对人工智能的直觉判断,对道德越界的判断

IF 3.2 2区 心理学 Q1 PSYCHOLOGY, SOCIAL
Yuxin Liu, Adam Moore
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引用次数: 0

摘要

自动化决策系统在道德上突出的服务领域变得越来越普遍,带来了道德上重大的后果。在三个预先注册的研究(N = 804)中,我们通过实验调查了人们对人工智能决策的判断是否受到人工智能部署的潜在政治突出背景的信念一致的影响,而不是人们对人工智能可能持有的任何一般态度。参与者阅读了人工智能检测到的统计异常的保守或自由框架的小片段,作为LGBTQ+权利和环境保护背景下潜在的人类偏见的代表,并对人工智能判决采取行动的意愿、对人工智能的信任以及对人工智能程序公平和分配公平的感知做出了回应。我们的研究结果表明,人们的行动意愿、信任和公平判断似乎是对人工智能的普遍积极态度、人工智能部署的道德直觉背景、预先存在的政治道德信仰以及后两者之间的兼容性的函数。这意味着,对人工智能的判断是由信念一致性效应和一般人工智能态度共同塑造的,这表明人工智能在一定程度上具有可塑性和情境依赖性,这挑战了人工智能在道德复杂情况下作为有效调解人的潜在作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intuitive judgements towards artificial intelligence verdicts of moral transgressions

Automated decision-making systems have become increasingly prevalent in morally salient domains of services, introducing ethically significant consequences. In three pre-registered studies (N = 804), we experimentally investigated whether people's judgements of AI decisions are impacted by a belief alignment with the underlying politically salient context of AI deployment over and above any general attitudes towards AI people might hold. Participants read conservative- or liberal-framed vignettes of AI-detected statistical anomalies as a proxy for potential human prejudice in the contexts of LGBTQ+ rights and environmental protection, and responded to willingness to act on the AI verdicts, trust in AI, and perception of procedural fairness and distributive fairness of AI. Our results reveal that people's willingness to act, and judgements of trust and fairness seem to be constructed as a function of general attitudes of positivity towards AI, the moral intuitive context of AI deployment, pre-existing politico-moral beliefs, and a compatibility between the latter two. The implication is that judgements towards AI are shaped by both the belief alignment effect and general AI attitudes, suggesting a level of malleability and context dependency that challenges the potential role of AI serving as an effective mediator in morally complex situations.

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来源期刊
CiteScore
9.50
自引率
7.40%
发文量
85
期刊介绍: The British Journal of Social Psychology publishes work from scholars based in all parts of the world, and manuscripts that present data on a wide range of populations inside and outside the UK. It publishes original papers in all areas of social psychology including: • social cognition • attitudes • group processes • social influence • intergroup relations • self and identity • nonverbal communication • social psychological aspects of personality, affect and emotion • language and discourse Submissions addressing these topics from a variety of approaches and methods, both quantitative and qualitative are welcomed. We publish papers of the following kinds: • empirical papers that address theoretical issues; • theoretical papers, including analyses of existing social psychological theories and presentations of theoretical innovations, extensions, or integrations; • review papers that provide an evaluation of work within a given area of social psychology and that present proposals for further research in that area; • methodological papers concerning issues that are particularly relevant to a wide range of social psychologists; • an invited agenda article as the first article in the first part of every volume. The editorial team aims to handle papers as efficiently as possible. In 2016, papers were triaged within less than a week, and the average turnaround time from receipt of the manuscript to first decision sent back to the authors was 47 days.
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