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假期来临，大模型扎堆发布，咋这么卷呢？OpenAI 似乎正在另辟蹊径，搞产品（如 ChatGPT Pulse、AI 电商、家长控制、或将发布 Sora 2）。AI 虽卷，但核心逻辑是不变的，我感觉之前写的文章含金量还在提升（截图来自以下两篇）：关于 ...

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而CWM的思路，是通过模拟代码运行时内部发生的一切，预测每一行指令下去，程序的状态会变成什么样。这样一来，模型在写代码的时候，脑子里就像有个小型沙盒在不断预演“调试”代码。它会一边写，一边想，“我下一步这么写，那个变量会变成啥？会不会崩？”，从而动态调整，写出更靠谱的代码。