From fiction to fact: the growing role of generative AI in business and finance

被引:31
|
作者
Chen, Boyang [1 ,2 ]
Wu, Zongxiao [2 ]
Zhao, Ruoran [2 ]
机构
[1] China Agr Univ, Coll Econ & Management, Beijing, Peoples R China
[2] Univ Edinburgh, Business Sch, Edinburgh, Scotland
关键词
Generative AI; ChatGPT; Natural Language Processing; Sentiment Analysis; Practical Applications; DEFAULT PREDICTION; CHATGPT; PRODUCTIVITY;
D O I
10.1080/14765284.2023.2245279
中图分类号
F [经济];
学科分类号
02 ;
摘要
Generative Artificial Intelligence (AI), such as ChatGPT by OpenAI, has revolutionized the business world, with benefits including improved accessibility, efficiency, and cost reduction. This article reviews recent developments of generative AI in business and finance, summarizes its practical applications, provides examples of the latest generative AI tools, and demonstrates that generative AI can revolutionize data analysis in industry and academia. To test the ability of generative AI to support decision-making in financial markets, we use the ChatGPT to capture corporate sentiments towards environmental policy by inputting text extracted from corporate financial statements. Our results demonstrate that the sentiment scores generated by ChatGPT can predict firms' risk-management capabilities and stock return performance. This study also highlights the potential challenges and limitations associated with generative AI. Finally, we propose several questions for future research at the intersection of generative AI with business and finance.
引用
收藏
页码:471 / 496
页数:26
相关论文
共 50 条
  • [1] FINANCE FOR THE GROWING BUSINESS - THE ROLE OF INFORMAL INVESTMENT
    HARRISON, R
    MASON, C
    NATIONAL WESTMINSTER BANK QUARTERLY REVIEW, 1993, : 17 - 29
  • [2] GROWING PAINS - FACT OR FICTION
    CALABRO, JJ
    WACHTEL, AE
    HOLGERSON, WB
    REPICE, MM
    POSTGRADUATE MEDICINE, 1976, 59 (02) : 66 - 72
  • [3] Worldwide growing epidemic of CKD: fact or fiction?
    De Nicola, Luca
    Minutolo, Roberto
    KIDNEY INTERNATIONAL, 2016, 90 (03) : 482 - 484
  • [4] The Impact and Opportunities of Generative AI in Fact-Checking
    Wolfe, Robert
    Mitra, Tanushree
    PROCEEDINGS OF THE 2024 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2024, 2024, : 1531 - 1543
  • [5] From fiction to fact
    不详
    CHEMICAL & ENGINEERING NEWS, 2008, 86 (22) : 64 - 64
  • [6] FROM FACT TO FICTION
    Allard, Winston
    JOURNALISM QUARTERLY, 1947, 24 (02): : 158 - 159
  • [7] From fact to fiction
    Pini, Pia
    Osmond, Ros
    LANCET, 2007, 369 (9560): : 450 - 450
  • [8] FACT FROM FICTION
    COSTO, R
    INDIAN HISTORIAN, 1977, 10 (01): : 31 - 36
  • [9] Growing the image: Generative AI and the medium of gardening
    Young, Nick
    Terrone, Enrico
    PHILOSOPHICAL QUARTERLY, 2024, 75 (01): : 310 - 319
  • [10] Generative AI for Finance: Applications, Case Studies and Challenges
    Sai, Siva
    Arunakar, Keya
    Chamola, Vinay
    Hussain, Amir
    Bisht, Pranav
    Kumar, Sanjeev
    EXPERT SYSTEMS, 2025, 42 (03)