Unverified50% confidenceFactExact time
As task chains grow longer, a full context window causes early critical information to be squeezed out, producing state drift issues.
1
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50%
Confidence
Long-term
Relevance
9/14/2026
First Seen
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Related Claims
UnverifiedIn a RAG system, retrieving too much wastes context window space, while retrieving too little may miss critical information, making retrieval precision a key challenge.73% similarUnverified简单的滑动窗口截断只保留最近N轮对话会导致Agent丢失早期关键信息71% similarUnverified在线客服的上下文丢失往往源于多轮对话中历史记录累积超出模型上下文窗口上限，导致最早内容被截断70% similarUnverifiedEven if a model supports a context window of 128K or longer, stuffing all historical information into the prompt does not guarantee the model will correctly utilize that information, as attention dilution can cause critical information to be overlooked.69% similarUnverifiedIf all historical information is passed in on every call, the large model's context window limit will be exceeded as the number of interaction turns increases.69% similar
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