Dissecting Hierarchical Reasoning Models: A Mechanistic Study

Researchers have published a mechanistic study analyzing how Hierarchical Reasoning Model performs on logic-based tasks including Sudoku, Maze, and ARC-AGI-2. The paper details how this transformer-based architecture encodes information and executes reasoning processes during problem-solving.