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The impact of generative AI on management innovation
Journal of Industrial Information Integration ( IF 10.4 ) Pub Date : 2024-12-26 , DOI: 10.1016/j.jii.2024.100767
Caiming Zhang, Hui Zhang

Generative Artificial Intelligence (GAI) demonstrates significant potential in the application of management and organizational innovation. This paper systematically investigates the multifaceted impacts of GAI on management decision-making, management algorithms, information integration, and various specific domains. GAI significantly enhances the accuracy of management decisions through its robust data analysis and predictive capabilities. By effectively integrating internal and external information, it reduces information asymmetry and improves both information transparency and the quality of decisions. In terms of specific application areas, GAI shows broad prospects in multiple fields, including business, education, healthcare, content creation, and game development. As GAI technology continues to advance, it will become more intelligent and adaptive. However, further research and the establishment of relevant ethical guidelines and legal frameworks are necessary to ensure its safety and reliability.

中文翻译:


生成式 AI 对管理创新的影响



生成式人工智能 (GAI) 在管理和组织创新的应用方面显示出巨大的潜力。本文系统研究了 GAI 对管理决策、管理算法、信息集成和各个特定领域的多方面影响。GAI 通过其强大的数据分析和预测能力显著提高了管理决策的准确性。通过有效整合内部和外部信息,它减少了信息不对称,提高了信息透明度和决策质量。就具体应用领域而言,GAI 在商业、教育、医疗保健、内容创作和游戏开发等多个领域显示出广阔的前景。随着 GAI 技术的不断进步,它将变得更加智能和适应性。然而,为了确保其安全性和可靠性,有必要进一步研究并建立相关的道德准则和法律框架。
更新日期:2024-12-26
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