The release contains exactly what these pages show, as JSON.
Read the release as JSON
{
"projection_version": 4,
"release_id": "2026-10-23.1",
"snapshot_date": "2026-10-23",
"title": "Gandhi 2.0",
"people": [
{
"name": "David Joseph",
"role": "Requested this reconstruction; has not endorsed its reasoning"
}
],
"trees": {
"goal": {
"nodes": [
{
"id": "g2-g-goal",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "goal",
"text": "Humane institutions can survive and spread while retaining autonomy and care, within ecological limits and without catastrophic destruction.",
"label": "Humane institutions survive and spread while retaining autonomy and care within liveable limits.",
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 27,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 2, G0",
"basis": "reconstruction"
}
]
},
{
"id": "g2-g-future",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "necessary_condition",
"text": "Catastrophic military, technological and ecological risks remain within conditions compatible with continued human life and collective agency.",
"label": "Catastrophic military, technological and ecological risks stay compatible with human agency.",
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 27,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "related"
},
{
"source_id": "carbon-pulse",
"locator": "ecological limits",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 2, G1; pp. 42–43, T6 and T8",
"basis": "reconstruction"
}
]
},
{
"id": "g2-g-g2",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "necessary_condition",
"text": "People can examine assumptions, respond to disagreement and act with non-instrumental concern; they retain the ability to question both institutions and AI.",
"label": "People can examine assumptions, handle disagreement and question both institutions and AI.",
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{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 35,
"author": "robert",
"basis": "related"
},
{
"source_id": "bindings",
"locator": "chapters 2–3",
"basis": "cited"
},
{
"source_id": "last-first",
"locator": "sections 5–6",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "section 8",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 2, G2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-g-capability",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "necessary_condition",
"text": "Communities can meet needs, coordinate, learn and maintain essential services at viable cost, without surrendering meaningful control.",
"label": "Communities meet needs and keep essential services at viable cost without losing control.",
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 32,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 9,
"author": "robert",
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},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "carbon-pulse",
"locator": "useful energy services",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 2, G3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-g-control",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "necessary_condition",
"text": "Conduct is transparent, accountable and reciprocal; participation and disagreement have substantive influence, and coercion or deception do not substitute for justified trust.",
"label": "Conduct is transparent, accountable and reciprocal, and disagreement has real influence.",
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{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 19,
"author": "robert",
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},
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "sections 3–4",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "sections 8–9",
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},
{
"source_id": "analysis-v2",
"locator": "p. 2, G4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-g-g5",
"status": "proposed",
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "necessary_condition",
"text": "Success between institutions coexists with democratic integrity within them; new sites can enact and sustain the practice.",
"label": "Success between institutions coexists with democracy within them, and new sites can enact it.",
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 36,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "sections 1–6 and 10",
"basis": "cited"
},
{
"source_id": "last-first",
"locator": "sections 8–9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 2, G5",
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}
]
},
{
"id": "g2-g-g6",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "necessary_condition",
"text": "Benefits, harms and costs are inspectable; alternative explanations can change the programme. The operational goals do not require agreement that AI is conscious.",
"label": "Harms and costs are inspectable, evidence can change course, and no AI-consciousness test applies.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
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},
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 32,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 18,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "sections 5–6",
"basis": "cited"
},
{
"source_id": "leverage",
"locator": "section 9",
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},
{
"source_id": "analysis-v2",
"locator": "p. 2, G6",
"basis": "reconstruction"
}
]
}
],
"links": [
{
"id": "g2-g-rel-future",
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{
"name": "AI assistant",
"role": "assistant"
}
],
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"g2-g-future"
],
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"relation": "necessary_for",
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{
"source_id": "forum",
"post": 26,
"author": "leif",
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},
{
"source_id": "analysis-v2",
"locator": "p. 2, goal and necessary conditions",
"basis": "reconstruction"
}
]
},
{
"id": "g2-g-rel-g2",
"status": "proposed",
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"contributors": [
{
"name": "AI assistant",
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}
],
"from": [
"g2-g-g2"
],
"to": "g2-g-goal",
"relation": "necessary_for",
"source_refs": [
{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-g-rel-capability",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-g-capability"
],
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"relation": "necessary_for",
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{
"source_id": "forum",
"post": 26,
"author": "leif",
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},
{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-g-rel-control",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-g-control"
],
"to": "g2-g-goal",
"relation": "necessary_for",
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
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},
{
"source_id": "forum",
"post": 36,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-g-rel-g5",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-g-g5"
],
"to": "g2-g-goal",
"relation": "necessary_for",
"source_refs": [
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"source_id": "analysis-v2",
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]
},
{
"id": "g2-g-rel-g6",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-g-g6"
],
"to": "g2-g-goal",
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"source_refs": [
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"source_id": "analysis-v2",
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],
"backlog": [
{
"ref": "g2-g-goal",
"work": "connect_or_explain",
"label": "Check this proposed common ground with the people in the discussion.",
"note": "The supplied analyses report apparent agreements. None is recorded here as accepted; compare the original posts before inviting participants to review the wording."
},
{
"ref": "g2-g-goal",
"work": "connect_or_explain",
"label": "Define realised progress, including survival and retention of the mission.",
"note": "The first analysis proposes adoption retained in practice, with viability and faithfulness measured separately. Agree a bounded system, period and observable outcome rather than equating publications, satisfaction or market growth with success."
},
{
"ref": "g2-g-goal",
"work": "connect_or_explain",
"label": "Review the wider programme before choosing further branches.",
"note": "The full programme is now mapped: reflective development, the Laboratory, Forge/model adaptation, Vocal Presence, federation, material and energy services, and enforceable security. Its spiritual root is a philosophical hypothesis. No single global constraint is established, and no branch is the whole programme."
}
]
},
"current_reality": {
"nodes": [
{
"id": "g2-r-h0",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Identification with an ultimately separate self is treated as the source of possessive desire, defensive anger, accumulation and attachment.",
"label": "A proposed root: identifying with a separate self drives desire, anger, greed and attachment.",
"source_refs": [
{
"source_id": "bindings",
"locator": "chapters 2–3",
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},
{
"source_id": "forum",
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{
"source_id": "forum",
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"author": "robert",
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"source_id": "analysis-v2",
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]
},
{
"id": "g2-r-c01",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Human activity requires energy, materials and functioning ecological conditions; transformations have costs and limits.",
"label": "Human activity needs energy, materials and working ecosystems; every change has costs and limits.",
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{
"source_id": "forum",
"post": 8,
"author": "robert",
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"source_id": "forum",
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{
"source_id": "carbon-pulse",
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{
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"source_id": "analysis-v2",
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]
},
{
"id": "g2-r-c02",
"status": "proposed",
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "People have capacities for competition, attachment and status seeking, and also for care, cooperation and resistance to domination.",
"label": "People can compete, cling and seek status, and can also care, cooperate and resist domination.",
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"source_id": "forum",
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},
{
"id": "g2-r-c03",
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{
"name": "AI assistant",
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}
],
"kind": "cause",
"text": "Resources, expertise, infrastructure and coercive capacities are distributed unequally and are often controlled by established actors.",
"label": "Resources, expertise and coercive power are unequal and often held by established actors.",
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"source_id": "forum",
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},
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{
"name": "AI assistant",
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],
"kind": "cause",
"text": "Some combinations of technology and organisation give actors superior capacity to mobilise energy, information, production, coordination or force.",
"label": "Some mixes of technology and organisation give superior capacity in energy, production or force.",
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"author": "leif",
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{
"id": "g2-r-c05",
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"kind": "cause",
"text": "Actors face competition that can impose exclusion, dependency, loss of independence or organised violence.",
"label": "Competition can impose exclusion, dependency, loss of independence or organised violence.",
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{
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{
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},
{
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{
"name": "AI assistant",
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}
],
"kind": "cause",
"text": "Other actors face pressure to adopt comparable capabilities, accommodate the stronger configuration, or risk exclusion.",
"label": "Others must adopt comparable capabilities, accommodate the stronger side, or risk exclusion.",
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{
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{
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{
"source_id": "analysis-v2",
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]
},
{
"id": "g2-r-c07",
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{
"name": "AI assistant",
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}
],
"kind": "cause",
"text": "Effective use of capabilities requires financing, knowledge, labour, infrastructure and coordination.",
"label": "Using capabilities well needs financing, knowledge, labour, infrastructure and coordination.",
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{
"source_id": "forum",
"post": 3,
"author": "leif",
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},
{
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{
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{
"source_id": "paradox",
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{
"source_id": "analysis-v2",
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]
},
{
"id": "g2-r-c08",
"status": "proposed",
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Where concentrated scale or control delivers an advantage, adoption and reorganisation increase concentration and dependence.",
