Journal of Beijing University of Posts and Telecommunications

  • EI核心期刊

Journal of Beijing University of Posts and Telecommunications ›› 2024, Vol. 47 ›› Issue (4): 11-19,28.

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Application of Holistic Artificial Intelligence and Large Language Models for Comprehensive Information Collection

HAN Xu1, SUN Yawei2,3, ZHAO Lu1   

  • Received:2023-12-28 Revised:2024-02-22 Online:2024-08-28 Published:2024-08-26

Abstract: The application of holistic artificial intelligence and large language models in the scenarios of comprehensive information collection, analysis, and decision-making has been studied. Firstly, the current state of development of holistic artificial intelligence and large language models is reviewed, where the advantages of the related technologies in the application scenarios of intelligent intelligence are clarified, and a theoretical framework diagram integrating them into intelligent intelligence research is proposed. Secondly, each functional module of the framework is interpreted in detail, and the corresponding technical points are deeply analyzed to explore the specific landing scenarios corresponding to this framework system. Finally, the enhancement of the efficiency and accuracy of intelligent intelligence work by holistic artificial intelligence are analyzed, and the risks and challenges that may be faced in actual applications, as well as the directions for future exploration and development, are discussed.

Key words: holistic artificial intelligence, large language models, intelligent intelligence, scenario-based applications

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