NVIDIA (NVDA) GTC 2026 Keynote summary

Key announcements, platforms, and product launches

• Introduced three core platforms: CUDA-X, systems, and AI Factories, emphasizing ecosystem integration and vertical industry reach.

• Launched NVIDIA Vera Rubin NVL72, a new AI inference platform with 10X performance per watt and 3.6 exaflops NVFP4, launching with major partners in 2H26.

• Announced foundational libraries cuDF for structured data and cuVS for vector stores, and celebrated 20 years of CUDA's foundational role in AI.

• Launched NVIDIA NemoClaw, an open agent toolkit, and Nemotron 3 Ultra model with 5X efficiency and highest reasoning accuracy on GB200 NVL72.

• Showcased expansion of the DSX AI Factory Platform for scalable, energy-efficient AI factory deployment, with new reference designs and ecosystem partners.

AI infrastructure, inference, and hardware innovation

• Declared the inference inflection point, with AI workloads shifting from training to massive-scale inference, driving exponential compute demand.

• Projected at least $1 trillion in high-confidence demand for NVIDIA AI infrastructure through 2027, with actual demand expected to exceed this.

• Unveiled the Vera Rubin platform, a vertically integrated, liquid-cooled AI supercomputer for agentic AI, featuring NVLink 72 and integration with Groq LPX.

• Demonstrated 35x performance per watt improvement over previous generations, with token generation rates increasing from 2 million to 700 million in two years.

• Outlined a roadmap including Oberon, Rubin Ultra, and Feynman architectures, scaling up with copper and optical interconnects.

Industry partnerships and ecosystem growth

• Deep partnerships with IBM, Dell, Google Cloud, AWS, Microsoft Azure, Oracle, and CoreWeave, integrating NVIDIA acceleration across major cloud and enterprise platforms.

• Collaborations with leading AI labs, OEMs, and infrastructure providers to support new hardware launches and AI factory deployments.

• Formation of the NVIDIA Nemotron Coalition, bringing together global AI leaders to advance open frontier models.

• Expanded support for open-source AI, with NVIDIA recognized as the world's largest contributor to open-source AI models.

• Featured industry leaders and experts from Dell, Sequoia Capital, Atreides Management, Conviction, and numerous AI startups and research organizations.