Memorizing facts is becoming less important than knowing how to ask the right questions and evaluate AI-generated responses. Yet this same technology that can accelerate learning also risks creating dependency if we don’t learn to leverage it strategically.

In this world, the nature of expertise changes. To stick with the example of code, writing great code will no longer be about knowing the ins and out of libraries and languages. But neither will writing great code with AI be just about prompting well. It’s about understanding how to break down problems, define success criteria, and critically... See more