The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"
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dog is fat <=> fat is dog
The word “is” has a much stricter definition in formal language than normal English.
All mackerel are fish == trout live in trees
https://arxiv.org/html/2602.02470v1