The human study of cosmology has produced a series of cosmological models which everyone believes, in their own time are completely correct. The presence of any anomaly with respect to the predictions of that cosmological model are generally ignored or arbitrarily retrofitted in a way so as to preserve the phenomena.This was the essence of the argument made by Plato in his assignments to his students: “By the assumption of what uniform and ordered motions can the apparent motions of the planets be accounted for” From this charge the epicycle was invented in order to preserve the geocentric cosmology and to account for the observed anomalous (e.g. retrograde) motion of Mars. The crucial scientific and physical question we explore in this talk is whether or not our current cosmology also contains epicycles in the sense that the mysterious elements of Dark Matter (DM) and Dark Energy (DE) are necessary retrofits to explain the observations and yet we know absolutely nothing about the physical nature of either of these entities. How then is this cosmology any different than the Aristotelian truth of Crystalline spheres and perfect circular motions? This talk will detail the evolution of our Cosmological making and the various kinds of scientific and cultural truths that emerge from this endeavor.