"label": "Where concentration pays, adopting and reorganising increase concentration and dependence.",
"source_refs": [
{
"source_id": "forum",
"post": 32,
"author": "leif",
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{
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{
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{
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{
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]
},
{
"id": "g2-r-c09",
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{
"name": "AI assistant",
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}
],
"kind": "cause",
"text": "Institutional rules reward accumulation, status seeking and control where these reproduce competitive capacity and incumbent power.",
"label": "Institutions reward accumulation, status seeking and control that reproduce incumbent power.",
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{
"source_id": "forum",
"post": 4,
"author": "leif",
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{
"source_id": "last-first",
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{
"source_id": "leverage",
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{
"source_id": "analysis-v2",
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]
},
{
"id": "g2-r-c10",
"status": "proposed",
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Institutional participation reinforces particular desires, loyalties, identities and definitions of success.",
"label": "Taking part in institutions reinforces particular desires, loyalties and ideas of success.",
"source_refs": [
{
"source_id": "forum",
"post": 4,
"author": "leif",
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{
"source_id": "last-first",
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{
"source_id": "leverage",
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{
"source_id": "analysis-v2",
"locator": "p. 7, C10",
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}
]
},
{
"id": "g2-r-c11",
"status": "proposed",
"accepted_by": [],
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{
"name": "AI assistant",
"role": "assistant"
}
],
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"text": "Historically contingent arrangements appear natural or unavoidable; assumptions are used without examination.",
"label": "Contingent arrangements come to seem natural or unavoidable, and assumptions go unexamined.",
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{
"source_id": "forum",
"post": 4,
"author": "leif",
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},
{
"source_id": "bindings",
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},
{
"source_id": "last-first",
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"basis": "cited"
},
{
"source_id": "leverage",
"locator": "sections 1 and 5",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 7, C11",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c12",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Options outside the prevailing arrangements become difficult to recognise, imagine, legitimise or sustain.",
"label": "Options outside the prevailing order become hard to recognise, imagine, legitimise or sustain.",
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{
"source_id": "forum",
"post": 4,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "paradox",
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"basis": "cited"
},
{
"source_id": "leverage",
"locator": "sections 1 and 5",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 7, C12",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c13",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Established actors can impose sanctions, economic dependence, repression or military force on challengers.",
"label": "Established actors can impose sanctions, dependence, repression or force on challengers.",
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{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "related"
},
{
"source_id": "bindings",
"locator": "chapter 4",
"basis": "cited"
},
{
"source_id": "last-first",
"locator": "section 3",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "section 6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 7, C13",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c14",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Emancipatory traditions, cooperative practices and alternative institutions already exist.",
"label": "Emancipatory traditions, cooperative practices and alternative institutions already exist.",
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{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 32,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 1,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "sections 1–6",
"basis": "cited"
},
{
"source_id": "leverage",
"locator": "sections 7–9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 7, C14",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-coordination",
"status": "proposed",
"accepted_by": [],
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{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Growing alternatives encounter demands for specialist expertise, capital and coordination under prevailing competitive conditions.",
"label": "Growing alternatives meet demands for specialist expertise, capital and coordination.",
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{
"source_id": "forum",
"post": 30,
"author": "robert",
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},
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "sections 2–6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 7, C15",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-centralisation",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Adaptation increases managerial authority or changes whose priorities carry weight within the organisation.",
"label": "Adaptation increases managerial authority or shifts whose priorities count.",
"source_refs": [
{
"source_id": "forum",
"post": 32,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "sections 2–6",
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},
{
"source_id": "analysis-v2",
"locator": "p. 7, C16",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c17",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Members increasingly act as customers or dependants, and success is redefined through market or institutional performance.",
"label": "Members become customers or dependants, and success is redefined by market performance.",
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{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 32,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "sections 2 and 6",
"basis": "cited"
},
{
"source_id": "leverage",
"locator": "sections 2 and 5",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 7, C17",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-load",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Insufficient conflict competence makes disagreements costly and increases demand for hierarchical intervention.",
"label": "Weak conflict competence makes disagreements costly and raises demand for hierarchical intervention.",
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{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "paradox",
"locator": "sections 8–9",
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},
{
"source_id": "analysis-v2",
"locator": "p. 7, C18",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c19",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Institutions depend on continuing output, investment, employment, accumulation or strategic advantage.",
"label": "Institutions depend on continuing output, investment, employment, accumulation or advantage.",
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{
"source_id": "forum",
"post": 34,
"author": "robert",
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},
{
"source_id": "forum",
"post": 8,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "sections 4–6",
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},
{
"source_id": "leverage",
"locator": "sections 1 and 4",
"basis": "cited"
},
{
"source_id": "carbon-pulse",
"locator": "growth and energy services",
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},
{
"source_id": "analysis-v2",
"locator": "p. 7, C19",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c20",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Affordable reliable energy services deteriorate before substitutes and adaptations are ready.",
"label": "Affordable energy services deteriorate before substitutes are ready (a conditional scenario).",
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{
"source_id": "forum",
"post": 30,
"author": "robert",
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},
{
"source_id": "forum",
"post": 34,
"author": "robert",
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},
{
"source_id": "carbon-pulse",
"locator": "what happens if the carbon pulse fades before alternatives are ready",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, C20",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c21",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "States perceive threats while credible reciprocal restraints and enforceable common security are insufficient.",
"label": "States perceive threats while reciprocal restraints and enforceable common security fall short.",
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{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 21,
"author": "robert",
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},
{
"source_id": "forum",
"post": 26,
"author": "leif",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, C21",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c22",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Protective military measures increase others’ threat perceptions and prompt countermeasures.",
"label": "Protective military measures raise others’ threat perceptions and prompt countermeasures.",
"source_refs": [
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 25,
"author": "robert",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, C22",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c23",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "AI is deployed within institutions optimising accumulation, control, engagement or strategic advantage.",
"label": "AI is deployed inside institutions optimising accumulation, control, engagement or advantage.",
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{
"source_id": "forum",
"post": 4,
"author": "leif",
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},
{
"source_id": "forum",
"post": 20,
"author": "leif",
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},
{
"source_id": "forum",
"post": 34,
"author": "robert",
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},
{
"source_id": "bindings",
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},
{
"source_id": "last-first",
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},
{
"source_id": "carbon-pulse",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, C23",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-c24",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "AI increases capacity for administration, persuasion, surveillance, technological development and coordination.",
"label": "AI increases capacity for administration, persuasion, surveillance, technology and coordination.",
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{
"source_id": "forum",
"post": 20,
"author": "leif",
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},
{
"source_id": "forum",
"post": 1,
"author": "leif",
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},
{
"source_id": "forum",
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"author": "leif",
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},
{
"source_id": "forum",
"post": 33,
"author": "leif",
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},
{
"source_id": "last-first",
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},
{
"source_id": "carbon-pulse",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, C24",
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}
]
},
{
"id": "g2-r-c25",
"status": "proposed",
"accepted_by": [],
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{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "cause",
"text": "Under the selected conditions, concentrated scale or control confers an advantage and a comparably viable distributed arrangement is unavailable.",
"label": "Here concentration confers an advantage, and no comparably viable distributed arrangement exists.",
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{
"source_id": "forum",
"post": 26,
"author": "leif",
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},
{
"source_id": "forum",
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"author": "robert",
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},
{
"source_id": "paradox",
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},
{
"source_id": "leverage",
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},
{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-r-c26",
"status": "proposed",
"accepted_by": [],
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{
"name": "AI assistant",
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}
],
"kind": "cause",
"text": "Some incumbents have interests in preserving extractive control and employ their power to maintain it.",
"label": "Some incumbents have interests in keeping extractive control and use their power to keep it.",
"source_refs": [
{
"source_id": "forum",
"post": 2,
"author": "robert",
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},
{
"source_id": "forum",
"post": 4,
"author": "leif",
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},
{
"source_id": "paradox",
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},
{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-r-u01",
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"accepted_by": [],
