npu

Microsoft’s next push to make Windows “more intelligent” isn’t a UI tweak or a single app update — it’s a hardware-and-software architecture upgrade built around Neural Processing Units (NPUs) and a new device class called Copilot+ PCs that offloads AI inference to dedicated silicon, enabling...

After decades of promises that never quite fixed Windows Search, Microsoft has finally shipped a working semantic search layer to Windows 11 — but it’s arriving in a very specific way: behind the Copilot+ hardware gate, previewed to Insiders, and baked into both the system search surfaces and...

Microsoft has begun shipping a significant Windows 11 Notepad update to Windows Insiders that embeds on‑device generative AI — adding Summarize, Write, and Rewrite actions that can run locally on qualifying Copilot+ PCs with no subscription required, while preserving a cloud fallback for...

Microsoft has quietly turned Notepad into a small but capable generative writing assistant by adding three on-device AI tools — Summarize, Write, and Rewrite — that run locally on qualifying Windows 11 machines without forcing users into a subscription. Background Notepad’s identity has long...

Microsoft’s Click To Do is the kind of small change that can quietly rearrange how you work: a system-level overlay that turns whatever is on your screen—text, images, even tables—into actionable items you can edit, summarize, or hand off to Copilot, all without leaving the context of your...

Microsoft has quietly — and perhaps unnecessarily — turned the simplest text editor in Windows into another battleground in the company’s AI-first strategy: Notepad now offers Summarize, Write, and Rewrite powered by on-device models when run on Copilot+ PCs, with Microsoft’s Windows Insider...

Microsoft’s latest Windows 11 Insider builds are shipping a new, full-screen renewal prompt aimed at lapsed Microsoft 365 subscriptions — an eye-catching SCOOBE (Second‑Chance Out‑of‑Box Experience) screen that insiders and early reports describe as a full‑screen nag to renew rather than a...

Microsoft’s handheld push has taken a new turn: the Xbox-style, full‑screen “Xbox Mode” that will ship as the default experience on the ROG Xbox Ally family is already appearing on other Windows 11 handhelds — in community builds and hacks — ahead of the Ally’s retail launch, forcing a rapid...

Microsoft's latest Insider flight quietly turns three of Windows 11’s most familiar utilities—Paint, Snipping Tool, and Notepad—into more capable, workflow‑focused apps by adding editable project files, in‑capture markup, and local AI editing that can run on Copilot+ hardware without a...

Microsoft’s Surface Laptop 7 arrives as a tidy, well-engineered Copilot+ laptop that clearly hits the brief for battery life, build quality, and on-device AI acceleration — yet the real-world experience described by some owners and reviewers exposes a stubborn seam between polished hardware and...

Microsoft’s decision to draw a line under Windows 10 on October 14, 2025 is doing more than closing a chapter — it is sharpening the upgrade calculus for millions of users and accelerating a hardware-led shift toward AI-enabled PCs, commonly sold as Copilot+ or “AI PC” devices. What began as an...

Built for speed and ready to scale, the push toward Windows 11 Pro devices—especially Copilot+ systems and Intel vPro® machines powered by Intel® Core™ Ultra—is no longer marketing fluff: it’s the practical backbone of a modern, hybrid SMB strategy that combines measurable performance gains, new...

Microsoft’s latest Windows 11 preview build sharpens Copilot’s presence in daily workflows with new taskbar animations, drag‑and‑drop content handling, and deeper on‑device AI integration — a set of changes that promise faster, more contextual assistance while accelerating Microsoft’s push to...

Microsoft’s latest Release Preview update for Windows 11 brings a concentrated set of AI-driven features to Insiders — and one of the most eye-catching is the expansion of Automatic Super Resolution (Auto SR) to more titles, but with a strict hardware caveat: Auto SR remains gated to Copilot+...

Microsoft pushed a new Windows 11 preview update (KB5065782) into Insider rings on September 12, 2025, delivering a focused set of Copilot-era UX refinements—most notably a redesigned Click to Do prompt box with on‑device suggestion support, updated gesture animations, Emoji 16.0, and several...

The Surface Laptop 7 isn’t just Microsoft’s best Copilot+ PC to date — it is a clear, pragmatic challenge to Apple’s dominance in the thin-and-light space, delivering blistering multi-core performance, class-leading battery life under specific tests, and a premium aluminum build that finally...

Microsoft’s September cumulative for Windows 11 landed as more than a routine Patch Tuesday — it bundles visible UI polish, several quality-of-life fixes, and a new tranche of staged, hardware‑gated AI features, but it also carries a practical sting: unusually large offline installers that...

Microsoft's September cumulative for Windows 11 has landed and, rather than being a quiet maintenance release, it mixes visible UI polish, a handful of useful quality fixes and a fresh batch of staged, hardware-gated AI features — with one very practical sting in the tail: the cumulative...

Lenovo’s IFA keynote and hands-on demos in Berlin crystallized a simple, audacious claim: within four to five years every personal computer will be an “AI PC” — a device with a built‑in Neural Processing Unit (NPU) and the on‑device intelligence to run many AI tasks locally. That declaration...

Microsoft’s latest Canary‑channel experiment pushes intelligence deeper into the Windows shell: a new AI actions submenu in File Explorer lets you right‑click images to run Bing Visual Search, blur or remove backgrounds, and erase objects — all without opening a full editor. This context‑aware...