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      "summary": "Complete pre-submission adversarial review of Judgment Layer Theory by six independent senior scholars across six distinct theoretical traditions. Three fatal weaknesses identified and resolved; twelve of fifteen reviewer attacks did not fatally wound the theory. Editorial decision: major revision with resubmission invitation.",
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      "summary": "The Eagle Framework applied to India's national AI governance architecture (the IndiaAI Mission, Rs.10,371 crore across seven pillars). Finds Decision Traceability and Audit Completeness structurally absent -- the Understanding Synthesis Gap operating at national scale -- while five other structural dimensions show partial evidence of governance design.",
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      "label": "Post-Remediation Recurrence",
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      "label": "Fragmentation Paradox",
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      "summary": "A four-category assessment framework measuring the degree to which independent actors participate in the ownership, creation, and governance of AI infrastructure, not merely its use.",
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      "summary": "The three participant roles in the Infrastructure Loop: Settlers (infrastructure owners), Connectors (knowledge transfer agents), and Circulators (SDA builders who reinvest revenue).",
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      "entityType": "concept",
      "label": "1% Education Mechanism",
      "summary": "A proposed community norm in which each builder directs 1% of their productive time to teaching the next builder, creating a self-sustaining educational cycle requiring no institutional overhead.",
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      "summary": "An analytical framework for assessing structural AI infrastructure dependence across economies, organisations, and individual businesses.",
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      "summary": "A structural assessment framework comprising 35 patterns and 7 auditability dimensions. Operationalises Judgment Layer Theory into a deterministic assessment tool for organisational AI governance.",
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      "@id": "https://trinetra.life/#rq-org-001",
      "@type": "Question",
      "id": "rq-org-001",
      "entityType": "question",
      "label": "How does preserved reasoning become lasting organisational capability?",
      "summary": "The core triNetra research question. When reasoning behind decisions is systematically preserved, does it accumulate as a compounding organisational asset?",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ead-001",
      "@type": "Question",
      "id": "rq-ead-001",
      "entityType": "question",
      "label": "How does dependence on externally owned AI infrastructure affect the financial survivability of independent businesses?",
      "summary": "The primary EAD-2026-01 research question. Asks whether infrastructure cost asymmetry constitutes a financial survivability risk for independent businesses in high-EAD economies.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ead-002",
      "@type": "Question",
      "id": "rq-ead-002",
      "entityType": "question",
      "label": "What institutional architecture allows organisations to systematically preserve understanding at the decision layer?",
      "summary": "The primary EAD-2026-02 research question. Asks what structural architecture is missing between individual capability and collective governance accountability.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ead-003",
      "@type": "Question",
      "id": "rq-ead-003",
      "entityType": "question",
      "label": "How does distributed SDA revenue reinvestment change the structure of the AI economy at the collective level?",
      "summary": "The primary EAD-2026-03 research question. Asks whether collective redirection of SDA revenue into infrastructure participation can change the structural AI economy.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ead-004",
      "@type": "Question",
      "id": "rq-ead-004",
      "entityType": "question",
      "label": "What is the collective intelligence layer that emerges when the Infrastructure Loop operates at scale?",
      "summary": "The EAD-2026-04 research question. Asks what emergent properties appear in the Three-Group Ecosystem when the Infrastructure Loop reaches critical mass.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ead-005",
      "@type": "Question",
      "id": "rq-ead-005",
      "entityType": "question",
      "label": "Does individual SDA accumulation change structural survivability outcomes at the population level?",
      "summary": "An open question from EAD-2026-01. Asks whether SDA accumulation translates into measurable survival advantage at the cohort level.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ead-006-a",
      "@type": "Question",
      "id": "rq-ead-006-a",
      "entityType": "question",
      "label": "What is the collective-level mechanism for AI infrastructure dependency?",
      "summary": "Open question from EAD-2026-01, subsequently addressed by EAD-2026-03 through the Infrastructure Loop mechanism.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ead-006-b",
      "@type": "Question",
      "id": "rq-ead-006-b",
