Language models have become an essential part of the burgeoning field of artificial intelligence (AI) psychology. In an article published in Nature Human Behaviour, School of Psychology Assistant Professor Anna Ivanova discusses 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.