{
  "id": "2609.36653",
  "title": "Scheduling Recursive Reasoning in Looped Transformers",
  "authors": "Boyuan Wang, Chengyao Yu, Jiaxi Ren, Hongxin Wei, Bingyi Jing, Yuxin Tao",
  "first_public": "2026-09-29",
  "added_at": "2026-10-18",
  "venue": "arXiv",
  "arxiv": "2609.36653",
  "paper_url": "https://arxiv.org/abs/2609.36653",
  "summary": "Adjusts the size of each hidden-state update based on whether recent updates make consistent progress or fluctuate. Tests the resulting scheduler with and without additional training.",
  "lens": [
    "recurrent",
    "analysis"
  ],
  "representation": [
    "hidden-state"
  ],
  "computation": [
    "recurrent",
    "depth-wise"
  ],
  "training": [
    "inference-only",
    "supervised"
  ],
  "questions": [
    "theory",
    "controllability",
    "efficiency",
    "capability"
  ],
  "evidence": [
    "formal",
    "empirical"
  ],
  "modality": [
    "symbolic"
  ],
  "provenance": "Primary-source literature search, 2026-10-18",
  "author_names": [
    "Boyuan Wang",
    "Chengyao Yu",
    "Jiaxi Ren",
    "Hongxin Wei",
    "Bingyi Jing",
    "Yuxin Tao"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2609.36653/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2609-36653",
  "citation_date": "2026-09-29",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2609.36653/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2609.36653/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2609.36653/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2609.36653/citation.csl.json"
}