Microsoft’s first Surface Laptop Ultra firmware update tackles two frustrating launch problems: screen flickering and lengthy reboots. Distributed through Windows Update as “Microsoft Corporation System Hardware Update (200.0.7.0),” it also addresses unexpected restarts and includes performance improvements.

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CodeRabbit is an AI-powered code review service that analyzes software changes for bugs and security issues. It has joined OpenAI’s Daybreak Defense Network, which has also supported Cloudflare’s service combining code analysis with live traffic data. CodeRabbit is offering up to $5,000 in Deep Scans per organization, from a $1 million allocation available first come, first served through November 8.

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Oracle is adding 25 prebuilt AI agent applications to Oracle Fusion Cloud, spanning ERP, HCM, supply chain, and customer experience. Fusion Companion can route a business goal to the right workflows and agents, while Oracle is placing controls closer to the database to limit what those agents can access and do.

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Anthropic has filed to take its Class A shares public on Nasdaq under the ticker ANT, but the IPO still lacks a price, share count, fundraising target, or date—and the filing must become effective before sales can begin.

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Microsoft is separating Copilot interactions from Teams retention policies and adding Purview retention support for Copilot memory. That means tenants with older policies covering both Teams chats and Copilot prompts and responses will need a dedicated policy for “Microsoft Copilot experiences.” The interaction-policy change is scheduled to roll out from late October through mid-November 2026.

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Windows 11’s KB5127936 update shortens the launch path when you open Microsoft Edge that is already running in the background. Instead of starting a temporary process to pass the request along, Windows sends it directly to the existing Edge instance—a change Microsoft says should make launches feel faster, especially when multitasking.

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Microsoft Entra ID, Microsoft’s cloud identity service, lets organizations brand their sign-in pages. As of October 26, 2026, custom CSS layout and positioning options are retired to reduce phishing risks. The change affects organizations that used custom CSS before July 21; their branding remains, but Microsoft’s default layout now controls its placement.

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Kali Linux is a penetration-testing distribution available as an installable or live system, with Android support through NetHunter. Its 2026.3 release, published October 26, adds six security tools, upgrades the kernel to 7.1.5, and refreshes image-building scripts with Docker and Podman support.

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Microsoft Azure Storage has completed qualification testing of Seagate Mozaic hard drives using HAMR and SMR recording with Broadcom host bus adapters (HBAs). The validation confirms the combination can operate across Azure data centers at a similar cost and power envelope. It gives cloud operators a tested path to higher-density storage.

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Microsoft Pluton, a security processor built into Windows PCs, will no longer provide TPM 2.0 on new silicon platforms introduced in 2026. Instead, TPM functions will come from firmware TPM or a separate TPM chip, while Pluton remains available for other hardware-isolated security protections.

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Azure DevOps Services and Azure DevOps Server do not use PHP to process customer requests, but PHP2Shell’s two critical remote-code-execution flaws still put PHP runtimes in pipelines and deployed apps at risk. PHP issued emergency fixes for the flaws, covered in its response to the original PHP2Shell vulnerabilities; the key distinction is that Azure DevOps itself does not need a PHP patch, while runtimes you manage may.

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r/opensource has barred AI-related projects and added rules that shut out many newer and solo-maintained projects. The October 24 announcement has drawn more than 2,000 comments, with criticism focused not only on the AI ban but also on its English-only requirement.

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Google’s privacy policy now allows Gmail, Drive, and Photos data to inform personalized ads when users connect those services to other Google tools. The exception, effective October 16, applies to features such as Gemini’s Personal Intelligence and AI Mode in Search. Google says ads won’t be based directly on inboxes or photo libraries, but information shared with those tools may shape ad personalization.

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Apple is testing OLED displays for future MacBook Air and iMac models, but neither line is expected to switch in its next refresh. The upcoming iMac is expected to retain its LCD screen, as is a MacBook Air update planned for early 2027. Apple has not disclosed when OLED models might arrive.

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Apollo finds revenue per employee among the Magnificent Seven climbing from about $550,000 in 2022 to nearly $800,000 in 2026, with profit margins rising too; the other 493 S&P 500 companies have barely budged.

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AI can help individual workers move faster and deliver returns, but those gains often stall against the organization’s existing workflows, approvals, and team structures.

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Arthur Mensch leads France-based AI company Mistral, while Jarek Kutylowski leads Germany-based language-technology company DeepL. Mistral’s Arthur Mensch and DeepL’s Jarek Kutylowski warn that Europe risks losing influence and sending more economic value abroad if it gives up on building frontier AI models. Critics say catching up with the US and China may be too costly, but Europe is still backing major computing infrastructure and a multilingual model effort—because relying on other regions to build the technology could mean relying on them to capture its rewards.

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Microsoft Edge now lets users send a Global Privacy Control (GPC) signal asking websites not to sell or share their personal data. The setting is available in the US; Google is testing a similar control in Chrome Canary, but it has not reached Chrome’s stable release.

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Following the phased rollout of Windows 11 26H2 as a lightweight enablement update, Microsoft says the update is now available to all eligible PCs running versions 24H2 and 25H2. Our download and install guide covers the available ISO and installation options.

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