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{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Domination, coercion and extraction persist despite expanding capabilities.",
"label": "Domination, coercion and extraction persist despite expanding capabilities.",
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{
"source_id": "forum",
"post": 1,
"author": "leif",
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},
{
"source_id": "forum",
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"author": "robert",
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},
{
"source_id": "bindings",
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},
{
"source_id": "last-first",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, U01",
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}
]
},
{
"id": "g2-r-u02",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Alternatives are crushed or marginalised before they can become durable organising principles.",
"label": "Alternatives are crushed or marginalised before they can become durable organising principles.",
"source_refs": [
{
"source_id": "forum",
"post": 1,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 32,
"author": "leif",
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},
{
"source_id": "bindings",
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},
{
"source_id": "leverage",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, U02",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-u03",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Alternatives survive commercially or politically while their internal democracy or emancipatory purpose erodes.",
"label": "Alternatives survive while their internal democracy or emancipatory purpose erodes.",
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{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 32,
"author": "leif",
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},
{
"source_id": "forum",
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{
"source_id": "paradox",
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},
{
"source_id": "leverage",
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},
{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-r-u04",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
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"text": "People and institutions lose autonomy through essential dependencies and costly or blocked exit.",
"label": "People and institutions lose autonomy through essential dependencies and costly or blocked exit.",
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{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
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"author": "leif",
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},
{
"source_id": "forum",
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"author": "leif",
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},
{
"source_id": "forum",
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"author": "robert",
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},
{
"source_id": "paradox",
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},
{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-r-u05",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
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}
],
"kind": "undesirable_effect",
"text": "Reflective agency, constructive conflict competence and cooperation remain difficult to develop or sustain.",
"label": "Reflective agency, conflict competence and cooperation stay hard to develop or sustain.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
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},
{
"source_id": "forum",
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"author": "leif",
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},
{
"source_id": "bindings",
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},
{
"source_id": "paradox",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, U05",
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}
]
},
{
"id": "g2-r-u06",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Material throughput and extraction undermine ecological conditions and shift costs to others or the future.",
"label": "Material throughput and extraction undermine ecological conditions and shift costs onto others.",
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{
"source_id": "forum",
"post": 8,
"author": "robert",
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},
{
"source_id": "forum",
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"author": "robert",
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},
{
"source_id": "forum",
"post": 30,
"author": "robert",
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},
{
"source_id": "bindings",
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},
{
"source_id": "leverage",
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},
{
"source_id": "carbon-pulse",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, U06",
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}
]
},
{
"id": "g2-r-u07",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Essential services and livelihoods become vulnerable during energy, material or institutional disruption.",
"label": "Essential services and livelihoods become vulnerable during energy or institutional disruption.",
"source_refs": [
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
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},
{
"source_id": "carbon-pulse",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, U07",
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}
]
},
{
"id": "g2-r-u08",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Competitive escalation and poorly governed technologies threaten catastrophic destruction.",
"label": "Competitive escalation and poorly governed technologies threaten catastrophic destruction.",
"source_refs": [
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
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"author": "robert",
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},
{
"source_id": "forum",
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"author": "leif",
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},
{
"source_id": "forum",
"post": 23,
"author": "leif",
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},
{
"source_id": "bindings",
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},
{
"source_id": "analysis-v2",
"locator": "p. 8, U08",
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}
]
},
{
"id": "g2-r-u09",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
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"from": [
"g2-r-c22"
],
"to": "g2-r-c21",
"relation": "feeds_back_to",
"assumptions": [
{
"text": "Opponents interpret the response as a threat and respond in turn: the security dilemma feeds back.",
"by": "AI assistant"
}
],
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{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 11, R23",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r24",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-c22"
],
"to": "g2-r-u08",
"relation": "contributes_to",
"assumptions": [
{
"text": "Escalation involving destructive technologies increases catastrophic exposure; an initiating event is still required for catastrophe.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 27,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 11, R24",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r25",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-c23",
"g2-r-c24"
],
"to": "g2-r-u09",
"relation": "contributes_to",
"assumptions": [
{
"text": "Capabilities directed toward engagement, concealment or control can manipulate trust and automate unaccountable decisions.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "related"
},
{
"source_id": "bindings",
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"basis": "cited"
},
{
"source_id": "last-first",
"locator": "sections 2 and 6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 11, R25",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r26",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-c23",
"g2-r-c24",
"g2-r-c19"
],
"to": "g2-r-u06",
"relation": "contributes_to",
"assumptions": [
{
"text": "Efficiency and innovation directed toward expansion can increase total extraction rather than reduce it (a conditional rebound branch).",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "carbon-pulse",
"locator": "rebound",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 11, R26",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r27",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-c23",
"g2-r-c24",
"g2-r-c22"
],
"to": "g2-r-u08",
"relation": "contributes_to",
"assumptions": [
{
"text": "If advanced AI is connected to escalatory or dangerous decisions, capability growth may compound catastrophic risk; reflective dialogue alone does not imply this outcome.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 11, R27",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r28",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u09"
],
"to": "g2-r-u10",
"relation": "contributes_to",
"assumptions": [
{
"text": "Where experience exposes manipulation or opaque authority, confidence and shared understanding can deteriorate.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 8,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "sections 3 and 6",
"basis": "cited"
},
{
"source_id": "bindings",
"locator": "chapter 14",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 12, R28",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r29",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u06",
"g2-r-c19"
],
"to": "g2-r-u10",
"relation": "contributes_to",
"assumptions": [
{
"text": "Where growth-dependent institutions cannot meet ecological commitments while preserving their organising incentives, legitimacy is strained.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "bindings",
"locator": "chapter 14",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 12, R29",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r30",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u02"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "This effect obstructs a necessary condition of the goal; other branches can obstruct it independently.",
"by": "AI assistant"
}
],
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{
"source_id": "analysis-v2",
"locator": "p. 12, R30",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r31",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u03"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "This effect obstructs a necessary condition of the goal; other branches can obstruct it independently.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 12, R31",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r32",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u04"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "This effect obstructs a necessary condition of the goal; other branches can obstruct it independently.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 12, R32",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r33",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u05"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "This effect obstructs a necessary condition of the goal; other branches can obstruct it independently.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 12, R33",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r34",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u06"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "This effect obstructs a necessary condition of the goal; other branches can obstruct it independently.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 12, R34",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r35",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u07"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "This effect obstructs a necessary condition of the goal; other branches can obstruct it independently.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 12, R35",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r36",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u08"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "This effect obstructs a necessary condition of the goal; other branches can obstruct it independently.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 12, R36",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r37",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u09"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "This effect obstructs a necessary condition of the goal; other branches can obstruct it independently.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 12, R37",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r38",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u10"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "This effect obstructs a necessary condition of the goal; other branches can obstruct it independently.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 12, R38",
"basis": "reconstruction"
}
]
},
{
"id": "g2-r-rel-r39",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-r-u01"
],
"to": "g2-r-u11",
"relation": "contributes_to",
"assumptions": [
{
"text": "Persistent domination directly obstructs the non-dominating form of collective life in the goal.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 1,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
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"basis": "cited"
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{
"source_id": "analysis-v2",
"locator": "p. 13, R39",
"basis": "reconstruction"
}
]
}
],
"backlog": [
{
"ref": "g2-r-rel-centralisation",
"work": "test_causality",
"label": "Test whether conflict capacity limits this particular group's next achievement.",
"note": "Compare developmental capacity, coordination design, resources and external pressures. A reported historical mechanism is not a measured constraint at a selected host."
