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A pragmatic approach is to maintain variants of key prompts for different models and establish an evaluation process to quickly verify performance when switching models.
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9/15/2026
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UnverifiedCurrent large model evaluation procedures often provide models with complete questions and conditions, and conduct targeted training on specific question banks, making high scores easy to achieve.76% similarUnverifiedSelf-reflection is achieved by having the model evaluate the quality of its own output and iteratively improve it; the Reflexion framework demonstrates that an agent can learn from failed attempts and adjust its strategy in the next iteration.74% similarUnverified作者认为决定最终优化效果的主要是提示词和使用的大模型型号，提示词越具体Agent执行越到位74% similarUnverifiedPrompt engineering is evolving from general techniques toward model-specific optimization74% similar
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