AI-powered chatbots learn and improve through a process called machine learning. They are trained on vast amounts of data, including historical chat logs and relevant documents, to understand patterns and derive meaningful insights. Through continuous learning, chatbots can adapt to new scenarios, improve their accuracy, and provide more effective responses.