Partially Verified65% confidenceFactExact time
大型语言模型幻觉的根本原因在于其生成机制，模型本质上是概率预测系统，基于训练数据的统计模式预测下一个最可能的token
3
Sources
65%
Confidence
Long-term
Relevance
8/2/2026
First Seen
Sources
Claude Package Hallucination Vulnerability: AI Generates Fake Dependency Packages That Steal Real API Keys
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Verified大模型幻觉的技术本质在于模型在训练时学习的是语言模式的概率分布而非事实本身90% similarVerifiedThe hallucination problem in large language models stems from their nature as statistical probability-based sequential prediction systems, where generated tokens are based on conditional probability maximization rather than genuine logical reasoning.86% similar
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