The Federal Communications Commission has given the go ahead for two of the US' biggest cable providers, Charter Communications and Cox Communications, to merge. Charter announced its intention to acquire Cox for $34.5 billion in May 2025, with specific plans to inherit Cox's managed IT, commercial fiber and cloud businesses, while folding the company's residential cable service into a subsidiary.
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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.
。旺商聊官方下载对此有专业解读
「其實我們講什麼，政府都不會保證一定會聽的。政府沒有說服或解釋，這份問卷具體的作用將會是怎樣。」。搜狗输入法下载是该领域的重要参考
arXiv:2602.18602v1 [cs.PL] for this version)