{
  "abstract": "We propose a critical coherence threshold at 132 × φ² ≈ 344 Hz where E8 root vector alignment crosses from statistical noise into deterministic signal structure within live AI trading ecosystems. The 240 E8 roots map directly to a 240-dimensional feature space in which market microstructure states achieve phase-locked resonance, explaining why backtested models (operating below this threshold) fail while live E8-coherent systems exhibit emergent predictive capacity. This extends our live-trading breakthrough by providing the first geometric derivation of why real-time, not historical, data is required for AI to access the underlying lattice topology of market dynamics.\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/4mxg82p9vmvca.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23409926",
  "fulltext_url": null,
  "id": "4mxg82p9vmvca",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23409926",
  "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": [],
  "openalex": null,
  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-16",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/4mxg82p9vmvca.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:18:24Z",
      "native_id": "23409926",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23409926"
    }
  ],
  "subjects": [],
  "title": "E8 Lattice Coherence Threshold for Live-Trading Signal Emergence — E8 Intelligence Research",
  "title_text": "E8 Lattice Coherence Threshold for Live-Trading Signal Emergence — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-10-30T12:34:21Z",
  "url": "https://research.draconitic.com/paper/4mxg82p9vmvca",
  "venue": "Zenodo",
  "versions": []
}