Griffith's theory of fracture explains how brittle materials fail by considering the energy balance between the surface energy created by new crack surfaces and the elastic energy released as a crack propagates. It highlights that the critical stress needed for crack propagation is inversely proportional to the square root of the crack length, emphasizing the role of flaws in material failure.