{"title":"ChatGPT and accounting in African contexts: Amplifying epistemic injustice","authors":"Penelope Muzanenhamo , Sean Bradley Power","doi":"10.1016/j.cpa.2024.102735","DOIUrl":null,"url":null,"abstract":"<div><p>Large Language Models (LLMs) such as ChatGPT are likely to amplify epistemic injustice through the lack of transparency and traceability of data sources. The unethical alienation of original knowledge producers from their intellectual products, which are repackaged by LLMs as artificial intelligence, conceals power asymmetries in the global knowledge production and dissemination system. As elaborated by Miranda <span>Fricker (2010)</span>, Western White male actors traditionally dominate knowledge production; therefore, ChatGPT and other LLMs are inclined to reproduce patriarchal perspectives as universal understandings of the World. Our commentary applies this logic to accounting practice and research in Africa, and asserts that epistemic injustice, resulting from colonization and racism, means that ontological and epistemological approaches situated in the accounting needs and experiences of African communities are missing from or poorly articulated by ChatGPT and other LLMs. If LLMs are to attain legitimacy as (ethical) sources of knowledge, regulation must be enforced to ensure transparency—as a foundation for promoting pluriversality and eliminating epistemic injustice.</p></div>","PeriodicalId":48078,"journal":{"name":"Critical Perspectives on Accounting","volume":null,"pages":null},"PeriodicalIF":8.3000,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Critical Perspectives on Accounting","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1045235424000340","RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0
Abstract
Large Language Models (LLMs) such as ChatGPT are likely to amplify epistemic injustice through the lack of transparency and traceability of data sources. The unethical alienation of original knowledge producers from their intellectual products, which are repackaged by LLMs as artificial intelligence, conceals power asymmetries in the global knowledge production and dissemination system. As elaborated by Miranda Fricker (2010), Western White male actors traditionally dominate knowledge production; therefore, ChatGPT and other LLMs are inclined to reproduce patriarchal perspectives as universal understandings of the World. Our commentary applies this logic to accounting practice and research in Africa, and asserts that epistemic injustice, resulting from colonization and racism, means that ontological and epistemological approaches situated in the accounting needs and experiences of African communities are missing from or poorly articulated by ChatGPT and other LLMs. If LLMs are to attain legitimacy as (ethical) sources of knowledge, regulation must be enforced to ensure transparency—as a foundation for promoting pluriversality and eliminating epistemic injustice.
期刊介绍:
Critical Perspectives on Accounting aims to provide a forum for the growing number of accounting researchers and practitioners who realize that conventional theory and practice is ill-suited to the challenges of the modern environment, and that accounting practices and corporate behavior are inextricably connected with many allocative, distributive, social, and ecological problems of our era. From such concerns, a new literature is emerging that seeks to reformulate corporate, social, and political activity, and the theoretical and practical means by which we apprehend and affect that activity. Research Areas Include: • Studies involving the political economy of accounting, critical accounting, radical accounting, and accounting''s implication in the exercise of power • Financial accounting''s role in the processes of international capital formation, including its impact on stock market stability and international banking activities • Management accounting''s role in organizing the labor process • The relationship between accounting and the state in various social formations • Studies of accounting''s historical role, as a means of "remembering" the subject''s social and conflictual character • The role of accounting in establishing "real" democracy at work and other domains of life • Accounting''s adjudicative function in international exchanges, such as that of the Third World debt • Antagonisms between the social and private character of accounting, such as conflicts of interest in the audit process • The identification of new constituencies for radical and critical accounting information • Accounting''s involvement in gender and class conflicts in the workplace • The interplay between accounting, social conflict, industrialization, bureaucracy, and technocracy • Reappraisals of the role of accounting as a science and technology • Critical reviews of "useful" scientific knowledge about organizations