It’s not particularly confusing, but there are a whole class of paradoxes that rely on the same mechanism – the truth of a statement is being altered by the existence of the statement, because it is self-referential in some way.
I think that the Berry paradox is the first one of these that I ran into, and it’s a little more confusing to most, I think.