stored in a hopfield network and i by inputting a query and the dot product being the update rule of the hopfield network i retrieve from the hopfield network i retrieve the appropriate pattern that i ask for okay and then you know the values the values are simply a modification of the keys in this form but a lot of people also do keys and values to be the same thing but this routing of information happens here where you multiply the queries and the keys and then you put a soft max over them okay so if you just look from the perspective