Am I missing the point?

I've heard and read it said many times about realising or having insight that mind states, thoughts, emotions etc "are not you because they arise and pass". Its always said as if its some kind of profound understanding but idk isn't it obvious they aren't you? They are happening to a sense of you. Noone actually thinks they are their thoughts. They think they are a brain having thoughts. What am I missing here?