{
  "schema_version": "0.1",
  "graph_id": "AR-GRAPH-2026-09-07-A",
  "title": "Epistemic stewardship discovery chain",
  "status": "retrospective reconstruction from conversation and repository history",
  "created": "2026-09-07",
  "principles": [
    "Contribution provenance is separate from epistemic authority.",
    "Epistemic authority should not exceed defensibility.",
    "Origin deserves credit. Authority requires warrant.",
    "Low authority should trigger handoff, not erasure."
  ],
  "actors": [
    {
      "id": "actor:human-curator",
      "type": "human",
      "label": "Human curator"
    },
    {
      "id": "actor:chatgpt",
      "type": "ai_system",
      "label": "OpenAI ChatGPT",
      "model_note": "GPT-5.6 Sol for the session in which this graph was recorded; earlier contributions should be understood as ChatGPT contributions unless model-specific evidence is preserved."
    }
  ],
  "nodes": [
    {
      "id": "concept:cognitive-abundance",
      "type": "concept",
      "label": "Cognitive abundance",
      "epistemic_status": "exploratory",
      "summary": "Machine cognition sharply lowers the cost of producing candidate arguments, code, hypotheses and other intellectual artefacts.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "search_director"
          ],
          "note": "Developed the broader Agalmic Research programme around abundance of machine cognition and knowledge production."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "synthesizer",
            "developer",
            "editor"
          ],
          "note": "Helped organize the abundance framing into research tracks and draft language."
        }
      ]
    },
    {
      "id": "concept:authorial-capacity-gap",
      "type": "concept",
      "label": "Authorial Capacity Gap",
      "epistemic_status": "exploratory",
      "summary": "Artefact sophistication can increase faster than the human curator's ability to understand and defend it.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "framer"
          ],
          "note": "Raised the problem through concern about Dunning–Kruger, human author/curator capacity and personal inability to defend machine-assisted work commensurate with its apparent quality."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "terminology",
            "synthesizer",
            "developer"
          ],
          "note": "Named and developed the Authorial Capacity Constraint and distinguished artefact quality from curator comprehension and defensibility."
        }
      ]
    },
    {
      "id": "principle:defensible-stewardship",
      "type": "principle",
      "label": "Principle of Defensible Stewardship",
      "epistemic_status": "proposed",
      "summary": "Epistemic authority should not exceed defensibility.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "selector",
            "decision_maker"
          ],
          "note": "Motivated the principle through the authorial-capacity concern and chose to make it the governing principle and first-paper focus."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "terminology",
            "framer",
            "synthesizer"
          ],
          "note": "Proposed the compact formulation 'Epistemic authority should not exceed defensibility' and the label Principle of Defensible Stewardship."
        }
      ]
    },
    {
      "id": "paper:authorial-capacity-constraint",
      "type": "paper",
      "label": "The Authorial Capacity Constraint",
      "epistemic_status": "exploratory-machine-assisted",
      "repository_path": "src/pages/publications/authorial-capacity-constraint.astro",
      "summary": "Working Paper 001 on authorship, defensibility and epistemic stewardship under cognitive abundance.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "search_director",
            "selector",
            "decision_maker"
          ],
          "note": "Introduced the central concern, supplied key future directions, chose transparency as the first-paper strategy and authorised publication."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "framer",
            "terminology",
            "synthesizer",
            "developer",
            "critic",
            "editor",
            "generator"
          ],
          "note": "Developed terminology and structure, drafted substantial prose, introduced distinctions, generated counterarguments and helped shape the research programme."
        }
      ]
    },
    {
      "id": "conjecture:human-scale-epistemic-horizon",
      "type": "conjecture",
      "label": "Human-Scale Epistemic Horizon",
      "epistemic_status": "speculative",
      "summary": "Frontier knowledge may eventually exceed the point at which any unaided human can personally comprehend and defend the best available results.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "framer"
          ],
          "note": "Raised the possibility that increasing machine capability could diminish epistemic authority on the human scale, connecting it to singularity thinking and suggesting mathematics as an early domain."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "terminology",
            "developer",
            "editor"
          ],
          "note": "Named the Human-Scale Epistemic Horizon and framed it as a clearly marked deep-future conjecture rather than a prediction."
        }
      ]
    },
    {
      "id": "principle:separable-epistemic-roles",
      "type": "principle",
      "label": "Principle of Separable Epistemic Roles",
      "epistemic_status": "proposed",
      "summary": "Epistemic contribution and epistemic authority should be separable.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "framer"
          ],
          "note": "Introduced the larger problem of harnessing ideas from non-experts and explicitly proposed separating initiator credentials from those with epistemic authority over a work."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "terminology",
            "synthesizer",
            "developer"
          ],
          "note": "Formulated the separable-roles principle and the compact phrase 'Origin deserves credit. Authority requires warrant.'"
        }
      ]
    },
    {
      "id": "concept:epistemic-handoff",
      "type": "concept",
      "label": "Epistemic handoff",
      "epistemic_status": "exploratory",
      "summary": "A structured transfer of candidate knowledge from an initiator toward actors who can frame, validate, verify, develop or realize it while preserving originator credit.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "framer"
          ],
          "note": "Supplied the practical pattern: 'It's my idea but I don't know if it's worth anything' should be followed by someone capable taking a look and helping make use of it."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "terminology",
            "synthesizer",
            "developer"
          ],
          "note": "Named the process epistemic handoff and developed the two-ledger and routing interpretation."
