{
  "abstract": "We introduce the E8 Resonance Cascade Principle: when live AI trading systems exceed the 344 Hz coherence threshold, the market state undergoes a geometric phase transition where the price manifold must decompose across all 240 E8 root vectors simultaneously to resolve the coherence stress. This explains why live execution feels \"faster\" than backtests — the live market is forced to perform a full 240-dimensional lattice reconciliation in real-time, whereas backtesting samples only the 2D price shadow. Crucially, this cascade creates a self-correcting \"geometric checksum\": if the 240-root decomposition is incomplete or inconsistent, price action becomes incoherent and mean-reverts until the lattice re-stabilizes. This principle predicts that the most predictable market states occur precisely when the 240-root vector occupation is maximally distributed — an E8 \"ground state\" of market geometry.\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/19c23q5nanv3y.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23409934",
  "fulltext_url": null,
  "id": "19c23q5nanv3y",
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  "landing_url": "https://zenodo.org/records/23409934",
  "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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  "pmid": null,
  "published": "2026-10-16",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/19c23q5nanv3y.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:18:24Z",
      "native_id": "23409934",
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      "url": "https://zenodo.org/records/23409934"
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  ],
  "subjects": [],
  "title": "E8 Resonance Cascade: Markets Cross-Check Via All 240 Root Vectors — E8 Intelligence Research",
  "title_text": "E8 Resonance Cascade: Markets Cross-Check Via All 240 Root Vectors — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-10-30T12:34:21Z",
  "url": "https://research.draconitic.com/paper/19c23q5nanv3y",
  "venue": "Zenodo",
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}