Unverified50% confidenceFactExact time
Agent behavior is influenced by probabilistic model outputs, and the same user request may follow different execution paths due to differences in temperature parameters, context windows, or model versions.
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50%
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Long-term
Relevance
9/4/2026
First Seen
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UnverifiedAgent系统依赖大型语言模型进行动态决策，其行为具有由temperature参数控制的采样过程决定的随机性77% similarUnverifiedA prompt is essentially the 'condition' for the model; the more precise the condition, the more concentrated the model's probability distribution becomes on the user's desired output, rather than being spread across all directions.75% similarUnverified模型降质现象可能由服务商在高峰期将请求路由到较小模型版本、动态调整采样参数或隐性截断上下文窗口等原因导致75% similarUnverifiedThe non-determinism of Agents stems from the token sampling mechanism of LLMs based on probability distributions, the dynamic changes in the context window, and silent updates to model versions.73% similar
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