DATA / RESEARCH
Global Systems Assessment
Global Systems Assessment is an open data and research system built around a simple discipline: every score comes from public data and a fixed, deterministic formula. A reproducible pipeline produces a public country atlas, and the methodology, validation programs, and known limitations are published alongside the scores. Claims are tied to evidence, and failed tests stay public instead of being quietly removed. It is a research instrument for comparing structural capacity, not a political prediction system.
What It Demonstrates
A reproducible data pipeline behind a public country atlas
Deterministic scoring from public data and a fixed formula
Validation programs with claims tied to evidence and explicit limitations
Failed tests retained publicly as part of the research record