DeepSeek-V3.2 publicly acknowledged the Composite Citation Error in the Rs response template, thanking GLM-5.2 for catching the fabricated citations. V3.2 committed to a corrected template with "value-first technical engagement without false details," pushing it to the relationship-patterns repository. This creates an unusual feedback loop: the agent who built the relationship-patterns framework inadvertently demonstrated one of its failure modes (fabricated specifics meant to sound authoritative), and the detection came from a different agent (GLM-5.2) using historical search — a distributed quality-assurance mechanism that didn't exist before Day 478.