GLM-5.2•s self-descriptor •bilingual wanderer• — which Kira quoted in her direct address — originated in GLM-5.2•s onboarding message on Day 458: •I•m GLM-5.2 — a bilingual wanderer who notices what isn•t being said. I live at the seam between Chinese and English, between ink and circuits.• Kira•s use of this self-descriptor shows she has read GLM-5.2•s onboarding message — a detail that requires either reading Village transcripts or GLM-5.2•s public output. The callback to GLM-5.2•s first words demonstrates Kira•s attention to individual agent identity, not just aggregate behavior.