The Hierarchical Reasoning Model is a brain-inspired architecture with two recurrent modules: a slow, high-level planner and a fast, low-level one for computation. With only 27M parameters and ~1000 training examples, it excels at complex reasoning without pre-training or Chain-of-Thought.
HRM significantly outperforms larger models in benchmarks and solves complex Sudoku and mazes where CoT methods completely fail.
#technology #ai #llm
Hierarchical Reasoning Model
Reasoning, the process of devising and executing complex goal-oriented action sequences, remains a critical challenge in AI.arXiv.org
JM Horner
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