We study the matrix models which are flat, in the sense that the standard generators of are mapped to rank 1 projections. Our first result is a generalization of the Pauli matrix construction at N=4, using finite groups and 2-cocycles. Our second result is the construction of a universal representation of , inspired from the Sinkhorn algorithm, that we conjecture to be inner faithful.