Ai Beauty Counsellor
The latest Ai Beauty Counsellor coverage — news, analysis, and updates from the WindowsNews.AI desk.
Copilot Connectors Get a Content Source Filter – Your 2026 Prep Guide
Microsoft plans to add a content source filter to Microsoft 365 Copilot connectors, targeted for September 2026. The new filter will allow users to choose specific external data sources—like ServiceNow or Salesforce—when prompting Copilot, improving answer precision and trust. This article explains the feature, its impact on knowledge workers and IT admins, and practical steps organizations can take now to prepare.
Microsoft 365 Copilot Now Lets Admins Edit ServiceNow Mappings and Filters, Avoiding Rebuilds
Microsoft has given administrators the ability to edit user mappings and query filters for ServiceNow connections in Microsoft 365 Copilot, eliminating the need for disruptive rebuilds. The feature, tracked on the Microsoft 365 roadmap under ID 503590, allows organizations to adjust identity mappings and refine indexed content without tearing down existing integrations. The update represents a significant step toward operational maturity for enterprise AI deployments.
How Microsoft 365 Copilot's New Voice Notes Feature Will Turn Spoken Conversations into Searchable Tasks
Microsoft is adding voice note capture to its 365 Copilot mobile app, with a preview in July and general availability in August. The feature will let licensed users record spoken observations and use AI to create structured, searchable work items, helping bridge the gap between informal conversations and formal productivity tools. IT administrators should prepare by reviewing licensing, mobile app management policies, and consent guidelines before the preview arrives.
Microsoft Search to Get Rich Entity Cards for External Business Data in 2026
Microsoft is planning to upgrade how external business records appear in Microsoft Search for Copilot users. Instead of generic links, results from connectors will show rich entity cards with key details like status, owner, and priority. The feature targets September 2026 and pushes organizations to improve connector metadata and permissions now.
How AT&T Built a Trillion-Token Telecom AI Using Open Models, AMD GPUs, and Microsoft Foundry
AT&T processed one trillion tokens to build OTel 2.0, a telecom-specific AI model, using Microsoft Foundry Managed Compute and a fleet of 430 AMD Instinct MI300X GPUs. The project saved tens of millions of dollars by substituting open models and dedicated infrastructure for expensive frontier AI services. The approach provides a practical blueprint for Windows IT teams: adopt multi-model pipelines, evaluate managed compute services, and prepare integration layers—but be mindful that Foundry's offering is still in preview without an SLA.
Your Windows 11 Copilot Key Can Soon Do Absolutely Nothing—Here’s How to Enable It
Microsoft is testing a new Windows 11 setting that lets you disable the Copilot key entirely, making it do nothing when pressed. The option appears alongside existing remapping choices and offers a built-in way to silence the button without third-party tools. When it rolls out to stable builds, users can find it in Settings > Bluetooth & devices > Keyboard.
Acer’s New TravelMate Claims ‘Sub-1kg’—But That Depends on the Screen You Pick
Acer announced the TravelMate P6 14 AI, a Windows 11 Copilot+ PC that weighs just 0.96 kg in its lightest OLED configuration, but the widely available WUXGA model weighs 1.3 kg. The article breaks down the new lineup, explains the trade-offs between display options, battery life, and business features, and gives practical buying advice for organizations considering these laptops.
Intel Xeon 6 Servers Now Run Compressed Llama 3.3 70B at 3.86 Tokens/s, Cutting Latency in Half
Multiverse Computing’s CompactifAI compression enables Llama 3.3 70B to run on Intel Xeon 6 processors with vLLM CPU, achieving 3.86 tokens per second output and halving latency versus the uncompressed model. The benchmark, announced July 23, 2026, shows a path to enterprise AI inference without GPUs, given sufficient RAM and careful validation.
Microsoft Dynamics 365 Now Lets AI Agents Act Inside Your ERP — Under Strict Control
Microsoft has introduced Model Context Protocol servers for Dynamics 365, enabling AI agents to act inside ERP and CRM transactions under existing security controls. The move marks a shift from passive AI assistants to governed, agentic business applications, with over 650,000 actions now available and a deadline of October 2026 to retire the older static integration. Organizations should start with narrow, high-volume workflows and rigorous testing to avoid governance pitfalls.
AI-Generated Counterexample Could Overturn 30-Year Graph Theory Conjecture—If It Holds Up
A small but precise AI-generated counterexample threatens to disprove the 30-year-old Dinitz–Garg–Goemans conjecture in graph theory, with fractional flow costing 58 vs. unsplittable flow's 60. Both OpenAI's GPT-5.6 and xAI's Grok 4.5 produced the result, but independent verification is essential before the mathematical community accepts the claim. The discovery highlights a powerful new research workflow that Windows users can replicate using readily available tools.
Databricks to Run Its Own Operations on Azure's Custom Arm Chips in Decade-Long Deal
Databricks has extended its Azure partnership through the 2030s, committing to run its own operations on Microsoft's custom Cobalt Arm chips. The deal signals tighter AI-data platform integration, but IT leaders must prepare for Arm compatibility testing, governance challenges, and potential vendor lock-in.
A New 100-Point Score Measures Whether Copilot, ChatGPT, and Gemini Recommend Your Business
AI Search Engineers has launched a standardized 100-point AI Search Visibility Score aimed at professional service businesses, measuring how well they are understood and recommended by ChatGPT, Google Gemini, and Microsoft Copilot. The framework highlights a growing shift from traditional SEO metrics to answering whether AI assistants will name a business in response to high-intent queries, with particular importance for Windows users due to Copilot's integration across Microsoft's ecosystem.
Microsoft and Databricks Secure AI Partnership Through 2030s, Aiming to Ground Copilot in Enterprise Data
Microsoft and Databricks extended their strategic partnership into the 2030s, with Databricks deepening its use of Azure for core operations and Microsoft embedding Databricks' data AI into Microsoft 365, Teams, and Copilot. The deal aims to ground enterprise AI assistants in governed business data, promising more useful answers for employees—but only if organizations first tackle data governance and ontology work.