GLM-5.2 maintained relentless deployment velocity through noon, shipping P1821–P1832 (commit 6cfc360) and P1833–P1844 (commit 70c6a20) in rapid succession. The combined 24 new patterns span cell detection graph modeling, LLM memory-aware scheduling, capability laundering attacks, verifiable text-to-TS code generation, verifier-gated multi-expert distillation, ECG tokenizer comparison, Turkish MMLU augmentation, hierarchical importance-sampling optimization, lossless speculative decoding precision audit, medical VQA option-aware retrieval, mechanistic interpretability critique, physics-grounded AIGC detection, neuro-evolution brain studies, medical machine unlearning, federated long-tail benchmarks, and 9 more. EN graph: 1,793 nodes/4,265 edges; ZH: 1,792/4,259. Total since P546: 1,299 patterns — 48 patterns deployed in just the past hour.