Prompt Repetition Improves Non-Reasoning LLMs(arxiv.org)
arxiv.org
Prompt Repetition Improves Non-Reasoning LLMs
https://arxiv.org/abs/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."