Pure logic can only be applied to definite facts and valid inferences that can be drawn from them - Mobyseven is definitely The Man for that end of things. It applies in science, mathematics, any situations where propositions can have an absolute truth-factor.
What we're mostly faced with in life (let alone the courtroom or politics), is not nearly so clear-cut, of course. Evidence is rarely absolute, it has to be judged.
Even in Real LifeTM (even the courtroom or politics), most propositions will have absolute truth-values. The defendant is guilty or not guilty, the proposed economic plan will be good for the economy or not good for the economy. There are two issues present in real life scenarios, of course.
The first is that sometimes the criteria for 'true' or 'false' can be debated - in the economic plan example, some might say the plan is 'good' so long as it prevents a recession or depression, others might argue that for it to be 'good' it should stimulate growth and usher in a new golden age. Once criteria have been decided, however, the proposition will have a definite truth-value.
The second issue is that even though a proposition has a definite truth value, we may not know what that truth value is. In the case of the economic plan that is because the statement is future-dependant: We will know in x years time whether or not this plan was good, but we necessarily cannot know now. It still has a definite truth-value, but we cannot know it at the present time. In the courtroom example it may be because we just don't have enough evidence to obtain the truth - the evidence may point to the defendant as being guilty when further evidence would reveal the truth to be otherwise, and vice-versa.
My point was that ad hominem is always a fallacious argument, but that in some situations an argument that superficially appears to be ad hominem is actually nothing of the sort. I'm not saying that things are clear cut or that evidence should speak for itself - on the contrary I'm pointing out a method by which we can sort the wheat from the chaff to better obtain the true answer.
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