natural language search

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 pushed Microsoft 365 Copilot deeper into the employee experience by making Copilot for Viva Engage generally available to eligible customers, embedding a context-aware generative AI assistant that summarizes conversations, surfaces trends, improves discoverability, and provides...

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 Edge has taken a decisive leap into the future of browsing with the introduction of Copilot Mode, an AI-driven assistant that promises to reshape how users interact with the web. As generative AI assistants become mainstream across platforms, Edge positions itself at the forefront...

Microsoft has taken another bold step in the rapidly evolving world of browser-based artificial intelligence, unveiling a new and notably experimental “Copilot Mode” for its Edge browser. This feature, positioned as part of a broader expansion of Microsoft’s Copilot AI assistant, goes far beyond...

Windows 11 Insiders have reason to celebrate as Microsoft’s latest preview builds—Dev Channel build 26200.5722 and Beta Channel build 26120.5722, both delivered as KB5062669—bring a suite of meaningful enhancements and fixes, many targeting long-standing user pain points. With a shared changelog...

Windows 11’s latest update marks a turning point in Microsoft’s long-term drive to blend artificial intelligence into the fabric of its operating system, elevating both day-to-day productivity and the underlying user experience. As Copilot+ PCs hit store shelves, Microsoft is breaking new ground...

Microsoft’s Copilot AI assistant has once again pushed the boundaries of productivity on Windows desktops, introducing a marked upgrade that is capturing the attention of both Windows 10 and 11 users: accelerated, context-aware local file search. Until recently a tantalizing promise reserved for...

Microsoft’s Copilot chatbot, an increasingly central feature of both Windows 11 and Windows 10, has entered a crucial new phase with the integration of local file search—a capability that marks a significant evolution in how users interact with their PCs. By enabling Copilot to locate documents...

For anyone who has spent countless hours hunting for a specific file in the maze of Windows folders, the limitations of Windows Search have long been a pain point. The introduction of Copilot’s new AI-powered file search promises a significant leap toward smarter, more intuitive discovery—one...

Apple’s Worldwide Developers Conference (WWDC) is always a spectacle for tech enthusiasts and Apple fans alike, but this year’s unveiling of the next wave of software updates—set to land on iPhone, iPad, Mac, Apple Watch, Apple TV, and Vision Pro—brought a significant shift in both style and...

Navigating the immense landscape of data within enterprise environments has always carried challenges, from compliance and integration to the simple act of user engagement. Microsoft’s recent rollout introducing Natural Language Search (NLS) for lists in Power Pages marks a pivotal shift in how...

Microsoft has introduced a significant enhancement to Windows 11 with the release of its latest Insider Preview Build, featuring an AI-powered search agent integrated directly into the Settings app. This development aims to streamline user interactions by allowing natural language queries to...

Microsoft’s Power Pages platform continues to redefine the ways businesses and organizations create and manage web content, and its latest release marks a significant milestone: the debut of AI-powered Search and Summary components, now available within the Power Pages Component Library. These...

Here’s a summary and key points from the press release “Preservica Accelerates AI Innovation for Archiving, Digital Preservation and Discovery in Microsoft 365”: Overview: Preservica, a leader in Active Digital Preservation, is announcing new AI-powered innovations for archiving, metadata...

Microsoft’s ongoing refinement of Windows 11 continues to be shaped by its two core mandates: meeting the needs of modern organizations and staying ahead in the rapidly evolving landscape of AI-powered computing. The May 2025 updates to Windows 11 deliver fresh security innovations, management...

Microsoft is once again poised to redefine the modern computing experience with an ambitious, sweeping update to Windows 11—one that blends a visually refreshed Start menu with a host of powerful artificial intelligence (AI) features across the operating system. This advance offers not just...

Searching for specific content within long webpages or dense technical articles has historically hinged on the simplicity of pressing Ctrl + F and hoping that the right keyword produces a highlight in Microsoft Edge. Yet, as websites grow more complex and information becomes more nuanced...

The pace of innovation within Windows 11 demonstrates Microsoft’s relentless drive to make the operating system more adaptive, intelligent, and accessible for a wide spectrum of users. In its latest update—announced alongside new Surface hardware—Microsoft has begun to roll out a compelling...

Microsoft has recently unveiled a suite of AI-driven enhancements for Copilot+ PCs, marking a significant advancement in Windows 11's capabilities. The April 2025 Windows non-security preview update introduces three pivotal features: Recall, Click to Do, and an improved Windows Search. Recall: A...