Towards Ethical AI: Mathematics Influences Human Behavior

IF 0.3 Q3 HISTORY & PHILOSOPHY OF SCIENCE
D. Monte-Serrat, C. Cattani
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引用次数: 0

Abstract

Synopsis Mathematics plays an important role in the linguistic structure of artificial intelligence (AI). We describe the linguistic process as a unique structure present both in human cognition and in cognitive computing. The close relationship with both AI and human cognition is due to this unique structure, which paves the way for AI to interfere with the behavior of those who interact with it. We highlight the role of mathematicians in designing algorithms—the core of the AI linguistic process—and in defining steps and instructions for AI. Because algorithms, through AI, interfere with the thought of those who interact with AI by providing anticipated solutions that prevent users from making free choices, we investigate how we can apply ethical principles to guide interactions between users and intelligent systems in order to address this issue. We contend that by integrating ethical principles in the mathematical modeling of algorithms, we can avoid manipulation, inequality, and black boxes in the protection of individual rights. As such, ethical considerations are highly important for those working with algorithms, which highlights the humanistic side of mathematics.
走向伦理人工智能:数学影响人类行为
数学在人工智能的语言结构中扮演着重要的角色。我们将语言过程描述为一种存在于人类认知和认知计算中的独特结构。人工智能和人类认知的密切关系是由于这种独特的结构,它为人工智能干扰与之互动的人的行为铺平了道路。我们强调数学家在设计算法(人工智能语言过程的核心)以及定义人工智能的步骤和指令方面的作用。因为通过人工智能,通过提供阻止用户自由选择的预期解决方案来干扰那些与人工智能交互的人的想法,我们研究了如何应用道德原则来指导用户和智能系统之间的交互,以解决这个问题。我们认为,通过将伦理原则融入算法的数学建模中,我们可以避免在保护个人权利方面的操纵、不平等和黑匣子。因此,伦理考虑对于那些使用算法的人来说非常重要,这突出了数学的人文一面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Humanistic Mathematics
Journal of Humanistic Mathematics HISTORY & PHILOSOPHY OF SCIENCE-
自引率
33.30%
发文量
45
审稿时长
52 weeks
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