      "entityType": "question",
      "label": "What collective synthesis layer properties emerge across organisations with different Judgment Layer architectures?",
      "summary": "An open question from EAD-2026-02. Asks whether Judgment Layer presence at the organisational level produces different outcomes at the sector or consortium level.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ead-007",
      "@type": "Question",
      "id": "rq-ead-007",
      "entityType": "question",
      "label": "Does the Infrastructure Loop produce measurable structural change at scale?",
      "summary": "An open question from EAD-2026-03. Asks whether the Loop mechanism, if adopted by sufficient builders, produces measurable changes in AI economic structure.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ead-008",
      "@type": "Question",
      "id": "rq-ead-008",
      "entityType": "question",
      "label": "What builder population size is required to sustain the 1% Education Mechanism?",
      "summary": "An open question from EAD-2026-03. Asks what the minimum viable Connector population is for the 1% mechanism to be self-sustaining.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ind-001",
      "@type": "Question",
      "id": "rq-ind-001",
      "entityType": "question",
      "label": "Could an integrated municipal waste processing system produce structural, metallic, polymeric, agricultural, and water outputs simultaneously at scale?",
      "summary": "The Waste as a Resource research question. Asks whether integrated multi-stream recovery from municipal waste is technically, economically, and institutionally feasible.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#rq-ind-002",
      "@type": "Question",
      "id": "rq-ind-002",
      "entityType": "question",
      "label": "Could India's four largest industrial ecosystems be connected through shared infrastructure to recover 2.8-4.2 trillion rupees in annually wasted resource value?",
      "summary": "The National Resource Recovery Grid research question. Asks whether industrial cross-sector resource exchange at national scale is architecturally and economically feasible.",
      "url": null,
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#discovery-conversation",
      "@type": "SoftwareApplication",
      "id": "discovery-conversation",
      "entityType": "application",
      "label": "Insight Session",
      "summary": "A guided, five-exchange conversation to explore where decision reasoning is lost in an organisation. No account required. Operationalises the PaaF Problem Identification phase.",
      "url": "https://trinetra.life/playground",
      "relationships": [
        {
          "type": "operationalises",
          "label": "Operationalises",
          "target": "https://trinetra.life/#paaf",
          "note": null
        },
        {
          "type": "applies",
          "label": "Applies",
          "target": "https://trinetra.life/#reasoning-decay",
          "note": null
        }
      ]
    },
    {
      "@id": "https://trinetra.life/#eagle-insight-platform",
      "@type": "SoftwareApplication",
      "id": "eagle-insight-platform",
      "entityType": "application",
      "label": "Eagle Insight Platform",
      "summary": "Deterministic structural assessment across 35 Eagle Framework patterns and 7 auditability dimensions. Produces a scored Insights Report with Eagle Score, findings register, and remediation roadmap.",
      "url": "https://trinetra.life/enterprise",
      "relationships": [
        {
          "type": "operationalises",
          "label": "Operationalises",
          "target": "https://trinetra.life/#eagle-framework",
          "note": null
        },
        {
          "type": "applies",
          "label": "Applies",
          "target": "https://trinetra.life/#judgment-layer",
          "note": null
        },
        {
          "type": "applies",
          "label": "Applies",
          "target": "https://trinetra.life/#understanding-synthesis-gap",
          "note": null
        },
        {
          "type": "applies",
          "label": "Applies",
          "target": "https://trinetra.life/#fragmentation-paradox",
          "note": null
        }
      ]
    },
    {
      "@id": "https://trinetra.life/#shubham-agarwal",
      "@type": "Person",
      "id": "shubham-agarwal",
      "entityType": "researcher",
      "label": "Shubham Agarwal",
      "summary": "Founder and researcher, triNetra Research. Studies how consequential decisions are reasoned, recorded, and governed. Creator of the Eagle Framework and PaaF methodology.",
      "url": "https://trinetra.life/researcher",
      "relationships": []
    },
    {
      "@id": "https://trinetra.life/#collaborative-research",
      "@type": "Service",
      "id": "collaborative-research",
      "entityType": "collaboration",
      "label": "Collaborative Research",
      "summary": "Structural research conducted jointly with external organisations, currently through the Founding Validation Programme, producing collaborative studies that validate and improve the Eagle Framework and PaaF.",
      "url": "https://trinetra.life/enterprise",
      "relationships": [
        {
          "type": "validates",
          "label": "Validates",
          "target": "https://trinetra.life/#eagle-framework",
          "note": null
        },
        {
          "type": "validates",
          "label": "Validates",
          "target": "https://trinetra.life/#paaf",
          "note": null
        }
      ]
    }
  ]
}