The machine learning interview questions I actually asked as a hiring CTO

Every list of machine learning interview questions gives you the textbook answer to 'what is overfitting.' None of them tell you the follow-up I asked after you gave it, which is where most candidates fell apart. I hired ML engineers. Here are the questions I actually used and, more importantly, what I was really testing with each one.