SGHA: Evidence-Grounded Research Problem Discovery with Local Language Models

Sarvesh Gharat, Junpei Komiyama

Recent efforts toward fully automated AI scientists have demonstrated that language-model agents can generate hypotheses, execute experiments, and draft scientific manuscripts. How…