基于TOE分析框架的美国情报界人工智能转型研究OACHSSCD

[Purpose]This paper aims to systematically investigate the multiple drivers,evolutionary paths,and key initiatives of the AI transformation within the U.S.intelligence community.It seeks to reveal the synergistic mechanism between technological embedding and organizational change,providing an integrated analytical perspective for understanding the inherent logic of intelligence system transforma-tion in the intelligent age.[Method]Employing textual research and logical analysis,this study introduces the technology-organization-environment(TOE)theoretical framework.Based on official U.S.strategic documents,project reports,and authoritative research,it constructs an integrated analytical framework from the three dimensions of environment,organization,and technology to systematically ex-plore the external drivers,organizational responses,and technological applications of the AI transformation in the U.S.intelligence com-munity.[Result/Conclusion]The AI transformation of the U.S.intelligence community is a complex process of the synergistic evolution of environmental pressure,organizational adaptation,and technological embedding.From the environmental dimension,great-power stra-tegic competition,the global AI race,and allied cooperation networks constitute the external driving forces.From the organizational di-mension,the intelligence community is progressively breaking down departmental barriers through the streamlined restructuring of"ODNI 2.0"and the systematization of application deployment.From the technological dimension,data infrastructure is shifting from silos to cloud-edge collaboration,algorithms are evolving from"black boxes"to explainable agents,and human-computer interaction is transfor-ming from tool assistance to collaborative symbiosis.The interaction of these three dimensions is collectively propelling the fundamental shift of the U.S.intelligence system from"data silos"to an"intelligent ecosystem".The core lesson lies in positioning artificial intelli-gence as the central engine for reconstructing organizational processes and reshaping strategic capabilities.The transformation process also reveals inherent tensions between departmental interests and data integration,efficiency and ethics,and ally dependence and control,offer-ing important references for intelligence capability building in the intelligent era.