When models manipulate manifolds: The geometry of a counting task

{
  "doi": null,
  "year": 2026,
  "title": "When models manipulate manifolds: The geometry of a counting task",
  "venue": null,
  "authors": [
    "Wes Gurnee",
    "Emmanuel Ameisen",
    "Isaac Kauvar",
    "Julius Tarng",
    "Adam Pearce",
    "Chris Olah",
    "Joshua Batson"
  ],
  "arxiv_id": "2601.04480",
  "s2_paper_id": null,
  "ingest_status": "referenced-only"
}