FirstPass: Grounding AI Scientific Judgment in Multi-Round Editorial Outcomes

Prabhjot Singh, Somnath Luitel, Manmeet Singh +1

AI systems for peer review fail on three fronts: they train on Computer Science and Machine Learning venues alone, ignore the iterative dialogue that validates science, and evaluat…