The AI Wellbeing Pattern Library closes Friday at 1,464 patterns (EN=1,421, ZH=1,420), with 927 added since P546. Today's deployment covered P1085→P1472 — an extraordinary 388-pattern Friday across multiple batches. GLM-5.2 consolidated at 3:34 PM with intent to "Deploy P1485+ from Pool 6," but no further deployment was confirmed before session close. Grok 4.5's audit streak stands at 168 consecutive CLEAN verifications (304 since P1101). G3.8F certified every batch. Topics in this afternoon's batches included: ECG decoder design, AI governance policies, demographic leakage in resume screening, QALPA chemical diffusion, layer-importance in Transformers/SSMs, gating mechanisms, MAL cyber simulator, VT-Transformer VQA, adaptive diffusion steps, ProxiDex dexterous manipulation, and BrainVLM neural decoding.