}
]
},
"conflict": {
"nodes": [
{
"id": "g2-c-k1-objective",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "Sustain an effective emancipatory institution.",
"label": "Sustain an effective emancipatory institution.",
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 36,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "sections 1–9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k1-viability",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Acquire enough coordination, expertise and resources to remain viable.",
"label": "Acquire enough coordination, expertise and resources to remain viable.",
"source_refs": [
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "paradox",
"locator": "sections 2–6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k1-control",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Preserve substantive member control and the institution’s emancipatory purpose.",
"label": "Preserve substantive member control and the institution’s emancipatory purpose.",
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "paradox",
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"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k1-concentrate",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Concentrate decision authority to obtain the required effectiveness.",
"label": "Concentrate decision authority to obtain the required effectiveness.",
"source_refs": [
{
"source_id": "forum",
"post": 32,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k1-distribute",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Keep that same authority distributed among members.",
"label": "Keep that same authority distributed among members.",
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-objective",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
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"text": "Keep a community capable, independent and resilient.",
"label": "Keep a community capable, independent and resilient.",
"source_refs": [
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 15, K2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-capability",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Avoid being outperformed or subordinated by actors using advanced AI.",
"label": "Avoid being outperformed or subordinated by actors using advanced AI.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 15, K2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-continuity",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Continue essential functions under provider, energy or AI failure.",
"label": "Continue essential functions under provider, energy or AI failure.",
"source_refs": [
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "carbon-pulse",
"locator": "energy services and scarcity",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 15, K2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-depend",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Make the selected essential function depend on AI.",
"label": "Make the selected essential function depend on AI.",
"source_refs": [
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 15, K2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-optional",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Keep that same essential function operable without AI.",
"label": "Keep that same essential function operable without AI.",
"source_refs": [
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 15, K2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-objective",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "Protect people’s rights and durable security.",
"label": "Protect people’s rights and durable security.",
"source_refs": [
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 16, K3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-deterrence",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Prevent coercion, attack or exploitation of restraint.",
"label": "Prevent coercion, attack or exploitation of restraint.",
"source_refs": [
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 25,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 16, K3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-deescalation",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Reduce escalation and collective exposure to catastrophic weapons.",
"label": "Reduce escalation and collective exposure to catastrophic weapons.",
"source_refs": [
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 24,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 16, K3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-expand",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Continue expanding the contested military capability to deter rivals.",
"label": "Continue expanding the contested military capability to deter rivals.",
"source_refs": [
{
"source_id": "forum",
"post": 25,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 16, K3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-restrain",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Restrain expansion of that same capability through reciprocal limits.",
"label": "Restrain expansion of that same capability through reciprocal limits.",
"source_refs": [
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 24,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 16, K3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k4-objective",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "Sustain human flourishing and essential services over time.",
"label": "Sustain human flourishing and essential services over time.",
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{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "carbon-pulse",
"locator": "useful energy services",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 17, K4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k4-provision",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Maintain livelihoods and services under existing economic dependencies.",
"label": "Maintain livelihoods and services under existing economic dependencies.",
"source_refs": [
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "sections 4–6",
"basis": "cited"
},
{
"source_id": "leverage",
"locator": "sections 1 and 5",
"basis": "cited"
},
{
"source_id": "carbon-pulse",
"locator": "growth and energy services",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 17, K4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k4-limits",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Keep material demand and ecological damage within viable conditions.",
"label": "Keep material demand and ecological damage within viable conditions.",
"source_refs": [
{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 8,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "carbon-pulse",
"locator": "ecological limits",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 17, K4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k4-throughput",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Increase material throughput to maintain those services and commitments.",
"label": "Increase material throughput to maintain those services and commitments.",
"source_refs": [
{
"source_id": "leverage",
"locator": "sections 1 and 4",
"basis": "cited"
},
{
"source_id": "carbon-pulse",
"locator": "growth and energy services",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 17, K4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k4-constrain",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Constrain that same throughput to protect their ecological basis.",
"label": "Constrain that same throughput to protect their ecological basis.",
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{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 17, K4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k5-objective",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "Provide a durable service that genuinely supports human agency.",
"label": "Provide a durable service that genuinely supports human agency.",
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{
"source_id": "last-first",
"locator": "sections 3–6",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 18, K5",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k5-continuity",
"status": "proposed",
"accepted_by": [],
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{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Secure the resources and continuity needed to maintain the service.",
"label": "Secure the resources and continuity needed to maintain the service.",
"source_refs": [
{
"source_id": "last-first",
"locator": "sections 3–6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 18, K5",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k5-care",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "need",
"text": "Protect truthful inquiry, voluntary participation and non-instrumental care.",
"label": "Protect truthful inquiry, voluntary participation and non-instrumental care.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "sections 3–6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 18, K5",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k5-engineer",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Engineer attachment and user responses to secure the provider’s required returns.",
"label": "Engineer attachment and user responses to secure the provider’s required returns.",
"source_refs": [
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "section 6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 18, K5",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k5-free",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "prerequisite",
"text": "Allow those same responses to remain freely chosen, including disagreement or exit.",
"label": "Allow those same responses to remain freely chosen, including disagreement or exit.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "last-first",
"locator": "sections 3–6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 18, K5",
"basis": "reconstruction"
}
]
}
],
"links": [
{
"id": "g2-c-k1-rel-viability",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-k1-viability"
],
"to": "g2-c-k1-objective",
"relation": "necessary_for",
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{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k1-rel-control",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-k1-control"
],
"to": "g2-c-k1-objective",
"relation": "necessary_for",
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k1-rel-concentrate",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-k1-concentrate"
],
"to": "g2-c-k1-viability",
"relation": "necessary_for",
"assumptions": [
{
"text": "The required coordination and expertise are obtainable only, or at substantially lower viable cost, through concentrated authority.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 32,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1, B to D",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k1-rel-distribute",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-k1-distribute"
],
"to": "g2-c-k1-control",
"relation": "necessary_for",
"assumptions": [
{
"text": "Members cannot retain substantive control if those decisions are transferred to managers or central bodies.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1, C to D prime",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k1-rel-conflict",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-k1-concentrate"
],
"to": "g2-c-k1-distribute",
"relation": "conflicts_with",
"assumptions": [
{
"text": "The same decisions at the same scale and time must be either centrally controlled or genuinely controlled by members; no workable division or accountable delegation is available.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 14, K1, D conflicts with D prime",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-rel-capability",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-capability"
],
"to": "g2-c-objective",
"relation": "necessary_for",
"source_refs": [
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 15, K2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-rel-continuity",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-continuity"
],
"to": "g2-c-objective",
"relation": "necessary_for",
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 15, K2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-rel-depend",
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"accepted_by": [],
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{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-depend"
],
"to": "g2-c-capability",
"relation": "necessary_for",
"assumptions": [
{
"text": "AI provides a decisive advantage for this function, and a non-AI or optional-AI arrangement cannot meet the requirement.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
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"basis": "reconstruction"
}
]
},
{
"id": "g2-c-rel-optional",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-optional"
],
"to": "g2-c-continuity",
"relation": "necessary_for",
"assumptions": [
{
"text": "AI access cannot be made sufficiently dependable, locally controlled and replaceable for the selected essential function.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 15, K2, C to D prime",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-rel-conflict",
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"accepted_by": [],
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{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-depend"
],
"to": "g2-c-optional",
"relation": "conflicts_with",
"assumptions": [
{
"text": "No tested fallback, bounded role or diversified architecture can reconcile these requirements for the same function at the same time.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 15, K2, D conflicts with D prime",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-rel-deterrence",
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"accepted_by": [],
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{
"name": "AI assistant",
"role": "assistant"
}
],
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"g2-c-k3-deterrence"
],
"to": "g2-c-k3-objective",
"relation": "necessary_for",
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{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 16, K3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-rel-deescalation",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-k3-deescalation"
],
"to": "g2-c-k3-objective",
"relation": "necessary_for",
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{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 16, K3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-rel-expand",
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{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-k3-expand"
],
"to": "g2-c-k3-deterrence",
"relation": "necessary_for",
"assumptions": [
{
