The past six months have seen chaos in the AI industry—everything was turned into “making a fuss.” Now, the focus has finally shifted to implementation: this combo of models + orchestration + tools + runtime is bringing enterprises a real productivity revolution.

At the conclusion of GTC Taipei 2026, Jensen Huang stated that Vera CPU orders set a record for the fastest and most successful launch in history; NVIDIA is transforming from a GPU company into an infrastructure company, helping customers maximize revenue and profit. He pointed out that everything has changed in the past six months, with the landing of Agents and the integration of cutting-edge models enabling AI to perform truly useful work, and the "model + orchestration engine + tool skills + runtime" Agent computing paradigm becoming the universal standard for the next decade, applied in the cloud, enterprise, PC, robotics, autonomous driving, satellites, base stations, and factories.