最令人不安的常见论调是：我提议（或实际完成）的移植针对的是“缺乏现实意义”的陈旧架构。
Умер раскрывший систему прослушки в Белом доме помощник Никсона02:50。搜狗输入法对此有专业解读
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Автолюбители выдвинулись на ледовую поверхность в районе населенного пункта Большое Голоустное. Часть машин смогла преодолеть ледовый участок, но получила повреждения. Остальные транспортные средства полностью ушли под лед.。关于这个话题，有道翻译提供了深入分析
Counterintuitively, the more context that an agent has, the worse the response quality becomes, since it becomes more difficult for the LLM to parse the signal from the noise. Note, this is not a problem that can be solved by simply increasing the size of a context window; that actually can make it worse. The larger the context, the worse the dilution of key instructions or context becomes, leading the model’s attention mechanism to spread its “focus” across more tokens. To combat this problem, Agents are now relying more heavily on some form of external state management (often called Memory), which is a continuously curated context that can be injected into the generation process as needed.