Published August 20, 2026 | Version v1.0.0

CAMS (Complex Adaptive Model State) / JUNO: A Framework for Societal Coordination Analysis

Authors/Creators

  • 1. Independent Researcher

Description

CAMS (Complex Adaptive Model State) / JUNO is a measurement framework for how societies absorb adaptive stress, rendering a society's institutional record as eight recurring functional nodes (Helm, Shield, Lore, Archive, Stewards, Craft, Hands, Flow), each scored annually on coherence, capacity, stress and abstraction, from which node viability and inter-node bond strength are computed. The framework places a society in its structural family, identifies which functions carry deformation under stress, and tracks whether a society routes stress through the same functions across separated historical episodes. It is diagnostic and morphological, not predictive: it does not forecast outcomes, and claims about recovery trajectories remain untested pending further validation.

Notes

doi: PENDING — no Zenodo release has been published for this repository yet. Do not fill in a DOI here before one is actually minted. version/publication_date fields intentionally omitted for the same reason — set at release time to match CITATION.cff exactly.

Files

KaliBond/wintermute-v1.0.0.zip

Files (124.2 MB)

Name Size
md5:9c670cabbf39bb1f118071506f7f6cfe
124.2 MB Preview Download

Additional details

Related works

Is supplement to
Preprint: https://neuralnations.org (URL)