natural language search Archives

Winsage

April 20, 2026

“The vault is solid, the delivery truck is not” — strong key storage, shaky transfer: why this Windows Recall feature raises new security questions

Windows Recall, an AI-driven tool by Microsoft designed to capture and analyze users' screen content, was initially unveiled in 2024 but faced a delayed rollout due to significant security concerns. It launched in April 2025 with enhanced security features, including isolation within a "VBS Enclave" to protect against third-party access and filtering out sensitive information. However, security researcher Alexander Hagenah identified a flaw where data is transmitted to a less secure process, d AIXHost.exe, allowing tools like TotalRecall Reloaded to access sensitive data without administrative privileges. Despite reporting this vulnerability, Microsoft deemed it "not a vulnerability" and has not planned significant fixes. In response to user backlash, Microsoft is reassessing its AI initiatives, including Windows Recall, while privacy-focused organizations have introduced features to block the tool. Experts are calling for improved security protocols and user opt-out options.

AppWizard

March 28, 2026

I ditched Google Drive and Photos for this privacy-focused app, and I couldn’t be happier

Rita El Khoury is transitioning from Google Drive to Proton Drive due to privacy concerns. A poll indicated that 62% of respondents would consider moving away from Google Drive for security reasons. El Khoury values Proton Drive's end-to-end encryption, which ensures only users can access their files, unlike Google Drive, which lacks this feature. She appreciates Proton Drive's unified interface and minimalist design in Proton Docs, but notes its limitations, such as fewer convenience features and only 5GB of free storage compared to Google Drive's 15GB. The choice between the two services depends on individual priorities regarding privacy and features.

Winsage

February 20, 2026

Hands on with Windows 11 26H1 and why this update is not meant for your PC

Microsoft has announced Windows 11 26H1, a release intended exclusively for new ARM devices launching in 2026, specifically those powered by the Snapdragon X2 series. This version is not a feature update for existing PCs and will not appear in Windows Update notifications for users on Intel or AMD hardware. Windows 11 26H1 is based on a new internal core designed for ARM silicon, referred to as a "hardware-optimized release," and may carry the codename Bromine. The OS Build number for 26H1 is 28020.1611, distinguishing it from previous updates. Key enhancements include full integration of semantic natural-language search within Settings, an increase in the FAT32 format limit from 32 GB to 2 TB, and UI refinements. Notable omissions include the removal of .NET Framework 3.5 as an optional feature and a safeguard preventing the System Preparation Tool from running in Safe Mode. Windows 11 26H2 is expected later in 2026 for existing PCs.

AppWizard

January 31, 2026

Finding new Play Store apps used to be frustrating, but this clever tool changes everything

Navigating the Google Play Store can be frustrating due to its inadequate search functionality and the prevalence of sponsored apps and ads. The App Finder application offers a solution by allowing users to define their own search criteria and providing advanced search capabilities tailored specifically for the Play Store. Users can apply various filters such as app titles, ratings, downloads, and genres to refine their search results significantly. App Finder also helps users find discounted apps and provides access to data by country or worldwide statistics. While the app's interface is functional but not visually appealing, it remains accessible with a free version and offers a paid upgrade for additional features. However, it has not been updated since October 2024, raising concerns about its future viability.

Winsage

December 8, 2025

Windows is rolling out the ability to handle all app updates from just your OS, but with limited support right now

The latest Windows update introduces the Unified Update Orchestration Platform (UOP), allowing applications to autonomously download and install updates based on user activity and system state. UOP enables individual apps to use their own backend updating services, facilitating app updates during periods of inactivity. It supports both Windows and non-Windows applications and provides a centralized update history for all installed software. Currently, no applications have adopted UOP, but users in the Dev and Beta channels will gradually gain access. The update also includes AI enhancements, such as support for the Model Context Protocol, improved natural language search capabilities, and a more intuitive "open with" feature that suggests suitable applications for file types.

Winsage

October 10, 2025

Copilot on Windows: Connectors, and Document Creation begin rolling out to Windows Insiders

Microsoft has rolled out an update for the Copilot app on Windows, introducing several enhancements. The new version allows users to connect with personal services such as OneDrive, Outlook, Google Drive, Gmail, Google Calendar, and Google Contacts, enabling natural language search across these accounts. Users can link both Microsoft and third-party accounts through the Settings page in the Copilot app. Additionally, the updated Copilot app enables users to create and export content in various file formats, including Word documents, Excel spreadsheets, PDFs, and PowerPoint presentations, directly from their session. The update is version 1.25095.161.0 and higher, being gradually rolled out across all Insider Channels via the Microsoft Store. Users are encouraged to provide feedback through the app.

Winsage

August 4, 2025

Don’t trust Windows 11’s Recall feature? A new report will only harden your resolve to never use the AI-powered search

Windows 11's Recall feature, an AI-driven tool for enhancing user experience through natural language search, has been criticized for its handling of sensitive information. Despite improvements since its preview launch, it has struggled to consistently filter out sensitive data, such as credit card numbers and passwords, especially when explicit markers are absent. In testing, Recall captured sensitive information during online banking and shopping activities, raising privacy concerns. The feature is still in preview mode, and Microsoft acknowledges its limitations, encouraging user feedback for improvements. Recall is turned off by default on Copilot+ PCs, and accessing screenshots requires physical or remote access to the device, posing potential security risks.

Winsage

June 6, 2025

AI-powered Relight and Search now available in Microsoft Photos

The Microsoft Photos app has been updated on Windows 11, introducing new features for Copilot+ PCs. The Relight feature allows users to adjust lighting in images by positioning up to three light sources, changing light color, and setting a focus point, with additional brightness and intensity controls. Built-in presets are also available for quick application. This feature will initially be available on Snapdragon-powered Copilot+ PCs, with support for AMD and Intel-powered devices coming soon. The app now includes improved photo search using natural language, enabling users to find images by descriptive phrases. For commercial users signed in with Microsoft Entra ID, access to Restyle Image and Image Creator is now available. Users should update their Photos app to version 2025.11060.5006.0 or higher to access these features.

Winsage

May 8, 2025

Fed up with irrelevant results cluttering up your Windows 11 searches? I certainly am, and it looks like the situation’s going downhill from here

Microsoft is enhancing the search functionality in Windows 11 by integrating apps from the Microsoft Store into search results, allowing users to find and install applications from the Start menu or Taskbar. This initiative has received mixed reactions, with some users wanting an option to disable the feature. Additionally, Microsoft is introducing natural language search functionality for Copilot+ PCs and is working to improve the performance of the Microsoft Store.

Winsage

April 23, 2025

Microsoft finally plays its trump AI card, Recall, in Windows 11 – but for me, it’s completely overshadowed by another new ability for Copilot+ PCs

Microsoft has rolled out the Recall feature for Windows 11 on Copilot+ PCs as part of the April preview update, enhancing user experience with saved screenshots for natural language searches. The Click to Do feature is now generally available, offering AI-driven actions, and the search functionality has been upgraded to allow natural language searches from local and cloud resources. The Live Captions feature now includes real-time translations in Simplified Chinese, covering 27 languages. Recall processes information locally for privacy, and users can opt out or remove it entirely. The rollout of Recall may be controlled, and users should download the April 2025 preview update to access it. Enhanced search functionality can reduce the time to locate images by up to 70% on Copilot+ devices compared to Windows 10.