generative AI models

AppWizard
February 20, 2026
Google reported a decrease in malicious apps targeting its Google Play platform, preventing 1.75 million policy-violating apps from being published in 2025, down from 2.36 million in 2024 and 2.28 million in 2023. The company banned over 80,000 developer accounts in 2025 for attempting to publish harmful apps, a decrease from 158,000 in 2024 and 333,000 in 2023. Google conducts over 10,000 safety checks on every app before publication and has integrated generative AI models into the app review process. The company prevented more than 255,000 apps from gaining excessive access to sensitive user information, down from 1.3 million in 2024, and blocked 160 million spam ratings and reviews. Additionally, Google Play Protect identified over 27 million new malicious apps, an increase from 13 million in 2024 and five million in 2023.
AppWizard
February 20, 2026
Google blocked 1.75 million applications from the Play Store in 2025 for policy violations and took action against over 80,000 developer accounts identified as “bad actors.” Additionally, 255,000 apps were restricted from accessing sensitive user data. The company implemented measures such as developer verification, mandatory pre-review checks, and stringent testing requirements to enhance security. Google’s Play Protect system scanned 350 billion apps daily and flagged 27 million malicious applications outside the Play Store. The integration of Generative AI models into the app review process improved the identification of malicious patterns and expedited application reviews.
AppWizard
February 19, 2026
Google blocked over 255,000 Android apps from gaining excessive access to sensitive user data and rejected more than 1.75 million apps from publication on Google Play due to policy violations. The company banned over 80,000 "bad developer accounts" and detected more than 1.75 million policy-violating apps. Google blocked 160 million spam ratings to prevent an average 0.5-star drop in targeted apps. Play Protect scans over 350 billion apps daily, identifying over 27 million malicious apps sideloaded from outside Google Play, and successfully blocked 266 million installation attempts from 872,000 unique risky apps. The Play Integrity API processes over 20 billion checks daily, and new hardware-backed signals and in-app remediation prompts were introduced in 2025. Android 16 includes built-in protections against “tapjacking attacks.”
Winsage
November 22, 2025
Mustafa Suleyman, Microsoft's AI CEO, expressed surprise at the skepticism towards generative AI tools, noting a lack of enthusiasm for advancements that enable fluent conversations with AI. Microsoft is developing "agentic" services, with Pavan Davuluri stating that the operating system is evolving into an agentic OS. Critics have raised concerns about the rapid deployment of generative AI models, citing instances of inaccuracies in performance, such as a chatbot misidentifying geographical locations. There are also ethical concerns regarding the use of copyrighted material for training AI systems and the commercialization of AI technology prioritizing profit over responsible development. The tech industry is at a crucial juncture, emphasizing the need for caution and ethical practices in the evolution of AI.
Winsage
September 9, 2025
Windows 11 users can expect new features with the cumulative updates KB5065426 for versions 23H2 and 24H2. Key improvements include: - Revamped homepage experience in Recall with shortcuts and enhanced filtering controls. - Interactive tutorial for Click to Do available on first launch. - Agent in Settings now accessible on AMD- and Intel-based Copilot+ PCs, limited to English. - Taskbar search now uses a grid view for images, with a status pane for indexing and clear distinctions between local and cloud files. - Option for a larger clock in the Notification center through Date and Calendar settings. - System dialogs now appear modally, dimming the desktop. - Lock screen widgets can be added, removed, and rearranged, with a new small sizing option. - Minor visual changes in File Explorer's context menu. - Redesigned Windows Hello interface with various authentication methods. - New section in Settings for managing third-party applications using generative AI models. - Widgets board supports multiple dashboards and an organized Discover feed. - Task Manager displays more accurate CPU usage with an optional CPU Utility column. The updates also include security and bug fixes for ReFS, the Chinese (Simplified) IME, and Arm64 performance, requiring a reboot for installation.
Winsage
September 9, 2025
Microsoft is piloting AI-driven features in File Explorer for Windows 11, called "AI actions," which allow users to interact with images and documents without opening files. Users can perform tasks on JPG, JPEG, and PNG files such as removing backgrounds, erasing unwanted objects, and blurring backgrounds. A reverse image search tool is also integrated, enabling searches through Bing. Windows Insiders can access these features by right-clicking on supported image files and selecting "AI actions." This functionality is available to users in the Canary Channel with Windows 11 Insider Preview Build 27938. The latest build also includes enhancements to user privacy and security, providing transparency on third-party applications using Windows' generative AI models. Additionally, Microsoft introduced new AI agents that simplify changing settings on Snapdragon-powered Copilot+ PCs using natural language processing.
Winsage
September 9, 2025
Microsoft has released a new Canary build of Windows 11, specifically Insider Preview Build 27938, featuring AI actions in File Explorer for tasks like document summarization and image editing. The update includes bug fixes, new clock options that display seconds, and enhanced AI privacy settings, allowing users to monitor third-party applications using generative AI models. The AI Actions context menu offers four image editing functionalities: Bing Visual Search, Blur Background, Erase Objects, and Remove Background. Additionally, users can enable a larger clock display in the Notification Center.
Search