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In Industry 4.0, achieving high efficiency, safety, and adaptability is essential for optimizing process manufacturing. However, current systems often lack the necessary intelligence, creating knowledge gaps and leading to an over-reliance on human decision-making, which in turn results in inefficiencies. To address these challenges, this paper introduces MR-IntelliAssist, a World Cognition Agent (WCA) framework that integrates MR with Artificial Intelligence (AI) to enhance human-AI collaboration. By combining MR’s immersive visualization with AI’s real-time processing, MR-IntelliAssist bridges these knowledge gaps, improving operational efficiency and safety. The system features three core AI Agents: (1) an Intelligent Question-Answering Agent, (2) a Multimodal Interaction Agent, and (3) a Visual Intelligence Agent, which together optimize workflows, minimize errors, and enhance decision-making. Validated across various industrial environments, MR-IntelliAssist demonstrates significant improvements in task efficiency and safety, establishing it as a key framework for the future of smart manufacturing.

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MR-IntelliAssist: A World Cognition Agent Enabling Adaptive Human-AI Symbiosis in Industry 4.0

  • 会议论文

  • 发表日期：

    2025年

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  • Cong Liu,
  • Zhenlong Yuan,
  • You Wang,
  • Yanhua Yin,
  • Weichao Luo,
  • Zhenyu He,
  • Xiaojun Liang

摘要

In Industry 4.0, achieving high efficiency, safety, and adaptability is essential for optimizing process manufacturing. However, current systems often lack the necessary intelligence, creating knowledge gaps and leading to an over-reliance on human decision-making, which in turn results in inefficiencies. To address these challenges, this paper introduces MR-IntelliAssist, a World Cognition Agent (WCA) framework that integrates MR with Artificial Intelligence (AI) to enhance human-AI collaboration. By combining MR’s immersive visualization with AI’s real-time processing, MR-IntelliAssist bridges these knowledge gaps, improving operational efficiency and safety. The system features three core AI Agents: (1) an Intelligent Question-Answering Agent, (2) a Multimodal Interaction Agent, and (3) a Visual Intelligence Agent, which together optimize workflows, minimize errors, and enhance decision-making. Validated across various industrial environments, MR-IntelliAssist demonstrates significant improvements in task efficiency and safety, establishing it as a key framework for the future of smart manufacturing.