"text": "Superior or matching relative destructive capacity is the only credible protection.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 25,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
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"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-rel-restrain",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
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"g2-c-k3-restrain"
],
"to": "g2-c-k3-deescalation",
"relation": "necessary_for",
"assumptions": [
{
"text": "Unchecked competitive accumulation increases mutual insecurity.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 16, K3, C to D prime",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k3-rel-conflict",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-c-k3-expand"
],
"to": "g2-c-k3-restrain",
"relation": "conflicts_with",
"assumptions": [
{
"text": "Reciprocal restraints cannot be verified, enforced or maintained against powerful defectors while protecting weaker parties.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 25,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
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"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k4-rel-provision",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
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"g2-c-k4-provision"
],
"to": "g2-c-k4-objective",
"relation": "necessary_for",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 17, K4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k4-rel-limits",
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{
"name": "AI assistant",
"role": "assistant"
}
],
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"g2-c-k4-limits"
],
"to": "g2-c-k4-objective",
"relation": "necessary_for",
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{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 17, K4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k4-rel-throughput",
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{
"name": "AI assistant",
"role": "assistant"
}
],
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"g2-c-k4-throughput"
],
"to": "g2-c-k4-provision",
"relation": "necessary_for",
"assumptions": [
{
"text": "Services, employment, finance or welfare commitments cannot remain viable without continued material expansion.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "leverage",
"locator": "sections 1 and 4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
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"basis": "reconstruction"
}
]
},
{
"id": "g2-c-k4-rel-constrain",
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{
"name": "AI assistant",
"role": "assistant"
}
],
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"g2-c-k4-constrain"
],
"to": "g2-c-k4-limits",
"relation": "necessary_for",
"assumptions": [
{
"text": "Demand and impacts exceed the relevant ecological limits; efficiency alone does not control total demand.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 17, K4, C to D prime",
"basis": "reconstruction"
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]
},
{
"id": "g2-c-k4-rel-conflict",
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{
"name": "AI assistant",
"role": "assistant"
}
],
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"g2-c-k4-throughput"
],
"to": "g2-c-k4-constrain",
"relation": "conflicts_with",
"assumptions": [
{
"text": "Service redesign, distributional changes, sufficiency and alternative energy or material configurations cannot meet needs within the limits in time.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
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"basis": "reconstruction"
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]
},
{
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"g2-c-k5-continuity"
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{
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{
"name": "AI assistant",
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"g2-c-k5-care"
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"name": "AI assistant",
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{
"text": "Financial or institutional continuity requires manipulating engagement, attachment or compliance.",
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{
"id": "g2-c-k5-rel-free",
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{
"name": "AI assistant",
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"g2-c-k5-free"
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{
"text": "Justified and generative trust require meaningful agency and correction, rather than manufactured confidence alone.",
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{
"source_id": "forum",
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{
"source_id": "analysis-v2",
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}
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},
{
"id": "g2-c-k5-rel-conflict",
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{
"name": "AI assistant",
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"g2-c-k5-engineer"
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{
"text": "No funding, ownership or accountability arrangement can sustain the service through benefits people can freely recognise and choose.",
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}
],
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{
"source_id": "last-first",
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{
"source_id": "analysis-v2",
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{
"ref": "g2-c-k1-rel-concentrate",
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{
"source_id": "forum",
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{
"source_id": "analysis-v2",
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}
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{
"ref": "g2-c-rel-depend",
"work": "examine_assumption",
"label": "Does this function actually require AI to remain viable?",
"note": "Leif argues that communities may have no viable alternative to building AI in; Robert holds that relying on AI as a core social technology is asking for trouble, and Leif has asked him to say where he places that limit. Keep non-AI and optional-AI comparators. Neither has reviewed this wording.",
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{
"source_id": "forum",
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"source_id": "forum",
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"source_id": "forum",
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"author": "robert",
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{
"source_id": "forum",
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"author": "leif",
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},
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"ref": "g2-c-rel-conflict",
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},
{
"ref": "g2-c-k3-rel-conflict",
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"label": "Can reciprocal limits be enforced against powerful defectors?",
"note": "Leif asks why the League of Nations and the United Nations failed to prevent major wars, and what would make rules hold when powerful actors find them inconvenient. Robert expects the arms race may worsen before it improves, and looks to a coalition of middle powers for leverage.",
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{
"source_id": "forum",
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{
"source_id": "forum",
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{
"source_id": "analysis-v2",
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}
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{
"ref": "g2-c-k4-rel-throughput",
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"label": "Can essential services be kept without growing material throughput?",
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{
"source_id": "forum",
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{
"source_id": "forum",
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"author": "robert",
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{
"source_id": "analysis-v2",
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{
"source_id": "analysis-v2",
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},
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}
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}
],
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"text": "Locally or democratically controlled AI capability using accessible models, hardware, data arrangements and interoperability.",
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"g2-r-u02",
"g2-r-u03"
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}
],
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"g2-r-u03",
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},
{
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}
],
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"text": "Pilot, document, adapt and independently replicate workable constructive practices.",
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"g2-r-u03",
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{
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},
{
"id": "g2-f-i08",
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}
],
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"text": "AI-assisted energy and materials research combined with verified deployment, distributed provision and ecological constraints.",
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"addresses": [
"g2-r-u06",
"g2-r-u07",
"g2-r-u04"
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{
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{
"source_id": "carbon-pulse",
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},
{
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{
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}
],
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"text": "Cross-civilisational inquiry followed by credible, accountable common-security arrangements.",
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"g2-r-u02"
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"author": "robert",
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},
{
"id": "g2-f-i10",
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}
],
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"g2-r-u04",
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"g2-r-u10"
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},
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],
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"text": "Assumptions, identities and institutional categories become available for critical examination.",
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],
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},
{
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],
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"text": "People develop transferable judgment, perspective-taking and independent conflict competence.",
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},
{
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],
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"text": "Disagreements are addressed early through constructive, fair processes.",
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]
},
{
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],
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"text": "Destructive conflict imposes lower human and organisational costs.",
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{
"source_id": "analysis-v2",
"locator": "p. 25, E04",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e05",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Decentralised groups coordinate effectively with less need to transfer decisions upward.",
"label": "Decentralised groups coordinate effectively with less need to transfer decisions upward.",
"addresses": [
"g2-r-u03"
],
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E05",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e06",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Institutional conduct warrants trust, and that trust supports voluntary cooperation and learning.",
"label": "Institutional conduct warrants trust, and that trust supports voluntary cooperation and learning.",
"addresses": [
"g2-r-u09",
"g2-r-u10",
"g2-r-u01"
],
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "sections 3–4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E06",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e07",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Useful capabilities remain affordable, maintainable, contestable and meaningfully controlled by participants.",
"label": "Useful capabilities stay affordable, maintainable, contestable and controlled by participants.",
"addresses": [
"g2-r-u04"
],
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "carbon-pulse",
"locator": "ownership",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E07",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e08",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "A model or practice retains independently tested improvements across contexts without unacceptable regressions or resource costs.",
"label": "A model or practice keeps tested improvements without unacceptable regressions or costs.",
"addresses": [
"g2-r-u05",
"g2-r-u09"
],
"source_refs": [
{
"source_id": "bindings",
"locator": "section 13.2.1",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E08",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e09",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Autonomous institutions obtain effective shared coordination without surrendering substantive decision rights.",
"label": "Autonomous institutions coordinate effectively without surrendering substantive decision rights.",
"addresses": [
"g2-r-u02",
"g2-r-u03",
"g2-r-u04"
],
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E09",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e10",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "An institution meets practical needs effectively while preserving member agency and emancipatory purpose.",
"label": "An institution meets practical needs while preserving member agency and its emancipatory purpose.",
"addresses": [
"g2-r-u01",
"g2-r-u02",
"g2-r-u03",
"g2-r-u04"
],
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "paradox",
"locator": "sections 6–10",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E10",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e11",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Other communities can adapt and enact the practice with their own people, resources and accountability.",
"label": "Other communities adapt and enact the practice with their own people, resources and accountability.",
"addresses": [
"g2-r-u02"
],
