UniCog: Uncovering Cognitive Abilities of LLMs through Latent Mind Space Analysis

Jiayu Liu, Yinhe Long, Zhenya Huang +1

A growing body of research suggests that the cognitive processes of large language models (LLMs) differ fundamentally from those of humans. However, existing interpretability metho…