Unverified50% confidenceFactExact time
More context does not mean better performance; performance may degrade as context expands.
1
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50%
Confidence
Long-term
Relevance
8/30/2026
First Seen
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Related Claims
UnverifiedIBM points out that more context does not mean better performance, and that performance may degrade as context expands, a phenomenon referred to as Context Rot77% similarUnverified现有的泛化理论大多假设性能随规模平滑变化，无法预测或解释涌现能力这种不连续的跃升70% similarUnverified更长的上下文窗口并未消除注意力稀释效应，反而带来更高的单次调用成本70% similarUnverified优质Prompt在大多数场景下比微调更高效，在数据量不足或需求模糊的阶段贸然做微调往往事倍功半69% similarUnverifiedA larger context window does not automatically lead to better model output results.68% similar
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