retrieval-augmented generation

  1. Edge Copilot Mode adds multi-tab summarization for cross-tab research

    Microsoft is quietly turning Edge into a research assistant you can talk to: recent Canary builds are testing a multi‑tab summarization feature that lets Copilot read and synthesize content from several open tabs at once — a capability that shifts Copilot from a single‑page summarizer to a...
  2. Harnessing Generative AI at Scale with Microsoft Azure for Business Innovation

    Generative AI represents one of the most transformative waves in enterprise technology, promising to revolutionize how organizations operate, serve customers, and drive innovation. Yet, realizing the true potential of generative AI—where intelligent agents, context-aware search, and dynamic...
  3. Microsoft Edge’s Copilot Mode: The Future of AI-Driven Browsing and Browser Wars

    Microsoft’s push to redefine the web browsing experience has entered a new era with the unveiling of Copilot Mode in Microsoft Edge—a dramatic step not only for the future of Edge, but for the evolution of web browsers in general. Amid intensifying AI innovation from Silicon Valley giants and...
  4. Cohesity Gaia Integrates with Microsoft 365 Copilot for Smarter Data Access

    Here’s a summary of the key points from the Khaleej Times article about Cohesity Gaia's integration with Microsoft 365 Copilot: What’s New? Cohesity Gaia now integrates with Microsoft 365 Copilot, giving knowledge workers access to Cohesity backup data directly from the Microsoft 365 Copilot...
  5. Cohesity's Gaia & Microsoft 365 Copilot Transform Backup Data into Actionable Insights

    Cohesity's recent integration of its AI-powered search assistant, Gaia, with Microsoft 365 Copilot marks a significant advancement in enterprise data accessibility. This collaboration enables users to perform AI-driven searches across archived emails, documents, and spreadsheets directly within...
  6. Cohesity Gaia & Microsoft 365 Copilot Integration Boosts Enterprise Data Insights

    Cohesity's recent integration of its AI-powered search assistant, Gaia, with Microsoft 365 Copilot marks a significant advancement in enterprise data accessibility and utilization. This collaboration enables knowledge workers to seamlessly query and extract insights from backup data directly...
  7. Fujitsu AI Auto Presentation: Revolutionizing Multilingual, Automated Business Presentations

    Fujitsu has once again positioned itself at the forefront of digital transformation with its latest unveiling: the AI-powered "Fujitsu AI Auto Presentation." This technology, announced on June 19 by Fujitsu Limited, is not just another incremental improvement within workplace productivity tools...
  8. Fujitsu Launches AI Auto Presentation: Revolutionizing Multilingual, Automated Corporate Communication

    Fujitsu Limited has taken a bold step forward in workplace automation with the introduction of its groundbreaking AI-powered presentation tool, described as “Fujitsu AI Auto Presentation.” Unveiled as part of its AI service suite, Fujitsu Kozuchi, and in partnership with Headwaters Co., Ltd...
  9. EchoLeak: Critical Zero-Click Vulnerability in Microsoft 365 Copilot Uncovered in 2025

    In early 2025, cybersecurity researchers uncovered a critical vulnerability in Microsoft 365 Copilot, dubbed "EchoLeak," which allowed attackers to extract sensitive user data without any user interaction. This zero-click exploit highlighted the potential risks associated with deeply integrated...
  10. EchoLeak Vulnerability in Microsoft 365 Copilot: Zero-Click Data Exfiltration Explained

    Here’s a concise summary and analysis of the 0-Click “EchoLeak” vulnerability in Microsoft 365 Copilot, based on the GBHackers report and full technical article: Key Facts: Vulnerability Name: EchoLeak CVE ID: CVE-2025-32711 CVSS Score: 9.3 (Critical) Affected Product: Microsoft 365 Copilot...
  11. BenchmarkQED: The Ultimate Open-Source Benchmarking Suite for Retrieval-Augmented Generation Systems

    Retrieval-augmented generation, commonly abbreviated as RAG, has become an indispensable paradigm in the landscape of generative artificial intelligence, especially as enterprises and researchers increasingly seek precise answers over their proprietary data. Yet, the rapid evolution of RAG...
  12. Microsoft Build 2025: AI-Powered Enterprise Solutions with Autonomous Agents & SQL Server 2025

    At the recent Microsoft Build 2025 conference, the tech giant unveiled a series of groundbreaking advancements, with a pronounced emphasis on artificial intelligence (AI) integration across its product suite. Central to these announcements were the introduction of autonomous AI agents and the...
  13. Unlocking Enterprise Innovation with Microsoft Azure AI Studio

    The latest advancements in artificial intelligence have rapidly redefined how businesses and developers approach problem-solving, productivity, and digital transformation. Nowhere is this more evident than in the suite of tools offered by Microsoft’s Azure AI Studio—a platform designed to...
  14. 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...
  15. Microsoft’s Vision for an Interconnected, Memory-Enhanced AI Agentic Web

    In the rapidly evolving world of artificial intelligence, Microsoft is pushing bold new boundaries in how AI agents interact, learn, and work together. As detailed in recent statements from Microsoft CTO Kevin Scott ahead of their influential Build developer conference, the company’s vision...
  16. Microsoft Build 2025: The Rise of Autonomous AI Agents and the Agentic Web Revolution

    As software agents powered by artificial intelligence move from theory to practical application, Microsoft Build 2025 marks a pivotal moment. The traditional vision of AI—chatbots answering simple questions or automating repetitive tasks—seems almost quaint compared to the evolving landscape...
  17. Microsoft Research’s AI Revolution: Innovations, Strategies, and the Future of Scientific Discovery

    Microsoft’s journey as both a leader and “customer zero” in artificial intelligence innovation is emblematic of how entrenched research traditions can be disrupted—and ultimately enhanced—by the very technologies they seek to understand and improve. The company’s deliberate approach to...
  18. Build Your First AI Agent with Microsoft's Beginner-Friendly Course

    Artificial intelligence may once have conjured mental images of sentient robots plotting global domination or, at the very least, besting humans at chess. Today, though, building your own AI agent is suddenly less “sci-fi spectacle” and more “Wednesday afternoon hobby”—and Microsoft seems...
  19. Harnessing Generative AI: Microsoft’s Blueprint for Business Success

    Microsoft’s recent AI decision brief—featured in Technology Magazine—offers a deep dive into how companies can successfully harness generative AI (Gen AI) at scale. As business leaders look to navigate a rapidly evolving technology landscape, Microsoft’s insights provide a robust strategic...