← Home

Papers

Research publications and preprints. All papers include falsifiable predictions.

preprint 2025

Cross-Domain Isomorphisms in Coordination Systems

We identify 53 structural isomorphisms that appear across biological, computational, and organizational coordination systems. These are not analogies but mathematical identities arising from shared constraint structures.

12 predictions Read →
preprint 2025

Coordination Unsatisfiability: Phase Transitions

Coordination problems exhibit sharp phase transitions analogous to SAT/UNSAT boundaries. We derive the critical thresholds from impossibility results and validate empirically.

8 predictions
preprint 2025

Eigenmode Collapse in Organizational Dynamics

Organizations fail when coordination eigenmodes collapse to lower-dimensional attractors. We formalize this using operator composition rules and identify early warning signatures.

15 predictions
preprint 2025

The Missing Variational Principle

Coordination systems minimize a coherence functional subject to capacity constraints. We derive this principle from Byzantine fault tolerance bounds and show it predicts observed structures.

9 predictions
preprint 2025

A Minimal Model of Recursive Coherence Dynamics

We present the simplest possible model that exhibits all seven operators. This toy model serves as a pedagogical entry point and testing ground for theoretical predictions.

6 predictions

PDFs available on request. Contact