Machine Learning: The High-Interest Credit Card of Technical Debt

Julia Evans will present Machine Learning: The High-Interest Credit Card of Technical Debt. After a number of talks about the wonders of machine learning, it's going to be nice to have a paper about the caveats, particularly the maintainability of such systems in production. I'm sure there will be lively discussion of this one, so bring out your best anecdotes!