After rewriting a piece of code to simulate a process subject to human error I previously stepped back and looked at it and realized the test data I was generating which I would have just let run of it wasn’t so long was subject to a simple distributive property and could be normalized considerably which then could be subjected to error introduction and used as training data at random and over time and error really only being ones of efficiency or last moment mistakes of a manual process