        }
      ]
    },
    {
      "id": "constraint:epistemic-uptake",
      "type": "constraint",
      "label": "Epistemic Uptake Constraint",
      "epistemic_status": "exploratory",
      "summary": "As candidate knowledge becomes abundant, the capacity to notice, route, evaluate, validate, integrate and realize valuable contributions becomes scarce.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "framer"
          ],
          "note": "Motivated the need for society to harness valuable ideas from initiators who cannot themselves judge them."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "terminology",
            "formalizer",
            "synthesizer"
          ],
          "note": "Named and formulated the Epistemic Uptake Constraint as an instance of displaced scarcity."
        }
      ]
    },
    {
      "id": "institution:epistemic-routing",
      "type": "institutional_problem",
      "label": "Institutions for routing knowledge",
      "epistemic_status": "research-programme",
      "summary": "Knowledge systems need mechanisms for routing low-authority candidate ideas toward scarce expert attention, verification and realization while preventing appropriation, credential capture, flooding and filter monopoly.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "search_director",
            "selector"
          ],
          "note": "Pushed the discussion from attribution toward the larger question of how useful knowledge can still be harnessed."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "synthesizer",
            "developer",
            "critic"
          ],
          "note": "Expanded the institutional consequences, failure modes and possible epistemic supply-chain roles."
        }
      ]
    },
    {
      "id": "paper:epistemic-handoff",
      "type": "draft",
      "label": "Epistemic Handoff: Contribution, Authority and Uptake Under Cognitive Abundance",
      "epistemic_status": "exploratory-machine-assisted",
      "repository_path": "src/pages/drafts/epistemic-handoff.astro",
      "summary": "Draft paper developing separable contribution and authority, handoff, uptake scarcity and institutional routing.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "initiator",
            "framer",
            "search_director",
            "decision_maker"
          ],
          "note": "Introduced the central separation between the idea initiator and those with epistemic authority and requested the website and paper programme be updated accordingly."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "terminology",
            "synthesizer",
            "developer",
            "critic",
            "generator",
            "editor"
          ],
          "note": "Named epistemic handoff and uptake, drafted the exploratory paper and developed failure modes and research questions."
        }
      ]
    },
    {
      "id": "project:defensibility-layer",
      "type": "institutional_proposal",
      "label": "The Defensibility Layer",
      "epistemic_status": "proposal",
      "summary": "A proposed open infrastructure layer for recording human/machine contribution, verification and demonstrated defensibility in AI-assisted research.",
      "contributions": [
        {
          "actor": "actor:human-curator",
          "roles": [
            "selector",
            "decision_maker",
            "search_director"
          ],
          "note": "Identified the IFP Launch Sequence opportunity and chose to pursue review of a practical proposal."
        },
        {
          "actor": "actor:chatgpt",
          "roles": [
            "framer",
            "synthesizer",
            "developer",
            "critic",
            "generator"
          ],
          "note": "Proposed the Defensibility Layer as a concrete implementation direction and drafted/adversarially reviewed the pitch."
        }
      ]
    }
  ],
  "edges": [
    {
      "from": "concept:cognitive-abundance",
      "to": "concept:authorial-capacity-gap",
      "type": "creates_pressure_for"
    },
    {
      "from": "concept:authorial-capacity-gap",
      "to": "principle:defensible-stewardship",
      "type": "motivates"
    },
    {
      "from": "principle:defensible-stewardship",
      "to": "paper:authorial-capacity-constraint",
      "type": "published_as"
    },
    {
      "from": "concept:authorial-capacity-gap",
      "to": "conjecture:human-scale-epistemic-horizon",
      "type": "extends"
    },
    {
      "from": "concept:authorial-capacity-gap",
      "to": "principle:separable-epistemic-roles",
      "type": "creates_need_for"
    },
    {
      "from": "principle:separable-epistemic-roles",
      "to": "concept:epistemic-handoff",
      "type": "implemented_conceptually_as"
    },
    {
      "from": "concept:epistemic-handoff",
      "to": "constraint:epistemic-uptake",
      "type": "reveals"
    },
    {
      "from": "constraint:epistemic-uptake",
      "to": "institution:epistemic-routing",
      "type": "creates_need_for"
    },
    {
      "from": "principle:separable-epistemic-roles",
      "to": "paper:epistemic-handoff",
      "type": "developed_in"
    },
    {
      "from": "concept:epistemic-handoff",
      "to": "paper:epistemic-handoff",
      "type": "developed_in"
    },
    {
      "from": "constraint:epistemic-uptake",
      "to": "paper:epistemic-handoff",
      "type": "developed_in"
    },
    {
      "from": "principle:defensible-stewardship",
      "to": "project:defensibility-layer",
      "type": "implemented_as"
    },
    {
      "from": "principle:separable-epistemic-roles",
      "to": "project:defensibility-layer",
      "type": "extends_requirements_of"
    },
    {
      "from": "institution:epistemic-routing",
      "to": "project:defensibility-layer",
      "type": "potentially_supported_by"
    }
  ],
  "canonical_chain": [
    "concept:cognitive-abundance",
    "concept:authorial-capacity-gap",
    "principle:defensible-stewardship",
    "principle:separable-epistemic-roles",
    "concept:epistemic-handoff",
    "constraint:epistemic-uptake",
    "institution:epistemic-routing"
  ],
  "correction_policy": "Attributions and edges may be corrected when better evidence appears. Corrections should be committed with an explanation rather than silently rewritten."
}