管理控制中的人工智能:新兴形式、实践与基础设施

AI in management control: Emergent forms, practices, and infrastructures

Critical Perspectives on Accounting · 2024
被引 26 · 同刊同年前 4%
ABS 3

中文导读

本文探讨人工智能(特别是机器学习和大型语言处理)如何引发管理控制从演绎到归纳的认识论转变,并分析其对会计实践和社会研究的新方向。

Abstract

This paper discusses the significance of Artificial Intelligence (AI), particularly Machine Learning (ML) and Large Language Processing (LLP), in the context of management control. The key concern is the epistemological shift from traditional deductive approaches to an inductive approach brought about by AI technologies. The paper elaborates on shifts related to the forms, practices, and infrastructures of management control, discussing new avenues for research in social studies of accounting. The discussion outlines how the integration of AI in accounting not only changes accounting practice but also fuels the relevance of some of the prior insights about social aspects of calculative practices. On a final note, the paper also suggests that, given the speed and scope at which new calculative technology is being introduced in virtually all parts of society, accounting scholars may draw upon prior insights and contribute to wider debates about the social impact of AI in society.

管理控制人工智能会计知识管理社会科学