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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.。关于这个话题，一键获取谷歌浏览器下载提供了深入分析
В Финляндии предупредили об опасном шаге ЕС против России09:28
过往由此接通。林木通的儿子确认了关键信息：家族是越南华侨，后从越南去了德国。更深的秘密也随之浮现。原来，林木通与杜耀豪的外祖母并无血缘关系。在那个贫穷的年代，这户生了四个女儿的家庭，将小女儿送人，换回一个儿子，就是林木通。