The speaker considers the current readout method simple and early-stage, and expects substantially better methods to be developed in the future.

“um you know when when we do when we do a backward pass like how do i know you know what what am i reading out also i should say like so this this this sort of method is pretty simple i think that there will be there are much better again there's sort of a tech tree to imagine i think we're also like on the early rungs of this tech tree and there will be much better ways to do this in the future you're some of your viewers might remember an sae like a sparse autoencoder for interpretability um”