NVIDIA Declares Useful AI Arrival as Vera Rubin Enters Full Production

On June 1, 2026, NVIDIA declared “useful AI has arrived” at GTC Taiwan as its Vera Rubin platform entered full production. The announcement caps a series of May 31 launches at GTC Taipei that included the DSX AI-factory playbook, the purpose-built Vera CPU, and BlueField-4 STX DPU. Vera Rubin promises 10x agent throughput versus Grace Blackwell, ships from 350+ factories this fall, and already has engineering NVL72 racks running at Microsoft, Dell and CoreWeave. The integrated stack also features Spectrum-X optics, in-silicon security, and 1.8x faster agentic performance than x86 CPUs, reinforcing NVIDIA’s data-center leadership.