论文标题
自动化司法决策系统反向工程的危险
The Danger of Reverse-Engineering of Automated Judicial Decision-Making Systems
论文作者
论文摘要
在本文中，我们讨论了在可能侵犯人权的情况下将机器学习用于司法决策的含义。我们认为，由于固有的现状偏见和反向工程的危险，应在这些情况下使用此类工具。我们讨论了这些问题已经存在于司法系统中，而无需使用机器学习工具，但是引入它们如何加剧它们。
In this paper we discuss the implications of using machine learning for judicial decision-making in situations where human rights may be infringed. We argue that the use of such tools in these situations should be limited due to inherent status quo bias and dangers of reverse-engineering. We discuss that these issues already exist in the judicial systems without using machine learning tools, but how introducing them might exacerbate them.
