Interview story: during an ML case study interview, a friend felt that the discussion stayed too high level and he couldn't show off his deeper technical skills. So, when offered to ask questions at the end, he went for technical questions about the company's ML methods and steered the conversation toward the low-level technical knowledge he wanted to showcase. The interview went over by like 30 minutes. He thinks that's the reason he passed, not the main case study.