当这一技术被运用在新闻领域，责任随之变得模糊。在此之前，信息编辑与事实核查，本是媒体机构应当承担的专业责任。但在AI时代，即便判断失误，AI也不会被追责，平台也往往可以将其归因于技术问题或信息参考。但公众对新闻的信任度，则可能在这一过程被加速损耗。
You cannot catch shingles. It is an extremely painful condition that some people who have had chickenpox develop later in life.
。91视频对此有专业解读
Наталия Белова (Корреспондент отдела оперативной информации)
В 2021 году Нидерланды приобретали российское сырье по 57,9 евро за баррель. За четыре года действия санкций ее стоимость выросла до 64,1 евро. Таким образом, упущенная выгода с 2022 по 2024-й превысила 52,5 миллиарда евро. В 2025-м она составила 4,1 миллиарда.
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.