Nvidia unveiled its RTX Spark superchip at Computex 2026 in Taipei, marking a major expansion beyond data centers into AI-powered personal computers. CEO Jensen Huang announced that the new chip, combining CPU and GPU capabilities, will power upcoming Windows laptops and desktops from Microsoft, Dell, and others, launching in fall 2026. These 'AI personal computers' will run advanced AI models locally, enabling users to interact with autonomous agents that can read files, conduct research, and assist with complex tasks.

The move positions Nvidia to dominate not just enterprise AI infrastructure but also consumer-facing AI computing. Microsoft confirmed that the new PCs will support highly capable AI models and complex workloads. Analysts say this shift could redefine personal computing for the next decade, bringing AI supercomputers into homes. Nvidia also announced full production of its new Vera CPUs for data centers, with early customers including OpenAI, Anthropic, and SpaceXAI.

Alongside the chip launch, Huang revealed a humanoid robot reference design aimed at supporting research, particularly in higher education. As Nvidia solidifies its role as the world’s most valuable company, its push into AI PCs signals a broader vision: making AI agents a standard part of daily computing life.