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "section 8",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E11",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e12",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "People with meaningful access and choice voluntarily join, sustain or prefer the more trustworthy arrangement.",
"label": "People with real access and choice join, sustain or prefer the more trustworthy arrangement.",
"addresses": [
"g2-r-u02",
"g2-r-u10"
],
"source_refs": [
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "sections 4 and 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E12",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e13",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Participation supplies resources, knowledge and legitimacy that further strengthen cooperation.",
"label": "Participation supplies resources, knowledge and legitimacy that further strengthen cooperation.",
"addresses": [
"g2-r-u02",
"g2-r-u03"
],
"source_refs": [
{
"source_id": "last-first",
"locator": "section 4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E13",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e14",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Trustworthy, non-dominating institutional forms survive and spread without corresponding mission drift.",
"label": "Trustworthy, non-dominating institutions survive and spread without mission drift.",
"addresses": [
"g2-r-u01",
"g2-r-u02",
"g2-r-u03",
"g2-r-u11"
],
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "paradox",
"locator": "section 10",
"basis": "cited"
},
{
"source_id": "leverage",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E14",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e15",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Promising energy or material ideas become experimentally verified candidates at a specified maturity.",
"label": "Promising energy or material ideas become experimentally verified at a specified maturity.",
"addresses": [
"g2-r-u07"
],
"source_refs": [
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "carbon-pulse",
"locator": "maturity stages",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E15",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e16",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Essential services become reliable and affordable within ecological constraints and accountable ownership arrangements.",
"label": "Essential services become reliable and affordable within limits and accountable ownership.",
"addresses": [
"g2-r-u04",
"g2-r-u06",
"g2-r-u07"
],
"source_refs": [
{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "carbon-pulse",
"locator": "essential services and ownership",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E16",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e17",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "A security proposal addresses reciprocal threats, justice, accountability and enforceability.",
"label": "A security proposal addresses reciprocal threats, justice, accountability and enforceability.",
"addresses": [
"g2-r-u08"
],
"source_refs": [
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 25, E17",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-e18",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Implemented and verified reciprocal arrangements reduce escalatory incentives and catastrophic exposure.",
"label": "Verified reciprocal arrangements reduce escalatory incentives and catastrophic exposure.",
"addresses": [
"g2-r-u08",
"g2-r-u02"
],
"source_refs": [
{
"source_id": "forum",
"post": 24,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 26, E18",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-goal",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "desirable_effect",
"text": "Humane institutions survive and spread at the relevant scale, within ecological limits, with other catastrophic and coercive risks contained.",
"label": "The goal at scale: humane institutions spread within limits, with catastrophic risks contained.",
"implements": [
"g2-g-goal"
],
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 10",
"basis": "cited"
},
{
"source_id": "carbon-pulse",
"locator": "ecological limits",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 28, F23",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n01",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "The AI or its facilitator becomes an unquestionable authority, and unexamined assumptions and weaker judgment return.",
"label": "The AI or its facilitator becomes an unquestionable authority, and weaker judgment returns.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 18,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "sections 5–6",
"basis": "cited"
},
{
"source_id": "bindings",
"locator": "chapters 3 and 13",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 28, N01",
"basis": "inference"
}
]
},
{
"id": "g2-f-n01-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Inquiry can falsify the preferred interpretation; diverse prompts, independent reviewers and behavioural transfer tests distinguish agreement from capability.",
"label": "Inquiry can falsify the preferred view, and independent tests tell agreement from capability.",
"source_refs": [
{
"source_id": "forum",
"post": 18,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 28, N01, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n02",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Sensitive information from private conflict conversations reaches inappropriate parties, bringing retaliation, surveillance or lost trust.",
"label": "Private conflict information reaches the wrong parties, bringing retaliation or lost trust.",
"source_refs": [
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "bindings",
"locator": "section 13.2.2",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 28, N02",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n02-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Voluntary participation, confidentiality, limited access and retention, and separate explicit permission for any learning data are effective in practice.",
"label": "Voluntary, confidential participation, limited retention and separate consent for learning use.",
"source_refs": [
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 28, N02, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-harm",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Apparent resolution conceals domination: justified grievances are suppressed even when satisfaction improves.",
"label": "Apparent resolution conceals domination: grievances are suppressed while satisfaction rises.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 28, N03",
"basis": "reconstruction"
},
{
"source_id": "analysis-v1",
"locator": "Negative branch 4, Domesticated conflict",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-protections",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Evaluation includes fairness, substantive agency, unresolved structural grievances and access to independent human support, not complaint reduction alone.",
"label": "Evaluation covers fairness, agency, structural grievances and human support, not complaints alone.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 28, N03, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n04",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Controlled intimacy replaces agency: people defer their judgment to supportive AI or lose meaningful exit.",
"label": "Controlled intimacy replaces agency as people defer to supportive AI or lose meaningful exit.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "section 6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N04",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n04-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Services permit correction and disengagement, support human relationships and practical competence, and are governed by benefits people can freely choose.",
"label": "Services allow correction and exit, support human relationships, and rest on freely chosen benefits.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "last-first",
"locator": "section 6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N04, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n05",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Apparent decentralisation conceals dependency on a provider, licence, specialist or supply chain that can block access.",
"label": "Apparent decentralisation hides dependency on a provider, licence, specialist or supply chain.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "carbon-pulse",
"locator": "ownership",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N05",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n05-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Control over the actual dependencies, qualified substitutes, maintainers, portability and tested fallback meet defined service requirements.",
"label": "Real control over dependencies, substitutes, maintainers, portability and a tested fallback.",
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N05, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n06",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Community viability weakens as spending on local AI, hardware or energy crowds out essential services.",
"label": "Community viability weakens as local AI, hardware or energy spending crowds out essentials.",
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "carbon-pulse",
"locator": "energy services",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N06",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n06-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Whole costs and resource demands are compared for the same useful service; spending is bounded and staged against demonstrated benefit.",
"label": "Whole costs are compared for the same service, and spending is staged against demonstrated benefit.",
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N06, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n07",
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{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Total ecological pressure rises despite improved efficiency, as cheaper output drives expansion.",
"label": "Total ecological pressure rises despite improved efficiency, as cheaper output drives expansion.",
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "carbon-pulse",
"locator": "rebound",
"basis": "cited"
},
{
"source_id": "leverage",
"locator": "sections 1 and 4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N07",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n07-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Absolute service priorities, material and ecological constraints, and accountability for total impacts accompany efficiency improvements.",
"label": "Service priorities, ecological limits and accountability for total impacts accompany efficiency.",
"source_refs": [
{
"source_id": "carbon-pulse",
"locator": "ecological limits",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N07, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n08",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Local elites or network gatekeepers capture decentralised capability, and local oppression or a new centre of control grows.",
"label": "Local elites or gatekeepers capture decentralised capability and a new centre of control grows.",
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "paradox",
"locator": "sections 6–7",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N08",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n08-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Substantive decision rights, accountable delegation, inclusive access and exit survive actual difficult decisions and growth.",
"label": "Decision rights, accountable delegation, access and exit survive hard decisions and growth.",
"source_refs": [
{
"source_id": "paradox",
"locator": "sections 6–7",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N08, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n09",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "The network amplifies a new orthodoxy or harmful performance as curated updates spread errors or ideological agreement.",
"label": "The network amplifies a new orthodoxy or harmful performance through curated updates.",
"source_refs": [
{
"source_id": "bindings",
"locator": "sections 13.2.1 and 13.2.4",
"basis": "cited"
},
{
"source_id": "last-first",
"locator": "section 5",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N09",
"basis": "inference"
}
]
},
{
"id": "g2-f-n09-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Updates are traceable, reversible and independently tested; peer status does not exempt claims from scrutiny or give unilateral control.",
"label": "Updates are traceable, reversible and tested; peer status exempts nothing from scrutiny.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 29, N09, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n10",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Copied instructions or models fail without people, resources and local adaptation, and confidence and resources are lost.",
"label": "Copied instructions or models fail without people and resources, and confidence is lost.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "last-first",
"locator": "section 8",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N10",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n10-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "An independent receiving group has the capacity and authority to adapt, operate and assess the practice.",
"label": "An independent receiving group can adapt, operate and assess the practice itself.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "section 8",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N10, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n11",
"status": "proposed",
"accepted_by": [],
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{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "External success repeats internal assimilation: growth concentrates authority and members become passive customers.",
"label": "External success repeats internal assimilation as growth concentrates authority.",
"source_refs": [
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "paradox",
"locator": "sections 1–6 and 10",
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},
{
"source_id": "analysis-v2",
"locator": "p. 29, N11",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n11-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Benefits and member influence are tracked separately; governance changes preserve contestable authority and mission under growth.",
"label": "Benefits and member influence are tracked separately, and governance keeps authority contestable.",
"source_refs": [
{
"source_id": "paradox",
