on-device inference

Microsoft’s Windows support documentation now lists discrete, versioned AI building blocks inside the operating system — including an Image Processing AI component and an Image Transform AI component — positioning Windows 11 and Copilot+ hardware as the platform for local image inference and...

Local AI browsers now let your phone run a full assistant without sending private queries to cloud servers — but setting one up takes planning, correct hardware, and an understanding of trade‑offs between privacy, performance, and convenience. In this piece we walk through the realistic options...

Dell's first mobile workstation to ship with a discrete Qualcomm NPU is arriving in the hands of Linux users today—November 20, 2025—while the Windows 11 factory preload is being pushed to early 2026, creating an unusual reversal in which the Linux SKU with the Qualcomm AI 100 accelerator is...

Microsoft's plan to make Windows “agentic” — where AI agents run on the PC, connect to apps, and take multi‑step actions for users — has moved from roadmap to platform-level engineering, and that pivot is already reshaping developer tooling, hardware requirements, and the user experience debate...

The moment I booted the Minix ER937‑AI, wiped Windows 11, flashed a Linux USB stick and had Ollama answering a prompt in seconds, it became obvious this tiny machine was more than a lightweight desktop — it was a compact, pragmatic workstation that delivered real local‑AI capability without the...

Microsoft has begun previewing an AI-powered organizational upgrade to the Photos app on Windows 11 that automatically sorts images into four focused categories—Screenshots, Receipts, Identity documents, and Notes—and is currently available for testing on Copilot+ PCs enrolled in the Windows...

Google has quietly — and decisively — converted Chrome from a passive window onto the web into an AI-powered browsing platform by embedding Gemini throughout the browser, adding a Gemini toolbar button, an AI Mode in the omnibox, and the groundwork for agentic automation that can act on users’...

Microsoft’s Copilot is quietly evolving from a conversational assistant into a multi-modal, transactional platform — and recent test-build evidence shows the company is explicitly styling that evolution around three pillars: search that surfaces explicit references, shopping and order...

Artificial intelligence would have told Pete Carroll to hand the ball to Marshawn Lynch. The verdict — blunt, repeatable and nearly universal among modern analysts — is now being echoed by the same generative models that pundits and teams are experimenting with at the edge of NFL operations. Yet...

Microsoft is quietly folding AI-powered image editing and Bing visual search directly into the File Explorer right‑click menu as part of Insider testing, a move that turns the once‑simple file manager into a micro‑workflow gateway for quick edits and visual lookups. Background Microsoft’s...

Microsoft’s latest Canary-flight experiment stitches small, familiar conveniences into a broader push to make generative AI an everyday part of the Windows shell: right‑click inside File Explorer and you may now see an AI actions submenu that offers visual search and one‑click image edits...

I avoided Copilot for years, but after forcing myself to try specific features I quietly use them every day — not because the assistant is flawless, but because a handful of targeted tools actually save time and reduce friction in common tasks. The move from novelty “chatbot” to practical...

A quietly radical idea—don’t put another screen on your face; put intelligence in your ears—has surfaced from inside Microsoft’s design ranks and, in doing so, reopened a long-running debate about how AI should meet the world. The Copilot Veja concept, an unofficial design study by Microsoft...

Microsoft has begun rolling out a staged Windows Insider preview that adds two tightly linked AI features to the Copilot app: semantic file search for locating documents and images with natural‑language queries, and a redesigned Copilot home that surfaces recent files, apps and Vision‑driven...

Microsoft has begun expanding a staged Insider preview that brings semantic file search to Copilot+ PCs and ships a redesigned Copilot home inside the Copilot app for Windows Insiders, packaging natural‑language file and image discovery alongside a new, context‑aware workspace that surfaces...

Microsoft’s latest Copilot update for Windows 11 is quietly expanding the assistant’s remit from a sidebar helper into a more capable, context-aware productivity hub by testing AI-powered semantic file and image search inside the Copilot app and a redesigned Copilot home that pairs recent...

Microsoft’s Copilot for Windows just took a meaningful step toward making file discovery and everyday assistance feel conversational: a staged Insider rollout now brings semantic file search to Copilot+ PCs and a redesigned Copilot home that surfaces recent apps, files and Vision-driven guided...

Microsoft has started rolling out a meaningful update to the Copilot app for Windows Insiders that brings semantic file search (on Copilot+ PCs) and a redesigned Copilot homepage with quicker access to recent apps, files, and Vision-driven guidance — a staged release that promises faster, more...

AI browser assistants are quietly sweeping up private, sensitive information from pages users assume are off-limits — including medical records, bank details, academic transcripts, and even social security numbers — according to a new cross‑national audit of the most popular generative-AI...

Microsoft’s push into the frontier of artificial intelligence continues to accelerate, but with a distinctly pragmatic twist. As industry headlines swirl with news of headline-grabbing super-models and multi-billion-dollar partnerships, the company’s latest offering – the...