This lecture covers the concept of sub exponential bounds, exploring the conditions and implications of such bounds. The instructor discusses the relationship between different parameters and the simplicity of verifying sub exponential conditions. The lecture also delves into Bernstein conditions and their significance in understanding sub exponentiality.