Evidence-Decision-Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents. - Clayton Cohn; Siyuan Guo; Surya Rayala; Hanchen David Wang; Naveeduddin Mohammed; Umesh Timalsina; Shruti Jain; Angela Eeds; Menton M. Deweese; Pamela Osborn Popp; Rebekah Stanton; Shakeera Walker; et al. (AIED (1), 2026)

A Theory-Guided LLM Pedagogical Agent for STEM+C Scaffolding Without Over-Reliance. - Clayton Cohn; Surya Rayala; Siyuan Guo; Hanchen David Wang; Naveeduddin Mohammed; Umesh Timalsina; Shruti Jain; Ryan Li; Angela Eeds; Menton M. Deweese; Pamela Osborn Popp; Rebekah Stanton; et al. (CoRR, 2026)