Hierarchical Reasoning Model [HRM] Explained Simply

The Hierarchical Reasoning Model (HRM) is a novel transformer architecture that leverages recurrent neural networks to achieve exceptional performance in deductive reasoning tasks, surpassing state-of-the-art models. This lesson provides an introduction to HRM and its applications. HRM's ability to perform thousands of thinking steps in a single pass makes it an attractive solution for complex problems.