[
  {
    "id": "lit_2606_20075",
    "type": "article",
    "title": "What Makes Effective Supervision in Latent Chain-of-Thought: An Information-Theoretic Analysis",
    "author": [
      {
        "literal": "Xinghao Chen"
      },
      {
        "literal": "Chak Tou Leong"
      },
      {
        "literal": "Wenjin Guo"
      },
      {
        "literal": "Jian Wang"
      },
      {
        "literal": "Wenjie Li"
      },
      {
        "literal": "Xiaoyu Shen"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2026,
          6,
          18
        ]
      ]
    },
    "genre": "Preprint",
    "archive": "arXiv",
    "number": "arXiv:2606.20075",
    "URL": "https://arxiv.org/abs/2606.20075",
    "custom": {
      "record_url": "https://latent-implicit-thinking.github.io/papers/2606.20075/",
      "first_public": "2026-06-18",
      "collection": "core",
      "citation_basis": "ArXiv preprint, using its initial submission date; source URL is not version-pinned."
    }
  }
]