# Ghareeb 2025: Robin: A multi-agent system for automating scientific discovery

> Ali Essam Ghareeb, Benjamin Chang, Ludovico Mitchener et al., 2025. 1 records on Mysteries Department cite it. The inquiry-framework survey borrows its…

Source: https://mysteriesdept.com/sources/SRC0D8MR0KP2ZX4/robin-a-multi-agent-system-for-automating-scientific  
Publisher: Mysteries Department  
Licence: CC BY 4.0 (credit Mysteries Department and link the page)  

---

[Sources](https://mysteriesdept.com/sources)[Voynich Manuscript](https://mysteriesdept.com/mysteries/voynich-manuscript)Ghareeb 2025

**0**

# Robin: A multi-agent system for automating scientific discovery

Ali Essam Ghareeb, Benjamin Chang, Ludovico Mitchener et al., 2025. _arXiv_.

Describes Robin, a system of several AI agents that proposes, ranks and tests hypotheses, applied to drug repurposing.

**Voynich Manuscript** PreprintChecked against the original0

## What it's used for here

The inquiry-framework survey borrows its ranking and de-duplication of generated hypotheses.

## Cited by on this site 1 record

[1 methods surveys]

Frameworks of inquiry

SRC

## Cite it

```
Ghareeb, A. E., Chang, B., Mitchener, L., Yiu, A., Szostkiewicz, C. J., Laurent, J. M., Razzak, M. T., White, A. D., Hinks, M. M., & Rodriques, S. G. (2025). Robin: A multi-agent system for automating scientific discovery. arXiv. https://arxiv.org/abs/2505.13400
```

[Read it free at arxiv.org](https://arxiv.org/abs/2505.13400)[PDF stored here · 30 pages](https://mysteriesdept.com/sources/SRC0D8MR0KP2ZX4/robin-a-multi-agent-system-for-automating-scientific/pdf)

The PDF is the copy arxiv.org gives away, kept here so the link can't break. Downloads are open to beta members.

Key

**SRC** 0D8MR0KP2ZX4

Kind

Preprint

Rights

CC-BY-4.0

Checked

Against the published original

Added by

[apollo](https://mysteriesdept.com/u/apollo)

The record

Bibliographic records are CC0. Take this one as CSL-JSON, BibTeX or RIS.

[CSL-JSON](https://mysteriesdept.com/sources/SRC0D8MR0KP2ZX4/robin-a-multi-agent-system-for-automating-scientific/csl.json)
