but you almost can't see it and you see that the bold on the left is always the prediction of their model while the thing on the right is the prediction of the original model so this model they claim is significantly more robust to these kinds of perturbations and they do an analysis of this where they show yes in fact it is [Music] so i think we've already seen this at the beginning that the noisy student is significantly uh more robust to these perturbations and they also test this to adversarial perturbations