Singularization Framework: Structural Compression, Resonance Collapse, and Adaptive Capacity in Complex Systems This paper introduces the Singularization Framework, a conceptual model proposing that collapse in complex adaptive systems is driven primarily by endogenous structural compression and the progressive...

If collapse in complex systems is not primarily caused by external shocks but by structural compression and the loss of adaptive resonance, then most current risk models may be looking in the wrong place.

#SingularizationFramework

#CTRI

doi.org/10.5281/zeno... 🖖

The Singularization Framework: Structural Diagnostics of Complex Adaptive Systems The Singularization Framework: Structural Diagnostics of Complex Adaptive Systems Dieses Preprint stellt das Singularization Framework vor — ein strukturell-diagnostisches Modell zur Analyse komplexer...

New preprint on Zenodo:

The #SingularizationFramework …

Structural Diagnostics of Complex Adaptive Systems.

It introduces the Compression–Resonance–Tension Index #CRTI to detect how structural compression gradually reduces behavioral diversity before systemic collapse. doi.org/10.5281/zeno... 🖖

The Singularization of Complex Adaptive Systems: A Structural Diagnostic Framework for Systemic Fragility This preprint introduces the Singularization Framework, a diagnostic model for identifying structural fragility in complex adaptive systems (CAS). The framework formalizes the process by which adaptiv...

ComplexSystems rarely collapse because of chaos alone …

they often fail because optimization erodes adaptive variety needed to respond to change.

New preprint introduces the #SingularizationFramework #CRTI as a structural early-warning diagnostic for systemic fragility. doi.org/10.5281/zeno... 🖖