Structure Liberates: How Constrained Sensemaking Produces More Novel Research Output

James Mooney, Zae Myung Kim, Young-Jun Lee +1

Scientific discovery is an extended process of ideation -- surveying prior work, forming hypotheses, and refining reasoning -- yet existing LLM research agents treat this phase as…