Why is it game over though? AI is already used for self-improvement, and will be used more as it becomes more capable, but that won't magically solve all the problems in the world and create omnipotent AI. If there are many people and many AI's they collectively will be stronger than the one most advanced, and cooperation will remain advantageous.