Neural Nations
One representation for every society, including our own.
The starting claim is that a human society belongs to the broad family of bonded, surplus-dependent adaptive systems. A nation is not literally an enlarged chimpanzee troop, yet beneath the institutional differences lies an older problem. Any social unit must coordinate action, manage conflict, distribute resources, preserve knowledge and respond to threat. The comparison does not reduce civilisation to zoology; it identifies the functional domain from which civilisation emerged. Its meta-animal is functional, not racial; diagnostic, not normative. A score is a state, not a grade. A trajectory is a history, not a destiny.
Independent research, not formally peer-reviewed. Every dataset, formula, and scoring protocol is published openly — scrutiny is not a challenge to this project, it is the point.
Why "Neural Nations"?
The name is technically misleading. Nations are only one scale at which this coordination anatomy appears. The same patterns show up in empires, civilisations, corporations, and organised collectives of any kind. "Neural Nations" is a misnomer — but it's poetically useful. It suggests something deeper than politics: the nervous system of organised human life.
A Note on Method
CAMS compares societies through eight functions of human coordination. It tests whether representing those functions consistently reveals patterns obscured by separate national narratives. Whether its eight functions, scoring procedures and derived measures recover useful structure must be established through reproducibility, independent evidence, comparison with alternative models and prospective tests. No society receives an exemption from comparison; no part of the instrument receives an exemption from revision.
Interim Findings (October 2026)
Our thesis: organisational pathologies are recurring topologies of stress through the eight functions, and they recur across scales, in homes, firms and nations alike. On the rebuilt JUNO v3 dataset (42 societies, 41,914 scored rows), with thresholds frozen before counting, four signatures concentrate in their named windows far beyond chance: Archive Amnesia (p = 0.0001), Helm Isolation (p = 0.004), Shield Inversion (p = 0.006) and Helm Incompetence (p = 0.022). Twelve of eighteen named windows hold, among them Archive Amnesia in Argentina, Chile, Cambodia, Greece and Hong Kong, Helm Incompetence in the UK 2016–19, and Helm Isolation in Venezuela from 1998. Late Abstraction Collapse precedes big falls 62 times against 38.6 expected by chance.
Next we test whether the same rules travel: Boeing, Theranos and WorldCom, with matched control firms, scored on the eight functions and run through the frozen national rules unchanged. Read the thesis and the signature pack.
Where to Start
What's New — September 2026
Kari McKern — researcher, former public servant, IT specialist, and geopolitical analyst based in Sydney. CAMS began as a question about modern geopolitics and became a framework for civilisational dynamics. The data are open. The model is documented. The work continues.
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"Patrolling the event horizon between the known and the unknown."