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AIMarkTechPost · 21h ago

Z.ai Ships GLM-5.3 Without Retraining the Base Model: Better at Complex Coding and Long-Horizon Tasks

GLM-5.3 reuses the unchanged 743B base model from GLM-5.2 while achieving gains through scaled post-training alone. Terminal-Bench improved from 4.6 to 28.3 and DeepSWE increased from 46.2 to 66.9 through expanded task environments and longer training.

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Chinese AI startup Z.ai released GLM-5.3, which demonstrates improved long-horizon coding and advanced cybersecurity capabilities through scaled post-training rather than new pretraining. The model reportedly identified a potentially serious vulnerability in Cursor, an AI coding startup acquired by SpaceX, with API access and open weights coming approximately two weeks after launch once safety evaluation completes.

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