Unverified50% confidenceFactExact time
As execution progresses, the context and state maintained by the agent gets truncated or diluted due to context window limitations, causing the value of critical information to decay.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn multi-step tasks, an Agent loses context, which is fundamentally a state management problem, because information relies on the context window's memory, and key information is easily buried or truncated as the number of conversation turns increases.79% similarUnverifiedContext window limitations exacerbate AI hallucination problems, as models lose their anchor when key project constraints are truncated beyond the window.75% similarVerifiedIrrelevant information occupying context space (context pollution) can significantly degrade the model's performance on core tasks.73% similarUnverified若持续清除工具输出，Agent需要重新检索已拥有的信息，导致更多工具调用，既费token又更慢且记忆召回更差72% similar
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