Quantum random sampling is the leading proposal for demonstrating a computational advantage of quantum computers over classical computers. Recently, first large-scale implementations have arguably surpassed boundary what can be simulated on existing hardware. In this article, we comprehensively review theoretical underpinning in terms complexity and verifiability, as well practical aspects its ...