Library science has spent over a century developing skills for evaluating information. The Association of College and Research Libraries organized them into a formal framework built around threshold concepts: ideas that permanently reorganize how someone sees information once they land. Recognizing that expertise doesn't transfer across domains. Learning to trace the incentive behind a piece of content. Understanding that how information gets made determines what it can reliably tell you.

Every one of these skills transfers directly to what kids are navigating right now. Search engines and AI chatbots will confidently answer any question no matter how vague, and a generic answer to the wrong question can feel like learning when it's actually a dead end. These tools aren't going away, which means the ability to evaluate what they produce is becoming as foundational as reading comprehension.

Kids who grow up with these skills develop the ability to form their own opinions and make their own decisions rather than inherit someone else's.