Before the action: benchmarking LLMs on prospective hypothesis discovery

arXiv:2607.15766v1 Announce Type: new Abstract: Large language models (LLMs) excel at answering pre-specified questions, yet their ability to navigate the open-ended, pre-conclusion stage of discovery remains...