Paper ID: 2205.02562

Monitoring AI systems: A Problem Analysis, Framework and Outlook

Annet Onnes

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.

Submitted: May 5, 2022