AI processing

Winsage
January 13, 2026
CES showcased significant advancements in artificial intelligence (AI) integrated into the Windows ecosystem, with various companies unveiling new products. Acer introduced the Copilot+ PCs, including the Swift 16 AI laptop with a haptic touchpad and Predator Helios Neo 16S AI gaming laptop. ASUS launched the Zenbook DUO, featuring dual OLED touchscreens, and the ROG Zephyrus Duo, a dual-screen gaming laptop. Dell refreshed its XPS brand with new laptops and monitors, while HP presented the EliteBook X G2 Series and the EliteBoard G1a Next Gen AI PC. Lenovo revealed several new Copilot+ PCs, and Samsung introduced the Galaxy Book6 series. AMD and Intel announced new processor lines, with AMD's Ryzen AI 400 Mobile Series and Intel's Core Ultra Series 3 processors. Qualcomm launched the Snapdragon X2 Plus for enhanced AI experiences in PCs.
Winsage
January 12, 2026
Microsoft is introducing the "Copilot+ PC," a new category of Windows PCs that run on Windows 11 but have specific hardware requirements, including up to 16GB of RAM, a 256GB SSD, and a Neural Processing Unit (NPU) capable of 40+ TOPs. The NPU is crucial for AI and machine learning tasks, allowing for on-device AI processing. Not all Windows 11 devices qualify as Copilot+ PCs, particularly older models with lower NPU capabilities. Microsoft claims that Copilot+ PCs enhance productivity and creativity with features like a dedicated Copilot key, Recall for screen activity, Live Captions in over 40 languages, image generation in Paint, and tools in Microsoft Photos for editing. Despite the focus on AI, some manufacturers are shifting their attention to other features such as build quality and gaming performance.
Winsage
December 23, 2025
Microsoft plans to eliminate all C and C++ code from its products by 2030, as announced by Galen Hunt on November 25, 2025. This decision follows significant malfunctions in Windows 11 that began in July 2025, affecting core components like the Start Menu and Taskbar. The company aims to achieve "1 engineer, 1 month, 1 million lines of code" through AI-assisted rewrites. A patch to address these issues is promised for December 2025. The initiative is part of Microsoft's Future of Scalable Software Engineering group, with a focus on leveraging AI to manage and modify code at scale. A Principal Software Engineer position has been opened, emphasizing expertise in Rust. Microsoft is investing heavily in AI infrastructure, with plans to allocate billions for datacenter construction in 2025.
Tech Optimizer
December 16, 2025
EnterpriseDB has introduced new features for EDB Postgres AI for WarehousePG, including per-core pricing and real-time data streaming. WarehousePG is an open-source PostgreSQL data warehouse derived from the Greenplum Database project, part of the EDB Postgres AI platform launched in May 2024. The enhancements include: - Real-time streaming data capabilities for immediate access to data for AI applications. - A predictable per-core pricing model to help manage AI development costs. - Improved data observability and sovereignty features with flexible deployment options across cloud and on-premises environments. These updates aim to address financial pressures associated with AI development, as enterprises increasingly invest in AI technologies. The per-core pricing model stabilizes costs compared to consumption-based models, while the data streaming capabilities support modern AI workflows. The update also includes an AI-ready architecture, flexible deployment options, and data governance features.
Winsage
December 8, 2025
A script named "RemoveWindowsAI," hosted on GitHub by developer zoicware, allows users to disable or remove AI features in Windows 11, such as Copilot and Recall. It modifies registry keys, removes AppX packages, and installs a custom update package to prevent reinstallation. The tool supports Windows 11 versions starting from 25H2 and includes options for user interaction and backups. Interest in the script increased significantly after a post on X, leading to over 12,000 likes and 300,000 views. The repository has received 938 stars and 25 forks. Microsoft has integrated AI features into Windows 11 but faces user concerns regarding privacy and performance, with some users expressing dissatisfaction over resource consumption and data harvesting.
Winsage
November 25, 2025
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
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.
Winsage
October 10, 2025
Microsoft is promoting the potential of neural processing units (NPUs) to enhance Windows intelligence, although NPUs are not yet part of official hardware requirements. NPUs are designed to accelerate local inference with lower power consumption and are found in devices from smartphones to Copilot+ PCs. Microsoft claims that NPUs can make sophisticated AI experiences more affordable, stating that tasks that once required expensive computing can now be performed on less costly devices. However, the current utility of local AI processing for users is limited, with few OS features requiring local processing and minimal impact on productivity. Microsoft has integrated AI capabilities into applications like Notepad and Photos, but these changes are not driven by user demand. Despite the lukewarm reception, Microsoft advocates for NPUs, highlighting their ability to run multiple AI applications concurrently. Concerns exist regarding future hardware requirements, as the company may eventually include NPUs in its specifications, echoing past experiences with Windows 10. As of early September, AI-enabled notebooks with NPUs made up 40.5 percent of the European distribution channel, a figure expected to rise.
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