The Era of Hierarchical Reasoning Models

Check out Emergent here: https://emergent.1stcollab.com/aipapersacademy Can AI models learn to reason more like humans? The Hierarchical Reasoning Model (HRM) is a new approach that goes beyond the limits of Transformers and recurrent networks. In this video, we break down the HRM paper, and explain its architecture and how it works. Written Review: https://aipapersacademy.com/hierarchical-reasoning-model/ Paper: https://arxiv.org/abs/2506.21734 GitHub: https://github.com/sapientinc/HRM ___________________ 🔔 Subscribe for more AI paper reviews! 📩 Join the newsletter → https://aipapersacademy.com/newsletter/ 🤝 Become a patron → https://www.patreon.com/AIPapersAcademy 🎥 Edited using VideoScribe - https://tidd.ly/44TZEiX ___________________ Chapters: 0:00 Introduction 2:00 Results 2:51 Sponsor 3:57 HRM Architecture 8:00 Depth Importance