No, not at all: what can be predicted can because it is essentially free from that randomness. The fact that it is easy because the distribution is normal has

No, not at all: what can be predicted can because it is essentially free from that randomness. The fact that it is easy because the distribution is normal has nothing to do with the randomness. Really. You cannot 'predict' randomness in a normal distribution as you cannot in a geometric or uniform.