samuel james willoughby

A Unified Structural Model of Constraint, Stability, and Cross Domain Collapse Behaviour

This paper develops a unified structural model demonstrating how boundary conditions determine system behaviour across physical, conceptual, and hypothetical domains. Using the A–B–C boundary framework, the analysis shows that structured environments eliminate random possibilitie...

THE STRUCTURAL EMERGENCE OF SELF‑AWARENESS

This paper proposes a minimal structural model of consciousness in which awareness develops into self‑awareness through four sequential layers: minimal awareness, embodiment, continuity, and recursive self‑recognition. The model reframes self‑awareness as a cognitive structure ra...