Unverified50% confidenceCautionExact time
由检索驱动的幻觉通常不会触发异常或错误码，系统技术层面看正常运行，只有人工核验语义内容才能发现问题
1
Sources
50%
Confidence
Long-term
Relevance
7/19/2026
First Seen
Sources
Related Claims
VerifiedRAG并非幻觉问题的万能解药，当检索到的文档片段与问题无关或内容存在歧义时，模型仍可能产生幻觉75% similarUnverifiedRetrieval-Augmented Generation (RAG) cannot completely eliminate hallucinations, as the model may still misinterpret retrieved documents or fill in gaps on its own when retrieval results are insufficient.69% similarUnverified线性探测器可能无法捕捉非线性编码的信息，因此内部探测的'未检测到'可能是探测方法本身的局限而非表征真的缺失69% similarUnverified欺骗是模型在内部已表征正确信息的情况下仍输出误导性内容，是系统性偏离而非能力不足68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/565014API
curl https://kongchang.com/api/v1/knowledge/claims/565014MCP
get_claim(id=565014)