models

Winsage
October 14, 2026
Z.ai's GLM model identified 23 vulnerabilities in the Windows operating system, confirmed by Microsoft's Security Response Center (MSRC). This marks a significant advancement in commercial software security, demonstrating the model's autonomous capability in independent vulnerability discovery. Since the release of GLM-5.2, Z.ai has uncovered over 4,200 vulnerabilities across about 390 open-source projects, with over a thousand categorized as critical to high severity. Z.ai has established a public Security Disclosure Ledger to track its findings through a coordinated disclosure process. The confirmation of vulnerabilities by MSRC is notable due to the rigorous nature of their vulnerability triage operations. Z.ai's GLM-5.3 achieved a score of 84.5% on CyberGym, outperforming competitors like Anthropic's Mythos 5 and OpenAI's GPT-5.6 Sol. Reports indicate that NIST's AI safety division has flagged GLM-5.3 due to concerns about its cyber capabilities, particularly regarding the potential for modified versions to reduce safety features. Z.ai plans to continue targeting commercial software in its efforts.
AppWizard
October 14, 2026
The Alexa Tablet 12 Pro features a 12-inch display with a resolution of 2800 x 1840 pixels and utilizes "Nanomatte" technology to reduce glare. It is priced at 9.99 and is one of four models in the Alexa Tablet series, which includes an 8-inch version starting at .99. The tablet is powered by a MediaTek Dimensity 8400 processor and offers access to the Play Store, moving away from Amazon's previous proprietary operating system. The audio quality is satisfactory, and while the cameras are functional, they lack color accuracy. Users can customize the interface to reduce Amazon's influence, but the Alexa Plus assistant is less effective compared to Google’s Gemini assistant. The tablet is suitable for media consumption and casual use, although it competes with the iPad in terms of software and app support.
AppWizard
October 13, 2026
Creative Bloq's review highlights the Huion Kamvas Pad 12 as a compact, entry-level Android art tablet priced at 9 / £449. It features the new PenTech 4.0 stylus with 16,384 pressure levels, a sturdy design resembling an iPad, and an etched glass surface for a paper-like feel. The tablet runs on Android 16, supports various drawing apps, and has a battery life of up to eight hours. While it offers good color accuracy covering 99% of sRGB, it may not match the precision of higher-end models like the iPad Pro or Wacom tablets. Palm rejection could be improved, and users may need a drawing glove to prevent unintended screen interactions.
AppWizard
October 13, 2026
Google has expanded its Certified Refurbished program in the U.S. to include the Pixel 9 series, which consists of the Pixel 9, Pixel 9 Pro, and Pixel 9 Pro XL. The Pixel 9 is priced at 9, while the Pixel 9 Pro and Pro XL are priced at 9 and 9, respectively. Each refurbished device undergoes rigorous quality checks, uses genuine replacement parts, and comes with a one-year warranty. Buyers receive a complimentary six-month subscription to Google AI Plus, which includes 2TB of cloud storage. The base Pixel 9 may be out of stock, but the Pixel 9 Pro and Pro XL are available for purchase. The refurbished Pixel 9 series offers savings of approximately 0 compared to the original launch price. Each device undergoes a multi-point inspection evaluating critical components, and only genuine parts are used for repairs.
AppWizard
October 13, 2026
LineageOS has released a new nightly build, LineageOS 24.0, for the Google Pixel 10 (codenamed frankel), dated October 11, 2026, with a size of 1.61 GiB and an October 2026 security patch level. The build is named lineage-24.0-20261011-nightly-frankel-signed.zip and is based on the Android 17 framework. Installation requires the latest Android 17 firmware, a computer with adb and fastboot, USB debugging enabled, and prior booting into the stock operating system. Users should check essential features like SMS and calls, and remove Google accounts to avoid Factory Reset Protection issues. Apps requiring device-integrity checks may not function correctly. Nightly builds for the Pixel 10 Pro were reported available on October 12, 2026, while builds for other models like the Pixel 10a, Pixel 10 Pro XL, and Pixel 10 Pro Fold have not yet been released.
AppWizard
October 13, 2026
Samsung has started the rollout of the One UI 9 update for the Galaxy S24 series and the Z Fold/Flip 6. The update is now available for devices that did not originally ship with it, including the Galaxy Z Fold 8 and Fold 8 Ultra. The rollout includes all three models of the Galaxy S24, Galaxy Z Fold 6, and Galaxy Z Flip 6, currently accessible in South Korea and the United States, with broader availability expected soon. One UI 9 introduces features such as My FanCam for automatic video tracking, Generative and Editable Cards on Now Brief, detailed Warranty and Care information in the Settings menu, expanded Galaxy AI features, and enhanced Privacy & Security options.
Winsage
October 12, 2026
Windows 11 version 24H2 for Home and Pro systems will stop receiving security updates on October 13, 2026. After this date, these editions will not receive any updates or technical support, although they will still boot. Windows 11 Enterprise, Education, IoT Enterprise, and Enterprise multi-session editions will continue to receive support until October 12, 2027. Organizations are advised to verify their systems' versions and editions, especially for those without endpoint management systems. Windows 11 25H2 and 26H2 are available as upgrade options, with 25H2 supported until October 12, 2027, and 26H2 supported until October 10, 2028, for Home and Pro editions. The rollout of 26H2 will be phased, and safeguard holds may be implemented if compatibility issues are detected. Unmanaged Home and Pro devices on 24H2 will automatically receive 25H2, while managed devices may require IT intervention. Regular monitoring and proactive management of Windows versions are necessary to ensure compliance and avoid future deadlines.
AppWizard
October 12, 2026
Nothing OS 5.0 has begun rolling out for the Nothing Phone (3), built on Android 17. The update includes over 80 changes in design, performance, and AI features. Key enhancements involve a redesigned Home Screen with transparent widgets and an adaptive color scheme, a new Micrographics clock face on the Lock Screen, improved organization through Smart Collections, and faster transcription with Essential Voice. Users can also create AI-powered apps without coding through the Essential Apps Builder, which will be gradually introduced. Performance improvements include better touch response and resource management. Android 17 adds separate Notifications and Quick Settings panels, cross-platform Quick Share, enhanced privacy controls, and a redesigned Recents screen. The rollout will extend to the Phone (4a) and Phone (3a) series in November, with other compatible models to follow.
BetaBeacon
October 12, 2026
Samsung links software support to the price of the device, with flagships getting up to seven years of updates, midrange phones getting five to six years, and budget models getting up to four years. The A-series models are affected the most by this difference. Samsung does not announce when support ends, so users must check their model's support status. Once security patches end, the phone is vulnerable to hackers and apps may stop working. It is important to check a phone's support date before purchasing.
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