Rag Systems
The latest Rag Systems coverage — news, analysis, and updates from the WindowsNews.AI desk.
EchoLeak and AI Security: Protecting Data in Microsoft Copilot and Cloud Systems
The rapid integration of artificial intelligence into enterprise environments has introduced unprecedented efficiency gains—along with equally unprecedented security challenges. Recent discoveries...
EchoLeak Zero-Click Vulnerability in Microsoft 365 Copilot: Risks & Mitigation
A newly discovered zero-click vulnerability in Microsoft 365 Copilot, named EchoLeak, has sent shockwaves through the enterprise security community. Security researchers at Aim Labs uncovered this...
EchoLeak: The First Zero-Click AI Security Flaw and How Enterprises Can Stay Protected
The discovery of EchoLeak has sent shockwaves through the enterprise security landscape, exposing a critical vulnerability in generative AI systems that requires no user interaction to exploit. This...
AI Model Collapse Is Making Search Unreliable, and It's Only Getting Worse
Search engines powered by large language models were supposed to cut through the ad-stuffed, SEO-gamed mess of traditional results. Perplexity and other AI-driven platforms promised precision, depth,...