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Copy file name to clipboardExpand all lines: app/docs/CommunityShare/Amazing-AI-Tools/prompt-repetition-improves-non-reasoning-llms.md
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docId: l6eepr5ctjgrhdgupy3twr1t
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<https://arxiv.org/pdf/2512.14982>
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<https://arxiv.org/pdf/2512.14982>
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When not using reasoning, repeating the input prompt improves performance for popular models (Gemini, GPT, Claude, and Deepseek) without increasing the number of generated tokens or latency.
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