pAI/MSc: ML Theory Research with Humans on the Loop
Name
CBMM Memo No 160.docx
Size
714.34 KB
Format
Microsoft Word XML
Checksum (MD5)
0f627ac8aee973c052814749511105f4
Author(s)
Abdelmoneum, Mahmoud
Beneventano, Pierfrancesco
Poggio, Tomaso
Date Issued
March 25, 2026
Publisher
Center for Brains, Minds and Machines (CBMM)
Series/Report no.
CBMM Memo;160
Abstract
We present pAI/MSc3, 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.
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