左起为郭媛媛、马丽红、余胜泉。受访者供图
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.
。关于这个话题，新收录的资料提供了深入分析
极昼的太阳悬在海面上，整夜不落。峡湾之间的海风很大，水面反射着白色的光。她握着船舵，带游客出海看峡湾、钓鱼，有时也追逐极光。
Ранее президент США Дональд Трамп обвинил Иран в ударе по школе для девочек в Минабе. Глава Пентагона Пит Хегсет подтвердил слова американского лидера, добавив, что Иран является «единственной стороной, которая нацелена на гражданское население».
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