1. 西安电子科技大学网络与信息安全学院,陕西 西安 710126
2. 西交利物浦大学智能工程学院,江苏 苏州 215123
3. 中国科学院深圳先进技术研究院,广东 深圳 518055
[ "王皓(1978- ),男,博士,西安电子科技大学网络与信息安全学院华山学者、领军教授、博士生导师,主要研究方向为关键系统中的人工智能、大数据和(工业)物联网技术。" ]
[ "潘昱杉(1986- ),男,博士,西交利物浦大学智能工程学院助理教授、博士生导师,主要研究方向为人机交互、参与式设计、计算机支持的辅助工作和经验软件工程。" ]
[ "潘毅(1960- ),男,博士,中国科学院深圳先进技术研究院讲席教授,美国佐治亚州立大学州校董荣休教授,乌克兰国家工程院外籍院士,美国医学与生物工程院院士,英国皇家公共卫生学院院士,英国工程技术学会会士,日本学术振兴会会士,长江学者和国家特聘专家。主要研究方向为基于云计算、大数据分析、人工智能、深度学习等的生物信息和医疗信息的研究。" ]
网络首发:2023-05,
纸质出版:2023-05-15
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王皓, 潘昱杉, 潘毅. 生成式人工智能大模型赋能的元宇宙生命体:前瞻和挑战[J]. 大数据, 2023,9(3):85-96.
Hao WANG, Yushan PAN, Yi PAN. Generative AI empowered metaverse organisms: prospects and challenges[J]. Big data research, 2023, 9(3): 85-96.
王皓, 潘昱杉, 潘毅. 生成式人工智能大模型赋能的元宇宙生命体:前瞻和挑战[J]. 大数据, 2023,9(3):85-96. DOI: 10.11959/j.issn.2096-0271.2023033.
Hao WANG, Yushan PAN, Yi PAN. Generative AI empowered metaverse organisms: prospects and challenges[J]. Big data research, 2023, 9(3): 85-96. DOI: 10.11959/j.issn.2096-0271.2023033.
元宇宙已在医药、制造、金融产业、教育和公共服务等领域有所讨论,但基于虚拟现实的应用场景并未真正实现“现实-虚拟-现实”回路交互方式。其交互模式也没有真正意义上赋予虚拟世界等同现实世界的意识和感知。以医药为例,探讨了生成式人工智能大模型在元宇宙生命体中的前瞻应用和挑战,包括数字化生物细胞,构建数字化细胞之间的连接和数字神经元等,以促进元宇宙生命体具有与物理世界一致的感知和生物化学反应,从而赋能医药领域的发展。针对目前元宇宙和生成式人工智能大模型各自的优缺点,进一步讨论通过巧妙设计人机协同机制,促进人与元宇宙生命体在医药中的有意识交互。
The metaverse has been discussed in fields such as medicine
manufacturing
finance
education
and public services
but the application scenarios based on virtual reality have not truly achieved the "real-virtual-real" loop interaction method.Its interaction mode has also not truly given the digital world the same consciousness and perception as the physical world.Taking medicine as a case study
the prospective applications and challenges of generative artificial intelligence models in metaverse organisms were explored
including digitizing biological cells
and building connections between digitized cells and digital neurons
in order to promote metaverse life forms to have perception and biochemical reactions consistent with the physical world
thereby empowering the development of the medical field.In response to the current advantages and disadvantages of the metaverse and generative artificial intelligence models
the clever design of human-machine collaboration mechanisms was discussed to promote conscious interaction between humans and metaverse organisms in medicine.
HEIDEGGER M . Being and time [M ] . New York : State University of New York Press , 2008 .
TAYLOR S , SONEJI S . Bioinformatics and the metaverse:are we ready? [J ] . Frontiers Bioinform , 2022 ,2:863676.
PESCE M . The metaverse could help us better understand reality [J ] . IEEE Spectrum Magazine , 2021 .
DIONISIO J D N , BURNS W G , GILBERT R . 3D virtual worlds and the metaverse [J ] . ACM Computing Surveys , 2013 , 45 ( 3 ): 1 - 38 .
澎湃新闻 . 潘毅院士:为元宇宙注入“生命体” [Z ] . 2022 .
Pengpai News . Pan Yi Fellow:Injecting“life forms” into the metaverse [Z ] . 2022 .
WANG G , BADAL A , JIA X , et al . Development of metaverse for intelligent healthcare [J ] . Nature Machine Intelligence , 2022 , 4 ( 11 ): 922 - 929 .
WANGB C , PENG T , WANG X V , et al . Toward human-centric smart manufacturing:a human-cyber-physical systems (HCPS) perspective [J ] . Journal of Manufacturing Systems , 2022 , 63 : 471 - 490 .
YAO X F , MA N F , ZHANG J M , et al . Enhancing wisdom manufacturing as industrial metaverse for industry and society 5.0 [J ] . Journal of Intelligent Manufacturing , 2022 : 1 - 21 .
贵州省大数据发展管理局 . 2022年中国元宇宙政策汇编 [Z ] . 2022 .
Big Data Development Administration of Guizhou Province . A compilation of China’s metaverse policies in 2022 [Z ] . 2022 .
XU J N , PAPANGELIS K , DUNHAM J , et al . Metaverse:the vision for the future [C ] // Proceedings of CHI EA’22:Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems . New York:ACM Press , 2022 : 1 - 3 .
DWIVEDI Y K , HUGHES L , BAABDULLAH A M , et al . Metaverse beyond the hype:Multidisciplinary perspectives on emerging challenges,opportunities,and agenda for research,practice and policy [J ] . International Journal of Information Management , 2022 ,66:102542.
YANG Q L , ZHAO Y T , HUANG H W , et al . Fusing blockchain and AI with metaverse:a survey [J ] . IEEE Open Journal of the Computer Society , 2022 , 3 : 122 - 136 .
LAM K Y , YANG L , ALHILAL A , et al . Human-avatar interaction in metaverse:framework for full-body interaction [C ] // Proceedings of the 4th ACM International Conference on Multimedia in Asia . New York:ACM Press , 2022 : 1 - 7 .
KIRKPATRICK K . Applying the metaverse [J ] . Communications of the ACM , 2022 , 65 ( 11 ): 16 - 18 .
MINSKY M , PAPERT S A . Perceptrons:An Introduction to Computational Geometry [M ] . Cambridge : The MIT Press , 2017 .
KUMAR H , MUSABIROV I , SHI J K , et al . Exploring the design of prompts for applying GPT-3 based chatbots:a mental wellbeing case study on mechanical Turk [Z ] . 2022 .
GROSSE R . Generalization.Lecture note:CSC321 neural networks and machine learning (UTM) [Z ] . 2019 .
MITCHELL T M , KELLER R M , KEDAR-CABELLI S T . Explanationbased generalization:a unifying view [J ] . Machine Learning , 1986 , 1 ( 1 ): 47 - 80 .
SHAO Z W , YU Z , WANG M , et al . Prompting large language models with answer heuristics for knowledge-based visual question answering [Z ] . 2023 .
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