Authentic learning involves real-world tasks that mimic professional practice, such as managing a city or solving a crime. It focuses on complex, sustained projects over days or weeks rather than brief exercises. Characteristics include relevance to the real world, ill-defined problems for students to explore from multiple perspectives, collaboration, reflection, integration across disciplines, and assessment of authentic products rather than single answers.