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安全通用人工智能大模型的内涵与理论框架

廖慧敏 闫政睿 王秉 王渊洁 任才清

灾害学2026,Vol.41Issue(1):40-45,6.
灾害学2026,Vol.41Issue(1):40-45,6.DOI:10.3969/j.issn.1000-811X.2026.01.006

安全通用人工智能大模型的内涵与理论框架

The Connotation and Theoretical Framework of Artificial General Intelligence Large Models for Safety&Security

廖慧敏 1闫政睿 1王秉 1王渊洁 1任才清2

作者信息

  • 1. 中南大学 资源与安全工程学院,湖南 长沙 410083||中南大学 安全理论创新与促进研究中心,湖南 长沙 410083||中南大学 安全科学与应急管理研究中心,湖南 长沙 410083
  • 2. 国防科技大学 军政基础教育学院,湖南 长沙 410073
  • 折叠

摘要

Abstract

At present,general artificial intelligence has become the focus of research in the field of science and technology,which can provide new solutions to increasingly complex security problems in the era of digital intelli-gence.Based on general safety&security theory and general artificial intelligence theory,the connotation of artificial general intelligence large models for safety&security is analyzed,and the theoretical framework of artificial general in-telligence large models for safety&security is constructed.The results show that the artificial general intelligence large models for safety&security is a general artificial intelligence large model that is applicable to various security scenari-os,integrates safety&security knowledge in various fields,and serves various safety&security tasks.It has the attri-butes of universality,diversity,flexibility,memory,economy,privacy,compatibility and credibility.The functional path includes security data collection,security data preprocessing,security situation awareness,risk identification and evaluation,decision generation and optimization,decision execution and feedback.The theoretical framework of the models is composed of the environment layer,the technology layer,the interaction layer and the core layer,which can provide new ideas and methods for the research and practice of the AI big model technology in the security field.

关键词

安全/通用人工智能/人工智能大模型/安全通用人工智能大模型

Key words

safety&security/artificial general intelligence/large AI models/artificial general intelligence large models for safety&security

分类

资源环境

引用本文复制引用

廖慧敏,闫政睿,王秉,王渊洁,任才清..安全通用人工智能大模型的内涵与理论框架[J].灾害学,2026,41(1):40-45,6.

基金项目

湖南省教育厅资助科研项目(24B0032) (24B0032)

湖南省学位与研究生教学改革研究项目"普通安全学视域下《安全科学原理》研究生课程教学内容体系的构建与实践"(2025JGYB056) (2025JGYB056)

湖南省自然科学基金项目"复杂系统安全信息协同机制及测度方法研究"(2024JJ5455) (2024JJ5455)

灾害学

1000-811X

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