You’ve likely seen many blog posts about AI agent coding/vibecoding where the author talks about all the wonderful things agents can now do supported by vague anecdata, how agents will lead to the atrophy of programming skills, how agents impugn the sovereignty of the human soul, etc etc. This is NOT one of those posts. You’ve been warned.
Мерц резко сменил риторику во время встречи в Китае09:25。搜狗输入法2026对此有专业解读
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.。91视频对此有专业解读
Nicole (right) queued with friends to see London-based artist Raye at Co-op Live