on-device Archives

AppWizard

June 25, 2026

This free Pixel app is the reason I canceled my AI note-taking subscription

Sanuj Bhatia from Android Authority highlights the capabilities of Google’s Pixel Recorder app, which he found effective enough to cancel his subscription to a paid AI note-taking service. The app, upgraded with Gemini Nano technology in the Pixel 9 series, can record audio and generate live transcripts with punctuation and grammar corrections, identifying multiple speakers during meetings. It integrates with a web application for easy access to recordings and transcripts on desktop devices. The app processes data on-device, ensuring privacy, which is advantageous for professionals handling sensitive information. While it has limitations, such as not being able to join meetings virtually and lacking collaborative features, it is considered a reliable and cost-efficient alternative to traditional AI note-taking tools.

AppWizard

June 19, 2026

Pixel Screenshots just moved away from using on-device AI only, but is it less private?

The Pixel Screenshots app has transitioned from relying solely on on-device AI to a hybrid model that incorporates cloud processing. The latest update, version 1.26.134.11, reflects this change by revising the app's settings to indicate that AI processing may occur on-device or in the cloud. Google emphasizes that user privacy will be prioritized, utilizing a “secure, isolated environment” for processing. The update is currently rolling out and may not yet be available to all users in the Play Store.

Winsage

June 17, 2026

Introducing the next Surface Pro and Surface Laptop, built for performance and flexibility

Surface has evolved over 13 years through contributions from architects, developers, students, and engineers. In 2026, Surface will launch its most extensive Surface for Business lineup, including an integrated privacy screen and the Surface Laptop Ultra, designed for developers and creative professionals. The Surface RTX Spark Dev Box will cater to AI developers needing local compute power. The new Surface Pro and Surface Laptop, powered by Snapdragon X2 processors, will be available starting June 16, with business options launching on July 14. The Surface Pro 13-inch features up to 53% faster graphics performance, 15.5 hours of battery life, and a 1440p Quad HD camera, priced from 9. The Surface Laptop, starting at 9, offers up to 20 hours of battery life and 58% more graphics performance than previous models. Both devices include vibrant LCD screens and are available in multiple colors. Surface devices are designed for AI workloads, featuring dedicated NPU silicon and robust cloud connectivity. The new touchpad and Slim Pen provide haptic feedback for enhanced user experience. Surface devices prioritize sustainability, with enclosures made from 100% recycled aluminum and ENERGY STAR certification. A new Surface Repair Tool assists users with repairs. Exclusive offers are available for U.S. customers from June 16 to June 30, including complimentary accessories and trade-in savings.

Winsage

June 14, 2026

The Windows 11 June update makes your Start menu and Search feel much more snappier

Microsoft released update KB5094126 on June 9, 2026, for Windows 11 versions 24H2 and 25H2 to improve shell responsiveness. This update introduces the Low Latency Profile, which temporarily boosts CPU frequency for one to three seconds during interactions with system features like the Start menu and taskbar, resulting in system flyouts opening up to 70% faster and core applications launching up to 40% quicker. The update also includes features such as Shared Audio for simultaneous audio use by two users, enhanced Windows Task Manager with NPU usage columns, the ability for multiple applications to access the same camera stream, improved Windows Search for locating files with two characters, a refined installation process allowing custom user folder names, and optimizations to Windows Hello for authentication methods. The update also addresses over 200 security vulnerabilities.

Winsage

June 9, 2026

Hybrid AI Agents, Orchestration, and the Real Reason Microsoft is Fixing Windows 11 ⭐

Over the past weekend, the author reviewed session videos from Build 2026, focusing on Windows 11. The sessions were categorized into three areas: Windows app development, developer productivity, and agentic AI. The introduction of hybrid agents, which combine local AI sub-agents, was a notable development. Microsoft's partnership with Qualcomm led to the launch of Windows 10 on Arm-based PCs branded as Always Connected PCs, which evolved into Copilot+ PCs with Nuvia-powered chips for Windows 11. The Copilot+ PCs emphasize on-device AI experiences through powerful neural processing units (NPUs). The introduction of second-generation Snapdragon X2-based PCs is underway, although adoption is slower than expected. Microsoft confirmed that Windows 11 will integrate AI agents, including local AI agents and hybrid agents. The capabilities of local AI models are being enhanced, and Windows AI APIs will now support CPUs and GPUs. New Nvidia chipsets will enable large language models to run locally on PCs. The orchestration of local and cloud AI components is essential for efficient AI workload management. Microsoft is addressing user pain points to support a robust local foundation for hybrid AI, aiming to improve Windows 11 overall.

