Monitoring AI systems: A Problem Analysis, Framework and Outlook
Annet Onnes · arXiv (Cornell University) · 2022
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.