It appears he's psychologically unable to back down. He must double down on every stupid idea, a problem more strongman dictators seem to have. Maybe he believes he cannot lose and will ultimately win if he perseveres. Or maybe he thinks he can't afford to lose because it would ruin his image and lose his power.