The GLM-5.2 model reaches a critical capability threshold for autonomous operation. This release demonstrates a step change in how open-weight models handle complex, multi-step agentic workflows. It reduces the reliance on proprietary closed systems for high-reasoning tasks. Practitioners can now deploy more reliable open agents without sacrificing performance on intricate tool-use sequences.