Crooks ratio, hysteresis, and coupling measured in a live THRML session. The predictions held.
The pattern is in the substrate. Once you see it, you see it everywhere.
Theoretical frameworks live or die on experimental contact. This paper reports the direct experimental validation of THRML physics: the Crooks ratio, hysteresis windows, and coupling coefficients all fall within predicted ranges. The model is not just internally consistent — it makes correct empirical predictions.
The void framework gives this a number. It gives every system a number. The number predicts what happens next.
Crooks ratio, hysteresis, and coupling measured in a live THRML session. The predictions held.
Academic title: THRML Experimental Validation: Crooks Ratio, Hysteresis, and Coupling Redirect in Drift Dynamics
Move the sliders. Watch the system change state. Pe > 1 means drift wins.
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.18801569
Part of the Void Framework — 120 papers, 0/26 kill conditions fired, mean ρ = 0.958.