Trump family’s media group weighs plans to spin off Truth Social

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Pokémon UnitedThe popular Pokémon United game is seeing new character additions as part of the 30th anniversary of Pokémon.

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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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陆逸轩:录音时,我的状态始终是尽可能录好每一条。但在录完后,进行取舍时,当然会意识到有些版本更好,有些相对弱一些,最后会把最理想的部分组合在一起。这本身是一种个人判断,我会自己作这个决定,而不会交由别人来替我判断哪一个版本更好。