The theory of Geometric Unity is an incomplete, often misunderstood, and controversial new candidate as Theory of everything, that has been proposed by Eric Weinstein. This paper starts with some pointers to conventional reviews of the Geometric Unity theory. Then, we add our own considerations, that indicate that some of the main inconsistencies like anomalous fiber bundle, and complexification of the group used for the bundle and connections, may be addressable with approaches, and arguments, encountered in the multi-fold theory, including anomaly smearing by gravity, via chirality flips, and spacetime orientation flips, fractal discrete spacetime, and multi-fold space time matter induction and scattering.Yet the assumptions of supersymmetry, and high dimensions present in Geometric Unity probably doom the physicality of the Geometric Unity model, just as we have shown it to be the case for most supersymmetry-based GUTs and TOEs. The arguments can apply to GU over our real universe, especially if it was multi-fold, but to be multi-fold is not necessarily a requirement.