Inspired by Cognitive Load Theory, we developed logic puzzles with controlling proxies of three types of cognitive load on human working memory when solving problems. CogniLoad generates random logic puzzles very efficiently without requiring any external knowledge or retrieval just assessing inherent brain of reasoning LLMs. 22 SotA reasoning LLMs are evaluated.
See you at ICLR 2026!