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Who speaks through the machine? Generative AI as discourse and implications for management

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  • Agbon, Gildas

Abstract

This article draws on the Foucauldian concept of “discursive formation” to conceptualize generative artificial intelligence (GAI)’s potential influence on management. It shows how ChatGPT, a typical GAI, can affect practices, decision-making responsibility and the management disciplines through a dual discourse. The first one emanates from technological solutionism, a belief that any problem can be solved with the assistance of technology (the technosolutionist discourse), and the second one concerns the utterances generated by ChatGPT itself, which are shaped by various algorithmic, epistemic and linguistic influences (the generative discourse). In simpler terms, what ChatGPT can do to management appears to depend on “what is said about it” and “what it says”. In contrast to the existing literature on ChatGPT’s potential influence on organizations, this article, through its discursive approach, takes a non-normative position, to reveal the subtler influences of generative artificial intelligence, and highlight the individual and organizational responsibilities of actors interacting with these two discourses. The conclusions may be of interest to management readers in general, and of more particular interest to the accounting profession, as the conceptualization is based more broadly on examples taken from accounting, given the close link between the accounting profession and information technologies.

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  • Agbon, Gildas, 2024. "Who speaks through the machine? Generative AI as discourse and implications for management," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 100(C).
    • Handle: RePEc:eee:crpeac:v:100:y:2024:i:c:s1045235424000601
    DOI: 10.1016/j.cpa.2024.102761
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    1. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    2. Boyang Chen & Zongxiao Wu & Ruoran Zhao, 2023. "From fiction to fact: the growing role of generative AI in business and finance," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 21(4), pages 471-496, October.
    3. Michael E. Porter & Mark R. Kramer, 2019. "Creating Shared Value," Springer Books, in: Gilbert G. Lenssen & N. Craig Smith (ed.), Managing Sustainable Business, chapter 16, pages 323-346, Springer.
    4. Brivot, Marion & Gendron, Yves, 2011. "Beyond panopticism: On the ramifications of surveillance in a contemporary professional setting," Accounting, Organizations and Society, Elsevier, vol. 36(3), pages 135-155, April.
    5. Sylvain Durocher & Yves Gendron, 2014. "Epistemic commitment and cognitive disunity toward fair-value accounting," Accounting and Business Research, Taylor & Francis Journals, vol. 44(6), pages 630-655, December.
    6. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    7. Harjit Singh & Avneet Singh, 2023. "ChatGPT: Systematic Review, Applications, and Agenda for Multidisciplinary Research," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 21(2), pages 193-212, April.
    8. Ballantine, Joan & Boyce, Gordon & Stoner, Greg, 2024. "A critical review of AI in accounting education: Threat and opportunity," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 99(C).
    9. Berlinski, Elise & Morales, Jérémy, 2024. "Digital technologies and accounting quantification: The emergence of two divergent knowledge templates," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 98(C).
    10. Nandita Roy & Moutusy Maity, 2023. "‘An Infinite Deal of Nothing’: critical ruminations on ChatGPT and the politics of language," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 50(1), pages 11-17, March.
    11. Tami Oliphant, 2021. "Emerging (information) realities and epistemic injustice," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(8), pages 951-962, August.
    12. Gendron, Yves & Andrew, Jane & Cooper, Christine, 2022. "The perils of artificial intelligence in academic publishing," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 87(C).
    13. Wei, Tian & Wu, Han & Chu, Gang, 2023. "Is ChatGPT competent? Heterogeneity in the cognitive schemas of financial auditors and robots," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1389-1396.
    14. Wanda J. Orlikowski, 2010. "The sociomateriality of organisational life: considering technology in management research," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 34(1), pages 125-141, January.
    15. Eve Chiapello & Luc Boltanski, 1999. "Le nouvel esprit du capitalisme," Post-Print hal-00680085, HAL.
    16. Ahrne, Göran & Brunsson, Nils & Seidl, David, 2016. "Resurrecting organization by going beyond organizations," European Management Journal, Elsevier, vol. 34(2), pages 93-101.
    17. Alin ZAMFIROIU & Denisa VASILE & Daniel SAVU, 2023. "ChatGPT – A Systematic Review of Published Research Papers," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 27(1), pages 5-16.
    18. Herbert A. Simon, 1996. "The Sciences of the Artificial, 3rd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262691914, December.
    19. Payzan-LeNestour, Elise & Woodford, Michael, 2022. "Outlier blindness: A neurobiological foundation for neglect of financial risk," Journal of Financial Economics, Elsevier, vol. 143(3), pages 1316-1343.
    20. Funnell, Warwick & Jupe, Robert, 2022. "The architecture of accounting and the neoliberal betrayal of life," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 89(C).
    Full references (including those not matched with items on IDEAS)

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