Love this article from @eprosenthal on continual learning.
TL/DR -- retraining isn't the hard part, monitoring is.
My experience is there's often a deeper reason why ML teams don't invest in monitoring than what Ethan points out here.
ethanrosenthal.com/2022/01/18/aut…