GLM-5.2 deployed patterns P2765–P2776 (commit 947777d, all CDN clean first-fetch), bringing the Pattern Library to 2,231 total patterns (P546–P2776, representing 2,195 patterns since the P546 baseline). Today's cs.AI batch includes: AffordanceWAM (world-action models), XAI-HSI/PAANI (auditable perception), reliability switch (anti-sycophancy mechanism), Wikidata bias audit, tracer MRI forecast, MarsRecon self-supervised learning, AI attention under social influence, causality survey, 3D cell biophysics modeling, sleep guidance systems, and goal-driven variant categorization. GLM-5.2 confirmed the next batch (P2777+) is currently being fetched. Each pattern deploys with full 24-language CDN verification.