In this post, I will share a few of my thoughts on explainability in AI/ML. Motivating Stories These situations ought to explain why explainability in AI is important. When a human is riding a self-driving taxi, and the taxi takes a sudden unexpected detour, you become suspicious and probably scared, wondering if…