Your comparison missed the actual interesting part about the billion dollar fraud.
People who commit fraud at that scale are not a dime a dozen.
People who commit fraud on this scale are simply those who start at this scale. Not always the super wealthy but often the super wealthy and sometimes those with social ties to the super wealthy.
They usually steal the weed and shrooms out of your backpack because you weren't using them at the moment.