Opportunities and Problems Presented by ChatGPT to the Financial Industry
DOI:
https://doi.org/10.54097/4jqmm245Keywords:
ChatGPT; artificial intelligence; financial industry; risk regulationAbstract
ChatGPT marks the beginning of a new AI revolution, it has aroused strong concern from all walks of life. The generative AI represented by ChatGPT will have a huge impact on the financial industry. This paper reviews the basic development and functional application of ChatGPT. On this basis, this paper discusses the opportunities and challenges presented by ChatGPT to the financial industry. Moreover, the main problems still existing in applications and the matching solutions are pointed out as well. The literature shows that ChatGPT has potential to help financial organizations improve risk control ability, market insight and market competitiveness, thanks to its powerful natural language processing, data collation and data analysis capabilities. But ChatGPT also brings various issues, such as data privacy and securities issue, accuracy and timeliness issue, legal risks, and ethical issue at the same time. ChatGPT is a "double-edged sword", it should be used appropriately to achieve "finance for people".
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References
Cascella M, Montomoli J, Bellini V, et al. Evaluating the feasibility of Chatgpt in healthcare: an analysis of multiple clinical and research scenarios. Journal of Medical Systems, 2023, 47(1): 1-5.
Sallam M, Salim N.A, Ala'a B, et al. ChatGPT output regarding compulsory vaccination and Covid-19 vaccine conspiracy: a descriptive study at the outset of a paradigm shift in online search for information. Cureus, 2023, 15(2): e35029.
Guo Quanzhong, Zhang Jinyi. Technical characteristics and application prospect of ChatGPT. China Media Technology, 2023, 1: 159-160.
Qiu Dongyang, Lan Yu. Opportunities, challenges and issues brought by ChatGPT to the financial industry. Western & Southern Finance,2023, 6: 18-29.
Wang Shouyang, Li Mingchen, Yang Kun, et al. ChatGPT + finance: eight interesting research directions and questions. Management Review, 2023, 35(04): 3-11.
Shen Y, Heacock L, Elias J, et al. ChatGPT and other large language models are double-edged swords. Radiology, 2023, 230163.
Dowling M, Lucey B. ChatGPT for (finance) research: The bananarama conjecture. Finance Research Letters, 2023, 53: 103662.
Niszczota P, Abbas S. GPT as a financial advisor. Available at SSRN: https: / / ssrn.com/ abstract = 4384861.
Ray P.P. ChatGPT: a comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope. Internet of Things and Cyber-Physical Systems, 2023, 3: 1.
Lu Q.H, Luo Y.X, Zhu L.M, et al. Developing responsible chatbots for financial services: a pattern-oriented responsible AI engineering approach. ArXiv Preprint ArXiv: 2301. 05517, 2023.
Blomkvist M, Qiu Y, Zhao Y. Automation and stock prices: the case of ChatGPT. Available at SSRN: https: / / ssrn. com/ abstract = 4395339.
Zeng Xiong. Discussion on the application of ChatGPT in financial industry. Age of Financial Technology, 2023, 31(05): 19-22.
Zhang Xiaheng. The new generation of artificial intelligence technology (ChatGPT) and its impact and transformation on human society. Industrial Economics Review, 2023, 1-14.
Khoury R, Avila A.R, Brunelle J, et al. How secure is code generated by ChatGPT?. ArXiv Preprint ArXiv: 2304. 09655, 2023.
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