The super intelligent and wealthy guy, well, he un-blurs it quite quickly but…yeah.
I should rewatch it 
And I must state that I haven’t actually read any comic book of any kind, so I can’t compare the movies to the books. But TDK didn’t get all his fame only from batman comics fans.
