The Eusocial Civilization Hypothesis Collective Intelligence, Knowledge Harvesting, and the Post-Automation Transition

Contemporary economic research has documented a systemic failure mode in AI-driven labor markets: a Prisoner’s Dilemma structure compels individual firms to automate regardless of aggregate demand consequences, producing the Red Queen Effect — accelerating automation that erodes the very consumer base it depends upon. Standard policy interventions (Universal Basic Income, retraining, profit redistribution, worker ownership) fail to alter the underlying incentive matrix. This paper advances the Eusocial Civilization Hypothesis (ECH): the proposition that sustainable development under advanced artificial intelligence is achievable only through a civilizational transition toward eusocial organizational logic — analogous to colony-structured superorganisms such as Apis mellifera (honeybee). In eusocial systems, the primary economic objective is not individual consumption but collective knowledge harvesting, storage, and compounding. Under the ECH, Universal Basic Income is reframed not as a demand-maintenance mechanism but as a forager subsidy that preserves the cognitive diversity necessary for sustained knowledge production. The paper formalizes this framework through a Honey-Knowledge Production Function (HKPF): H(t) = α·F(t)·N(t) − β·C(t) + γ·K(t−1), derives the conditions under which the Prisoner’s Dilemma payoff matrix transforms, and presents a computational simulation demonstrating that the compounding coefficient γ drives exponential civilizational divergence across a 50-year horizon. Simulation results show eusocial regimes achieving knowledge stocks 107 times greater than individualist regimes at t=50, with the critical divergence threshold emerging at approximately year 15. Historical precedents — the Islamic Waqf system, Bell Labs, and the open-source software ecosystem — are analyzed as partial eusocial transitions. The hypothesis generates testable predictions distinguishing eusocial-transitioning from extraction-locked societies.

Keywords: Eusocial Economics, Red Queen Effect, AI Automation, Prisoner’s Dilemma, Knowledge Harvesting, Civilizational Transition, Collective Intelligence, HKPF, Honey-Knowledge Production Function, Post-Scarcity Economics