on-device AI Archives

Winsage

December 3, 2025

2025 – A year in recap

On the International Day of Persons with Disabilities, the Windows Accessibility team emphasizes their commitment to inclusivity and accessibility, guided by the principle of “nothing about us without us.” They collaborate with advisory boards from the disability community to enhance product features. Fluid Dictation on Windows allows users to dictate text seamlessly, correcting grammar and punctuation in real time, and operates offline on Copilot+ PCs. Voice Access has been improved to accommodate diverse communication styles, with features like adjustable wait time, a custom word dictionary, flexible command recognition, enhanced speech pattern recognition, and support for Chinese and Japanese. Narrator and Magnifier now feature human-like voices developed with Azure AI, enhancing the user experience with natural conversation nuances. Recent updates to Narrator in Microsoft Word improve navigation and text drafting, with clearer announcements and concise feedback on spelling and grammar. Additional enhancements include a Screen Curtain for privacy, richer image descriptions, and tools for speech recap and live transcription. Users are encouraged to provide feedback to guide further development, and technical assistance is available through the Disability Answer Desk.

AppWizard

November 26, 2025

Android set to lead Google’s charge into the PC market

Google is considering a new initiative called Aluminium, which aims to adapt Android's features for laptops and desktops, focusing on ARM architecture and improving multitasking, keyboard-and-mouse input, and file management. Android has over 3 billion active devices globally, while ChromeOS has a low market share in the PC sector. Android has evolved with updates like Android 12L, enhancing usability on large screens, and real-world implementations like Samsung DeX show its potential as a desktop OS. However, challenges remain regarding app usability on larger displays, and improvements in performance, security, and enterprise readiness are needed. Google plans to develop a refined Desktop Mode, implement UX guidelines, establish a native Linux workspace, enhance file access, integrate audio features, and collaborate with OEMs for compatible hardware.

Winsage

November 25, 2025

Windows 10’s End Forces UK SMEs to Rethink Technology

The end of Windows 10 support in October has prompted UK small businesses to reconsider their technology and security measures. Brian Horsburgh from Dell highlights the urgency for firms to upgrade to Windows 11 and integrate AI into their operations. Statistics show that 43% of businesses experienced a cyber breach last year, with 46% of IT decision-makers citing high-profile incidents as reasons to refresh their PC fleets. Despite budget concerns, Dell is addressing hesitations by showcasing the benefits of AI technology, such as improved productivity and security. AI PCs with Neural Processing Units (NPUs) enhance data security and streamline operations, allowing for tasks like automatic meeting note summarization. Dell offers flexible financing options to ease the financial burden of upgrading. The company promotes a phased approach to digital transformation, encouraging businesses to automate repetitive tasks and partner with technology providers for expert guidance. By leveraging AI, small businesses can improve customer experiences and make data-driven decisions, positioning themselves competitively in the market.

Winsage

November 18, 2025

Windows Is Becoming An Operating System For AI Agents

Microsoft Windows is evolving to incorporate AI agents that act autonomously, resembling digital coworkers. This shift is facilitated by the Model Context Protocol (MCP), which standardizes agent interactions with tools and data sources, ensuring secure access to system resources. Windows introduces an on-device registry of "agent connectors" for functionalities like file access and system settings, managed through an OS-level proxy that oversees identity, permissions, consent, and audit logging. The initial connectors focus on File Explorer and System Settings, defining clear capabilities and restrictions for agents. A transparent consent model allows users to manage permissions easily, promoting a user-friendly experience. The introduction of an Agent Workspace provides a dedicated environment for agents, ensuring they operate independently and with least-privileged access. Security measures include signed connectors and a standardized proxy for authentication and auditing, enabling visibility into agent actions. Windows is also expanding on-device AI processing with APIs for various functionalities, allowing agents to leverage local models securely. While Windows is not becoming an agent-first operating system, it is establishing a framework for human and agent interactions, positioning itself as a safe environment for AI operations. The foundational elements for this evolution include standard interfaces, clear permissions, isolated environments, and system-level observability.

AppWizard

October 30, 2025

Google just dropped a ton of updates for those who want to make apps for Android and the Play Store

Google has introduced AI-powered tools for developers to aid in app creation and expansion, aiming to lower development costs and improve visibility on the Play Store. Key updates include the integration of Gemini for high-quality translations of app text and Gemini-powered chart summaries on the Statistics page for better metric analysis. In Android Studio, "Agentic capabilities" allow AI to perform complex tasks like upgrading project APIs, and developers can integrate their own large language models. Google also launched the on-device Gemini Nano model through a new Prompt API for local AI functionalities. This initiative enhances competitiveness in the app development landscape, particularly against Apple, by offering free translations and accessible statistics for smaller developers while providing advanced tools for larger teams. The suite of tools encourages developer engagement and aims to foster a thriving community for Android innovation.

