“There’s this whole area of explainability, interpretability, where people want to understand how stuff works,” said Church. “With the older methods, you can actually get an answer to what’s going on. The latest, greatest stuff is kind of like magic. It works a lot better than the older stuff. But when it goes, it’s really bad.”
Source: wiktionary