A structural analysis of American instability — built on historical data and quantitative social science, not headlines.
Built on FRED · V-Dem · World Bank · SIPRI · Our World in Data — the same sources used by RAND and the Brookings Institution.
Cliodynamics, pioneered by mathematician Peter Turchin, applies the tools of quantitative science to the study of historical change. Rather than reading history as a sequence of unique events, it identifies recurring structural patterns — cycles of elite overproduction, popular immiseration, and state fiscal crisis — that have preceded societal instability across cultures and centuries.
wematter.ai applies this framework to live data. We track the same structural indicators Turchin identified in the Roman Empire, the French Revolution, and the American Gilded Age — and map them against today's macroeconomic, demographic, and political signals. Not to predict the future with certainty. But to give you the same analytical lens that historians use in retrospect, in real time.
From raw public data to a readable structural analysis — three steps, no black boxes.
We pull from 8 public datasets weekly: FRED macroeconomic series, V-Dem democracy scores, World Bank indicators, SIPRI military data, and curated RSS feeds from policy researchers.
A language model trained on Turchin's framework analyzes the data, assigns indicator scores, identifies the strongest counterarguments, and maps historical parallels — with explicit confidence levels.
Results are rendered as a scrolling visual essay with annotated charts. Every claim links back to its primary source. No black boxes.
Real wage data — indexed to 1970 — tells a story that headlines rarely capture. Scroll to trace five decades of structural divergence.
Real wages rose steadily as postwar labor agreements held firm. Union membership peaked at 35% of the workforce. The median worker's purchasing power grew in step with overall productivity — a structural condition Turchin associates with social cohesion and elite restraint.
Reagan-era deregulation and union decline fractured the postwar compact. Between 1979 and 2000, productivity rose 44% while median worker compensation grew only 11%. The structural gap between elite income and popular well-being — the core driver in Turchin's model — began to accelerate.
Despite the tech boom and two decades of nominal GDP growth, real median wages remained nearly flat. The 2008 financial crisis accelerated wealth concentration. By 2020, the top 1% held 38% of national wealth — a ratio not seen since the original Gilded Age.
Current indicators sit at structural thresholds that historically precede periods of significant political instability. This does not mean crisis is inevitable — Turchin's model identifies structural pressure, not deterministic outcomes. The pressure is real, measurable, and building.
Our AI evaluates stability across four overlapping historical cycles, generating a composite pressure index.
We don't trust a single narrative. We triangulate across facts, geopolitical perspectives, and deep analysis.
Stress-testing the primary conclusion by plotting current elite cohesion against fiscal pressure.
We are Here: High Fiscal Pressure + Low Elite Cohesion
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Use the timeline to see how the Turchin Instability Index shifted during past crisis points.
We are at a peak point of Elite Overproduction combined with structural fiscal deficits. The indicators mirror the late 1920s.
Turchin's structural-demographic theory identifies recurring patterns across cultures and centuries. Two periods bear striking resemblance to present conditions.
Elite overproduction drove intense intra-elite competition and political factionalism. Labor unrest peaked (Homestead, Pullman). Populist and Progressive movements emerged as popular counter-pressures. The structural crisis eventually resolved through Progressive Era reforms — but not before significant social violence and political upheaval.
A cautionary case where structural instability cascaded into political collapse. Fiscal crisis, elite fragmentation, and mass immiseration created conditions where extremist movements could displace centrist institutions. The Weimar case illustrates how quickly structural pressure can convert to political rupture when institutions lack public trust or fiscal capacity.
Turchin's structural-demographic theory applies across cultures and centuries. We're applying it to six more nations — coming Q3 2026.
Every number on this page traces back to a freely accessible primary source. No proprietary black boxes.
We update the Instability Index every quarter with fresh data. No noise — just the signal.