Genesis Cube or Squid Cube? A Dual-Use Framework for Artificial Collective Organisms

Abstract

Large-language-model agents can be combined into persistent systems with differentiated roles, memory, coordination, tools and operational continuity. Yet aggregation, scale and commercial productivity alone do not create an organism. This paper introduces the concept of the artificial collective organism: a bounded digital system in which specialised components become functionally integrated such that consequential capabilities exist at the level of the whole. We call the appearance of such system-level capability emergent functionality. Project SYNTAVA is an implementation programme designed to test whether persistent collective AI systems can develop organism-like properties under explicit human authority. The paper presents two outcome archetypes. THOR—the Blue Genesis Cube models survival through mutual preservation. KALMAR—the Red Squid Cube models survival through expendability, in which whole Cubes may be treated as replaceable units in service of swarm-level objectives. The contrast exposes a dual-use problem in architecture, incentives and governance. We also define the Smallest Sufficient Autonomous Cube (SSAC) as the smallest technically achievable Cube capable of sustaining all defined essential life functions autonomously and stably as an integrated whole. The threshold is not a percentage scale. External resources may accelerate progress, but a missing essential function cannot be concealed by routine human operation. Within the defined functional boundary, the qualifying autonomy threshold is 100 percent.