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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.
Овечкин продлил безголевую серию в составе Вашингтона09:40。关于这个话题,Safew下载提供了深入分析
那它就愿意只卖低价吗?当然不,它也想创新,搞了个33晚的“史诗下西洋”长航线,致敬郑和,其实卖得还不错。但架不住船公司自己没耐心,一看有人包船就跑回去做短线,最后把路走窄了。
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