Oh did someone finally address this:
Human Reasoning and Cognitive Science (2017). Closed World, non-monotonic reasoning, backwards inference, how autistic people have no trouble with non-monotonic reasoning and backwards inference but do have some trouble with exceptions to rules.
Looking good so far.
https://philarchive.org/archive/STEHRA-5