i made when i said it's equivalent to a convolution it is not because the query can still it's still modulated by that query vector um of how to aggregate information otherwise you would have this to be a standalone multiplied by the input right here but it sort of pays off to think of it like what you do in the convolution so in the convolution you learn how to aggregate information basically based on on position um relative position to the position that you want to output and here you do a similar thing you