工业元宇宙场景下的人机智能体发展

Development of Human-Agent Intelligence in the Context of Industrial Metaverse

随着国务院《新一代人工智能发展规划》的深入落实,以企业为主体的高质量AI场景创新,成为工业和信息化部等政策指导机构重点关注并大力支持的发展方向。2023年,大语言模型奠定了AI技术底座,进而拉低了基于自然语言理解的多模态数字化内容生成门槛,为元宇宙进化补上了数字化生产力升级的关键一环。AI的快速发展也引发了一系列伦理问题,甚至部分业界专家也频频警示“AI威胁论”。本文聚焦“工业元宇宙”场景,在重新定义物理“原宇宙”、数字“源宇宙”和认知“元宇宙”三元体系基础上,结合联想控股旗下企业及国外企业实践案例,探讨人机智能体的可控进化体系和面向意图的开发范式,为新型工业化的智能化升级和系统实施提供了可验证场景。

Under the guidance of China State Council's New Generation of Artificial Intelligence(AI)Development Plan,the cutting-edge AI development has been promoted towards enterprise scenario-based innovation,led by China MIIT,etc.In technical domain,2023 is the year that LLM has been showing its power as foundation model of future AI.Not only the bottleneck of natural language-based human-machine interaction has been broken,but also the gap between low productivity and high demanding of metaverse digital contents has a strong sign to be filled in near future.However,form social perspective,fast growth of AI is raising more fear than before,including AI ethics,threats of mankind dominated by AI super-intelligence,etc.,frequently being warned by AI experts.Our research focused on the scenario of industrial metaverse,to explore the evolutionary cybernetics of Conscious Human-Agent Mixed Intelligence,and presented case studies from Legend Holdings enterprises,etc.,to provide reference scenarios for manufacturing enterprises towards future development.