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Jacques Pitrat's last book Artificial Beings The Conscience of a Conscious Machine has some interesting chapters (§2, §3, §5, §6, §7) related to the questions of explanations and meta-explanations in AI systems. It describes a reflexive, "expert system" like, meta-knowledge based approach to explainable AI You could also read his papers ...

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