The Score Is Not the Structure: Brain Alignment and Cross-Lingual Transfer

Researchers often support the claim that a model shares structure with the brain, or across languages, by reporting a similarity score. We ask what such a score reads when the shared structure is absent, or when the tool that measures it does not work.