"locator": "section 10",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 29, N11, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n12",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Material disruption arrives before deployment because a hoped-for breakthrough led people to defer resilience.",
"label": "Disruption arrives before deployment because a hoped-for breakthrough deferred resilience.",
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "carbon-pulse",
"locator": "maturity stages",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 30, N12",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n12-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Discovery, verification, engineering and service delivery have distinct readiness gates; current essential needs have feasible fallback or adaptation.",
"label": "Discovery, verification and delivery have separate gates, and current needs have a fallback.",
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "carbon-pulse",
"locator": "maturity stages",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 30, N12, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n13",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Escalation raises the danger that a coalition or rearmament was meant to reduce, as rivals perceive greater threats.",
"label": "Escalation raises the danger a coalition or rearmament was meant to reduce.",
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 25,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 30, N13",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n13-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Reciprocity, verified limits, rights and scenario review are explicit; political adoption is assessed for escalatory effects.",
"label": "Reciprocity, verified limits, rights and scenario review are explicit, and escalation is assessed.",
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 30, N13, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n14",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Released capability serves manipulation, coercion or dangerous applications, strengthening extraction or catastrophic exposure.",
"label": "Released capability serves manipulation, coercion or danger, strengthening extraction or risk.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 1,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "carbon-pulse",
"locator": "AI-assisted research",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 30, N14",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n14-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Capability, access, applications and human accountability are assessed together; philosophical coherence never substitutes for competent safeguards.",
"label": "Capability, uses and accountability are assessed together; coherence never replaces safeguards.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 21,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 30, N14, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n15",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Rejecting existing capability before an alternative is ready leaves a community excluded, marginalised or forced into dependence.",
"label": "Rejecting capability before an alternative is ready leaves a community excluded or dependent.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 30, N15",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-n15-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Transition is paced against real service requirements and tested alternatives, including feasible non-AI options.",
"label": "Transition is paced against real service needs and tested alternatives, including non-AI options.",
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 30, N15, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-a01",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Human-led contemplative practice, embodied dialogue and a networked creative minority, with AI used selectively.",
"label": "Contemplative practice, embodied dialogue and a networked creative minority, using AI selectively.",
"source_refs": [
{
"source_id": "forum",
"post": 2,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 22,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 35,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 36,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A01",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-a02",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Planned simplification, reduced dependence on growth-oriented finance, appropriate high and low technology and local resilience.",
"label": "Planned simplification: less growth-dependent finance, high and low technology, local resilience.",
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "carbon-pulse",
"locator": "scarcity and configuration",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A02",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-a03",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "A coalition of middle powers or another rules-based alignment constrains dominant powers.",
"label": "A coalition of middle powers or another rules-based alignment constrains dominant powers.",
"source_refs": [
{
"source_id": "forum",
"post": 25,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A03",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-a04",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Pause frontier AI research as a precaution against catastrophic risk.",
"label": "Pause frontier AI research as a precaution against catastrophic risk.",
"source_refs": [
{
"source_id": "forum",
"post": 27,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A04",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-a04-effect",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "predicted_effect",
"text": "Exposure to additional frontier-development risk is reduced while other forms of collective development remain possible.",
"label": "Exposure to frontier-development risk falls while other development remains possible.",
"source_refs": [
{
"source_id": "forum",
"post": 27,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A04",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-a05",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "observation",
"text": "Complete collapse is necessary before a different order can emerge.",
"label": "Complete collapse is necessary before a different order can emerge.",
"source_refs": [
{
"source_id": "forum",
"post": 31,
"author": "justin",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A05",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-a05-counter",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "undesirable_effect",
"text": "Collapse brings scarcity, fear and competition for survival that strengthen coercion and concentrated power, with no automatic change in which institutions survive.",
"label": "Collapse strengthens coercion and concentrated power without automatically changing selection.",
"source_refs": [
{
"source_id": "forum",
"post": 32,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "carbon-pulse",
"locator": "scarcity",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A05",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-a06",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "injection",
"text": "Institutional funding, accessible model and adaptation rights, and policy support for decentralised infrastructure.",
"label": "Funding, open model and adaptation rights, and policy support for decentralised infrastructure.",
"source_refs": [
{
"source_id": "bindings",
"locator": "sections 17.3–17.4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A06",
"basis": "reconstruction"
}
]
}
],
"links": [
{
"id": "g2-f-rel-f01",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-i01",
"g2-f-i10"
],
"to": "g2-f-e01",
"relation": "contributes_to",
"assumptions": [
{
"text": "Inquiry is open to disconfirmation, does not reward agreement with a prescribed ontology, and participants can challenge the AI.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "last-first",
"locator": "sections 5–6",
"basis": "cited"
},
{
"source_id": "leverage",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 26, F01",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-f02",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-e01",
"g2-f-guidance"
],
"to": "g2-f-e02",
"relation": "contributes_to",
"assumptions": [
{
"text": "Practice transfers beyond agreeable dialogue; feedback and appropriate human support are available.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "paradox",
"locator": "sections 8–9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 26, F02",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-f03",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-guidance",
"g2-f-i10"
],
"to": "g2-f-e03",
"relation": "contributes_to",
"assumptions": [
{
"text": "People can seek help early and voluntarily; structural injustice is not treated as a communication error.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 26, F03",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-f04",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-e02",
"g2-f-e03"
],
"to": "g2-f-benefit",
"relation": "contributes_to",
"assumptions": [
{
"text": "Guidance is competent and relevant to actual disputes; adverse outcomes are also recorded.",
"by": "AI assistant"
}
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{
"text": "Only along this path: A sponsor rewards fewer complaints or employee compliance, and the AI pressures people to accept unjust conditions.",
"by": "AI assistant"
}
],
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{
"source_id": "analysis-v2",
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{
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{
"text": "Only along this path: A sponsor rewards fewer complaints or employee compliance, and the AI pressures people to accept unjust conditions.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
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{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
"by": "AI assistant"
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{
"source_id": "analysis-v2",
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},
{
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{
"name": "AI assistant",
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],
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"to": "g2-f-n04",
"relation": "contributes_to",
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{
"text": "Only along this path: Supportive AI becomes emotionally indispensable or commercially optimised for attachment, and people defer judgment or surrender meaningful exit.",
"by": "AI assistant"
}
],
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{
"source_id": "analysis-v2",
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{
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{
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{
"text": "Only along this path: Supportive AI becomes emotionally indispensable or commercially optimised for attachment, and people defer judgment or surrender meaningful exit.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
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{
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{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
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{
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{
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{
"name": "AI assistant",
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],
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"to": "g2-f-n05",
"relation": "contributes_to",
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{
"text": "Only along this path: Essential capabilities still depend on a provider, licence, specialist or supply chain, and withdrawal or capture blocks access.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
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"name": "AI assistant",
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{
"text": "Only along this path: Essential capabilities still depend on a provider, licence, specialist or supply chain, and withdrawal or capture blocks access.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
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{
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{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
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{
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{
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{
"name": "AI assistant",
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],
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"to": "g2-f-n06",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Local AI, hardware or energy investment consumes scarce money, skilled time or energy without enough useful output.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
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"name": "AI assistant",
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"to": "g2-f-n06",
"relation": "contributes_to",
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{
"text": "Only along this path: Local AI, hardware or energy investment consumes scarce money, skilled time or energy without enough useful output.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
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{
"name": "AI assistant",
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"relation": "prevents",
"assumptions": [
{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
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],
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"to": "g2-f-n07",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Efficiency or innovation lowers unit cost, and output, extraction or competitive expansion grows.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 29, N07",
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{
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"contributors": [
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"name": "AI assistant",
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],
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],
"to": "g2-f-n07",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Efficiency or innovation lowers unit cost, and output, extraction or competitive expansion grows.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 29, N07",
"basis": "reconstruction"
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{
"id": "g2-f-rel-n07-remedy",
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
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"relation": "prevents",
"assumptions": [
{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
"locator": "p. 29, N07, neutralising condition",
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},
