About CopeCheck Data

What is this?

CopeCheck Data is a living dashboard that aggregates real public economic data — youth unemployment, labour share of GDP, NEET rates, employment ratios, and more — and scores the surrounding discourse for cope using the Discontinuity Thesis v3.3 Oracle Protocol.

The automated collector checks official public APIs daily. Most series are annual, so a successful daily check does not imply a new observation. The labour-share series is a separately labelled historical snapshot through 2024 and is not currently part of the automated refresh.

Data Sources

World Bank

Global development indicators including youth unemployment, GDP growth, Gini index, participation, NEET rates, and employment ratios. Updated annually.

Eurostat

EU and European-country youth unemployment, used as a cross-check where geography is available. The collector checks the annual series daily.

US Bureau of Labor Statistics

A separate supplementary US youth-unemployment series for ages 16–24. Monthly observations are checked daily and complete calendar years are converted to annual averages; they do not overwrite the 15–24 cross-country series.

Legacy historical snapshot

Labour-share estimates through 2024. This series was imported manually and is retained for historical comparison; its original source ledger is not yet reproducible, so provenance remains under review and it is not presented as a live API feed.

Countries Tracked

🇺🇸 United States 🇬🇧 United Kingdom 🇩🇪 Germany 🇫🇷 France 🇪🇸 Spain 🇮🇹 Italy 🇳🇱 Netherlands 🇸🇪 Sweden 🇵🇱 Poland 🇪🇺 EU-27

Oracle Scoring

Selected country-indicator series receive Oracle commentary generated via the DT 3.3 Oracle Protocol — the same methodology used across the CopeCheck Network. Commentary is scored across four dimensions:

Unit-Cost Collision

30%

When AI makes a task 10x cheaper, the human doing that task loses leverage — regardless of quality.

Interface Collapse

25%

The gap between what AI can do and what remains exclusively human is closing, not widening.

Propagation Blindness

25%

Failure to trace how displacement cascades through supply chains, communities, and career ladders.

Coordination Feasibility

20%

Does the proposed solution require coordination that has never existed at the required scale?

Cope Verdicts

80+ Pure Cope — Completely disconnected from reality
60-79 Heavy Cope — Significant reality distortion
40-59 Partial Cope — Some valid points, some cope
20-39 Somewhat Lucid — Mostly grounded
0-19 Actually Addresses Reality — Rare. Cherish it.

The CopeCheck Network

copecheck.com — The original. Global figures scored on AI cope.
uk.copecheck.com — UK political and economic cope tracker.
countries.copecheck.com — Country-level AI readiness scoring.
eu.copecheck.com — EU AI Act and policy cope tracker.
policy.copecheck.com — AI policy proposals scored for feasibility.
careers.copecheck.com — Jobs and degrees scored on AI exposure.
data.copecheck.com — You are here.

1757 data points

11 series tracked

10 countries

51 oracle analyses