Cognitive Foundations for Reasoning and Their Manifestation in LLMs
A shared vocabulary between cognitive science and LLM research is established and a fine-grained evaluation framework is introduced, enabling diagnosis of reasoning failures and principled development of models that reason through robust cognitive mechanisms rather than spurious shortcuts, while providing tools to test...