Harness

AppWizard
October 12, 2026
Google's AI-powered dictation feature, Rambler, refines spoken words into polished text, eliminating filler words and enhancing grammar. Currently, Rambler is exclusive to the Pixel 11 series. Developer Akshay Kadam has created a modified version of Gboard called PixelBoard, which includes Rambler's features and can run alongside the standard Gboard without requiring device rooting. PixelBoard can be installed via three methods: downloading directly from GitHub, sideloading via USB, or patching the stock Gboard APK. Users can enable PixelBoard in their device settings and access Rambler by selecting it from the dictation options.
Winsage
October 9, 2026
Nvidia CEO Jensen Huang stated that Nvidia was founded due to the introduction of Windows 3.1 in 1992, which laid the groundwork for GPUs. He highlighted that Windows 95 and DirectX allowed for the integration of GPUs into PCs, with DirectX 8 enabling the creation of the first programmable GPU featuring programmable shaders, leading to CUDA. Huang emphasized that without Windows, there would be no GeForce, and consequently, AI researchers might not have had the necessary computational resources for deep learning. The conversation also touched on a four-year collaboration between Nvidia and Microsoft that resulted in the RTX Spark project, which required over 4,000 engineering years and extensive testing across more than 1,200 applications. Laptops featuring RTX Spark are available for preorder, with shipments starting on October 16.
Winsage
October 8, 2026
Microsoft is requesting Windows users to grant its Copilot feature access to their files and activities, following a previous retraction of a similar AI integration due to scrutiny. Copilot can analyze content on the device with user consent, performing tasks like organizing files and troubleshooting, using both local AI models and cloud processing. Microsoft has implemented safeguards, but its security team has raised concerns about potential risks associated with powerful features. The opt-in nature of Copilot places accountability on Microsoft, as users must actively grant access. Hybrid features are set to roll out in the coming months, with taskbar search actions already reaching Windows Insiders. Over 40 percent of new business laptops are being designed as Copilot+ PCs, with the Surface Laptop Ultra scheduled for release on October 16.
Winsage
October 8, 2026
Microsoft unveiled the Surface Laptop Ultra, featuring the Nvidia RTX Spark SoC, starting at ,599, with configurations including a 5120-core or 6144-core Blackwell GPU and up to 128GB of LPDDR5x unified memory. Pre-orders are open, and shipments begin on October 16. The device is designed for developers and can handle AAA gaming titles without a conventional gaming GPU. Additionally, the Surface RTX Spark Dev Box, priced at ,999, is tailored for developers with a custom version of Windows 11, 128GB of unified memory, and an Nvidia RTX GPU, offering one petaflop of AI compute performance.
Winsage
October 7, 2026
Microsoft has introduced a suite of software tools and devices to prepare personal computers for the era of artificial intelligence agents, emphasizing the need for enhanced compute, security, and control. The company is transforming Windows into a platform for hybrid intelligence, allowing AI agents to run locally and access the cloud securely. Notable innovations include Microsoft Execution Containers (MXC), which help manage agent access and monitor actions, and are now available for Windows 11 and integrated with Microsoft Agent 365. This allows organizations to enforce policies on AI interactions in real-time. Microsoft has also improved the synergy between local models and cloud AI, enabling advanced functionalities on local PCs. The new Copilot feature will leverage local context to enhance user interaction with AI agents. Additionally, Microsoft has launched a new generation of PCs, including the Surface Laptop Ultra, powered by the Nvidia RTX Spark chip, aimed at improving local AI performance and positioning Microsoft as a leader in the AI agent market.
Winsage
October 7, 2026
Companies must ensure they are ready to receive Insider updates by selecting the appropriate channel and version that aligns with their operational needs. Evaluating various channels can significantly impact how effectively teams leverage new tools, while opting for a specific version allows businesses to test and implement relevant updates. If a more controlled environment is needed, turning off new features in the Experimental channel can help maintain stability while exploring innovative solutions.
AppWizard
October 6, 2026
Peter sought instruments that could blend chords and melodies for his project, The Sift, experimenting with various instruments like the harmonium and pipe organ without success. He discovered the harpejji, which combines elements of a piano and guitar, and it became essential in shaping The Sift’s sound. Peter also incorporated a guitar recording into the track 'Wellspring' by collaborating with musicians Pontus Fällman and Gabriel Holmertz, who introduced a lap steel guitar instead of the harpejji for the melody. This change contributed to the "soul sound" of the game, enhancing the overall gaming experience.
AppWizard
October 5, 2026
Google has launched AndroidX Security State libraries, enabling applications to verify security patch status at a granular level for individual components. This allows developers to conduct precise security verifications tailored to their applications' needs. The libraries categorize security patch levels into Device SPL, Published SPL, and Available SPL, providing enhanced visibility into device security. Functions such as queryAllAvailableUpdates() and areCvesPatched() help identify pending updates and check CVE status. The Security State Provider library standardizes communication for update notifications among OEMs.
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