this is what we are seeing here so like like going back to the black shoe exam like when you map from a black shoe to his H pattern like it would give you like seem a plot seemingly plausible H patterns and then as some high-frequency noise to it that they know that this is coming from a black shoes and then you can look at the rough shape of that pattern and then it also reached the high frequency noise that's encoded in there to say oh this should be black and that's how it manages to still do the cycle consistency right so I