「汽油……大多數州現在每加侖低於2.3美元，某些地方是每加侖1.99美元」
当我们选择 4K 分辨率时，Nano Banana 2 生成的图片大小会高达 20 MB 一张。
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The legal minimum wage will rise to £12.71 an hour in April 2026. Some employers voluntarily pay a higher rate called the Real Living Wage, which is calculated by the Living Wage Foundation, a charity. The current Real Living Wage is £13.45.
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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.