product high then of the up to date of two of these histograms of course they'll look the same right because these are ultimately vectors these are three-dimensional vectors let's call them two-dimensional vectors right so here is class one here is class two if you you know make the inner product small or high they will agree on their predictions but I I disagree that this encourages anything to be one hot like in and if you have two vectors that are both zero one times zero one the inner product is going to be one and if you