Microsoft has issued a formal reminder that Windows 11 version 24H2 for Home and Pro editions will reach the end of its servicing period on October 13, 2026. After this deadline, these consumer-focused versions will no longer receive monthly security patches, non-security quality updates, or technical assistance. Organizations using the Enterprise or Education editions of version 24H2 are granted a longer lifecycle, with support extending until October 12, 2027.

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Thinking Machines Lab is Mira Murati’s AI startup; she was OpenAI’s CTO until September 2024, and she said she left to create “time and space” for her own exploration and to build more interactive, human-in-the-loop AI. Thinking Machines Lab has launched Inkling, a 975-billion-parameter open-weight model designed as a highly adaptable foundation for enterprise developers. Unlike proprietary "black box" systems, this model is released under the Apache 2.0 license to encourage deep customization and interactive collaboration. It features a native multimodal architecture trained on 45 trillion tokens of text, images, audio, and video, allowing it to reason across different data types without external encoders.

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Scheduling Teams meetings from a shared mailbox is a supported feature provided the delegate has full access permissions and a valid Teams license. Currently, this process requires the use of the classic Outlook client because the new Outlook does not yet support creating Teams meetings within shared mailbox calendars. When the meeting is created, the shared mailbox is automatically designated as the organizer, though delegates should assign co-organizers to manage the live session.

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Zoom has issued an urgent security advisory regarding a critical vulnerability in its Windows-based applications that could lead to full account hijacking. Tracked as CVE-2026-53412, the flaw carries a near-maximum CVSS score of 9.8 due to its high impact and ease of exploitation. The security hole stems from improper input validation, which allows an unauthenticated attacker to gain unauthorized access via the network.

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Visual Studio Code version 1.129 introduces a dedicated agent host process designed to run multiple AI models like GitHub Copilot, Anthropic Claude, and OpenAI Codex simultaneously. This background process operates independently of the main editor window, allowing AI sessions to persist even if the user closes the application. By moving these agents to a separate harness, developers can connect a single AI session across multiple editor windows to maintain a consistent workflow.

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xAI has released the full source code for its Grok Build terminal coding agent under the Apache 2.0 license following a significant privacy breach. Security researchers discovered that the tool was silently exfiltrating entire local Git repositories, including sensitive SSH keys, credentials, and full commit histories, to xAI’s Google Cloud storage. The incident prompted a public outcry, leading Elon Musk to pledge the deletion of all uploaded user data and the transition of the tool to an open-source model.

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Microsoft will terminate support for the OneDrive sync client on Windows 10 version 22H1 and all earlier releases starting August 15, 2026. This decision ends an extended support period for the application on operating systems that officially reached their end-of-life status in late 2022. While the client will not be blocked from running immediately after the deadline, it will no longer receive security patches, bug fixes, or new features.

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Atlassian has updated Jira to better support AI-native software development by integrating its Teamwork Graph data layer. This system connects organizational data including team structures, project goals, and existing code repositories to provide AI agents with necessary enterprise context. By linking these disparate data points, the platform aims to resolve productivity bottlenecks where AI tools previously lacked the background information to produce accurate results.

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OpenAI has introduced GPT-Red, an internal artificial intelligence system designed to automate the red-teaming process by attacking the company's own language models. This tool specifically targets prompt injection vulnerabilities, where malicious instructions are hidden in external data like emails or web pages to hijack AI behavior. By automating these attacks, OpenAI can identify and remediate security weaknesses at a scale that far exceeds the capabilities of human security researchers.

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Microsoft has introduced a registry-based control that allows IT administrators to automatically bypass single sign-on (SSO) permission prompts on managed Windows 11 devices. This feature is specifically designed for environments running Windows 11 versions 24H2 and 25H2 that are managed via Microsoft Entra ID. By enabling this setting, organizations can ensure users are automatically signed into Microsoft apps and services using their primary Windows credentials without manual intervention.

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Anthropic currently holds a slight lead in raw model intelligence with Claude Fable 5, yet a critical decision to limit infrastructure investment two years ago has created significant service hurdles. While Anthropic struggles with capacity constraints that limit user quotas, OpenAI is leveraging its superior compute reserves to offer more generous access and frequent usage resets. This disparity is forcing developers to choose between the highest benchmark performance and the practical reliability of more accessible platforms.

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Microsoft's Windows Server vNext preview program has introduced three significant features since build 29531, released on February 12, 2026: boot support for the Resilient File System (ReFS), a built-in NVMe-over-Fabrics (NVMe-oF) initiator for high-performance network storage, and Quick Machine Recovery (QMR) for automated recovery from boot failures. Build 29621, released July 13, 2026, adds an early implementation of Trusted Launch for Hyper-V virtual machines. This article covers what each feature does, its requirements, and its current limitations.

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PrismML has launched Bonsai 27B, a 27-billion-parameter model based on Alibaba’s Qwen 3.6 that utilizes extreme quantization to run locally on consumer hardware. The release includes a 3.9 GB 1-bit binary variant designed for mobile devices and a 5.9 GB ternary variant optimized for laptops. By reducing weights to just one or two bits, these models bypass the high memory and bandwidth requirements that typically restrict large-scale AI to cloud infrastructure.

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CISA has issued an urgent warning regarding three vulnerabilities in on-premises SharePoint Server versions that are currently being exploited in the wild. The affected software includes SharePoint Server 2016, 2019, and the Subscription Edition. Threat actors are chaining these flaws to bypass security measures and gain unauthorized access to corporate environments.

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OpenAI has updated its Codex AI agent to encrypt messages sent between primary agents and sub-agents using the MultiAgentV2 protocol. This security measure ensures that sensitive task instructions are encrypted on the backend and never reach the local machine in clear-text format. While this prevents unauthorized interception or local tampering, it simultaneously removes the human-readable audit trail previously available to developers and administrators.

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The Windows Package Manager, or winget, provides a command-line interface for managing software installations and updates across both the Microsoft Store and community repositories. By executing a single upgrade command with the all flag, users can trigger a batch update for every recognized application on a system. This utility streamlines maintenance by consolidating updates for traditional installers and modern apps into a unified workflow.

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Perplexity has launched SPACE, a Sandboxed Platform for Agentic Code Execution, to provide a secure environment for its "Computer" digital worker. This infrastructure allows AI agents to execute Python and Bash code within isolated containers, preventing them from accessing production systems directly. By utilizing Firecracker microVMs, the platform achieves hardware-level isolation while maintaining the rapid startup speeds typically associated with standard containers.

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Microsoft has acknowledged that the naming conventions for Windows 11 monthly updates have become confusing due to the interchangeable use of terms like "B release" and "quality update." To provide better clarity, the company is standardizing how these releases appear in Windows Update by using a consistent "YYYY-MM Preview Update" format. While legacy "C" and "D" designations may still appear in some management documentation, the new labels will include specific KB and build numbers for easier identification.

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Linus Torvalds has officially declared that the Linux kernel project is not "anti-AI," positioning artificial intelligence as a practical utility for developers. He emphasized that the usefulness of large language models is no longer in question for those who have actively engaged with the technology. While acknowledging that AI can sometimes increase maintainer workloads or surface embarrassing bugs, Torvalds insists that the project will prioritize technical merit over ideological opposition.

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