Winsage

June 7, 2026

Windows 11’s June 2026 Update Lands June 9 With Shared Audio And NPU Monitoring: The 6 Features Worth Knowing

Microsoft will begin rolling out the June 2026 update for Windows 11 on June 9, 2026. Key features include Shared Audio, which allows two users to listen to the same audio output from one device using a new Low Latency audio profile, and NPU monitoring in Task Manager, enabling users to track AI processing handled by the neural processing unit. The update also introduces multi-app camera streaming, custom account folder naming during setup, and various enhancements to Settings, Windows Hello, USB functionality, battery management, and personalization options.

AppWizard

June 5, 2026

My favorite Gboard upgrade looks ready to launch, and I can’t wait

Google is preparing to introduce the Rambler feature for Gboard, its new AI-powered voice typing capability, as part of the enhancements for Android 17. Rambler can understand natural speech, remove filler words, and detect self-corrections during dictation. A hidden toggle for Rambler has been found in the latest Gboard beta, indicating that preparations for its rollout are in progress. The feature may initially be exclusive to select flagship devices, such as the Samsung Galaxy S26 Ultra or the Pixel 10 series.

Winsage

June 4, 2026

TeamViewer integrates Windows AI VSR into Assist AR

TeamViewer is collaborating with Microsoft to integrate on-device artificial intelligence through the Windows AI API in its Assist AR product for frontline workers. The new Video Super Resolution (VSR) feature, announced at Microsoft Ignite 2025, enhances video quality by reconstructing and sharpening incoming video streams on the receiving Windows device, which helps reduce artifacts and optimize bandwidth usage. This feature is particularly useful for remote supporters dealing with weak or unstable mobile connections, improving the efficiency of remote assistance.

Winsage

June 3, 2026

Windows 11 Insider Build Adds AI Model Management Page With Limited Uninstall Support

Researchers at Pureinfotech discovered a new AI Components page in the Windows 11 Insider Experimental Preview build 26300.8553, which provides detailed information about local AI models on Copilot+ PCs. The page includes details such as the publisher, version, installation date, size, and total usage of each model. Currently, users can only uninstall the Phi Silica model, while it's uncertain if other AI components will have similar capabilities. The build also introduces expanded customization options for the Start menu, enhanced search functionality, and support for touch swipe gestures. The management page aims to address user concerns about the automatic installation of AI features and the need for transparency regarding their usage. Although the feature is not officially accessible yet, it indicates potential plans for future updates.

Winsage

June 3, 2026

Build 2026: Furthering Windows as the trusted platform for development

Build is an annual event focused on connecting with the global developer community and sharing innovations. Feedback from developers emphasizes the need for a frictionless and adaptable platform for seamless development across various environments. Key announcements include: - Coreutils for Windows: A suite of Linux-like command line utilities available natively on Windows. - WSL containers: A forthcoming public preview feature for creating and interacting with Linux containers. - Windows Development Skills: Structured knowledge for building native Windows apps using WinUI3 and WinApp CLI, now generally available. - Intelligent Terminal: An experimental feature integrating context-aware intelligence into the terminal for improved debugging and task execution. - Windows Developer Configurations: A WinGet-powered setup for distraction-free development, now generally available. - Windows 365 with Developer Configuration: A pre-configured cloud-based development environment in public preview. For security, the announcements include: - Microsoft Execution Containers (MXC) SDK: A policy-driven execution layer for agent access and containment, available in early preview. - Agent 365 integration: Enhances security for agents with protections from Defender, Entra, Intune, and Purview, available in preview. - OpenClaw: Runs securely on Windows using MXC for easy installation of agent connections. - NVIDIA's OpenShell: A deployment package for autonomous agents on Windows, built on MXC. - Windows 365 for Agents: Secure Cloud PCs for executing enterprise workflows, now generally available. For AI capabilities: - Aion 1.0 Instruct: An on-device small language model for local workloads, available soon. - Expanded Windows AI APIs: Now accessible on more Windows 11 PCs, enhancing local AI capabilities. - Surface RTX Spark Dev Box: A device for developers featuring NVIDIA RTX Spark silicon for local AI workloads. - DGX Station for Windows: A powerful AI supercomputer for developing agents, coming in Q4. - Project Solara: A platform for agent-driven experiences, simplifying development across environments. - New Speech Recognition API: Real-time, on-device transcription capabilities. - Expansion of Windows AI APIs across GPUs and CPUs: Now available for broader hardware support. Windows is enhancing its security framework to reduce risks and ensure robust protection for applications.