Retrieval Augmented Generation
The latest Retrieval Augmented Generation coverage — news, analysis, and updates from the WindowsNews.AI desk.
Unified Enterprise Search Cuts AI Errors 60% by Fixing Data Silos
Enterprise AI projects routinely blame \"hallucinations\" or model limits when assistants deliver wrong, incomplete, or irrelevant answers—but the deeper fault line often lies in the search layer...
AI Search Revolution: How Answer-First Engines Challenge Google and Reshape Digital Publishing
The familiar Google search box that has served as the internet's primary gateway for over two decades is facing its most significant challenge yet. The emergence of answer-first AI search tools like...
Microsoft's Licensing Navigator: AI Copilot Revolutionizes Enterprise Licensing
Microsoft is quietly revolutionizing how enterprises navigate the complex world of software licensing with its internal Licensing Navigator tool, an AI-powered Copilot built on Azure AI Services and...
Almirall Revolutionizes Pharma Research with Azure OpenAI and Databricks Integration
Pharmaceutical giant Almirall has achieved a groundbreaking transformation in how its research and development teams access and utilize scientific knowledge, reducing search times for critical...
Microsoft’s Personal Shopping Agent Preview Brings Brand-Safe AI to Retail—at a Security Cost
Microsoft has quietly launched one of its most ambitious retail tools yet: a headless, embeddable Personal Shopping Agent now available in public preview through Microsoft Copilot Studio. The agent...
Ralph Lauren's 'Ask Ralph' AI Stylist Debuts: A Masterclass in Brand Safety and a Litmus Test for AI Taste
On September 9, 2025, Ralph Lauren flipped the switch on Ask Ralph—an in-app conversational stylist powered by Microsoft’s Azure OpenAI, rolling out to U.S. shoppers on both Apple and Android...
Hands-On with Microsoft's Free AI Agents Course: 12 Lessons to Build Production-Ready Systems
Microsoft has quietly released one of the most practical resources for developers ready to move beyond AI hype: a free, open-source, 12-lesson curriculum on GitHub that teaches you how to build...
Ralph Lauren Debuts Ask Ralph, an AI Stylist Built on Microsoft Azure, to Transform Mobile Shopping
Ralph Lauren is giving its mobile app users a personal stylist powered by generative AI. The iconic fashion brand today launched Ask Ralph, a conversational shopping assistant built on the Microsoft...
Edge Copilot Becomes a Multi-Tab Research Assistant in Latest Canary Tests
Microsoft has taken another step toward turning Edge into an AI-first workspace: the latest Canary builds now include an experimental flag that enables Copilot to summarize and compare content across...
NewsGuard’s De-Anonymized Audit Exposes How Chatbots Like ChatGPT and Copilot Amplify Fake News at 35% Rate
A year-long red-teaming audit by NewsGuard has laid bare a startling deterioration in AI chatbot accuracy: the top 10 consumer chatbots now repeat false claims in 35% of their news-related responses,...
GPT-5 Can't Fix Microsoft 365 Copilot's Context Problem
When OpenAI launched GPT-5 on August 7, 2025, Microsoft immediately declared the model would power Microsoft 365 Copilot. The same-day announcement was a spectacular show of partnership unity—but...
Microsoft Copilot’s EchoLeak Flaw Proves GenAI Must Embrace Zero Trust — Or Risk Catastrophic Data Leaks
A zero-click prompt injection flaw in Microsoft 365 Copilot, discovered in January by security researchers at Aim Labs, allowed attackers to trick the AI assistant into silently exfiltrating...