Exactly, I wanted to find out whether there is some research regarding these embeddings. I really think that by efficient pruning/organization of these "memories" its possible to generate quite advanced memory. Things like embedding consistency then becomes a big player - how much does length affect the embedding, what is the optimal information content vs string size...