Cognitive Foundations for Reasoning and Their Manifestation in LLMs

Priyanka Kargupta, Shuyue Stella Li, Haocheng Wang +9

Large language models (LLMs) solve complex problems yet fail on simpler variants, suggesting they achieve correct outputs through mechanisms fundamentally different from human reas…