# The Audit Trail That Separates Real Agent Infrastructure From Fancy Chatbots - Date: 2026-04-13 - Category: Agentics LOM-action from Yonyou AI Lab hits 93.82% accuracy and 98.74% tool-chain F1 vs frontier models at 24-36% F1 — same accuracy class, completely different operational reality. ---