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Monitoring AI systems: A Problem Analysis, Framework and Outlook

arXiv 2205.02562 ↗First posted 5 May 2022cs.AIcited by 0

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Abstract (arXiv)

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.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 2 of its 18 references that are in the map. First posted on arXiv 5 May 2022.

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References · 2

  1. 2021Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use casescited by 39
  2. 2018Informative Features for Model Comparisoncited by 9

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