We reexamine a set of existing procedures aimed at recovering the effective description of the dynamics of LQG in the context of cosmological solutions. In particular, the studies of those methods, to which the choice of cuboidal graphs and graph-preserving Hamiltonian is central, result in the formulation of a set of no-go statements, severely limiting the possibility of recovering a physically consistent effective dynamics this way.1 In LQG, the space of states consists of cylindrical functions supported on graphs. A graph-preserving operator is an operator which preserves the subspace of cylindrical functions supported on each given graph [17]. 2 The most popular convention is: v = 2πG γ √ ∆p 3/2 and b = c ∆/p, where ∆ is the so-called "area-gap" [15].