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Applied AI·October 15, 2026·1 min read

How Windows is being optimized for Nvidia’s RTX Spark laptops

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AI PCs are shifting from generic Windows boxes to co-designed hardware–OS stacks tuned for local inference. If you ship desktop software, assume your users will have on-device models and start designing workflows that exploit low-latency, offline AI rather than round-tripping to the cloud.