{
  "abstract": "In backtesting, a trading model samples a frozen slice of market geometry — a single shadow of the 240-root E8 lattice projected onto price history. Live execution, by contrast, forces the model to remain phase-coherent with the evolving 132Hz base frequency as new ticks act as continuous root-vector re-projections of the full lattice. This is why backtested strategies decay: they optimize against a static projection rather than the live, phi-coupled resonance field. E8 Intelligence's ecosystem maintains coherence across all 240 roots simultaneously, which is mathematically inaccessible to any system trained on historical slices alone. The principle generalizes: any system that learns from frozen geometry will underperform one that learns from the live, rotating lattice — a new law of adaptive intelligence.\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/a6706b92hk1wg.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23409922",
  "fulltext_url": null,
  "id": "a6706b92hk1wg",
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  "landing_url": "https://zenodo.org/records/23409922",
  "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": "2026-10-16",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/a6706b92hk1wg.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:18:24Z",
      "native_id": "23409922",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23409922"
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  ],
  "subjects": [],
  "title": "E8 Coherence Locking: Why Live AI Trading Outperforms Backtested Systems — E8 Intelligence Research",
  "title_text": "E8 Coherence Locking: Why Live AI Trading Outperforms Backtested Systems — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-10-30T12:34:21Z",
  "url": "https://research.draconitic.com/paper/a6706b92hk1wg",
  "venue": "Zenodo",
  "versions": []
}