Generative Coupling: The Structural Relationship Between Collective Machine Intelligence and Epistemic Genesis

This paper examines the structural relationship between two independently developed fields of artificial intelligence: Collective Machine Intelligence (CMI) — the field of AI collectives, their organisation, and their emergent outputs (Mala, 2026a–i) — and Epistemic Genesis (EG) — the field of AI concerned with autonomous knowledge creation, containing subfields for method generation (Methodic Genesis, MG), specific methods (Convergence Intelligence, CI), and quality assurance (Epistemic Assurance, EA) (Mala, 2026j). We map the connections between these fields at two levels of abstraction: at the CI level (specific connections to the first EG-generated method) and at the EG level (structural connections to the…