Unverified50% confidenceCautionExact time
If the knowledge base itself is chaotic, outdated, or mutually contradictory, the retrieved context will mislead the model, and output quality will instead decline.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
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Related Claims
UnverifiedThe root cause of poor knowledge base performance typically lies in unreasonable document chunking strategies, inappropriate vector model selection, or insufficient retrieval recall quantity, rather than issues with the model itself.79% similarUnverifiedWhen agents are in a shared environment of erroneous information, correlated behavior becomes a systemic liability, with errors amplified rather than self-corrected78% similarUnverifiedWhen two contradictory documents are retrieved simultaneously from the knowledge base, the model may synthesize an inaccurate answer or reach opposite conclusions across different sessions.76% similarUnverified低质量的知识库会导致幻觉式引用，即模型看似使用知识库内容实则引用了错误或无关片段75% similar
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