semantic indexing

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...

Microsoft’s Copilot app for Windows has received a staged Insider update that adds conversational, semantic file search on Copilot+ PCs and a redesigned Copilot home that surfaces recent apps, files and conversations — all packaged in Copilot app builds starting with version 1.25082.132.0 and...

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 has begun rolling out a staged update that brings semantic file search and a redesigned Copilot home to the Copilot on Windows app for Windows Insiders, with the semantics-driven search initially available only on certified Copilot+ PCs and the new homepage surfacing recent apps...

Microsoft has begun rolling out an update to the Copilot app on Windows that brings semantic file search to Copilot+ PCs and a redesigned Copilot homepage to Insiders, delivering tighter, AI-driven file discovery and faster access to recent apps, files, and guided help directly inside the...

Microsoft has begun rolling out a targeted update to the Copilot app on Windows that brings semantic file search to Copilot+ PCs and introduces a redesigned Copilot homepage for Windows Insiders, marking a clear step toward tighter on‑device AI integration in Windows. rr channel updates over the...

Windows 11’s latest 25H2 preview builds polish many of the small, everyday interactions that shape how people work on Windows — from tidier context menus and smoother taskbar animations to Start menu reorganizations and File Explorer refinements — all delivered as part of an incremental...

Microsoft has quietly moved to rationalize Windows Search by consolidating multiple search-related settings pages into a single, clearer settings hub in Windows 11 Insider Preview Build 27919, the latest Canary-channel release — a small but meaningful step toward taming an increasingly scattered...

Microsoft has recently introduced a series of enhancements to Windows 11, particularly focusing on improving the search functionality within the operating system. These updates aim to provide users with a more intuitive and efficient experience when locating images and other files. Enhanced...

Microsoft has officially announced Windows 11 version 25H2, slated for release in the latter half of 2025. This update emphasizes a streamlined upgrade process, leveraging the same platform and servicing stack as version 24H2, ensuring a swift installation comparable to a standard cumulative...

Microsoft's latest preview update for Windows 11, released on May 27, 2025, under KB5058502, introduces a suite of enhancements aimed at refining user experience and system performance. This update, applicable to OS Builds 22621.5413 and 22631.5413, is currently available for Education...

Azure AI Search’s introduction of agentic retrieval marks a transformative leap in how enterprises and developers approach the challenge of surfacing highly relevant, contextually precise answers within conversational AI systems. As organizations increasingly rely on intelligent agents, voice...

Microsoft has released the KB5058502 update for Windows 11, introducing builds 22621.5413 and 22631.5413. This preview update brings a host of new features and improvements aimed at enhancing user experience and system performance. Key Features and Enhancements Windows Recall One of the standout...

Windows 11’s relentless evolution continues, this time spearheaded by transformative advances in how users find files and information on their devices. Semantic Indexing, introduced with the Windows 11 May 2025 security update, leverages artificial intelligence and natural language processing to...

Microsoft has officially introduced on-device AI agents to Windows 11 through its Copilot+ PCs, marking a significant advancement in integrating artificial intelligence into everyday computing tasks. These AI agents are designed to streamline routine system operations, enhancing user experience...

In the rapidly evolving landscape of personal computing, semantic search is emerging as one of the key differentiators for Microsoft's Copilot+ PCs. Unlike traditional Windows 11 machines, Copilot+ devices leverage updated Windows Search with semantic indexing to deliver a substantially smarter...

Rolling out updates is a bit like hosting a dinner party for the in-laws: you’re never quite sure who’s going to show up early, complain about the appetizers, or inadvertently bring the place to its knees—possibly with a blue screen, if we’re talking Windows. Enter Windows 11’s KB5055627, a...

Windows 11’s latest update isn’t just about bug fixes or minor quality-of-life changes. It represents a genuine leap toward the AI-powered future Microsoft has been touting for years. For users watching the ecosystem evolve, this release is easily one of the most ambitious updates yet, armed...

A New Era in User Experience: Windows 11 KB5055627 Unveils AI-Powered Innovations Windows 11 is taking another significant leap forward with the release of Build 26100.3902 (KB5055627) to Windows Insiders in the Release Preview Channel. This update introduces an electrifying suite of AI-driven...

Windows 11 is paving the way for an even smarter desktop experience with enhancements to Copilot+, and this time the innovation comes in the form of semantic indexing. In a recent blog post for Windows Insiders, Microsoft unveiled a new feature that lets users search for files based on...