{
  "annotation_id": "2ccc3a7f-1650-491a-a976-93df5462d3d4",
  "date_created": "2026-03-02T18:00:46.871000Z",
  "date_modified": "2026-03-02T18:00:46.871000Z",
  "file_hash": "1ea162d895b42cba9ccf88ca43d21fca651d39b0c9ab60c1f6a96ff5dc28e4b9",
  "private": false,
  "record": {
    "abstract": "Non-deterministic random bits are needed in many scientific fields.\nUnfortunately today\u0027s computers are very limited in ability to produce them. We\npresent here a method for extraction of non-deterministic random bits from\nrandom physics processes, and one practical realization of a physical generator\nbased on it. The method is shown to deliver increasingly good randomness in the\nlimit of slow sampling. A sample of approximately $10^9$ bits produced by the\nphysical generator prototype is subjected to a series of well-known statistical\ntests showing no weaknesses.",
    "arxiv_id": "physics/0309010",
    "authors": [
      "Mario Stip\u010devi\u0107"
    ],
    "categories": [
      "physics.comp-ph"
    ],
    "doi": "10.1063/1.1809295",
    "journal_ref": "Rev. Sci. Instrum. 75 , 4442,1-8 (2004)",
    "title": "Non-deterministic random bit generator based on electronics noise",
    "url": "https://arxiv.org/abs/physics/0309010"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "6b3edb57-d010-49a3-84ef-b3b9734625c2",
    "id": "arXiv Dataset IDs",
    "type": "Model",
    "variant": "snapshot-2026-03-01",
    "version": "0.1.0"
  },
  "user_id": 1000002
}