Unverified50% confidenceFactExact time
To date, no method exists that can completely eliminate hallucinations in large language models.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/3/2026
First Seen
Valid until: 12/2/2026
Sources
Related Entities
Related Claims
Unverified即使经过RLHF对齐，大语言模型的幻觉问题仍无法根本消除76% similarUnverifiedRAG cannot completely solve the hallucination problem of large language models, but can only alleviate hallucinations.75% similarVerifiedLarge language models are essentially stateless and have no native cross-session memory mechanism, which is rooted in the Transformer architecture itself.70% similarUnverifiedCurrent large language models lack real-world perception interfaces and causal reasoning capabilities, and are essentially doing pattern matching rather than intent understanding70% similarUnverifiedLarge language models are fundamentally probabilistic and cannot guarantee 100% output correctness.69% similar
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