I dont think we need the singularity for machines to take over. The systems that run society are bigger than any of us and nobody can hold every single one of them in their head. If some emergent property or bug cropped up, most people would keep doing what the computer says, because theyre a small fish and we do what the system tells us. Whos the master now?