Ai Security Training
The latest Ai Security Training coverage — news, analysis, and updates from the WindowsNews.AI desk.
Databricks Unveils Lakehouse//RT and Excel Write‑Back, Deepening Microsoft Integration at Data + AI Summit 2026
At Data + AI Summit 2026, Databricks introduced Lakebase for unified governance, Lakehouse//RT for real‑time analytics, bidirectional OneLake integration, Genie natural‑language assistant for Microsoft 365, and Excel write‑back — all anchored in a governance‑first approach for agentic AI. The updates deeply connect Azure Databricks with the Microsoft ecosystem, allowing Windows users to interact with governed lakehouse data directly from Excel, Teams, and Outlook without sacrificing security or compliance.
2026 Mini PC Guide: How Stick, NUC, Gaming, and AI Are Redefining Compact Windows Desktops
PCMag UK's 2026 Windows mini PC buying guide breaks the market into stick PCs, NUC-style productivity machines, compact gaming rigs, and barebone kits. It highlights the rise of AI capabilities and essential ports, offering a roadmap for choosing the right tiny desktop.
Aembit Brings Workload IAM to Microsoft Copilot Studio Agents, Enforcing Granular Access Controls
Aembit announced at Identiverse 2026 that its workload IAM platform now supports Microsoft Copilot Studio agents, allowing enterprises to enforce short-lived credentials and just-in-time access policies for autonomous AI agents. The integration eliminates hard-coded secrets and provides centralized governance, audit trails, and leashed access controls that shrink the attack surface of non-human identities. This move positions Aembit at the forefront of the emerging agent entitlement management market.
Copilot Cowork Goes Live in Microsoft 365: Agentic AI Arrives with Fresh Governance Demands
Microsoft released Copilot Cowork to general availability in June 2026, evolving Microsoft 365 from a chat-based assistant to an agentic AI that executes multi-step tasks across Office apps. The launch introduces new governance controls and activity logs, but early adopters and security experts warn about permission sprawl, prompt risks, and the need for robust oversight as delegated agency becomes mainstream in the enterprise.
Westminster Council Cuts Call Resolution Times with Microsoft AI That Recalls Resident History
Westminster City Council deployed a Microsoft-based AI contact centre in September 2025 that retains resident context across interactions, eliminating repetition and significantly cutting call times. Designed to handle thousands of monthly queries, the system leverages technologies like Dynamics 365 Contact Center and Copilot to give agents and automated assistants a unified view of each resident’s history, enabling faster, more seamless resolutions. The rapid implementation and early success could set a new benchmark for AI adoption in local government.
GitHub Copilot Goes Standalone: Desktop App Now Empowers Developers to Oversee AI Code Generation
GitHub has released the Copilot desktop application, offering a standalone workspace where developers can orchestrate AI-driven coding tasks with full oversight. Available on Windows, macOS, and Linux, the app transforms Copilot from an editor plugin into a comprehensive agent control plane. It aims to boost productivity while keeping developers firmly in control of the software development lifecycle.
Anthropic Launches Claude Design Beta with WYSIWYG Canvas and Code Handoff for Paid Users
Anthropic has launched a beta of Claude Design, adding design system imports, a WYSIWYG visual canvas, and direct handoff to Claude Code for paid users. The update aims to streamline the design-to-code workflow directly within the Claude chat interface, with early adopters reporting significant time savings in frontend prototyping.
Barracuda Launches AI-Powered Post-Delivery Email Defense for Microsoft 365 and Google Workspace
Barracuda Networks launched Barracuda Integrated Email Protection in June 2026, a cloud-based, AI-powered email security service that focuses on post-delivery threat detection for Microsoft 365 and Google Workspace. The service uses advanced machine learning to scan emails after they reach inboxes, catching sophisticated phishing, BEC, and zero-day attacks that bypass traditional filters. It integrates via APIs for rapid deployment and offers automated remediation, user reporting, and continuous AI model updates to protect organizations against an evolving threat landscape.
Noam Shazeer's OpenAI Leap: How a Gemini Architect Jumped Ship in the AI Talent War
Noam Shazeer, a key architect of Google's Gemini AI and co-author of the Transformer paper, has reportedly left Google DeepMind for OpenAI in June 2026, less than two years after returning from his startup Character.AI. The move intensifies the talent war between the two AI giants and could impact the development of future models like Google's Gemini Nova and OpenAI's next-generation systems.
OpenAI's ChatGPT Tasks Beta Brings Scheduled AI Reminders to Windows — Here's How It Works
OpenAI launched the beta of ChatGPT Tasks on January 14, 2025, allowing paid subscribers to schedule reminders and recurring prompts. The feature turns ChatGPT into a background assistant, with deep Windows integration via the desktop app, push notifications, and up to 10 concurrent tasks. While still limited, Tasks signals OpenAI’s push toward proactive AI agents.
OpenAI Signs South Korea AI Safety Pact — Windows Admins Face New Compliance Reality
South Korea and OpenAI have signed a landmark AI safety agreement, joining the U.S., UK, and Japan in formal collaboration on model evaluation and threat intelligence. The deal has immediate implications for Windows IT admins managing Copilot, Azure OpenAI, and enterprise compliance, signaling a future where AI governance is as critical as traditional security policy.
Microsoft Pivots Copilot Cowork to Consumption-Based Pricing, Quietly Tests Cheaper DeepSeek Backend
Microsoft plans to shift Copilot Cowork to usage-based pricing starting June 2026, moving away from per-user subscriptions. The company is also reportedly testing a Microsoft-hosted, fine-tuned DeepSeek V4 model as a lower-cost optional backend for enterprise customers, aiming to offer more flexible cost structures and compete with open-source AI alternatives.
Microsoft Frames Trust as Infrastructure for Autonomous AI Agents in Asset Management
Microsoft's new whitepaper argues that trust must be engineered as a foundational layer for autonomous AI agents in asset management, integrating directly with Azure and Microsoft 365. The framework ensures every agent action is authenticated, logged, and policy-compliant, promising to accelerate enterprise adoption while mitigating risks.