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

Related Entities

large language modelsconcept

Related Claims

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% similar Verified大语言模型的幻觉问题源于其本质是基于统计概率的序列预测系统，生成的Token基于条件概率最大化而非真正的逻辑推理86% similar

Cite This Claim

Stable URI

https://kongchang.com/claim/679876

API

curl https://kongchang.com/api/v1/knowledge/claims/679876

MCP

get_claim(id=679876)