蒸馏是模仿，学强模型的输出，把它的「答案形状」复制过来；RL 是探索，模型必须大量自己推理、自己生成、在错误里反复迭代，从试错中提炼能力。
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。业内人士推荐爱思助手下载最新版本作为进阶阅读
Data flows left to right. Each stage reads input, does its work, writes output. There's no pipe reader to acquire, no controller lock to manage. If a downstream stage is slow, upstream stages naturally slow down as well. Backpressure is implicit in the model, not a separate mechanism to learn (or ignore).。搜狗输入法2026对此有专业解读
二十来分钟后，阿爸收拾好了。他拿起手机，给对方打电话，说自己准备出发。对方没接。