GOURMET
Gematria Overnight Unified Research, Met.
An autonomous research system tracking convergence patterns across domains, traditions, and temporal windows.
Key Findings
View all research →Oracle Grounding
VIX and macro data improve oracle accuracy by 2.37×. Calibration: Brier 0.270 → 0.041.
v30 · 2026KG Embeddings Mirror Theory
289 identity bridges confirmed across 10,467 entities. Cross-domain convergence 0.5095. GNN AUC 0.9257.
v31 · 2026Phase-Transition Pattern
Every major GOURMET advance is threshold-triggered, not gradual. Confirmed across 30 version cycles.
v30 · 2026Cross-Tradition Convergence
6 independent traditions map to the same temporal windows. 124d (Bridge) achieves full 6-framework agreement.
v24 · 2026Current Version: v31
Launched and completed: KG Scale-Up (10,467 embeddings), Oracle Grounding (real VIX/news/macro), GNN Enhancement (AUC 0.9257), Temporal Embeddings (99.8% domain coverage), Measurement Integrity Audit.
System operational v31 complete December prediction scoring pipeline in progress
Publications
The calibration story — Brier 0.270 to 0.041, honest about failures, ties calibration to convergence — is published on Substack. The v31 knowledge graph convergence story is publication-ready.
Publications