As many have noted, it's notclear that this Joker is Batman's Joker. There are plenty of reasons to believe he's someone who inspired someone who later became Batman's Joker but not the real deal...
Frankly, I think that's a rationalization by people who don't want to believe that this is
Batman's Joker