How the Edge of Our Galaxy Defies Known Physics

Are we 100% sure that the laws of physics are the same everywhere? If there not and gravity itself changes in different parts of the universe this could explain a lot, we know that in quantum physics the laws break down, so why could the mass of gravity change along with the changing physics laws in different parts of the universe?