自动算法决策世界中的伦理——后人类主义视角

IF 5.7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
Dubravka Cecez-Kecmanovic
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引用次数: 0

摘要

技术进步的宏大人文主义项目在令人着迷的智能技术和基于人工智能的自动决策系统(ADMS)中达到了顶峰,这些系统在复杂的社会过程中取代了人类决策者。在人文主义价值观和伦理的基础上,广泛使用ADMS不仅有助于提高效率和效率,而且有助于更客观、无偏见、公平、负责任和合乎道德的决策。然而,越来越多的文献显示出矛盾的结果:ADMS的使用往往歧视某些个人和群体,并产生有害的社会后果。危在旦夕的是在ADMS的形象中重建现实,这威胁着我们的生存和社会。这为本文提供了一个令人信服的动机,本文将探讨a) ADMS声称是合乎道德的基础,b) ADMS是如何设计和实施的,以明确的道德行为为目标,产生对个人和社会有害的后果,以及c) ADMS,或者更广泛地说,自动算法决策是合乎道德的。本文对支持ADMS发展和使用的主流人文主义伦理理论进行了批判,并论证了为什么这些伦理理论不足以理解和应对ADMS的有害后果和新兴的伦理要求。为了回应这样的伦理要求,本文提出了一种后人类主义的关系伦理学(将巴拉德的代理现实主义伦理学与西贡的关系伦理学相扩展),使人们能够对ADMS如何产生有害影响以及为什么决策主体的伦理要求不能得到满足有新的理解。这篇文章还解释了为什么ADMS不是也不可能是道德的,为什么在复杂的社会过程中自动决策的概念是流动的和危险的,威胁着我们的社会和人性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ethics in the world of automated algorithmic decision-making – A Posthumanist perspective
The grand humanist project of technological advancements has culminated in fascinating intelligent technologies and AI-based automated decision-making systems (ADMS) that replace human decision-makers in complex social processes. Widespread use of ADMS, underpinned by humanist values and ethics, it is claimed, not only contributes to more effective and efficient, but also to more objective, non-biased, fair, responsible, and ethical decision-making. Growing literature however shows paradoxical outcomes: ADMS use often discriminates against certain individuals and groups and produces detrimental and harmful social consequences. What is at stake is the reconstruction of reality in the image of ADMS, that threatens our existence and sociality. This presents a compelling motivation for this article which examines a) on what bases are ADMS claimed to be ethical, b) how do ADMS, designed and implemented with the explicit aim to act ethically, produce individually and socially harmful consequences, and c) can ADMS, or more broadly, automated algorithmic decision-making be ethical. This article contributes a critique of dominant humanist ethical theories underpinning the development and use of ADMS and demonstrates why such ethical theories are inadequate in understanding and responding to ADMS' harmful consequences and emerging ethical demands. To respond to such ethical demands, the article contributes a posthumanist relational ethics (that extends Barad's agential realist ethics with Zigon's relational ethics) that enables novel understanding of how ADMS performs harmful effects and why ethical demands of subjects of decision-making cannot be met. The article also explains why ADMS are not and cannot be ethical and why the very concept of automated decision-making in complex social processes is flowed and dangerous, threatening our sociality and humanity.
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来源期刊
CiteScore
11.20
自引率
1.60%
发文量
18
期刊介绍: Advances in information and communication technologies are associated with a wide and increasing range of social consequences, which are experienced by individuals, work groups, organizations, interorganizational networks, and societies at large. Information technologies are implicated in all industries and in public as well as private enterprises. Understanding the relationships between information technologies and social organization is an increasingly important and urgent social and scholarly concern in many disciplinary fields.Information and Organization seeks to publish original scholarly articles on the relationships between information technologies and social organization. It seeks a scholarly understanding that is based on empirical research and relevant theory.
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