like blurring and and our Erie JPEG in etc etc and then a test time here is an image here is a manipulated image and what we do is we just have a pair go and find a whole bunch of different pairs of images and for every single active tag we could predict a map of if those two images are consistent or not consistent with each other these two patches okay and so we have a kind of consistency map for every single tag like camera or or focal length etc and then we combine them together into an overall consistency heat map and then