Research

The Archetypical Structure investigates the deep organising principles that emerge within complex human systems. Families, historical lineages, organisational teams, and social networks are not stochastic aggregates; they are dynamic, topologically coherent wholes governed by non‑linear interactions and spectral resonances.

Operational notation (Λ, Σ, T, Ψ)
  • Λ (Lambda) – chronological fields (birth dates, founding dates, events)
  • Σ (Sigma) – nominal fields (names, identifiers)
  • T (Tetraktys) – multivectorial reduction (integration of multiple layers of relation)
  • Ψ (Psi) – emergent relational subjectivity (non‑computable properties of individuation)
Hypotheses H1 and H2

H1 – Non‑random spectral clustering
Non‑random spectral clustering in 74 relational systems (~532 individuals). Monte Carlo permutation tests yield p < 10⁻²⁰.

H2 – Contextual coherence
Measurable via critical slowing down indicators (CSD). Transition windows predict ΔΨ with a margin of ±2 years.

Complex systems

The A.S. reveals a measurable, non‑random order underlying human relational dynamics. This order manifests through nodal curvature thresholds (11, 22, 33), transgenerational resonance patterns, and generative links (X) that synchronise members across time and space, even without direct contact. Relational coherence is not a metaphor – it is a statistically robust, empirically detectable, and strictly falsifiable phenomenon.

Isomorphisms with neuroscience
Neuroscience metricA.S. analogueFunctional isomorphism
Glasgow Coma ScaleIEA_p (nodal density)Initial screening of coherence level
Φ (Integrated Information)Ψ (interactive subject)Surplus of meaning emerging from the whole
Perturbational Complexity Index (PCI)H2 (second‑order proof)Response to controlled intervention
EEG microstatesTriads in ΔMomentary formations of high coherence
Falsifiability criteria
  • H1 refutation: In an independent sample (N ≥ 40), ≥50% of systems fail to reject H0 (p > 0.05) under Holm‑Bonferroni correction.
  • H2 refutation: If <60% of critical slowing down peaks precede documented events in a prospective cohort.
  • Spectral domain [1,108] refutation: If reduced values >108 do not converge to spectra compatible with Λ/Σ in cross‑validation.