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Windows Reborn: Microsoft Moves Copilot into the Kernel, Launching the Era of the AI-Native OS
Winsage
January 1, 2026

Windows Reborn: Microsoft Moves Copilot into the Kernel, Launching the Era of the AI-Native OS

Microsoft is transitioning its Windows operating system to an "AI-native" platform, embedding AI capabilities directly into the Windows kernel, marking a significant architectural shift not seen in three decades. This new approach, called the "Agentic OS," allows AI to manage files, system settings, and workflows proactively. The updated kernel, partially rewritten in Rust, includes a new NPU-aware scheduler that treats the Neural Processing Unit as a primary resource. Microsoft has introduced "Agent Workspace" and "Agent Accounts" for autonomous agents, ensuring actions are logged and audited for compliance. Communication between agents and the system is facilitated by the Model Context Protocol (MCP). Hardware requirements for the new OS have increased, with benchmarks set for NPUs achieving 80 to 100 TOPS. Major PC manufacturers are adjusting their portfolios to accommodate "Agentic PCs." The competitive landscape is evolving, with companies like Alphabet and Apple developing their own AI-native platforms. The introduction of the AI-native kernel raises privacy and security concerns, with Microsoft implementing measures to restrict third-party access to the kernel. Future updates may include "self-healing" capabilities and "Cross-Device Agency," leading to a more integrated personal AI experience.
Google could be secretly training Gemini to focus on user 'Projects'
AppWizard
November 26, 2025

Google could be secretly training Gemini to focus on user ‘Projects’

Google is developing a feature called "Projects" for the Gemini app, allowing users to focus the AI on a specific topic by uploading "up to 10" files and providing instructions. This feature is designed to help organize work and ideas, similar to OpenAI's "Projects in ChatGPT." Additionally, Google is reportedly looking to integrate NotebookLM into the Gemini app, enabling users to import their NotebookLM notebooks. Updates to Gemini are expected to include a more personalized experience based on user interests and search behaviors.
Windows Moves To Agentic OS As Backlash Erupts
Winsage
November 13, 2025

Windows Moves To Agentic OS As Backlash Erupts

Microsoft's Windows chief, Pavan Davuluri, introduced the concept of an "agentic" operating system, which aims to integrate applications, cloud services, and devices for a more autonomous user experience. This vision has generated skepticism among users, who fear it may lead to intrusive AI interactions. The term "agentic" refers to systems capable of performing multi-step tasks on behalf of users, potentially enhancing integration with file systems, notifications, and cloud services. However, past experiences with intrusive advertisements and privacy concerns have led to a trust deficit among users. The introduction of such systems raises privacy and security issues, prompting regulatory scrutiny and calls for explicit permissions, human confirmation for significant actions, and robust local processing. Hardware manufacturers are investing in AI PCs to support these developments, while developers will have access to new APIs for application integration. Microsoft faces a messaging challenge in promoting this vision, needing to demonstrate clear benefits and prioritize user agency to alleviate concerns.
GenAI is emerging, and it could make the phone's form factor feel irrelevant
AppWizard
October 23, 2025

GenAI is emerging, and it could make the phone’s form factor feel irrelevant

The consumer technology landscape is shifting towards prioritizing artificial intelligence (AI) experiences over traditional hardware specifications, redefining consumer engagement with devices. Companies are focusing on user experiences enabled by AI, such as Samsung's collaboration with Perplexity for information access through televisions. Tech giants like Google and Motorola are highlighting AI functionalities in their marketing, while Nothing is investing in AI-native devices. The introduction of GenAI into premium smartphones has brought features like real-time image editing and personalized content generation. IDC predicts that users will soon interact with personalized AI across various devices, facilitating seamless transitions between them. AI-powered devices, such as the Meta Ray-Ban Display glasses, offer hands-free assistance, enhancing user convenience. Consumers are looking for features that save time and improve convenience, and companies that successfully leverage AI for tangible benefits are likely to lead the market.
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