InquiTree: Evaluating AI Agents in the Scientific Inquiry Loop with Paper-Derived Research Trees

Shaoyang Cui

While LLM-based agents are increasingly used in scientific workflows, it remains unclear whether they are truly qualified for the dynamic and uncertain process of discovery. Existi…