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智慧图书馆中生成式人工智能伦理安全保障理论框架研究

Research on the theoretical framework of ethical security guarantee of generative artificial intelligence in smart library

中文摘要英文摘要

目的 / 意义 ] 随着生成式人工智能(GenAI)在智慧图书馆中的广泛应用,伦理和安全问题日益突出,如何构建有效的伦理安全保障机制成为图书馆领域的关键问题。本文旨在探讨和建立一套系统的伦理安全保障理论框架,以应对GenAI技术在智慧图书馆应用中所面临的伦理风险和安全挑战,推动智慧图书馆的健康可持续发展。[ 过程 / 方法 ] 通过文献分析等方法,梳理相关研究文献和实践概况,分析当前智慧图书馆中生成式人工智能应用的理论研究和实践进展。进一步对智慧图书馆中GenAI应用的现状及伦理安全问题进行深入分析,构建伦理安全保障理论框架。[ 结果 / 结论 ] 伦理安全保障理论框架以多智能体协同治理模型为核心,通过多轮反馈更新生成符合伦理要求的补充提示,从而保障人工智能生成内容(AIGC)符合伦理需求。提出的理论框架为智慧图书馆中GenAI的伦理安全管理提供了系统化的解决方案,有助于确保GenAI技术的伦理合规应用,从而促进智慧图书馆的长远发展。

Purpose / significance ] With the wide application of generative artificial intelligence ( GenAI ) in smart libraries, ethical and security issues have become increasingly prominent. How to construct an effective ethical security guarantee mechanism has become a key issue in the field of libraries. The purpose of this paper is to explore and establish a systematic theoretical framework of ethical security to cope with the ethical risks and security challenges faced by GenAI technology in the application of smart libraries, and to promote the healthy and sustainable development of smart libraries. [ Method / process ] Through literature analysis and other methods, this paper combs the relevant research literature and practice overview, and analyzes the theoretical research and practical progress of the application of generative artificial intelligence in the current smart library. This paper further analyzes the current situation and ethical security issues of GenAI application in smart libraries, and constructs the theoretical framework of ethical security. [ Result / conclusion ] The theoretical framework of ethical security assurance takes the multi-agent collaborative governance model as the core, and generates supplementary tips that meet ethical requirements through multiple rounds of feedback updates, so as to ensure that artificial intelligence generated content ( AIGC ) meets ethical needs. The proposed theoretical framework provides a systematic solution for the ethical security management of GenAI in smart libraries, which helps to ensure the ethical compliance application of GenAI technology, thus promoting the long-term development of smart libraries.

苏月利、郑文洁、刘雅琦

10.12074/202409.00090V1

信息传播、知识传播自动化基础理论计算技术、计算机技术

智慧图书馆生成式人工智能人工智能伦理多智能体

Smart LibraryGenerative artificial intelligenceArtificial intelligence ethicsMulti-agent

苏月利,郑文洁,刘雅琦.智慧图书馆中生成式人工智能伦理安全保障理论框架研究[EB/OL].(2024-09-04)[2025-08-02].https://chinaxiv.org/abs/202409.00090.点此复制

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