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

被引:1
|
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
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
  • [1] Generative artificial intelligence in healthcare: A scoping review on benefits, challenges and applications
    Moulaei, Khadijeh
    Yadegari, Atiye
    Baharestani, Mahdi
    Farzanbakhsh, Shayan
    Sabet, Babak
    Afrash, Mohammad Reza
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2024, 188
  • [2] A systematic literature review on the application of generative artificial intelligence (GAI) in teaching within higher education: Instructional contexts, process, and strategies
    Wang, Peijun
    Jing, Yuhui
    Shen, Shusheng
    INTERNET AND HIGHER EDUCATION, 2025, 65
  • [3] Enhancing Work Productivity through Generative Artificial Intelligence: A Comprehensive Literature Review
    Al Naqbi, Humaid
    Bahroun, Zied
    Ahmed, Vian
    SUSTAINABILITY, 2024, 16 (03)
  • [4] Artificial intelligence to automate the systematic review of scientific literature
    de la Torre-Lopez, Jose
    Ramirez, Aurora
    Romero, Jose Raul
    COMPUTING, 2023, 105 (10) : 2171 - 2194
  • [5] Artificial intelligence to automate the systematic review of scientific literature
    José de la Torre-López
    Aurora Ramírez
    José Raúl Romero
    Computing, 2023, 105 : 2171 - 2194
  • [6] Applications of Generative Artificial Intelligence in the Software Industry
    Damyanov, Ivo
    Tsankov, Nikolay
    Nedyalkov, Iliya
    TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2024, 13 (04): : 2724 - 2733
  • [7] Artificial intelligence applications in brachytherapy: A literature review
    Zhao, Jonathan Z. L.
    Ni, Ruiyan
    Chow, Ronald
    Rink, Alexandra
    Weersink, Robert
    Croke, Jennifer
    Raman, Srinivas
    BRACHYTHERAPY, 2023, 22 (04) : 429 - 445
  • [8] Emergence of artificial generative intelligence and its potential impact on urology
    Javid, Mohamed
    Reddiboina, Madhu
    Bhandari, Mahendra
    CANADIAN JOURNAL OF UROLOGY, 2023, 30 (04) : 11588 - 11598
  • [9] The Promise and Pitfalls: A Literature Review of Generative Artificial Intelligence as a Learning Assistant in ICT Education
    Chugh, Ritesh
    Turnbull, Darren
    Morshed, Ahsan
    Sabrina, Fariza
    Azad, Salahuddin
    Mamunur, Rashid Md
    Kaisar, Shahriar
    Subramani, Sudha
    COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, 2025, 33 (02)
  • [10] Generative artificial intelligence integrations and applications
    Gilreath, Hanna
    JOURNAL OF PRINT AND MEDIA TECHNOLOGY RESEARCH, 2024, 13 (01): : 35 - 42