[
  {
    "id": "lit_2610_17679",
    "type": "article",
    "title": "Dynamic K-Head: Difficulty-Supervised Budget Selection for Continuous Latent Reasoning",
    "author": [
      {
        "literal": "Ying Li"
      },
      {
        "literal": "Yuqi Chen"
      },
      {
        "literal": "Sixuan Li"
      },
      {
        "literal": "Yunfeng Cai"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2026,
          10,
          13
        ]
      ]
    },
    "genre": "Preprint",
    "archive": "arXiv",
    "number": "arXiv:2610.17679",
    "URL": "https://arxiv.org/abs/2610.17679",
    "custom": {
      "record_url": "https://latent-implicit-thinking.github.io/papers/2610.17679/",
      "first_public": "2026-10-13",
      "collection": "core",
      "citation_basis": "ArXiv preprint, using its initial submission date; source URL is not version-pinned."
    }
  }
]