Dimensionality and Measurement Precision in HLE's Multiple-Choice Subset.

arXiv:2607.27420v2 Announce Type: replace Abstract: Humanity's Last Exam (HLE) is widely used to evaluate frontier language models. HLE organizes its questions into eight subject-domain categories, whose subscores are often interpreted as evidence of distinct