arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2004.08377cs.CY
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ECCOLA --一种实现伦理一致的AI系统的方法

ECCOLA -- a Method for Implementing Ethically Aligned AI Systems

Ville Vakkuri, Kai-Kristian Kemell, Pekka Abrahamsson

摘要:

最近的各种人工智能(AI)系统故障,其中一些已经成为全球头条新闻,突出了这些系统中的问题。这些失败导致人们呼吁建立更道德的人工智能系统,以更好地考虑它们对各种利益相关者的影响。然而,将人工智能伦理付诸实践仍然是一个持续的挑战。这样做的高级指导方针已经存在,由政府和私人组织设计,但对开发人员来说缺乏实用性。为了解决这个问题,在本文中,我们提出了一种实现AI伦理的方法。该方法,ECCOLA,已迭代开发使用循环的行动设计研究方法。该方法旨在使高级人工智能伦理原则更加实用,使开发人员能够更容易地在实践中实现它们。

英文摘要:

Various recent Artificial Intelligence (AI) system failures, some of which have made the global headlines, have highlighted issues in these systems. These failures have resulted in calls for more ethical AI systems that better take into account their effects on various stakeholders. However, implementing AI ethics into practice is still an on-going challenge. High-level guidelines for doing so exist, devised by governments and private organizations alike, but lack practicality for developers. To address this issue, in this paper, we present a method for implementing AI ethics. The method, ECCOLA, has been iteratively developed using a cyclical action design research approach. The method aims at making the high-level AI ethics principles more practical, making it possible for developers to more easily implement them in practice.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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