Artificial intelligence is reshaping how people learn and acquire skills, offering tools that can accelerate expertise—but experts warn this rapid advancement could undermine the gradual, foundational process of mastery. While AI enhances capabilities by providing instant support, its over-reliance may hinder deep understanding and long-term skill development. The tension between efficiency and true learning raises questions about whether shortcuts in knowledge acquisition will leave future generations with critical gaps. The debate highlights a fundamental shift in how expertise is cultivated in an AI-driven world.


Acquiring knowledge and expertise is a long process. Today, artificial intelligence (AI) tools can amplify what people are able to do, but this may pose problems for the development of the next ...