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Principles of Explanation in Human-AI Systems
XAI systems are frequently algorithm-focused; starting and ending with an algorithm that implements a basic untested idea about explainability.
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
Explaining AI as an Exploratory Process: The Peircean Abduction Model
It might be worthwhile to pursue this, to develop intelligent systems that allow for the observation and analysis of abductive reasoning and the assessment of abductive reasoning as a learnable skill.
