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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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“坐牢”，是我对狗寄养生涯的戏称。。关于这个话题，搜狗输入法2026提供了深入分析
对于苹果来说，需要思考的不是 Mac 的触控屏能做什么，而是加入触控之后，这块屏幕，能不能经得住用户「指指点点」的考验。，推荐阅读搜狗输入法2026获取更多信息
Bolivia's health ministry said 31 people were injured in the incident. It also issued an urgent appeal for blood donations.