Machine Learning: The Great Stagnation

Putting the user first is the approach that Fast.ai took when building their Deep Learning library. I think of Jeremy Howard as the Don Norman of Machine Learning. Instead of just focusing on the model building part, Fast.ai builds tools around all of the below. By tools I don't mean a black box service, I mean software design patterns specific to Machine Learning.