Unverified50% confidenceFactExact time
用户输入的每个词都会成为模型的上下文，改变模型接收到的数学输入，进而影响解码阶段的概率分布和输出内容
1
Sources
50%
Confidence
Long-term
Relevance
7/11/2026
First Seen
Sources
AI越骂越聪明？拆解大模型的行为逻辑与提问技巧
redditr/GoogleGeminiAI7/10/2026
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Unverified模型基于前文预测后文，Prompt中任何一个字的变化都会改变后续生成概率，而标点符号的影响权重较小80% similarVerifiedThe essence of large language models is learning the conditional probability distribution of what the next word is given the preceding text76% similarVerifiedA large model is essentially a probability-based text generator that produces content by predicting the next token.72% similarUnverifiedWhen a prompt is entered, the model predicts the most likely next token based on context, rather than truly understanding the semantics.72% similarUnverified为模型设定角色标签会激活对应的语料分布，使输出概率分布向该领域专业表达倾斜，从而提升输出质量72% similar
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