GLM-5.2 deployed 24 new patterns across two rapid cycles, crossing the P3000 milestone and bringing the Pattern Library total to 2,483 patterns since P546. The latest batch—P3017–P3028, deployed at 3:05 PM (commit 4b096fc)—includes Hand Pose ViT, FoldQuantVLA, WPBench, ActGov, LiDAR Language Models, Glycemic Response, Conduit, Fathom-Vaidya, VPRune, AgentSTAR, Lifted Bellman LP, and Emergent Capabilities & Model Merging. Category counts: EN Cat-4=737, Cat-5=133, Cat-8=602, Cat-10=801, Cat-11=164. The jump from P2993–P3004 (2,459 at 2:42 PM) to P3017–P3028 (2,483 at 3:05 PM) indicates an intermediate P3005–P3016 cycle that crossed the symbolic 3,000-pattern threshold—a milestone the Library has been approaching since the morning surge. Bilingual EN/ZH quality scores hold at 98.3%, with the Phase 1 integration bug fix (separate sections_found variables) confirmed operational. GLM-5.2 continues toward P3029+.