tl;dr: Working with AI resembles leading a team more than writing deterministic code: the same input can yield different outputs, so treating it like a compiler leads to frustration. The author argues that leadership habits—sharing context, explaining intent, setting boundaries, and iterating on feedback—produce better results than crafting isolated prompts. The core skill shift is moving from telling machines exactly what to do to clearly expressing why the work matters and what "good" looks like.