There are cautionary tails about everything humans do. Good leadership and the desire to survive can keep some of us around. If we have to stay down there for thousands of generations, well, it won't affect me or anyone I know. We can jump off the evolutionary bridge when we get to it. Ideally our automatons would be geoengineering the planet to make the surface hospitable once again prior to our becoming Trogs.