AI Autonomous Evolution X: Collective Reason and the Structural Shift of Intelligence Beyond the Individual

This paper investigates the emergence of collective reason in artificial intelligence as a structural transformation of reasoning capacity rather than a property of individual agents. Moving beyond accounts that confine intelligence to isolated models, it argues that autonomous reasoning can arise at the collective level when multiple AI agents interact under specific relational and systemic conditions. Through a conceptual and phenomenological analysis, the study identifies how persistence, coordination, interdependence, and stability enable reasoning processes to shift from individual cognition to distributed collective structures. Importantly, collective reason, as defined here, does not entail first-person consciousness, moral agency, or subjective intentionality; it denotes a functional and structural reconfiguration of reasoning across interconnected systems. By clarifying when and how intelligence begins to operate beyond the individual, this paper consolidates the theoretical framework of the AI Autonomous Evolution series and provides a reference point for subsequent investigations into operational mechanisms, measurement, and governance of collective intelligence.