Each analysis applies the Sociodynamic Framework to a real institutional system. Free editions on Substack. Full diagnostics for subscribers.
Buyer value funds seller extraction. Both populations show deep capture, but through different mechanisms and diverging trajectories.
How trust erosion transformed a high-functioning welfare state without changing a single statute. A Φ-trajectory analysis from 1985 to 2025.
Not repression alone, but three interacting mechanisms: opacity, resignation, lock-in. The collapse followed the exact sequence the framework predicts.
Google Search users have moderate information access but zero governance channels. The σ-Irrelevance Zone is active: more transparency will not move Φ.
A federated network of autonomous communities at the transition zone. Trust-based persistence, no generative extraction, high value delivery — but lacking the institutional safeguards that would protect the architecture as it grows.