[
  {
    "id": "lit_2610_02383",
    "type": "article",
    "title": "The Surprising Effectiveness of Shared Memory in Looped Transformers",
    "author": [
      {
        "literal": "Giovanni Monea"
      },
      {
        "literal": "Keshav Ramji"
      },
      {
        "literal": "Yousef El-Kurdi"
      },
      {
        "literal": "Luis A. Lastras"
      },
      {
        "literal": "Yoav Artzi"
      },
      {
        "literal": "Nathan Godey"
      },
      {
        "literal": "Ramón Fernandez Astudillo"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2026,
          10,
          1
        ]
      ]
    },
    "genre": "Preprint",
    "archive": "arXiv",
    "number": "arXiv:2610.02383",
    "URL": "https://arxiv.org/abs/2610.02383",
    "custom": {
      "record_url": "https://latent-implicit-thinking.github.io/papers/2610.02383/",
      "first_public": "2026-10-01",
      "collection": "core",
      "citation_basis": "ArXiv preprint, using its initial submission date; source URL is not version-pinned."
    }
  }
]