I think you might be able to use concept learning to extract humans’ native ontology (of the type studied in the ontological crisis paper) and values expressed in this ontology. The next step is to make a more rational version of this ontology (e.g. by mapping it to the AI’s ontology), which does not look like a concept learning problem.
Certainly. This is why any use of concept learning gets into ontology identification issues.
Can concept learning help effectively at that level?
I think you might be able to use concept learning to extract humans’ native ontology (of the type studied in the ontological crisis paper) and values expressed in this ontology. The next step is to make a more rational version of this ontology (e.g. by mapping it to the AI’s ontology), which does not look like a concept learning problem.