Does quizzing LLM improve performance?

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When asking LLMs to complete long tasks, such as reading lengthy documents or performing multi-step tasks, does incorporating small quizzes between prompts improve performance?

LLM behavior

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If you are inspired by this idea, you can reach out to the authors for collaboration or cite it:

@misc{lu-does-quizzing-llm-2025,
  author = {Lu, Lawrence},
  title = {Does quizzing LLM improve performance?},
  year = {2025},
  url = {https://hypogenic.ai/ideahub/idea/FkU7ZXOiom08PUK8kBR8}
}

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