picture is really very useful to think about the inner workings of what's going on in a in a deep network in particular a deep net is a VQ mer machine right it's computing a vector quantization so was their question yeah we said oh let me just think if I got this right we set all the biases to zero in the whole in the whole network yeah so we'll just still it's still there's no beat there's no box set so it's just gonna remain yeah calling the corners of Collins is just calm that makes sense okay good so let's talk a little bit about some of