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Bringing local models and sandboxed tools to Windows and GitHub Copilot
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Fusion42 · 10 October 2026 · Fusion42 review
Microsoft is integrating local AI models with sandboxed tools on Windows and GitHub Copilot, enabling automatic orchestration between cloud and local inference to balance performance, cost, and security for developer tools. The new MAI Code 1.1 Flash model, optimized for local coding with significant memory and latency improvements, is launching on NVIDIA RTX Spark Windows PCs by the end of October 2026.
This Wire brief sits within Fusion42's coverage of AI & ML.
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You can now offer seamless local and cloud AI coding assistance without manual infrastructure choices. This opens a new edge for developer tools on Windows PCs with strong NVIDIA GPUs.
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1 source · 8 Oct 2026
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