The problem is how classical logical statements work. The statement "If A then B" more properly translates as "~(A and ~B)".

Thus, we get valid logical statements that look bizarre to humans: "If Paris is the capital of France, then Rome is the capital of Italy" seems untrue in a causal sense (if we changed the capital of France, we would not change the capital of Italy, and vice versa) but it is true in a logical sense, because A is true, B is true, true and ~true is false, and ~false is true.

That example seems just silly, but the problem is the reverse example is disastrous. Notice that, because of the "and," if A is false then it doesn't matter what B is: false and X is false, ~false is true. If I choose the premise "Marseilles is the capital of France," then any B works. "If Marseilles is the capital of France, then I will receive infinite utility" is a true relationship under classical logic, but is clearly not a causal relationship: changing the capital will not grant me infinite utility, and as soon as the capital changes, the logical truth of the sentence will change.

If you have a reasoner that makes decisions, they need to use causal logic, not classical logic, or they'll get tripped up by the word "implication."