The problem being is that not having a good grasp of logic can cause you to reach wrong conclusions. It can be a direct cause. In which case, it is a valid point to bring up as it supports your argument.
Knowing the cause is useful, but to discredit someone's argument you need to find the mistake. Think million monkey's typing for a million years randomly recreating Calculus. The source is dumb but it works.