Boson Sampling is a quantum computational model that leverages the behavior of non-interacting bosons, such as photons, to solve certain computational problems more efficiently than classical computers. It serves as a promising intermediate step toward full-scale quantum computing, highlighting quantum supremacy through its ability to perform complex simulations beyond the reach of conventional methods.