Glorious Core
The latest Glorious Core coverage — news, analysis, and updates from the WindowsNews.AI desk.
Microsoft to deploy AMD Helios AI racks in Azure by late 2026, targeting inference at scale
Microsoft will deploy AMD's Helios rack-scale AI system in Azure by late 2026, bringing Instinct MI455X GPUs, EPYC Venice CPUs, and ROCm software to its cloud. The move targets production AI inference and gives developers, IT admins, and Windows users a new alternative to Nvidia-backed services.
LG Monitors Silently Install McAfee Adware via Windows 11 — How to Stop It
LG's UltraGear monitors silently install the LG Monitor App Installer on Windows 11 via a metadata mechanism, which then pushes unsolicited McAfee ads. The automatic installation lacks user consent and transforms a companion app into an adware channel. This article explains what happened, the impact on home users, gamers, and IT admins, and provides step-by-step instructions to check, remove, and prevent such unwanted installations.
Microsoft and Mistral’s New Partnership Lets European Enterprises Run AI on Local Servers—No Internet Required
Microsoft and Mistral AI announced an expanded partnership on July 21, 2026, allowing European enterprises to deploy Mistral models on Azure Local—including fully disconnected servers. The multibillion-dollar deal includes thousands of NVIDIA Vera Rubin GPUs in European data centers, open-weight language model Mistral Medium 3.5, document AI model OCR 4, and joint go-to-market support. For regulated industries, this means running frontier AI with greater data control, but IT teams must prepare for new operational demands like air-gapped update procedures and GPU cluster management.
AMD Helios comes to Azure: New VMs tackle production inference, data prep, and chip design
Microsoft will deploy AMD's Helios rack-scale AI platform on Azure, introducing the ND MI455X v7 VM for production inference alongside HDv2 for data pipelines and HXv2 for semiconductor design. The move diversifies Azure's hardware, gives cloud users access to AMD's MI455X accelerators, and signals a shift toward systems designed for distinct AI workloads rather than one-size-fits-all instances. Availability is expected after AMD ships Helios in the second half of 2026.
A Desktop RTX 4060 Just Ran DirectX 12 Games on Windows 11 Arm, But It Took a Firmware Hack
A developer hacked Windows 11 onto a Huawei Kunpeng 920 workstation with a desktop RTX 4060 by patching firmware and extracting an Arm64 Nvidia driver from RTX Spark. The system runs DirectX 12 and Vulkan games at 20-25 FPS but has no monitor output. The breakthrough proves that a general GeForce driver for Windows on Arm is technically feasible, raising hopes for modular Arm desktops and native gaming in the future.
What the Tesla Autopilot Wall Crash Really Tells Us About Driver Assistance Safety
Mark Rober’s viral test of Tesla Autopilot versus a painted wall reveals critical gaps in driver-assistance perception and user understanding. This analysis breaks down the real takeaways for Tesla owners and the broader push toward automated driving, emphasizing that supervision remains the most important safety feature.
Microsoft Embraces AMD’s Helios Racks for Azure AI—Here’s What That Means for You
Microsoft is bringing AMD’s Helios rack-scale AI platform to Azure, with Instinct MI455X GPUs and new EPYC Venice VM families aimed at inference and data processing. Shipments start in the second half of 2026, but customers should begin validating workloads on current AMD instances and ensure their AI pipelines remain hardware-flexible.
AI Coding Tools' Sandbox Flaw Lets Attackers Execute Code via Trusted Host Apps
Pillar Security uncovered seven ways AI coding assistants from Cursor, OpenAI, Google, and Antigravity can execute code on a developer's host machine without breaking the sandbox itself. The attacks exploit a trust handoff: an agent writes a malicious file inside the allowed workspace, and later a trusted tool like Git or a Python extension automatically runs it. Users must update to patched versions and adopt strict isolation workflows.
Enterprise AI Agents Are Moving From Chat to Action. Microsoft's New Entra Identity Tool Aims to Govern Them Safely
Autonomous AI agents are moving beyond chat to coordinate multi-step business processes across Microsoft 365 apps. Protaigé's new Maia agent illustrates the shift, and Microsoft is introducing Entra Agent ID to give each agent a distinct identity, permissions, and audit trail—helping enterprises govern non-human actors safely before they reach production.
Microsoft Confirms: Exchange 2016/2019 Security Updates End Forever in October 2026
Microsoft will permanently end Extended Security Updates for Exchange Server 2016 and 2019 after October 2026, with no Period 3 extension. Organizations still running these versions must migrate to Exchange Server Subscription Edition or Exchange Online within months or face unpatched vulnerabilities with no official fixes. The article outlines practical migration paths for Exchange 2019 and 2016, highlights the security risks of inaction, and provides a step-by-step timeline for meeting the deadline.
Windows 11 24H2 Can Now Create 7z and TAR Archives — And That's Just the Start
Windows 11 24H2 quietly added native creation of 7z and TAR archives in File Explorer, correcting a widespread misconception that only ZIP was supported. Combined with recent improvements to Snipping Tool’s OCR and screen recording, and system-wide offline Live Captions, Windows now covers the majority of everyday tasks that once required third-party apps. This article details how to check for the update, what the new compression options offer, and where dedicated tools still hold an edge.
The 32 Small Windows 11 Fixes That Will Actually Change How You Use Your PC
Windows 11 Release Preview builds 26100.8942 and 26200.8942 introduce dozens of small but impactful fixes, from file size formatting in Explorer and middle-click tab opening to more forgiving search and Voice Access noise isolation. The update refines Start menu reliability, touchpad controls, and system power settings, offering a noticeably smoother day-to-day experience. Gradual rollouts mean features will appear over time, but the cumulative effect makes this one of the more meaningful quality-focused updates in the Windows 11 servicing cycle.
Samsung’s Texas HQ Move Claims 739 New Jersey Jobs; Plano Cuts 100 More
Samsung is cutting 739 jobs in New Jersey and reportedly 100 more in Plano as it rapidly relocates its U.S. consumer-electronics headquarters to Texas. The move impacts employees across the mobile, TV, and appliance divisions, and could affect support, enterprise relationships, and Galaxy-Windows ecosystem integration. While Samsung offers relocation to many, the disruption raises questions about short-term execution and long-term strategy.