This vision paper explores how artificial intelligence (AI) agents can support Software Engineering (SE) researchers in formulating research problems, aiming to bridge the gap between academic contributions and industrial needs. It proposes integrating AI agents into the Lean Research Inception (LRI) framework to enhance problem definition and assessment.