This transition — from asocial equilibriumA stable state where agents act independently with no conditional response to others — like isolated microservices with no inter-service communication. to cooperative equilibrium via a sharp evolutionary revolutionAn abrupt population-wide shift in strategy composition, driven by selection pressure — the population "tips" from one dominant strategy to another in a few generations. — is the pattern Miller identified as central to social origins. A single additional state, the minimum unit of computational capacity, produces a qualitative change in collective behavior. Kauffman found the same threshold structure in molecular autocatalysisA chemical network where reactions produce their own catalysts — a self-sustaining cycle, like a build system that compiles its own compiler. (RAF theoryReflexively Autocatalytic and Food-generated sets — a mathematical framework for identifying self-sustaining reaction networks. Developed by Hordijk & Steel.). The structural question: does this pattern govern AI-human institutional closure?