Ask Copilot Context Menu
The latest Ask Copilot Context Menu coverage — news, analysis, and updates from the WindowsNews.AI desk.
Cognizant to Deploy 15,000 AI Professionals by 2026, Shaking Up Enterprise IT
Cognizant plans to build a 15,000-person AI workforce by December 2026, combining 5,000 certified engineers and 10,000 business operators under its Frontier initiative. This rapid scale-up will reshape enterprise IT service delivery, pushing Windows and Microsoft administrators to urgently upskill on AI governance and Copilot management.
AI Agents That Run for Days: Microsoft Foundry’s Managed Hosting Goes Live
Microsoft has made hosted agents in Azure AI Foundry generally available, allowing developers to deploy long-running AI agent workflows with managed infrastructure, SLAs, and built-in governance. The service supports multiple frameworks and models, eliminates the need for custom compute scaling, and includes state management for workflows that can run for days. It marks a shift from experimental agent projects to production-ready enterprise automation.
ASUS Zenni Claw sets a high bar: Local AI on Windows 11 demands 32GB of RAM
ASUS's new Zenni Claw beta for Windows 11 brings offline AI assistants for work, travel, and life, but the fine print reveals that full local AI functionality requires 32GB of RAM, far above the 16GB baseline. This significant hardware demand underscores the memory cost of on-device AI and puts the privacy-first assistant out of reach for many users with standard laptops, while highlighting a growing trend in the AI PC industry.
Microsoft's AI Bug-Hunter Is Now a Permanent Part of Windows, and Admins Must Race to Patch
Microsoft's Windows chief Pavan Davuluri announced on July 9 that AI-assisted vulnerability discovery is now a permanent part of the Windows engineering pipeline, forcing a faster patch cadence. Enterprise administrators need to accelerate testing and deployment cycles to keep pace, while home users can expect more frequent updates. The shift marks a significant change in how Microsoft secures its flagship OS.
Microsoft’s Aurora AI Weather Model Gains 22 New Variables and Hourly Forecasts in Open Update
Microsoft has released Aurora 1.5, an open-source extension of its Earth-system AI model, now featuring 22 additional weather variables, hourly forecasts, and ensemble prediction capabilities. The upgrade makes granular, reliable weather intelligence more accessible to developers, enterprises, and eventually everyday Windows users.
Microsoft’s Aurora 1.5 AI Brings Hourly Weather Forecasts to Everyone
Microsoft’s Aurora 1.5 upgrades its Earth-system AI to provide hourly weather forecasts with ensemble predictions, covering 22 variables. The open-access model empowers researchers, businesses, and emergency services with more timely and probabilistic insights. It marks a significant step toward democratizing advanced weather forecasting.
OpenAI Launches ChatGPT Work to Let Businesses Generate Documents, Decks, and Sites with Plain Language
OpenAI has launched ChatGPT Work, a new tool that enables Pro, Enterprise, and Edu users to create documents, presentations, and websites using simple language commands. The service integrates Codex to generate structured, formatted output that exports to standard file types, raising important considerations for IT governance, data security, and workflow integration in Windows-centric environments.
Microsoft Debuts Copilot Cowork, an Autonomous AI for 365 Enterprise
Microsoft has previewed Copilot Cowork, a delegated AI feature in Microsoft 365 that can autonomously perform tasks across apps. Part of Wave 3 of Copilot, it introduces the E7 Frontier Suite and raises governance questions for enterprise users.
Outlook Login and Sending Failures Spike Friday Morning, Microsoft Yet to Confirm Outage
On Friday morning, Outlook users worldwide encountered login and email sending failures, with complaints peaking around 9 a.m. ET. Microsoft had not confirmed an outage despite the spike, while Copilot and Microsoft 365 saw smaller blips. The article covers what happened, its impact on different user groups, historical context, and practical workarounds.
OpenAI GPT-5.6 Takes Lead as Microsoft 365 Copilot's Go-To AI Model
Microsoft has made OpenAI's newly launched GPT-5.6 the preferred model for Microsoft 365 Copilot, prioritizing it across Word, Excel, PowerPoint, and Copilot Chat. The change uses model routing to keep older models as fallbacks, and IT admins can test GPT-5.6 via a pilot program before its general rollout.
Financial Advisors’ Satisfaction Hits 826 as AI Tools Finally Prove Their Worth
J.D. Power’s 2026 advisor satisfaction study records an all-time high of 826, propelled by effective AI tools that automate drudgery while letting advisors focus on clients. With Windows and Microsoft 365 at the core of wealth management, the findings carry immediate lessons for IT leaders, advisors, and even their clients.
Copilot Cowork Hits General Availability as Microsoft 365 Adds Claude and Auto-Install in July Overhaul
Microsoft's July 2026 update to Microsoft 365 Copilot introduces general availability of Cowork, a collaborative AI feature; adds Anthropic's Claude as a model option; and rolls out auto-install policies for IT admins. The 40-plus changes aim to boost adoption, offer model choice, and simplify deployment across organizations.
Investor Lawsuit Accuses Microsoft of Hiding Copilot and Azure Adoption Struggles—Key Deadline Ahead
A federal securities-fraud lawsuit accuses Microsoft of misleading investors about Copilot adoption and Azure growth before its January 2025 earnings dip. Investors have until August 11, 2026, to seek lead plaintiff status. The case may signal broader product challenges, giving IT leaders and users reason to reassess their AI strategies.