对于不关注足球的朋友来讲,其实很难理解一支中甲球队主场的入驻对一个区域的利好。只有真正关注足球的人,才懂得。足球,是世界上关注度最高的运动,欧洲的很多城市因足球而享誉世界。例如:米兰以其时尚而闻名,但许多人也因为国际米兰和AC米兰这两支著名足球队而认识这座伟大的城市;很多人去马德里,就是为了在那里看一场皇家马德里足球俱乐部的比赛;既然都到了西班牙了,那就从马德利飞一趟巴塞罗那……中国的足球,虽然距离世界杯还很远,但很多城市依然有着超白金球市。
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controller.enqueue(processChunk(chunk));
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.