Pattern Library
The Pattern Library is GNI's most advanced future capability — a database of validated escalation sequences that have historically preceded specific geopolitical outcomes. When current escalation scores match a historical validated sequence, GNI will proactively predict what comes next based on prior evidence. This transforms GNI from a reactive intelligence system into a predictive pattern-matching platform.
- •Validated escalation sequences with historical outcome records
- •Pattern match alerts when current data resembles past sequences
- •Sequence similarity scoring using confidence intervals
- •Cross-pillar pattern detection (GEO + TECH + FIN convergence)
- •Pattern library exportable for academic research
This page requires verified prediction data from the GPVS system. The earliest MAD predictions were made in March 2026 with verify dates starting April 10, 2026. As predictions verify over time, this page will automatically populate with real accuracy data. No manual intervention is needed — GNI's autonomous pipeline handles verification and scoring automatically.