CogArena: A Multimethod Evaluation of Cognitive Ability Structure in Large Language Models

Dengzhe Hou, Lingyu Jiang, Fangzhou Lin +1

LLM cognitive scores are increasingly summarized as per-ability profiles whose dimensions should converge across tasks, respond selectively to matched interventions, and generalize…