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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.
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8️⃣ 计数排序 (Counting Sort)
В России запасов нефти хватит на 62 года, однако из этого не следует, что за эти десятилетия она закончится. Об этом заявил вице-премьер России Александр Новак. Его процитировало ТАСС.
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学校违反有关法律法规规定，明知发生严重的学生欺凌或者明知发生其他侵害未成年学生的犯罪，不按规定报告或者处置的，责令改正，对其直接负责的主管人员和其他直接责任人员，建议有关部门依法予以处分。。搜狗输入法下载是该领域的重要参考
第十三条 精神病人、智力残疾人在不能辨认或者不能控制自己行为的时候违反治安管理的，不予处罚，但是应当责令其监护人加强看护管理和治疗。间歇性的精神病人在精神正常的时候违反治安管理的，应当给予处罚。尚未完全丧失辨认或者控制自己行为能力的精神病人、智力残疾人违反治安管理的，应当给予处罚，但是可以从轻或者减轻处罚。