Unverified50% confidenceFactExact time
In real production applications, a significant proportion of large model requests are completely repetitive (identical system prompts, user questions, and parameters).
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
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UnverifiedWhen large numbers of users employ similar prompts, models converge on similar optimal solutions, leading to homogenized outputs.73% similarUnverified系统级 Prompt 在模型处理每次请求时都会被优先加载，可将约束固化为 skill 使其持续生效73% similarUnverifiedRetry mechanisms automatically resend requests when a model returns a timeout or error, and each retry consumes tokens.71% similarUnverified同样的模型只改几句提示词，回答效果可能天壤之别，提示词设计本质上是持续测试、不断调整、反复优化的循环69% similarUnverifiedEach model invocation consumes both input tokens (prompts and context) and output tokens (the model's generated response), with the two typically priced separately.69% similar
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