When I think about it rationally, the answers are pretty obvious to me. Either he wanted something other than money (winning, fame, etc.), or he was addicted and wanted more money.

I don't have billions of dollars, but if I was put in that position, I could imagine myself doing the same, maybe. (not the fraud part, but continue working)