AI RESEARCH
HypoSpace: Evaluating LLM Creativity as Set-Valued Hypothesis Generators under Underdetermination
arXiv CS.CL
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ArXi:2510.15614v2 Announce Type: replace As language models are increasingly used in scientific workflows, evaluating their ability to propose sets of explanations-not just a single correct answer-becomes critical. Many scientific problems are underdetermined: multiple, mechanistically distinct hypotheses are consistent with the same observations. We