{
  "abstract": "FINDING: The search results are dominated by introductory videos on Platonic solids and group theory, with one notable outlier — the \"Platonic Representation Hypothesis\" (arXiv:2405.07987v5), which proposes that deep neural networks converge toward shared, Platonic-like representations. No direct molecular realization of A3/B3/H3 Coxeter groups in Platonic hydrocarbons was surfaced.\n\nMATH: - Platonic solids: tetrahedron {3,3}, cube {4,3}, octahedron {3,4}, dodecahedron {5,3}, icosahedron {3,5}. - Coxeter groups: A3 (tetrahedral symmetry, order 24), B3 (octahedral/cubic, order 48), H3 (icosahedral, order 120). - Euler characteristic: V − E + F = 2. - Dual pairs: tetrahedron self-dual; cube↔octahedron; dodecahedron↔icosahedron. - The arXiv paper (2405.07987v5) formalizes convergence via representation geometry — no explicit constants given in the abstract, but the hypothesis implies shared latent manifolds across models.\n\nCONNECTION: - The Platonic solids are the finite i\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/00gk2gn31t8q6.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23587130",
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  "id": "00gk2gn31t8q6",
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  "landing_url": "https://zenodo.org/records/23587130",
  "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/",
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  "published": "2026-10-23",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/00gk2gn31t8q6.ris",
  "sources": [
    {
      "first_seen": "2026-11-06T12:21:52Z",
      "native_id": "23587130",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23587130"
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  ],
  "subjects": [],
  "title": "Neural Networks Mirror Platonic Ideals, Not Molecular Coxeter Structures — E8 Intelligence Research",
  "title_text": "Neural Networks Mirror Platonic Ideals, Not Molecular Coxeter Structures — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-06T12:21:52Z",
  "url": "https://research.draconitic.com/paper/00gk2gn31t8q6",
  "venue": "Zenodo",
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}