computing

Tech Optimizer
August 18, 2025
EnterpriseDB has enhanced its EDB Postgres AI platform by integrating NVIDIA's accelerated computing and AI software, aiming to improve AI and data platform capabilities built on PostgreSQL. The integration provides a secure, high-performance environment for generative and agentic AI solutions while ensuring enterprise-grade governance and cost efficiency. Key performance improvements include a 2-3x throughput increase for data embedding tasks, a 5-2x enhancement for retrieval performance, and up to 30x faster insights from data through optimized AI pipelines. This results in significant cost savings compared to traditional cloud-native AI stacks. EDB, as an NVIDIA NPN partner, has access to NVIDIA's latest software innovations. Nancy Hensley, Chief Product Officer of EDB, highlighted the importance of sovereignty in enterprise AI. Currently, only 13 percent of major enterprises achieve sustainable ROI from their AI initiatives, but 90 percent plan to develop their own AI and data platforms in the next three years, emphasizing the need for sovereign AI to overcome infrastructure fragmentation and control data and AI models.
Winsage
August 18, 2025
Microsoft is working to enhance the dark mode experience in Windows 11, focusing on extending it to critical interface components like dialog boxes for file operations. Observations indicate that a preview build includes changes that promise a dark background for these dialog boxes, although some elements still reflect the traditional light theme. The updates are currently hidden and require specific user configurations to access. Despite the slow evolution of dark mode since its introduction in Windows 10, recent developments suggest that Microsoft is prioritizing its completion in Windows 11.
Winsage
August 16, 2025
Windows 12 is generating excitement among users, with anticipated features including a redesigned interface with AI capabilities, accelerated startup times, enhanced cloud service integration, improved multitasking tools, and gaming upgrades. Industry experts speculate a potential launch in late 2025, specifically between September and December. The integration of Microsoft's Copilot is expected to enhance productivity through intelligent task optimization and personalized settings. Windows 12 may also include enhanced Snap Layouts, dynamic widgets, and floating taskbars. Cloud storage will play a significant role, providing seamless file access and faster app updates. Gaming improvements may feature DirectStorage 2.0 and AI-enhanced graphics. Users may need to upgrade their hardware to support these new features. While the release date and features remain unconfirmed by Microsoft, the updates are expected to build on Windows 11 rather than overhaul it completely.
Winsage
August 16, 2025
Windows 12 will introduce ambient computing, allowing devices to be more attuned to environments and user activities, moving beyond traditional input methods. It will feature artificial intelligence for contextual assistance and multimodal interaction, enabling users to communicate through natural voice commands. The visual interface will transform with proactive AI agents assisting users. Windows 12 will utilize a hybrid approach of local processing and cloud computing. Privacy concerns arise due to the need for continuous monitoring and access to personal data, prompting demands for transparency and control over data usage.
Winsage
August 15, 2025
Pavan Davuluri, head of Windows + Devices at Microsoft, discussed the integration of artificial intelligence, voice interaction, and cloud computing in Windows. He introduced Windows 365 Link, a device for seamless access to Windows 365, emphasizing a streamlined user experience. The hybrid computing model, first mentioned by CEO Satya Nadella, is central to Microsoft's strategy, with features like Copilot enhancing productivity. Davuluri noted a revival of voice interaction in Windows, with advancements in multimodal computing and features like Copilot Vision for conversational user interaction. He acknowledged uncertainty about the future of Microsoft's Surface devices but emphasized a commitment to hardware innovation.
Winsage
August 15, 2025
Microsoft's corporate VP, Pavan Davuluri, discussed the future of the Windows operating system, focusing on the role of generative AI and voice-activated controls. He indicated that significant changes in human interfaces are expected over the next five years, moving away from traditional input methods like mice and keyboards. Windows will expand across various devices, allowing users to interact through voice commands while writing or inking. Upcoming devices may have the capability to visually understand desktop content, leading to a more multimodal and intuitive user experience. Concerns about data privacy arise due to increased reliance on AI, but Microsoft is exploring AI models that can operate directly on devices to enhance user privacy. Some AI functionalities are already available in Windows 11, while a large portion of users still operates on Windows 10, which will lose official support in October.
Winsage
August 15, 2025
Microsoft is integrating artificial intelligence and cloud technology into its operating system, with a focus on transforming user interaction away from traditional mouse and keyboard methods. Pavan Davuluri, head of Windows and devices at Microsoft, indicated that future versions of Windows may allow natural language engagement, enabling users to speak while writing or collaborating. This concept is partially implemented in Windows 11 through the Copilot AI platform. A new operating system, possibly called Windows 12 or Windows Chat, is expected to be released within the next five years, likely before 2030, reflecting a trend towards intuitive, voice-driven interactions.
Winsage
August 14, 2025
The Surface Neo was unveiled in October 2019 with a planned release for the holiday season of 2020 but was postponed indefinitely in 2021. It features a design that combines metal, glass, and polycarbonate, with two 9-inch LCD displays at a resolution of 1920x1440. The device is 5.6mm thick and supports multiple usage modes, including dual-screen and laptop configurations. It was designed to work with accessories like the Surface Slim Pen and a magnetic keyboard, although the keyboard has smaller keys and shallow key travel. The Surface Neo is powered by an Intel Lakefield chip, which struggles with performance and thermal throttling. The unfinished Windows 10X operating system showcased potential for multitasking but lacked a robust selection of applications. Ultimately, the Surface Neo represents a missed opportunity in the tech landscape.
Winsage
August 14, 2025
Pavan Davuluri, the executive responsible for Windows product development, discussed the future of Windows, emphasizing the role of artificial intelligence in its evolution. Key initiatives include enhancements to Windows 11, the introduction of Copilot+ devices, and advancements in Windows 365 and Azure Virtual Desktop. Significant transformations in user interaction are expected, integrating voice, vision, pen, and touch. AI models will enhance file search functionalities with a semantic indexer for improved relevance and accuracy. A new AI agent in the Settings app allows natural language interaction. The integration of cloud capabilities aims to create a hybrid model combining local power with cloud functionality. Davuluri predicts that computing will become more ambient and pervasive, with multimodal interactions. He encourages users to explore AI features, highlighting Copilot as an entry point for experimentation.
Winsage
August 14, 2025
Pavan Davuluri, Microsoft's Windows and Devices chief, discussed the future of the operating system, emphasizing a vision for a multimodal computing experience that integrates voice, touch, and pen control, along with AI features. He envisions computing becoming more ambient and pervasive, moving beyond traditional form factors. The lessons from the mixed reception of Windows 8 are acknowledged, with concerns about whether users want touch and voice controls in collaborative settings. Critics suggest that Microsoft should focus on improving existing issues within the operating system rather than adding new features. Davuluri's comments on AI ambitions included the ability for users to articulate their intentions in Windows Settings, raising concerns about reliability.
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