Exploring the negative impacts of artificial intelligence in government: the dark side of intelligent algorithms and cognitive machines

IF 2.7 4区 管理学 Q2 PUBLIC ADMINISTRATION International Review of Administrative Sciences Pub Date : 2023-08-08 DOI:10.1177/00208523231187051
David Valle-Cruz, Rigoberto García-Contreras, José Ramón Gil-García
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引用次数: 1

Abstract

This research proposes a framework for the negative impacts of artificial intelligence (AI) in government by classifying 14 topics of its dark side into five socio technical categories. The framework is based on a systematic literature review and highlights that the dark side is predominantly driven by political, legal, and institutional aspects, but it is also influenced by data and technology. Lack of understanding of AI outcomes, biases, and errors, as well as manipulation of intelligent algorithms and cognitive machines are contributing factors. The public sector should create knowledge about AI from an ethical, inclusive, and strategic perspective, involving experts from different areas. Government officials and other decision-makers should be aware of the potential benefits of artificial intelligence, but also of the dark side, and try to avoid those potential negative consequences.
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探索人工智能对政府的负面影响:智能算法和认知机器的阴暗面
本研究通过将人工智能阴暗面的14个主题分为5个社会技术类别,提出了人工智能对政府负面影响的框架。该框架基于系统的文献综述,并强调黑暗面主要由政治、法律和制度方面驱动,但也受到数据和技术的影响。缺乏对人工智能结果、偏见和错误的理解,以及对智能算法和认知机器的操纵,都是造成这种情况的因素。公共部门应该从伦理、包容和战略的角度,让不同领域的专家参与进来,创造有关人工智能的知识。政府官员和其他决策者应该意识到人工智能的潜在好处,但也要意识到它的阴暗面,并努力避免这些潜在的负面后果。
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来源期刊
CiteScore
6.10
自引率
4.30%
发文量
0
期刊介绍: IRAS is an international peer-reviewed journal devoted to academic and professional public administration. Founded in 1927 it is the oldest scholarly public administration journal specifically focused on comparative and international topics. IRAS seeks to shape the future agenda of public administration around the world by encouraging reflection on international comparisons, new techniques and approaches, the dialogue between academics and practitioners, and debates about the future of the field itself.
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