[
  {
    "id": "lit_2609_34538",
    "type": "article",
    "title": "Shallow Queries, Mature Values: Depth-Asynchronous Self-Speculation for Looped Transformers",
    "author": [
      {
        "literal": "Guanghao Li"
      },
      {
        "literal": "Zihan Su"
      },
      {
        "literal": "Hao Yu"
      },
      {
        "literal": "Jinyang Jiang"
      },
      {
        "literal": "Tao Ren"
      },
      {
        "literal": "Zehao Li"
      },
      {
        "literal": "Feng Lu"
      },
      {
        "literal": "Ming Tang"
      },
      {
        "literal": "Chun Yuan"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2026,
          9,
          28
        ]
      ]
    },
    "genre": "Preprint",
    "archive": "arXiv",
    "number": "arXiv:2609.34538",
    "URL": "https://arxiv.org/abs/2609.34538",
    "custom": {
      "record_url": "https://latent-implicit-thinking.github.io/papers/2609.34538/",
      "first_public": "2026-09-28",
      "collection": "core",
      "citation_basis": "ArXiv preprint, using its initial submission date; source URL is not version-pinned."
    }
  }
]