happen but here it seems like the network is actually recognizing that this is a dog it's recognizing the breed of the dog it's remembering the the similar dogs that has seen before and then it's making and mistake but it's a reasonable mistake that maybe if all the dogs have had their tongues out in the training set maybe that's also true in a test ok and indeed so if we could you know we did a various tests but I will just show you one way to to see what's what's been learned in this representation is to to