made a room full of engineers feel like they were witnessing the future. The Nvidia CEO used his GTC Taipei 2026 keynote to announce that the Vera Rubin platform, the company’s next-generation AI infrastructure system, is ramping into full production by fall 2026.

The headline number: Nvidia expects to accumulate $1 trillion in cumulative orders for its Blackwell and Rubin systems by 2027.

What Vera Rubin actually is

The NVL72 systems bundle together Rubin GPUs, Vera CPUs, Groq 3 LPX inference trays, Spectrum-6 networking, and BlueField-4 storage into one cohesive stack. Instead of cobbling together components from different vendors, Nvidia designed every layer of the system to work together from the ground up.

The approach is what Nvidia calls “extreme co-design,” optimizing every component to talk to its neighbors with minimal friction for high-throughput inference workloads that power agentic AI systems.