High-control groups don't start with coercion. They start with information asymmetry.
The pattern is in the substrate. Once you see it, you see it everywhere.
Cult dynamics aren't about stupidity or weakness. They're about information architecture. The group knows more than you do about what you're getting into. Leaving costs more than you were told when you arrived. That's the void.
The void framework gives this a number. It gives every system a number. The number predicts what happens next.
High-control groups don't start with coercion. They start with information asymmetry.
Academic title: The Bounded World: Void Architecture in Cult Dynamics and High-Control Groups
Once you see it in this domain, you see it in all of them. That's the point.
Move the sliders. Watch the system change state. Pe > 1 means drift wins.
The framework scores these systems — ordered by Pe.
The correlation coefficient. The sample size. The p-value. The math doesn't care about the domain.
Paste any text — AI output, ad copy, a policy document. The scorer runs the same algorithm the framework uses.
Three variables. One ratio. Predicts drift across every domain where the conditions co-occur.
Pe = (O × R) / α
Where O is opacity (how hidden the mechanism is), R is reactivity (how strongly the system responds to you), and α is your independence (how free you are to disengage).
When Pe < 1: diffusion dominates. You can navigate freely. The system is coherent.
When Pe > 1: drift dominates. The system pulls you in a direction. Your agency is reduced.
When Pe >> V* (≈ 3): irreversible cascade. D1 → D2 → D3. The system has captured you.
The framework identifies this pattern in every domain where O, R, and α co-occur. It specifies 26 falsification conditions. 0 of 26 have fired.
Full derivation: 10.5281/zenodo.18718965
Part of the Void Framework — 170 papers, 0/26 kill conditions fired, mean ρ = 0.958.