The lecture focuses on principles of interaction design that enhance usability, emphasizing learnability, flexibility, and robustness. Key concepts include predictability, synthesizability, and consistency for learnability, along with dialogue initiative and customizability for flexibility, and observability and recoverability for robustness. It also discusses the distinction between principles, guidelines, and standards in design, highlighting their authority and generality.