Winsage

October 29, 2025

Microsoft Issues Week D Preview Updates for Windows 11

Microsoft has released the Week D preview updates for Windows 11 versions 24H2 and 25H2, introducing Preview Update KB5067036, which upgrades version 25H2 to build 26200.7019 and version 24H2 to build 26100.7019. Key features include: - Copilot+ PCs: Improvements to Click to Do, allowing text translation, unit conversion, object selection, and interaction with Live Persona cards from Microsoft 365. Touchscreen access is available via a two-finger press. - File Explorer: Quick action commands in Home view for signed-in users, with future support for work and school actions. - Voice Access: Enhanced Fluid Dictation for grammar and punctuation, configurable command delays, and added support for Japanese. - Agent in Settings: Now supports the French language. - Windows Search: Enhanced semantic search available on all Copilot+ PCs. For all Windows 11 PCs: - Start Menu: Redesigned with a scrollable All section, responsive layout, and Phone Link integration. - Taskbar: Updated battery icon indicating status colors and an option to display battery life percentage. - File Explorer: Home view shows recommended files for MSA users and supports third-party cloud storage integration. - Lock Screen: Updated battery icons from the Taskbar are now visible. - Settings: The Email & accounts page has been renamed to Your accounts. - Administrator Protection: New security control available in Windows Security or through Microsoft Intune or Group Policy. - Quality Updates: Includes bug fixes, security enhancements, and new AI model versions for Copilot+ PCs. These features are part of a Controlled Feature Release (CFR) and will be rolled out gradually.

AppWizard

October 28, 2025

ChatGPT now available on KakaoTalk, S.Korea’s top messaging app

ChatGPT, developed by OpenAI Inc., has launched on KakaoTalk, South Korea's leading mobile chat platform, marking the first outcome of the partnership between Kakao Corp. and OpenAI announced in February. Kakao introduced ChatGPT for Kakao, integrating OpenAI’s GPT-5 model into the KakaoTalk interface, allowing users to access it via a new tab. Existing users can sign in with OpenAI credentials, while new users can register with their Kakao accounts. The service offers free and paid tiers, with limited access for free users. It integrates with Kakao Tools, providing access to various services like Kakao Map. Kakao is offering a subscription rebate for the paid ChatGPT Plus plan until December 31 and emphasizes user privacy regarding chat histories and data management. This launch is part of Kakao’s strategy to build an AI-agent ecosystem, which includes the Kanana service currently in beta, utilizing the Kanana Nano model for user assistance. Kakao plans to roll out Kanana across Android devices in the first quarter of next year and has launched PlayMCP for external partners to develop new content. Following the announcement, Kakao shares increased by over 4.5%.

Winsage

October 27, 2025

Windows 10 continues to help boost Mac sales

Investment in technology to support artificial intelligence is increasing, with many existing PCs, especially non-Windows ones, lacking the necessary capabilities for on-device AI. IT departments are prioritizing investments in AI-capable PCs as businesses seek to enhance productivity. Apple's Mac is recognized as a strong platform for AI technologies, and analysts are acknowledging the importance of AI-capable PCs for system upgrades. David Naranjo from Counterpoint states that the PC market's rebound in 2025 will focus on future-proofing with AI-capable devices, indicating a shift towards intelligence at the edge rather than just performance improvements. Organizations are strategically positioning themselves for future advancements in computing technology.

AppWizard

October 23, 2025

Google could be making it easier to see which apps are a threat (APK teardown)

Google is enhancing the safety and privacy features of its Pixel phones, focusing on the Live Threat Detection tool. This tool uses on-device AI to identify harmful applications and provides real-time alerts for suspicious activity. Upcoming updates include a dedicated page displaying a list of flagged apps and new alerts for apps monitoring device location or activity.

Winsage

October 23, 2025

PC market claws back thanks to Windows 10’s demise

Global PC shipments increased by 8.1 percent year-on-year in Q3 2025, driven by the impending end of support for Windows 10 and strategic inventory adjustments due to evolving U.S. import tariffs. Lenovo's shipments rose by 17.4 percent, HP's by 10.3 percent, Apple’s by 14.9 percent, and Asus reported a 14.1 percent annual increase. Dell experienced a slight decline of 0.9 percent compared to the previous year. The top five vendors now hold nearly three-quarters of the global PC market. Analysts predict a significant transformation in the industry with the introduction of AI-capable PCs starting in 2026, although current demand is primarily influenced by the need to upgrade from Windows 10. AI PCs are currently seen as more of a prestige item, with mass shipments of new AI-centric processors expected to begin in late 2026.