LLM Research Idea Evaluation

A commentary paper published on arXiv that raises survivorship bias concerns regarding distributed evaluation methods used to assess LLM-generated research ideas. It argues that using published papers as a human baseline introduces systematic sampling bias into comparative evaluations.