A16荐读 - 风大天寒

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他们手上只有三条线索:杜耀豪外祖父的名字“许桐芝”,外祖母的名字“林秋婵”,外祖母弟弟的名字“林木通”。后两个名字指向同一个地点,澄海区隆都镇鹊巷村。而外祖父的信息则模糊得多,只有名字,没有具体籍贯。在这个千余人的林姓村落旁,散落着四个许姓乡村,寻找如同大海捞针。

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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OR7A10 GPC

A baby boy has become the first child in the UK to be born using a womb transplanted from a dead donor.

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