NVIDIA CEO Jensen Huang Leaves Everyone SPEECHLESS (CES Supercut)

Alex presents a comprehensive vision for the future of AI infrastructure, centered on the transition from the Blackwell architecture to the newly announced Vera Rubin platform. He emphasizes that AI models are growing by an order of magnitude every year, a pace that traditional semiconductor scaling can no longer match. To solve this, Alex introduces 'extreme co-design,' where every component—from the CPU and GPU to the networking switches and liquid cooling systems—is engineered simultaneously to maximize throughput and efficiency.

The thesis focuses on the Vera CPU and Rubin GPU as the new benchmarks for the industry. Alex highlights that the Rubin GPU delivers five times the floating-point performance of Blackwell with only a 1.6x increase in transistors, achieved through innovations like the NVFP4 Tensor Core. Furthermore, he discusses the critical role of networking, asserting that NVIDIA is now the world’s largest networking company due to the success of Spectrum-X and the new BlueField-4 data processing units, which allow for massive memory expansion and faster data handling within the rack.