rag systems

  1. EchoLeak and AI Security: Navigating Data Risks in Microsoft Copilot and Cloud Ecosystems

    A rapidly unfolding chapter in enterprise security has emerged from the intersection of artificial intelligence and cloud ecosystems, exposing both the promise and the peril of advanced digital assistants like Microsoft Copilot. What began as the next frontier for user productivity and...
  2. EchoLeak Zero-Click Vulnerability in Microsoft 365 Copilot: What You Need to Know

    Security researchers at Aim Labs have recently uncovered a critical zero-click vulnerability in Microsoft 365 Copilot, dubbed "EchoLeak." This flaw allows attackers to extract sensitive organizational data without any user interaction, posing significant risks to data security and privacy...
  3. EchoLeak: The First Zero-Click AI Security Flaw and How to Protect Your Enterprise

    The breathtaking promise of generative AI and large language models in business has always carried a fast-moving undercurrent of risk—a fact dramatically underscored by the discovery of EchoLeak, the first documented zero-click security flaw in a production AI agent. In January, researchers from...
  4. AI Model Collapse and the Decline of Search Reliability: Risks & Remedies

    AI-fueled search promised a revolution—precision, depth, and clarity compared to the ad-choked, SEO-clogged wasteland of traditional engines. For a time, it felt real. Perplexity and other AI-assisted platforms seemed to leapfrog past Google, surfacing more relevant answers and context where...