01 / Corpus transparency

The Igbo preference corpus, measured live

UUAMNI builds Igbo cultural preference data with verifiable lineage: every proverb traces to a catalogued source, every prompt to a reviewed proverb, every exported pair to named quality thresholds. Every number on this page is computed from the production database at the moment you load it, by the same code that serves our internal dashboards. Nothing here is typed in by hand.

Measuring…