AI fluency is easier to recognize than to define. This framework breaks it into four dimensions that follow the lifecycle of any AI-assisted task: understanding AI before you start, working with AI as you delegate, evaluating AI once it produces something, and owning AI risk across the whole process.

Each dimension unpacks into sub-skills you can observe and develop: matching the right tool to the task, sizing the stakes, spotting irreversible decisions, checking facts and substance, and taking ownership of the outcome. In this video, you'll learn the full framework and how the pieces fit together.