A senseless argument. Could be resolved by a simple solution, but the person(s) involved may be too ignorant to realize the valid point, and continues on with the argument.
An interjection used to express disbelief and confusion, often on an extreme scale. It is most fun said out loud. A question mark following after may convey additional surprise.