on-device ai

Apple's macOS Tahoe and Microsoft's Windows 11 now occupy distinctly different strategic positions: Apple is pushing an aesthetic and intelligence-led evolution that treats the desktop as a personal, context-aware companion, while Microsoft continues to fold AI into a broadly compatible...

In a deliberately fictional exercise staged by IPAA ACT, a cabinet decision to replace frontline public servants with AI agents culminates in spectacle and sharp lessons: procurement defaults to a dominant vendor, automated casework produces unexpected harms for vulnerable communities, and an...

Google’s Gemini Live is rapidly moving from an experimental demo into a genuinely helpful, multimodal assistant you can point at the world — and that means users are already inventing clever, occasionally eyebrow-raising ways to put the feature to work, from helping at board games to packing a...

Microsoft’s Windows 11 25H2 arrives as a compact, operationally focused update: an enablement package that flips on capabilities already seeded into the platform, adds a handful of practical conveniences (notably a native sudo command, archive handling in File Explorer, and groundwork for Wi‑Fi...

Windows 11’s latest Insider preview flight doubles down on Copilot: a new, inline prompt box appears inside the Click to Do context menu, Start shows example Copilot prompts, and Microsoft continues to weave on‑device AI into everyday workflows — all while shipping accessibility fixes, Emoji...

Microsoft’s latest Insider preview (Build 26220.6682, KB5065782) sharpens Narrator’s reading and navigation behavior, brings a small curated set of Emoji 16.0 glyphs to the emoji picker, and rolls out incremental Click to Do (Copilot) refinements — changes that are small in headline but...

Microsoft Edge’s latest beta builds are shipping a preview of AI-powered live audio translation for videos on Windows 11 — a feature that can generate translated subtitles or even dub spoken audio in real time — but it comes with a notable hardware bar: Microsoft says your device must have at...

Microsoft is quietly moving generative AI from apps into the very heart of Windows by adding an AI Actions submenu to File Explorer — a right‑click surface that lets you run visual search or apply quick, model‑driven image edits without opening a separate editor. The capability, visible in the...

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 has released the September 2025 cumulative security update for Windows 11, version 24H2 — KB5065426 (OS Build 26100.6584) — a combined Latest Cumulative Update (LCU) and Servicing Stack Update (SSU) that delivers security hardening, targeted bug fixes, AI component updates for Copilot+...

Microsoft is testing a set of context‑aware AI editing tools that sit directly in File Explorer, letting you right‑click an image or document and invoke tasks such as Bing Visual Search, background blur/removal, generative object erase, and document summarization — and there are documented ways...

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...

Apple’s AI crossroads tightened this week as multiple reports say the company is quietly weighing an extraordinary course correction: instead of shipping its own large language model as the core of the long‑promised Siri overhaul, Apple is exploring licensing or otherwise using Google’s Gemini —...

Microsoft’s September Patch Tuesday brings a substantial, feature‑heavy cumulative update to Windows 11—KB5065426—delivering a mix of visible UI polish, staged Copilot+ AI capabilities, privacy controls for on‑device generative features, and a set of bug and security fixes that administrators...

Microsoft's Copilot app for Windows 11 just received a redesign that does more than tidy the chat window — it reorganizes Copilot into a Start menu–style hub that surfaces recent files, apps, and ongoing work, and hints at a deeper future in which the AI assistant becomes the central navigation...

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...

Microsoft’s latest Dev‑Channel flight, Windows 11 Insider Preview Build 26220.5790 (KB5065779), brings a focused set of Copilot+ features—most notably Fluid Dictation in Voice Access—along with wider Windows Studio Effects support for additional cameras, new Copilot‑driven File Explorer hover...

Windows 11’s latest Beta-channel preview, Build 26120.5790, brings two pragmatic AI upgrades—fluid dictation and expanded Windows Studio Effects for additional cameras on Copilot+ PCs—alongside a UI tweak in File Explorer’s Home panel that may please some users but annoy others with added visual...

Acer’s new Swift Air 16 arrived at IFA 2025 as a design stunt with a practical edge: a full‑size 16‑inch Windows 11 Copilot+ laptop that, in its lightest configuration, tips the scales at under 1 kilogram — a weight milestone that reshapes expectations for ultraportables and puts pressure on...