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Headlines · 4
- Microsoft unveils Windows 'hybrid intelligence' with agent controls
Microsoft announced a Windows strategy built around "hybrid intelligence," letting Copilot and third-party agents run each task locally or in the cloud while remaining under user and IT control. Microsoft Execution Containers (MXC) are now generally available on Windows 11, enforcing file and network access policies at runtime, with agent identity and management handled through Agent 365 and Intune; Codex, GitHub Copilot and OpenClaw already support MXC, while Claude Code, Perplexity and Raycast are due to follow and Meta's Muse for Windows is coming as a native app with MXC integration. Microsoft also detailed MAI Code 1.1 Flash (3-bit precision, nearly 80% smaller, 256K local context window), llama.cpp support in Windows ML, GitHub HydraFusion cloud/on-device routing, and local-AI hardware including the Surface Laptop Ultra (up to 128 GB unified memory, pre-order, October 16) and DGX Station for Windows systems for models up to one trillion parameters.
TestingCatalog · 🔥 10 - Microsoft's Copilot gains local file access and OS-wide actions in Windows
At its Windows and Surface event, Microsoft showed an upgrade to Copilot that will let it reach local files on your PC and take actions across the operating system. Microsoft calls the approach "Hybrid Intelligence," in which apps and tools rely on a mix of local and cloud AI models to complete tasks efficiently. To demo it, Jacob Andreou, Microsoft's EVP of Copilot, played a video on stage asking Microsoft's Autopilot tool to help with filing taxes: he told the AI agent he had an email from his accountant and asked it to send her what she needed.
The Verge AI · 🔥 8 - Microsoft is turning Windows Search into a chatbot this fall
At its fall Surface event, Microsoft announced plans to turn the Windows Search Menu into a chatbot-like interface that, starting this fall, will let users carry out thousands of actions across Windows by typing short commands. Windows and Devices EVP Pavan Davuluri demoed quickly toggling dark mode and do not disturb from the redesigned Start Menu, and conversing with the new Copilot app without launching it separately. The report is still developing, so full details have not been published.
Engadget AI · 🔥 8 - OpenMontage ships as open-source agentic video production system
OpenMontage has appeared on GitHub as a self-described first open-source, agentic video production system, bundling 12 production pipelines, 100+ tools and 700+ agent skill and production-knowledge files. It plugs into AI coding assistants such as Claude Code, Cursor, Copilot, Windsurf and Codex, letting an agent handle research, scripting, asset generation, editing and rendering using tools including Remotion, Blender, FFmpeg and Piper TTS. A local Backlot board turns the asset-generation contact sheet into an approval gate before the final render.
GitHub Trending · Python · 🔥 10
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