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人工智能生成内容研究综述:应用、风险与治理

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[目的/意义]对人工智能生成内容(artificial intelligence generated content,AIGC)应用、风险及治理的研究,有助于把握人工智能未来的发展方向,为新兴主题研究提供参考与借鉴.[方法/过程]以中国知网、万方数据知识服务平台和Web of Science核心合集、ProQuest、ScienceDirect数据库为数据源,收集人工智能生成内容相关文献,分析AIGC在不同领域的应用现状及其风险,并提出AIGC的治理目标.[结果/结论]AIGC主要在医疗、新闻、学术、教育与艺术等领域取得一定成果,同时面临具有关联关系的来自技术、个人和社会3个层面的风险.本文通过构建"以人为本"的AIGC服务体系模型,从内部循环共生层面提出技术控制和个人提升的具体治理措施,从外部控制引导层面提出政策法规和社会引导具体措施,以指导生成式人工智能的设计、应用与发展.
A Review of AI-generated Content Research:Applications,Risks,and Governance
[Purpose/Significancel Research on the applications,risks,and governance of Artificial Intelligence Generated Content(AIGC)contributes to understanding the future development direction of artificial intelligence.It provides references for relevant emerging thematic studies.[Method/Process]Using CNKI(China National Knowl-edge Infrastructure),Wanfang,Web of Science,ProQuest,and ScienceDirect as data sources,this study collected literature related to AIGC,analyzed the current applications and associated risks of AIGC across various fields,and proposed governance objective for AIGC.[Result/Conclusion]AIGC has achieved certain accomplishments in fields such as healthcare,journalism,academia,education,and the arts,while concurrently facing interrelated risks from the technical,individual,and societal levels.This paper constructs a"Human-centered"AIGC service system model and proposes specific governance measures for technical control and personal enhancement at the internal cyclical symbio-sis level,as well as specific measures for policy formulation and social guidance at the external control guidance level,to guide the design,application,and development of generative artificial intelligence.

artificial intelligence generated contentgenerative artificial intelligencehuman-centered artifi-cial intelligencehuman-machine collaborationgovernance objective

李旭光、胡奕、王曼、陆颖颖、冯瑄

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山东理工大学信息管理学院 淄博 255000

南开大学商学院信息资源管理系 天津 300071

人工智能生成内容 生成式人工智能 以人为中心的人工智能 人机协同 治理目标

泰山学者工程专项国家自然科学基金面上项目

72272138

2024

图书情报工作
中国科学院文献情报中心

图书情报工作

CSTPCDCSSCICHSSCD北大核心
影响因子:2.203
ISSN:0252-3116
年,卷(期):2024.68(17)
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