Looking from far far away at the examples it seems networks are still trained towards a local optimum and are easily tripped. Basically the equivalent of a card

Looking from far far away at the examples it seems networks are still trained towards a local optimum and are easily tripped. Basically the equivalent of a card trick failing horribly the moment audience enters the stage.