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Under Yao Shunyu's leadership, Tencent's Hunyuan large language model undergoes deep reforms: simplifying hierarchy, focusing on data quality, abandoning benchmark chasing, with a goal of entering the domestic first tier by 2027. The article details the changes Yao Shunyu drove within 300 days after parachuting into Tencent from OpenAI, including replacing key responsible persons, strengthening infrastructure, and promoting model-product co-design.