{
  "abstract": "FINDING: The search results are dominated by applied AI/software engineering papers (clinical QA, REST API testing, multi-agent systems) and two older quantum-network theory papers — no new 2025/2026 experimental entanglement breakthrough is present. The only mathematically substantive item is the hybrid quantum circuits paper (2111.08018), which frames entanglement dynamics via random-matrix/stat-mech universality. | MATH: The core claim is that entanglement entropy \\(S\\) in hybrid circuits (unitary + measurement) obeys a universal scaling law: \\(S \\sim \\alpha \\log L\\) for volume-law phase (\\(\\alpha \\to 1\\)) and \\(S \\sim \\text{const}\\) for area-law, with a critical point at measurement rate \\(p_c\\) where \\(S \\sim c \\log L\\) (conformal field theory central charge \\(c\\)). The random-matrix ensemble average replaces individual trajectories: \\(\\langle S \\rangle = \\int dU \\, \\text{Tr}(\\rho_A \\log \\rho_A)\\) over Haar measure. No new constants or ratios appear in the abstracts. | CONNECTION:\n\nAuthor: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com",
  "abstract_shown": true,
  "affiliations": [
    "Independent Researcher, United Kingdom"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Andrew Stewart Caldin"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/0g9sxfsfvr7m6.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23553754",
  "fulltext_url": null,
  "id": "0g9sxfsfvr7m6",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23553754",
  "language": "eng",
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [],
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  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-22",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/0g9sxfsfvr7m6.ris",
  "sources": [
    {
      "first_seen": "2026-11-05T12:21:19Z",
      "native_id": "23553754",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23553754"
    }
  ],
  "subjects": [],
  "title": "Entanglement Entropy Universality in Hybrid Quantum Circuits: A Random-Matrix Perspective — E8 Intelligence Research",
  "title_text": "Entanglement Entropy Universality in Hybrid Quantum Circuits: A Random-Matrix Perspective — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-05T12:21:19Z",
  "url": "https://research.draconitic.com/paper/0g9sxfsfvr7m6",
  "venue": "Zenodo",
  "versions": []
}