# Si 2025: The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas

> Chenglei Si, Tatsunori Hashimoto, Diyi Yang, 2025. 1 records on Mysteries Department cite it. The inquiry-framework survey cites it as the reason…

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# The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas

Chenglei Si, Tatsunori Hashimoto, Diyi Yang, 2025. _arXiv_.

A follow-up to the 2024 study in which researchers carried out LLM-generated and human research ideas, and the outcomes were compared with how the ideas had been rated beforehand.

**Voynich Manuscript** PreprintChecked against the original0

## What it's used for here

The inquiry-framework survey cites it as the reason candidate hypotheses are ranked only after a cheap test.

## Cited by on this site 1 record

[1 methods surveys]

Frameworks of inquiry

SRC

## Cite it

```
Si, C., Hashimoto, T., & Yang, D. (2025). The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas. arXiv. https://arxiv.org/abs/2506.20803
```

[Read it free at arxiv.org](https://arxiv.org/abs/2506.20803)[PDF stored here · 131 pages](https://mysteriesdept.com/sources/SRC0D8MSYVW3VXJ/the-ideation-execution-gap-execution-outcomes-of-llm/pdf)

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