Model Evaluation
The latest Model Evaluation coverage — news, analysis, and updates from the WindowsNews.AI desk.
Paul Thurrott's New Field Guide Spills the Secrets of Windows 11's Do Not Disturb Button
Paul Thurrott has released a new Windows 11 Field Guide attachment that explains exactly what the Do Not Disturb button suppresses. The guide clarifies that DND silences toast pop-ups and sounds but still collects notifications in the Notification Center, while alarms, reminders, and Phone Link calls can break through if exceptions are set. It also highlights how legacy Focus Assist rules still influence behavior, and offers practical steps for users and admins to configure the feature.
Microsoft's Swiss AI Report: Focus on Two Processes, Not Awareness, for 65% Gains
Microsoft's Swiss AI research, published on July 9, 2026, found that enterprises achieve 65% efficiency gains and faster time-to-value when they embed AI into one or two specific workflows rather than running broad awareness campaigns. The study highlights a 24% leadership-IT alignment rate and provides a concrete, process-first playbook for business, IT, and development teams.
HP's New Guide Tackles the 'USB Device Not Recognized' Error on Windows 10 and 11
HP's new 2026 Tech Takes guide details a step-by-step approach to fixing the 'USB device not recognized' error in Windows 10 and 11, from clean restarts to driver reinstalls. This analysis covers the most effective fixes, explains why the error persists, and offers tailored advice for home users, power users, and IT admins.
Windows 11's Snap Suggestions Make Multitasking Effortless—Here's How They Work
Windows 11's latest Snap Suggestions feature, detailed in Paul Thurrott's Field Guide on July 8, 2026, brings proactive, AI-driven layout predictions to Snap Assist. Hovering over the maximize button now shows a "Suggested" section that recommends snap arrangements based on your open apps and past behavior, automatically placing windows into slots. The feature, rolling out with the July 2026 update, saves clicks for everyday users and power users alike while learning locally without cloud processing.
Genshin Impact 7.0: Windows PC Minimum Now a GTX 1050, Older Android GPUs at Risk
HoYoverse's Genshin Impact 7.0 update raises Windows PC minimum GPU to a GeForce GTX 1050 and introduces an Android crash warning for older GPUs, while other platforms remain unchanged. Here's what it means for your gaming setup and how to prepare.
Apple’s DMA Defeat Is a Win for Platform Choice – and Microsoft Could Be Next
Apple’s legal challenge to the EU Digital Markets Act gatekeeper designation was rejected by the General Court, confirming its obligations for iOS and the App Store. The ruling strengthens the DMA, with direct implications for Microsoft’s compliance on Windows, meaning users could see even more platform openness, alternative app stores, and interoperability features on their PCs.
Cloudflare Errors Unmask Bogus iPhone 18 Pro Max Rumor
Three Indonesian websites briefly claimed that the iPhone 18 Pro Max will launch in September 2026, but all underlying pages now show Cloudflare errors with no verifiable evidence. The phantom rumor underscores how low-credibility sources exploit Apple’s secrecy, and serves as a reminder for Windows admins, IT planners, and users to rely only on confirmed information when making technology decisions.
HP's 2026 Fix Order Ends Random USB Troubleshooting on Windows 10 and 11
HP's 2026 Tech Takes guide prescribes a counterintuitive first line of defense for the common "USB device not recognized" error on Windows 10 and 11: restart with the device unplugged, then swap ports, then test on another PC before touching software. This article explains why the order matters and how to apply it.
Microsoft's Cloud Rebuild Lets Windows Insiders Download a Fresh OS After a Wipe—No Install Media Needed
Microsoft has added a new Windows 11 recovery feature called **Cloud Rebuild** to the **Windows Recovery Environment (WinRE)**, letting Windows Insiders erase their PC and reinstall the OS directly from the cloud. Introduced in **Experimental Preview Build 26300.8772**, it enables a fresh clean install without needing any USB drive or install media after a system wipe.
Microsoft 365 Backup to Automate Protection Across All Workloads with Unified Policies in July 2026
Microsoft plans to preview full-workload backup policies for Microsoft 365 Backup in July 2026, with general availability in September 2026. The update will let admins create a single policy that automatically protects all Exchange Online, OneDrive, and SharePoint Online data, eliminating the need for per-workload manual configuration. IT teams should begin auditing their current backup coverage and planning exclusion strategies to prepare for the change.
Microsoft to Give IT Admins PowerShell Kill Switch for Teams Interpreter Audio in July 2026
Microsoft plans to add a new PowerShell “kill switch” in July 2026 that lets IT admins mute the AI-generated interpreter audio in Teams Interpreter’s simultaneous mode. The feature will roll out to worldwide standard tenants across Android, iOS, desktop, and Mac, aiming to reduce confusing overlapping translations during multilingual meetings.
Windows 11’s Task View Is the Multitasking Overhaul You Never Knew You Needed
Paul Thurrott’s recent Windows 11 Field Guide update highlights Task View, the overlooked multitasking hub that makes virtual desktops effortless. This analysis explains what Task View is, why it matters for home users, power users, and admins, how Microsoft evolved it from Windows 10, and provides actionable tips to master it immediately.
Logicalis Secures Microsoft's Newest Top-Tier Partner Status, Promising Smoother Copilot Rollouts
Logicalis has achieved Microsoft Frontier Partner status and a Copilot specialization on July 7, 2026, giving the company early access to AI deployment tools and dedicated support. The designation positions Logicalis to help enterprises adopt Microsoft Copilot more quickly and securely, with specialized knowledge in identity, governance, and the Azure platform. This development highlights Microsoft's deepening partner ecosystem to drive AI adoption.