there's huge distribution shift effects in medic with all of the radiology there's a deep learning for radiology huge things where you're basically overfitting to the machine that took the image so that's dangerous if that's a life-and-death situation we already know that Tesla cars kill people what's amazing about Tesla cars two people have died driving under trucks with their autopilot on in Florida and what's nice about that is that machine learning generalization you should never make the same twice I showed you your corner case and