Unravelling the Impact of Generative Artificial Intelligence (GAI) in Industrial Applications: A Review of Scientific and Grey Literature

被引:0
作者
Kar A.K. [1 ]
Varsha P.S. [2 ]
Rajan S. [3 ]
机构
[1] Department of Management Studies, Indian Institute of Technology Delhi, Hauz Khas, New Delhi
[2] School of Commerce, Presidency University, Bangalore
[3] Faculty of Management and Commerce, Ramaiah University of Applied Science, Bangalore
基金
英国科研创新办公室;
关键词
Artificial intelligence; ChatGPT; Generative artificial intelligence; Industrial innovations; Large language models; Literature review; Technology enabled flexibility;
D O I
10.1007/s40171-023-00356-x
中图分类号
学科分类号
摘要
The scope of application of generative artificial intelligence (GAI) in industrial functions is gaining high prominence in academic and industrial discourses. In this article, we explore the usage of GAI and large language models (LLMs) in industrial applications. It promises myriad advantages such as greater engagement, cooperation and accessibility. LLMs like ChatGPT are able to evaluate unstructured queries, assess alternatives and offer actionable advice to users. It is being used to produce fast reports, flexible responses, environment scanning capabilities and insights that can enhance organisation flexibility in making better and quicker decisions, improving customer experiences and thereby augmenting firm profitability. This article offers a comprehensive review of scientific and grey literature in GAI and language models. The synthesis of complementary sources of information brings exciting perspectives in this fast evolving field. We provide directions surrounding future use of GAI as well as research directions for management researchers. © 2023, The Author(s) under exclusive licence to Global Institute of Flexible Systems Management.
引用
收藏
页码:659 / 689
页数:30
相关论文
共 50 条
  • [31] Applications of Artificial Intelligence in Inventory Management: A Systematic Review of the Literature
    Albayrak Unal, Ozge
    Erkayman, Burak
    Usanmaz, Bilal
    ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2023, 30 (04) : 2605 - 2625
  • [32] Applications of Artificial Intelligence in Cross Docking: A Systematic Literature Review
    Altaf, Amna
    El Amraoui, Adnen
    Delmotte, Francois
    Lecoutre, Christophe
    JOURNAL OF COMPUTER INFORMATION SYSTEMS, 2023, 63 (05) : 1280 - 1300
  • [33] Generative artificial intelligence in healthcare from the perspective of digital media: Applications, opportunities and challenges
    Xu, Rui
    Wang, Zhong
    HELIYON, 2024, 10 (12)
  • [34] ChatGPT and Artificial Intelligence in Higher Education: Literature Review Powered by Artificial Intelligence
    Cep, Andrej
    Bernik, Andrija
    INTELLIGENT COMPUTING, VOL 3, 2024, 2024, 1018 : 240 - 248
  • [35] The Impact of Artificial Intelligence on Data System Security: A Literature Review
    Raimundo, Ricardo
    Rosario, Alberico
    SENSORS, 2021, 21 (21)
  • [36] Doctoral students' reflections on generative artificial intelligence (GenAI) use in the literature review process
    Kumar, Swapna
    Gunn, Ariel
    INNOVATIONS IN EDUCATION AND TEACHING INTERNATIONAL, 2024,
  • [37] Application of generative artificial intelligence (GenAI) in language teaching and learning: A scoping literature review
    Law, Locky
    COMPUTERS AND EDUCATION OPEN, 2024, 6
  • [38] Artificial intelligence in education: A systematic literature review
    Wang, Shan
    Wang, Fang
    Zhu, Zhen
    Wang, Jingxuan
    Tran, Tam
    Du, Zhao
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 252
  • [39] Artificial Intelligence in Higher Education: A Bibliometric Study on its Impact in the Scientific Literature
    Hinojo-Lucena, Francisco-Javier
    Aznar-Diaz, Inmaculada
    Caceres-Reche, Maria-Pilar
    Romero-Rodriguez, Jose-Maria
    EDUCATION SCIENCES, 2019, 9 (01):
  • [40] Risks and Challenges Posed by Artificial Intelligence Generative Applications for Academic Integrity
    Navarro-Dolmestch, Roberto
    DERECHO PUCP, 2023, (91) : 231 - 270