论文标题
监视AI系统:问题分析,框架和前景
Monitoring AI systems: A Problem Analysis, Framework and Outlook
论文作者
论文摘要
基于知识的系统已用于监视现实世界中的机器和流程。在本文中,我们建议使用基于知识的系统来监视正在运行中的其他AI系统。我们激励并提供对这种新颖环境的问题分析,然后提出了一个框架,该框架允许构建与此环境相关的未来研究。还讨论了进一步研究的几个方向。
Knowledge-based systems have been used to monitor machines and processes in the real world. In this paper we propose the use of knowledge-based systems to monitor other AI systems in operation. We motivate and provide a problem analysis of this novel setting and subsequently propose a framework that allows for structuring future research related to this setting. Several directions for further research are also discussed.