It occurs to me that one interesting use case would be a measure of the novelty of an argument, based on how likely the argument is to be produced by one of the large language models. If the model is likely to produce that argument, it isn't novel.
“Logical” is probably one of many needed qualities that would need to be included, otherwise I can give you an infinite number of completely novel arguments, using a random number generator. ;)