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Returning back to the Anthropic compiler attempt: one of the steps that the agent failed was the one that was more strongly related to the idea of memorization of what is in the pretraining set: the assembler. With extensive documentation, I can’t see any way Claude Code (and, even more, GPT5.3-codex, which is in my experience, for complex stuff, more capable) could fail at producing a working assembler, since it is quite a mechanical process. This is, I think, in contradiction with the idea that LLMs are memorizing the whole training set and uncompress what they have seen. LLMs can memorize certain over-represented documents and code, but while they can extract such verbatim parts of the code if prompted to do so, they don’t have a copy of everything they saw during the training set, nor they spontaneously emit copies of already seen code, in their normal operation. We mostly ask LLMs to create work that requires assembling different knowledge they possess, and the result is normally something that uses known techniques and patterns, but that is new code, not constituting a copy of some pre-existing code.。搜狗输入法下载对此有专业解读
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阿宗在同一間工廠工作多年，從未獲得加薪，也不能參加台籍員工能去的員工旅遊與年節尾牙，初來台時，他還曾因工作不熟練被同事警告可能遭遣返。在台灣，若移工表現不佳、不適任工作，雇主可單方面跟移工解約。解約後移工若無法找到新工作，便將被遣返。
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