Hierarchical Reasoning Models

• Paper: https://arxiv.org/abs/2506.21734
• Code: https://github.com/sapientinc/HRM

A brain-inspired recurrent architecture with two interdependent modules operating at different timescales (one for slow abstract planning and one for rapid detailed computation) that performs complex reasoning. Just 27M parameters.