Pointing out a classic fallacy is hardly a quibble, and certainly not a question of semantics.
On the other hand, yes, it's quite true that all arguments appear in a specific context. I think we must live in quite different political contexts, though, because I don't see anything in the article that implies a decline in educational standards.