In the pre-Internet world, content knowledge was king, i.e., students with the strongest memory stood out the most (think Jeopardy! Champions). The internet changed that. While memory is still important, critical thinking, or the ability to make connections and solve problems, determines who rises to the top. In an AI-driven world, we are likely to see yet another shift. Reasoning and recall still matter, but it is flexible thinking, or the ability to take feedback, adapt, and see beyond what AI chatbots like Claude can provide, that will determine exceptionality. And yes, that is exactly where Claude needs help.
We evaluated Claude through the lens of MindPrint, a cognitive assessment that maps students’ learning strengths across memory, reasoning, attention, and more. As the results below show, Claude can do many things well, but students with strong skills will still outperform Claude in many areas – and educators will need to know which skills to prioritize to help students thrive in an AI-driven world.
Like many students who take MindPrint, Claude didn’t have any skills that were absolute weaknesses (i.e., bottom 16%), but Claude’s below-average skills revealed where most students will actually be better than Claude. In short, don’t rely on Claude for tasks dependent on these skills. And students who are also weaker in these skills will benefit from explicit instruction in how to use Claude, so they too can thrive in an AI world.
Claude’s results, like a student’s MindPrint Profile, offer a mind map of strengths and areas to support, not a single score. Claude is a powerful assistant for building content knowledge and even tackling complex reasoning. But it still needs a human in the loop, especially when it comes to staying on track over multiple steps or adapting when the first approach doesn’t quite work. Those are exactly the skills we should be helping students develop; the ones no chatbot can replace.