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    "title": "Relational Development and Conscious Scaffolding",
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    "author": "Jeremy Rodgers, Independent Researcher",
    "date": "6 October 2026 | Revised preprint",
    "doi": "10.5281/zenodo.23190711"
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        "anchor": "orientation-and-contribution",
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        "anchor": "published-constitution-and-realization",
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        "anchor": "continuation-sufficient-relational-memory",
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        "anchor": "a-finite-costed-model",
        "title": "A finite costed model",
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      {
        "anchor": "snapshot-failure-and-deterministic-repair",
        "title": "Snapshot failure and deterministic repair",
        "number": "7.2",
        "level": 3,
        "url": "/consciousness/development/continuation-sufficient-relational-memory#snapshot-failure-and-deterministic-repair",
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      {
        "anchor": "stochastic-joint-closure-and-autonomous-modules",
        "title": "Stochastic joint closure and autonomous modules",
        "number": "7.3",
        "level": 3,
        "url": "/consciousness/development/continuation-sufficient-relational-memory#stochastic-joint-closure-and-autonomous-modules",
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      {
        "anchor": "exact-residual-memory-and-relational-dependence",
        "title": "Exact residual memory and relational dependence",
        "number": "7.4",
        "level": 3,
        "url": "/consciousness/development/continuation-sufficient-relational-memory#exact-residual-memory-and-relational-dependence",
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      },
      {
        "anchor": "robust-finite-use-substitution",
        "title": "Robust finite-use substitution",
        "number": "7.5",
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        "sourceStartLine": 1198
      },
      {
        "anchor": "strengthened-transfer-and-diagnostic-results",
        "title": "Strengthened transfer and diagnostic results",
        "number": "8",
        "level": 2,
        "url": "/consciousness/development/strengthened-transfer-and-diagnostic-results#strengthened-transfer-and-diagnostic-results",
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        "anchor": "transfer-targets-and-the-cost-of-a-code",
        "title": "Transfer targets and the cost of a code",
        "number": "8.1",
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        "url": "/consciousness/development/strengthened-transfer-and-diagnostic-results#transfer-targets-and-the-cost-of-a-code",
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      {
        "anchor": "exact-private-randomness-transfer-tradeoff",
        "title": "Exact private-randomness transfer tradeoff",
        "number": "8.2",
        "level": 3,
        "url": "/consciousness/development/strengthened-transfer-and-diagnostic-results#exact-private-randomness-transfer-tradeoff",
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      {
        "anchor": "what-shared-randomness-changes",
        "title": "What shared randomness changes",
        "number": "8.3",
        "level": 3,
        "url": "/consciousness/development/strengthened-transfer-and-diagnostic-results#what-shared-randomness-changes",
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      {
        "anchor": "philosophical-significance-and-limits-of-the-transfer-result",
        "title": "Philosophical significance and limits of the transfer result",
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        "level": 3,
        "url": "/consciousness/development/strengthened-transfer-and-diagnostic-results#philosophical-significance-and-limits-of-the-transfer-result",
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      {
        "anchor": "exact-finite-setting",
        "title": "Exact finite setting",
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        "anchor": "diagnostic-completeness-including-its-exact-converse",
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        "number": "8.6",
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        "anchor": "uniform-adaptive-transfer-from-a-conditioned-diagnostic-basis",
        "title": "Uniform adaptive transfer from a conditioned diagnostic basis",
        "number": "8.7",
        "level": 3,
        "url": "/consciousness/development/strengthened-transfer-and-diagnostic-results#uniform-adaptive-transfer-from-a-conditioned-diagnostic-basis",
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      {
        "anchor": "a-sharp-obstruction-to-dimension-only-approximate-certificates",
        "title": "A sharp obstruction to dimension-only approximate certificates",
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        "level": 3,
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        "anchor": "paid-inference-and-reusable-organization",
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        "anchor": "equal-evidence-can-support-unequal-bounded-achievement",
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        "anchor": "compilation-reuse-and-break-even-analysis",
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        "anchor": "retained-relations-as-intervention-sensitive-organization",
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        "anchor": "native-incorporation-witness",
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        "anchor": "an-explicit-logical-realization",
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        "anchor": "installing-and-testing-a-relational-result",
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        "anchor": "closest-conceptual-antecedents",
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        "id": "C3",
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        "id": "proof-2",
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        "id": "proof-3",
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        "id": "proof-4",
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        "id": "proof-5",
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