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2026

DLM 漫谈：并行不是重点，模式才是 —— 从 ARM 到 DLM 的 LLM 第二曲线

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GAGPO：如果把GiGPO拉回PPO+GAE
TRPO深度拆解：为什么做后训练应该读懂TRPO
红豆为什么会滚——从两岁女儿的玩耍说起
COPO：基于认知模式的 Step-Level Agentic RL 优化
LLM 的下一步：从“会答”到“会想”——Planning as Data 与思考范式重构

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