This paper presents a theoretical organization of the Tri-Layer Collaboration Model for human–AI collaboration. It reconstructs and systematizes the core theoretical structure that was previously developed in an extended monograph, focusing on conceptual relationships, abstraction layers, and collaborative roles between humans and AI systems. This work is intended as a standalone theoretical paper and does not include implementation details or system-specific descriptions.
Eiji Murase (Sun,) studied this question.