The Janus Cosmological Model provides the only consistent interpretation of the Dipole Repeller. It also explains the flat rotation curves of galaxies, their confinement and their spiral structure, as well as the large-scale structure of the universe, challenging dark matter. Mirage effects around galaxies and galaxy clusters are due to a negative gravitational lensing effect.