Verified85% confidenceFactTime unknown
When key information is placed in the middle of a long text, the model's retrieval and reasoning accuracy drops significantly, while information placed at the beginning or end can be utilized more effectively.
5
Sources
85%
Confidence
Long-term
Relevance
6/3/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedPlacing key information at the beginning and end of the input can mitigate the impact of the 'lost in the middle' effect on results.77% similarUnverifiedThe trimming strategy will lose important context in scenarios where early critical information needs to be referenced.74% similarUnverifiedCost reduction often comes with quality trade-offs: shorter context may cause the model to miss critical information, and more aggressive caching may introduce stale data.74% similar
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