to be an integral part so if I have this right here and this situation and I have say I have a tension on these for now I can ask the model so I'm given X and I'm given a I can ask the model to infer W and the model should ideally output ha this is square now the model isn't going to output square the model is going to output a vector representation of square right so the model is going to output square but as a vector of numbers because that's how we've trained it W isn't it is the embedding but what we can then do later is we can say okay I'm