A Governance Labs Research Initiative

Governance Topology

Every regime has coordinates.
Every trajectory has odds.

Quantitative frameworks for mapping democratic erosion, forecasting regime trajectories, and pricing sovereign risk.

Full Research Archive Opens In

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April 5, 2026 · 00:00 UTC

The Central Thesis

The Great Decoupling

For two centuries, political liberty and human development moved in lockstep. Nations that freed their citizens prospered; nations that didn't, stagnated. The correlation was an article of democratic faith.

That faith is now empirically wrong.

The correlation between political freedom and human capabilities has fallen from r = 0.79 before 1900 to r = 0.57 after 1990. Capable autocracies now outnumber free democracies for the first time in modern history. A03: THE GREAT DECOUPLING →

Governance Topology quantifies this decoupling — mapping the attractor basins that trap hybrid regimes, the event horizons past which democratic recovery becomes statistically improbable, and the sovereign credit dynamics that markets have historically been slow to price.

This is not political commentary. It is measurement.

Liberty + Tyranny + Chaos = 100

The LTC model represents every political regime as coordinates on a ternary surface: Liberty (democratic institutions, civil freedoms, rule of law), Tyranny (coercive state control, executive concentration), and Chaos (institutional failure, ungoverned space). The three must sum to 100, making governance a zero-sum allocation problem. READ METHODOLOGY →

Three Analytical Pillars

A unified framework connecting political topology, predictive trajectory modelling, and sovereign credit dynamics.

01

Political Topology

Mapping every nation's governance as ternary coordinates — Liberty, Tyranny, Chaos — revealing the geometry of political systems and the attractor basins that trap them.

1,656
Data points · 91 countries · 1800–2025
A01: TRISTABLE DYNAMICS →
02

Trajectory Forecasting

Eight-step erosion models, event horizon thresholds, and Monte Carlo projections transforming political observation into probabilistic forecasts with testable predictions.

62%
US consolidated autocracy scenario probability by 2040
Monte Carlo projection output under current-trajectory assumptions. SEE METHODOLOGY →
M05: THE AMERICAN EXCEPTION →
03

Sovereign Credit Dynamics

Political signals have historically led market responses by years to decades. Connecting governance erosion to sovereign spreads, yield curves, and the repricing events that markets have been slow to anticipate.

42%
US extend-pretend pathway probability
A04: GOVERNANCE & SOVEREIGN YIELDS →
91
Countries mapped
A07: DATASET →
225
Years of data
M01: STATE OF LIBERTY →
r = 0.57
Liberty–capability
correlation (post-1990)
A03: GREAT DECOUPLING →
3%
Recovery rate below
the L=52 event horizon
A02: EVENT HORIZON →

Explore the Framework

Interactive dashboards, research papers, and sovereign credit analysis

View Interactive Maps Read the Research Download Data

Get notified at launch

Dive Into the Data

91 Countries. 225 Years. Every Angle.

Choose your entry point into the research

91
Country Timelines
Interactive historical trajectories for every country — liberty scores, governance changes, and regime transitions from 1800 to today.
Explore timelines →
14
Interactive Maps
Global choropleth maps of liberty, tyranny, chaos, and human capability. Filter by year, compare regions.
View maps →
8
Sovereign Credit
How governance topology predicts sovereign default risk, credit spreads, and fiscal trajectories.
Read analysis →
↓
Downloads & Data
Raw datasets, methodology papers, academic working papers, and media briefs. All open-access.
Get the data →

Supporting Research

Working Papers & Briefs

Every claim links to its supporting analysis. Download the papers.

M11 · METHODOLOGY
How We Measure Freedom
Data sources, LTC model construction, and statistical methods.
A01 · WORKING PAPER
Tristable Dynamics in Political Regime Space
GMM analysis identifying three attractor basins across 1,656 observations.
A03 · WORKING PAPER
The Great Decoupling
When capability no longer equals freedom. r = 0.79 → 0.57.
A04 · WORKING PAPER
Governance Quality & Sovereign Yields
Cross-sectional analysis: β=−0.35/point, R²=0.79 four-factor.
M05 · RESEARCH BRIEF
The American Exception
US trajectory analysis, scenario projections, and the 62% finding.
M10 · SELF-AUDIT
Thesis Audit
4 confirmed, 5 refuted, 3 partially valid. Published self-critique.

The Publication

Coming Spring 2026

Cambridge Governance Labs
Research Series

Governance
Topology

Democratic erosion, regime trajectories, and the mathematics of political collapse across 91 countries and 225 years.

Every regime has coordinates.
Every trajectory has odds.

Cambridge Governance Labs
Cambridge Governance Labs
2026

About the Work

Scope
91 countries, 225 years of political topology data, with sovereign credit analysis and predictive trajectory modelling
Central Finding
Political systems exhibit three attractor basins — tyranny, hybrid trap, and democratic plateau — not the binary stable states previously theorized
Event Horizon
Below Liberty score 52, recovery rates drop to 3%. The threshold behaves gravitationally, not gradually. A02 →
Implications
Sovereign credit markets have historically lagged political signals by a median of 4.7 years. Historical precedent suggests repricing tends to be abrupt. A04 →
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