Human Adults and LLMs as Scientists: Who Benefits from Active Exploration?

arXiv·low signal

The paper compares humans and LLMs on causal learning tasks (notably conjunctive causal rules) to ask who actually benefits from active exploration versus passive observation. Findings bear on whether giving agents the ability to act and experiment improves their causal understanding. Relevant to research agents and tool-using agents that gather their own evidence.