This lecture covers the concept of distributed computation, focusing on two parties A & B aiming to compute functions in a distant setting. The instructor discusses the exchange of classical messages and the Cleve-Buhrman Model, analyzing the problem and general goals. Various scenarios are explored, such as promised inputs and different components, leading to an in-depth understanding of distributed computation.