Fat jokes to me are always, always hilarious, as long as they're done towards yourself.
When you are younger, you pretend to believe, but you are proving it to everyone and to yourself. The change comes when you know you're funny on the inside. Then you don't have to prove it to anybody else anymore. That's when you become different and that's when you evolved onto a completely different level, because you know who you are.