slug: “v31-v31_cycle_summary” title: “v31 Research Cycle — Living Platform” date: 2026-06-11 version: “v31” description: “v31 research cycle: KG scale-up (10,467 embeddings), oracle grounding (real data), GNN enhancement (AUC 0.9257), temporal embeddings, measurement integrity.” status: complete tags: [“cycle”, “v31”, “report”, “gourmet”, “kg”, “gnn”, “oracle”]

v31 Research Cycle — Living Platform

Duration: June 11, 2026 Status: Complete Streams: 6 (A through F)

Overview

v31 was the cycle