Hierarchical Reasoning Model
Experience brain-inspired AI that solves complex reasoning tasks using hierarchical processing
Model Performance
Available Puzzle Types
Sudoku 9×9
Master-level Sudoku solving using constraint propagation and logical deduction. Handles extreme difficulty puzzles with minimal clues.
- Constraint propagation
- Backtracking search
- Real-time visualization
ARC-AGI
Abstraction and Reasoning Corpus puzzles that test pattern recognition and abstract reasoning capabilities.
- Pattern recognition
- Abstract reasoning
- Few-shot learning
Maze Solving
Optimal pathfinding in complex mazes using hierarchical planning and spatial reasoning.
- A* pathfinding
- Spatial reasoning
- Path visualization
HRM Architecture
High-Level Module
Responsible for slow, abstract planning and strategic decision-making. Operates at multiple timescales for complex reasoning.
- Strategic planning
- Abstract reasoning
- Goal decomposition
Low-Level Module
Handles rapid, detailed computations and execution of specific actions. Processes fine-grained operations efficiently.
- Rapid execution
- Detail processing
- Local optimization
Get Started
Choose a puzzle type above to see the Hierarchical Reasoning Model in action. Watch real-time reasoning steps and explore the model's decision-making process.