Disentangling generalization and memorization in large language models using chess

ArXi:2601.16823v2 Announce Type: replace-cross Large Language Models (LLMs) exhibit remarkable capabilities, yet it remains unclear to what extent these reflect sophisticated recall or genuine reasoning ability. We