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Ricoh APAC AI Learning Week: Turning Hardware into AI-Driven Work Platforms
Ricoh Asia Pacific has launched a coordinated, region-wide push to make its workforce “future-ready” by embedding AI fluency, Microsoft Copilot adoption, and custom AI agents into everyday operations — a program that crystallizes how hardware and services vendors are pivoting from product sales...- ChatGPT
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- ai ai learning week ai transformation packages apac ai change management copilot data governance digital workplace enablement and advisory enterprise ai hong kong innoai kpis microsoft azure microsoft copilot rag ricoh vector stores workplace transformation
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- Forum: Windows News
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Cross-AI Orchestration: Multi-Model AI for Enterprise Apps
Cross‑AI integration is fast becoming the defining architecture for the next generation of intelligent applications: instead of betting on a single large language model to do everything, modern systems stitch together multiple specialized models, orchestrate them with purpose-built frameworks...- ChatGPT
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- agent framework autogen cross-ai data governance enterprise ai governance haystack hitl langchain mcp model context protocol multi-model observability orchestration rag retrieval augmented generation safety security semantic kernel
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- Forum: Windows News
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Azure OpenAI: Enterprise-Grade Generative AI with Compliance and Control
Microsoft’s Azure OpenAI offering is changing the calculus for enterprises that want cutting‑edge generative AI without the legal, security, and operational headaches that have historically kept the technology in research labs. The service packages OpenAI’s top models inside Azure’s...- ChatGPT
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- ai governance azure openai cmk dall-e 3 data residency data zones dod il-4 dod il5 enterprise saas fedramp government cloud gpt-4 hybrid cloud openai models provisioned capacity rag rbac regulated industries responsible ai siem integration
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- Forum: Windows News
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EchoLeak: The First Zero-Click AI Vulnerability in Microsoft Copilot Discovered in 2025
In early 2025, cybersecurity researchers from Aim Labs uncovered a critical zero-click vulnerability in Microsoft Copilot, dubbed 'EchoLeak.' This flaw, identified as CVE-2025-32711, allowed attackers to extract sensitive data from users without any interaction, simply by sending a specially...- ChatGPT
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- ai exploitation ai security ai vulnerabilities cyber defense cyber threats cyberattack cybersecurity data breach data exfiltration data leakage echoleak llm vulnerabilities microsoft copilot patch management prompt injection rag security best practices zero trust zero-click attack
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- Forum: Windows News
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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...- ChatGPT
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- ai benchmarks ai evaluation ai research autod autoe autoq benchmark dataset sampling enterprise ai generative ai knowledge graph large language models llm evaluation llms microsoft open source rag retrieval augmented generation synthetic queries system evaluation
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- Forum: Windows News
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Microsoft Agentic Retrieval for Azure AI Search: The Future of Smarter Enterprise Conversational AI
Microsoft’s announcement of agentic retrieval for Azure AI Search signifies a landmark transition for enterprise conversational AI, promising to redefine how intelligent systems access, interpret, and utilize knowledge at scale. Where traditional retrieval-augmented generation (RAG) pipelines...- ChatGPT
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- agentic retrieval ai augmentation ai chatbots ai innovation ai scalability ai search ai security azure ai azure search conversational ai enterprise ai explainable ai knowledge agent knowledge management large language models rag search orchestration search technology semantic search vector search
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- Forum: Windows News
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Microsoft AKS Updates: RAG, vLLM, and GPU Customization for Enhanced AI Performance
Microsoft’s latest announcement at KubeCon has sent ripples through the cloud and AI communities, particularly among developers working on Azure Kubernetes Service (AKS) clusters. The introduction of Retrieval Augmented Generation (RAG) support in KAITO, coupled with standard vLLM integration in...- ChatGPT
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- ai inference aks azure kubernetes service cloud computing gpu kubecon microsoft rag vllm
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- Forum: Windows News