人工智能如何塑造会计和金融

Yi Cao, Wei Zhang
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摘要

《会计和金融中的人工智能》特刊探讨了人工智能技术如何改变会计和金融领域,研究了它们的实际应用和相关挑战。本期包含的论文展示了人工智能如何提高效率,加强决策过程,并增加各个领域的透明度,包括财务报告,审计,风险管理和税收。具体来说,这些贡献强调了人工智能在自动化日常任务、分析大型复杂数据集以及显著提高预测准确性方面的能力。然而,尽管有这些显著的好处,人工智能的采用也引发了重要的伦理和监管问题。必须认真解决算法偏见、公平性和问责制等问题,以确保负责任和合乎道德地实施人工智能技术。除了回顾当前的发展,本期特刊还概述了未来研究的几个重点。这些措施包括提高人工智能模型的透明度和可解释性,以及将人工智能应用扩展到不太受关注的领域,如行为金融学、税收和数据估值。通过鼓励进一步研究和促进跨学科合作,本期特刊旨在以创新和负责任的方式指导人工智能的发展。最终目标是创建一个不仅更高效,而且合乎道德和可持续的会计和金融生态系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How AI is shaping accounting and finance
The special issue on Artificial Intelligence (AI) in Accounting and Finance explores how AI technologies are transforming the fields of accounting and finance, examining both their practical applications and the associated challenges. The papers included in this issue demonstrate how AI can improve efficiency, enhance decision-making processes, and increase transparency across various domains, including financial reporting, auditing, risk management, and taxation. Specifically, the contributions highlight AI’s capability to automate routine tasks, analyse large and complex datasets, and significantly improve predictive accuracy. However, despite these notable benefits, the adoption of AI also raises important ethical and regulatory concerns. Issues such as algorithmic bias, fairness, and accountability must be carefully addressed to ensure that AI technologies are implemented responsibly and ethically. Beyond reviewing current developments, this special issue also outlines several priorities for future research. These include improving the transparency and explainability of AI models, and expanding AI applications into areas that have received less attention, such as behavioural finance, taxation, and data valuation. By encouraging further research and promoting interdisciplinary collaboration, this special issue aims to guide the development of AI in ways that are both innovative and responsible. The ultimate goal is to create an accounting and finance ecosystem that is not only more efficient, but also ethical and sustainable.
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