Verified65% confidenceFactExact time
大语言模型本质上是一个基于概率的文本预测系统，其核心机制是「下一个词预测」（Next Token Prediction），并不真正理解语义
3
Sources
65%
Confidence
Long-term
Relevance
7/10/2026
First Seen
Sources
提示词工程入门：从认知到落地的完整指南
bilibili大模型全栈开发7/3/2026
Related Claims
VerifiedLarge language models are essentially probability prediction systems based on the Transformer architecture, generating text by predicting the next most likely word.82% similarUnverifiedThe core mechanism of large model inference is probability-based Next Token Prediction, generating complete output word by word.81% similarVerified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token81% similar
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