Nvidia and Microsoft officially push Windows PCs into the local-agent era

Nvidia's June 1 Computex and GTC Taipei announcements turn a preview story into a concrete local-AI hardware push. Nvidia and Microsoft said RTX Spark will power new Windows PCs built for personal AI agents, with up to 128GB of unified memory and up to 1 petaflop of FP4 AI performance. Nvidia also introduced DGX Station for Windows, a deskside system it says can run frontier models of up to 1 trillion parameters locally, while OpenShell adds a secure runtime layer for agents on top of new Windows containment and security primitives. Reuters framed the move as Nvidia's direct bid to shift more AI work onto laptops and desktops instead of leaving every agent workflow in the cloud. Watch real software support, battery and thermal limits, pricing, and whether enterprises trust local agents with meaningful workflows.

Key details: Nvidia, Microsoft, June 1, 2026, RTX Spark, DGX Station for Windows, up to 128GB unified memory, up to 1 petaflop FP4 AI performance, up to 1 trillion-parameter models locally.

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