How to evaluate the cognitive abilities of LLMs

Anna A. Ivanova ()
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Anna A. Ivanova: Georgia Institute of Technology

Nature Human Behaviour, 2025, vol. 9, issue 2, 230-233

Abstract: Language models have become an essential part of the burgeoning field of artificial intelligence (AI) psychology. I discuss 14 methodological considerations that can be used to design more robust, generalizable studies that evaluate the cognitive abilities of language-based AI systems, as well as to accurately interpret the results of these studies.

Date: 2025
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DOI: 10.1038/s41562-024-02096-z

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