Discussion
Which limitation applies to shallow associational knowledge?
Answer: B
An association between symptom and cause carries no account of why the association holds, so an unanticipated fault produces either silence or a confident error. A causal model can reason about the novel case from first principles. Storage and speed favour the shallow representation, and authorship is unrelated. This is brittleness stated at the level of representation rather than behaviour. The shared properties explain why these belong to one family, and the differences explain why more than one exists.
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