Appeal to wishful thinking is concluding that something is true or false because you want it to be, not because evidence supports it. It fails because reality is indifferent to your hopes — wanting an outcome does nothing to change the facts that determine it. The correct approach is to set aside the preferred conclusion and judge the claim only on the evidence, even when the evidence is unwelcome.