错误、强大和沉默:当高自主性和高权威性的自动化系统行为不端时会发生什么?

IF 2.2 Q3 ENGINEERING, INDUSTRIAL
Sidney W. A. Dekker, David D. Woods
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引用次数: 0

摘要

70 多年来,人们一直在警示 "字面意义上的自动化"--一种无法辨别其世界模型是否与实际世界相符的系统--所带来的风险。这种风险是,系统会做 "正确 "的事--根据其世界模型,它的行为是适当的,但实际上它处于另一个世界--产生意料之外/意料之外的行为和潜在的有害影响。随着我们部署越来越多的自主系统并将更大的权力下放给这些系统的能力不断增强,这种风险--错误的、强大的和无声的自动化--在今天变得越来越大。在不同的环境中,这种风险已经引发了各种事件、重要服务的中断、经济损失和致命事故。本文通过研究围绕错误、强大和无声自动化发生的两起致命航空事故,来探讨这种普遍的失控风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wrong, Strong, and Silent: What Happens when Automated Systems With High Autonomy and High Authority Misbehave?
Warnings about the risks of literal-minded automation—a system that can’t tell if its model of the world is the world it is actually in—have been sounded for over 70 years. The risk is that a system will do the “right” thing—its actions are appropriate given its model of the world, but it is actually in a different world—producing unexpected/unintended behavior and potentially harmful effects. This risk—wrong, strong, and silent automation—looms larger today as our ability to deploy increasingly autonomous systems and delegate greater authority to such systems expands. It already produces incidents, outages of valued services, financial losses, and fatal accidents across different settings. This paper explores this general and out-of-control risk by examining a pair of fatal aviation accidents which revolved around wrong, strong and silent automation.
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CiteScore
4.60
自引率
10.00%
发文量
21
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