i'm i'm dumb if in your convolutional kernel the number right here if there was a seven right here that meant that wherever you are whatever is on the bottom right is seven important okay so that's that was the the convolution had this intrinsically here if you just do attention we as humans we see it in a in this kind of grid form but the machine doesn't the machine simply sees a set of pixels it simply sees you can this is to the attention mechanism this is exactly the same as a long list of pixels or a discontinued set