Microsoft has introduced a local edition of MAI-Code-1.1-Flash that runs on Windows PCs without server access. The model requires substantial memory and is confirmed in development for GitHub Copilot by the end of October on Nvidia RTX Spark hardware.

The model requires substantial memory to load, and Microsoft recommends more than 120 GB of video memory for acceptable performance.
Computations occur on the device itself, so Microsoft states users will not be billed for tokens.
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At its Windows and Surface event, Microsoft opened preorders for the $2,599 Surface Laptop Ultra and the $5,999 Surface RTX Spark Dev Box, and said Copilot will be able to use files and act across Windows in the coming months.
Microsoft says Copilot on Copilot+ PCs will be able to use files and recent activity on your PC, take actions across Windows, and tap local AI models, with your permission. The features are expected to start rolling out in the coming months.
Microsoft demonstrated hybrid intelligence on Windows that runs AI models from 70 billion to 284 billion parameters locally. The approach keeps data on-device, supports offline use, and switches to cloud models for heavier tasks.
Microsoft announced Magnetic Connect, a magnetic USB-C charging solution for the Surface Laptop Ultra that keeps the port's video and data functions. The laptop starts at $2,599 and begins shipping October 16.
Microsoft has set an October 16 launch date for the Surface Laptop Ultra with pricing from $2,599. The RTX Spark-powered laptop targets premium creative, gaming, and AI workloads.