{
  "id": "2506.21734",
  "title": "Hierarchical Reasoning Model",
  "authors": "Guan Wang, Jin Li, Yuhao Sun, Xing Chen, Changling Liu, Yue Wu, Meng Lu, Sen Song, Yasin Abbasi Yadkori",
  "first_public": "2025-06-26",
  "venue": "arXiv",
  "arxiv": "2506.21734",
  "paper_url": "https://arxiv.org/abs/2506.21734",
  "code_url": "https://github.com/sapientinc/HRM",
  "lens": [
    "recurrent"
  ],
  "representation": [
    "hidden-state"
  ],
  "computation": [
    "recurrent",
    "hierarchical"
  ],
  "training": [
    "supervised"
  ],
  "questions": [
    "capability",
    "architecture"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "symbolic",
    "vision"
  ],
  "summary": "Uses coupled recurrent modules operating at different timescales to perform iterative internal computation on difficult reasoning tasks.",
  "provenance": "Awesome-Latent-CoT",
  "author_names": [
    "Guan Wang",
    "Jin Li",
    "Yuhao Sun",
    "Xing Chen",
    "Changling Liu",
    "Yue Wu",
    "Meng Lu",
    "Sen Song",
    "Yasin Abbasi Yadkori"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2506.21734/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2506-21734",
  "citation_date": "2025-06-26",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2506.21734/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2506.21734/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2506.21734/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2506.21734/citation.csl.json"
}