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Windows 12 AI Features Explained: Copilot, Recall, and On-Device Models

Windows 12 AI Features Explained: Copilot, Recall, and On-Device Models

Microsoft is baking AI into every corner of Windows 12. Here's what each feature actually does - and how to lock down privacy.

M Muhammad Zubair Aug 10, 2026 2 min read

Docker Desktop AI Extensions: Run Local Models in Containers

Docker Desktop AI Extensions: Run Local Models in Containers

Containerized AI stacks are finally approachable. Docker's new extensions bundle models, APIs, and observability in one click.

M Muhammad Zubair Aug 3, 2026 2 min read