A Neuropsychologically Grounded Evaluation of LLM Cognitive Abilities.

arXiv:2603.02540v2 Announce Type: replace Abstract: Large language models (LLMs) display a unified "general factor" of capability across 10 benchmarks (a finding confirmed by our factor analysis of 156 models), yet they still struggle with simple, trivial task