Neural Nations

A CAMS Research Platform

GitHub Stars Last Commit Datasets Streamlit

Neural Nations is a research platform built around the Complex Adaptive Model State (CAMS) — a physics-based, scale-invariant framework that treats civilisations as coupled institutional networks. 38 societies, 30,856 records, fully open.

The CAMS Model 8 nodes, 4 metrics, key formulas — the complete framework Public Datasets 38 societies · 30,856 records · free CSV download CAMS in Action Live dashboards, case studies, and interactive tools Advanced Analysis dDIG · Dyad Fields · Phase-Space Attractors — in-browser View Raw Data on GitHub KaliBond/wintermute — scripts, CSVs, validation docs

What's New — April 2026

⚗️ Scale Invariance Experiment Five blinded society datasets — blind inference challenge open. Can an AI recover the structural archetype from numbers alone? 🌿 Thermodynamic Jungle Interactive phase-space explorer — all 38 societies plotted on Cognition vs Stress Buffer with animated year slider. 📜 CAMS Project History Development record from mid-2024 to present — origins, theoretical milestones, corrections, and current status.
Kari McKern
Retired Public Servant | IT Specialist | Geopolitical Analyst
Former ILANET Network Services | Sydney, Australia
Specialising in: Asian affairs, geopolitics, technology policy, and complex systems
[email protected]
"Patrolling the event horizon between the known and the unknown."