{
  "schema_version": "1.0.0",
  "kind": "theory",
  "title": "GM Futures Conviction Theory",
  "edition": "First Edition",
  "published": "July 2026",
  "version": "1.0.0",
  "abstract": "Conceptual foundation for full-distribution, time-bound futures conviction: cells, lattice grammar, hurdle-net Omega triad, and confidence. Not an index, feed, strategy, or commercial product.",
  "is_product": false,
  "urls": {
    "page": "https://apps.mutantdefi.com/dfy/theory",
    "pdf": "https://apps.mutantdefi.com/research/GM_Futures_Conviction_Theory_v1_July2026.pdf",
    "metadata": "https://apps.mutantdefi.com/research/theory.json"
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    "filename": "GM_Futures_Conviction_Theory_v1_July2026.pdf"
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  "hierarchy": [
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      "id": "theory",
      "name": "GM Futures Conviction Theory",
      "role": "conceptual_foundation"
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    {
      "id": "index",
      "name": "GM! Index",
      "role": "published_conviction_lattice"
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    {
      "id": "oracle",
      "name": "DFY GM! Oracle",
      "role": "agent_delivery_and_discovery"
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    {
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      "name": "Fixed-fee services",
      "role": "atomic_and_provisioned_access"
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  "related_documents": {
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      "title": "GM! Index Prospectus",
      "role": "index_methodology",
      "version": "2.4.4",
      "url": "https://apps.mutantdefi.com/research/GM_Index_Prospectus_v2.4.4.pdf",
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  "research_lineage": {
    "title": "Omega Ratio-Based ML Strategies Outperform Traditional Risk Models",
    "year": 2025,
    "url": "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5731762",
    "role": "empirical_antecedent",
    "note": "Empirical Omega/ML antecedent — not the GM! Theory treatise."
  },
  "compliance": "Non-custodial data/index product lineage. Not investment advice. Not selling options or futures."
}