Theory Trace Card: Theory-Driven Socio-Cognitive Evaluation of LLMs

Farzan Karimi-Malekabadi, Suhaib Abdurahman, Zhivar Sourati +2

Socio-cognitive benchmarks for large language models (LLMs) often fail to predict real-world behavior, even when models achieve high benchmark scores. Prior work has attributed thi…