{
  "id": "2602.08332",
  "title": "Latent Reasoning with Supervised Thinking States",
  "authors": "Ido Amos, Avi Caciularu, Mor Geva, Amir Globerson, Jonathan Herzig, Lior Shani, Idan Szpektor",
  "first_public": "2026-02-09",
  "venue": "arXiv",
  "arxiv": "2602.08332",
  "paper_url": "https://arxiv.org/abs/2602.08332",
  "lens": [
    "learned-tokens",
    "continuous"
  ],
  "representation": [
    "text-latent-hybrid",
    "continuous-state"
  ],
  "computation": [
    "token-wise",
    "recurrent"
  ],
  "training": [
    "supervised"
  ],
  "questions": [
    "capability",
    "efficiency"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "language"
  ],
  "summary": "Supervises intermediate thinking states that bridge textual reasoning traces and latent computation.",
  "provenance": "Primary-source literature search, 2026-09-04",
  "author_names": [
    "Ido Amos",
    "Avi Caciularu",
    "Mor Geva",
    "Amir Globerson",
    "Jonathan Herzig",
    "Lior Shani",
    "Idan Szpektor"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2602.08332/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2602-08332",
  "citation_date": "2026-02-09",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2602.08332/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2602.08332/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2602.08332/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2602.08332/citation.csl.json"
}