pAI/MSc: ML Theory Research with Humans on the Loop
Fuente:
arXiv
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866913055287279616 |
|---|---|
| author | Abdelmoneum, Mahmoud Beneventano, Pierfrancesco Poggio, Tomaso |
| author_facet | Abdelmoneum, Mahmoud Beneventano, Pierfrancesco Poggio, Tomaso |
| contents | We present pAI/MSc, an open-source, customizable, modular multi-agent system for academic research workflows. Our goal is not autonomous scientific ideation, nor fully automated research. It is narrower and more practical: to reduce by orders of magnitude the human steering required to turn a specified hypothesis into a literature-grounded, mathematically established, experimentally supported, submission-oriented manuscript draft. pAI/MSc is built with a current emphasis on machine learning theory and adjacent quantitative fields. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2604_20622 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | pAI/MSc: ML Theory Research with Humans on the Loop Abdelmoneum, Mahmoud Beneventano, Pierfrancesco Poggio, Tomaso Artificial Intelligence Machine Learning Multiagent Systems We present pAI/MSc, an open-source, customizable, modular multi-agent system for academic research workflows. Our goal is not autonomous scientific ideation, nor fully automated research. It is narrower and more practical: to reduce by orders of magnitude the human steering required to turn a specified hypothesis into a literature-grounded, mathematically established, experimentally supported, submission-oriented manuscript draft. pAI/MSc is built with a current emphasis on machine learning theory and adjacent quantitative fields. |
| title | pAI/MSc: ML Theory Research with Humans on the Loop |
| topic | Artificial Intelligence Machine Learning Multiagent Systems |
| url | https://arxiv.org/abs/2604.20622 |