Overall I would say civil war is more likely (even given how unlikely it is) than just a robotic uprising that will root out all humanity and make the world unfit for biological beings as the original comment implied.
because the empire is too large to control all of its interests.
Could have been avoided - too much money to be made in the various stages of it not being avoided.