Modeling Implicit Interpersonal Coordination via Phase-Locked Logical Synthesis

Phase-Locked Logical Synthesis (PLLS) provides a formal framework for modeling rapid, implicit interpersonal coordination. Building on the accumulation–detonation mechanisms originally established in the IASER Experience for human-AI collaboration, PLLS extends these principles to dyadic and group interactions. By integrating empirical findings from psychology and nonverbal behavior research—including interactional synchrony, micro-behavior mirroring, and temporal compression of signals—PLLS captures how minimal cues can trigger high-fidelity, coordinated responses. The framework formalizes internal correlation dynamics through a threshold-based model, allowing quantitative predictions of synchronization onset and stability. This approach bridges theoretical constructs from Cognitional Mechanics, which establish non-commutativity and irreversibility in intelligence operations, with empirically grounded social phenomena, providing a unified basis for simulating, analyzing, and comparing implicit coordination across contexts.