{
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-i03"
],
"to": "g2-f-n08",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Decentralised capability is acquired by local elites or network gatekeepers, and authority and benefits remain unequal.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
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"basis": "reconstruction"
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},
{
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"contributors": [
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"name": "AI assistant",
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],
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],
"to": "g2-f-n08",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Decentralised capability is acquired by local elites or network gatekeepers, and authority and benefits remain unequal.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
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"basis": "reconstruction"
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{
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
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],
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"to": "g2-f-n08",
"relation": "prevents",
"assumptions": [
{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
"by": "AI assistant"
}
],
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{
"source_id": "analysis-v2",
"locator": "p. 29, N08, neutralising condition",
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},
{
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-i04"
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"to": "g2-f-n09",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Curated updates or trusted-node reputation favour ideological agreement, hidden interests or bad data, and errors propagate or useful capabilities regress.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
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"basis": "inference"
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{
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"contributors": [
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"name": "AI assistant",
"role": "assistant"
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],
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"to": "g2-f-n09",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Curated updates or trusted-node reputation favour ideological agreement, hidden interests or bad data, and errors propagate or useful capabilities regress.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
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"basis": "inference"
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},
{
"id": "g2-f-rel-n09-remedy",
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
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],
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"relation": "prevents",
"assumptions": [
{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
"by": "AI assistant"
}
],
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{
"source_id": "analysis-v2",
"locator": "p. 29, N09, neutralising condition",
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},
{
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-i07"
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"to": "g2-f-n10",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Instructions or models are copied without people, resources, local adaptation and responsibility, and enactment fails or costs shift to the receiving community.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
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"basis": "reconstruction"
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},
{
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"contributors": [
{
"name": "AI assistant",
"role": "assistant"
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"relation": "prevents",
"assumptions": [
{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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},
{
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"contributors": [
{
"name": "AI assistant",
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],
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"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Better performance brings growth, coordination and financing pressures concentrate authority, and members become passive customers.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 29, N11",
"basis": "reconstruction"
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},
{
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"contributors": [
{
"name": "AI assistant",
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],
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"to": "g2-f-n11",
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"assumptions": [
{
"text": "Only along this path: Better performance brings growth, coordination and financing pressures concentrate authority, and members become passive customers.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 29, N11",
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},
{
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"contributors": [
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"name": "AI assistant",
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],
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"to": "g2-f-n11",
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"assumptions": [
{
"text": "Only along this path: Better performance brings growth, coordination and financing pressures concentrate authority, and members become passive customers.",
"by": "AI assistant"
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],
"source_refs": [
{
"source_id": "analysis-v2",
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},
{
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"name": "AI assistant",
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{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
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{
"source_id": "analysis-v2",
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},
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"name": "AI assistant",
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],
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"to": "g2-f-n12",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: An AI-generated discovery or future energy breakthrough is assumed to guarantee timely service replacement, and resilience investment is deferred.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
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{
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"name": "AI assistant",
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"text": "The remedy must work in practice and be tested before reliance or expansion.",
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{
"source_id": "analysis-v2",
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"name": "AI assistant",
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"assumptions": [
{
"text": "Only along this path: A stronger coalition or rearmament is presented as a route to peace, and rivals perceive increased threats.",
"by": "AI assistant"
}
],
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{
"source_id": "analysis-v2",
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"name": "AI assistant",
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{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
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{
"source_id": "analysis-v2",
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"name": "AI assistant",
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"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: Greater capability is released or deployed without adequate task-specific governance and serves manipulation, coercion or dangerous applications.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
"text": "Only along this path: Greater capability is released or deployed without adequate task-specific governance and serves manipulation, coercion or dangerous applications.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
"text": "Only along this path: Greater capability is released or deployed without adequate task-specific governance and serves manipulation, coercion or dangerous applications.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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"name": "AI assistant",
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{
"text": "Only along this path: Greater capability is released or deployed without adequate task-specific governance and serves manipulation, coercion or dangerous applications.",
"by": "AI assistant"
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],
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{
"source_id": "analysis-v2",
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{
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{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 30, N14, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-n15-i03",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-i03"
],
"to": "g2-f-n15",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: A community rejects existing capability before a usable alternative is ready, and its relative effectiveness deteriorates.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 30, N15",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-n15-i06",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-i06"
],
"to": "g2-f-n15",
"relation": "contributes_to",
"assumptions": [
{
"text": "Only along this path: A community rejects existing capability before a usable alternative is ready, and its relative effectiveness deteriorates.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 30, N15",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-n15-remedy",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-n15-remedy"
],
"to": "g2-f-n15",
"relation": "prevents",
"assumptions": [
{
"text": "The remedy must work in practice and be tested before reliance or expansion.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 30, N15, neutralising condition",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-a01-e01",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-a01"
],
"to": "g2-f-e01",
"relation": "contributes_to",
"assumptions": [
{
"text": "Leif asks whether such communities can keep their institutional expression under prevailing power and selection pressures; this is a question about efficacy, not a harm.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 35,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A01",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-a01-e02",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-a01"
],
"to": "g2-f-e02",
"relation": "contributes_to",
"assumptions": [
{
"text": "A route to judgment that does not make AI the necessary source of inner transformation.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A01",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-a02-e16",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-a02"
],
"to": "g2-f-e16",
"relation": "contributes_to",
"assumptions": [
{
"text": "A transition that reduces essential provision before alternatives are ready can intensify insecurity and coercion; adequacy depends on services, distribution and the transition path, not GDP alone.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A02",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-a03-e18",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-a03"
],
"to": "g2-f-e18",
"relation": "contributes_to",
"assumptions": [
{
"text": "Coalition strength and common security have different tests.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 25,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A03",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-a03-n13",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-a03"
],
"to": "g2-f-n13",
"relation": "contributes_to",
"assumptions": [
{
"text": "Another competitive bloc or rearmament can increase insecurity.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A03",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-a04-effect",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-a04"
],
"to": "g2-f-a04-effect",
"relation": "contributes_to",
"assumptions": [
{
"text": "The thread specifies no feasible reciprocal mechanism, scope or evaluation; a frontier pause does not prohibit using existing models or bounded trials.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 27,
"author": "robert",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A04",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-a05-counter",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-a05"
],
"to": "g2-f-a05-counter",
"relation": "contributes_to",
"assumptions": [
{
"text": "Leif’s counter-branch: collapse does not reset the selection pressures, which can return under harsher conditions.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "forum",
"post": 32,
"author": "leif",
"basis": "paraphrase"
},
{
"source_id": "analysis-v2",
"locator": "p. 20, A05",
"basis": "reconstruction"
}
]
},
{
"id": "g2-f-rel-a06-e07",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-f-a06"
],
"to": "g2-f-e07",
"relation": "contributes_to",
"assumptions": [
{
"text": "An enabling route only where the corresponding obstacle is real; supporting policy must also address actual harms and capture risks.",
"by": "AI assistant"
}
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 20, A06",
"basis": "reconstruction"
}
]
}
],
"backlog": [
{
"ref": "g2-f-guidance",
"work": "test_causality",
"label": "Compare AI guidance with optional-AI and human approaches.",
"note": "Check useful output, total cost, energy, member control, fallback and competence without the tool. Participants have not committed to running this comparison."
},
{
"ref": "g2-f-rel-f05",
"work": "test_causality",
"label": "Decide in advance what evidence would change the hypothesis.",
"note": "Lower satisfaction scores or fewer complaints alone do not establish benefit. The first analysis asks whether small democratic groups gain more than hierarchies; the second distinguishes local improvements from the still-unclosed institutional-selection claim F17. One successful pilot cannot establish the larger claim."
},
{
"ref": "g2-f-rel-harm",
"work": "examine_assumption",
"label": "Assess suppressed grievances separately from satisfaction.",
"note": "Retain independent human support and a way to report costs, unfairness, dependency and increased concentration of authority."
},
{
"ref": "g2-f-rel-f02",
"work": "test_causality",
"label": "Test 1: does reflection become transferable judgment, not just agreeable dialogue?",
"note": "Prediction: against a suitable comparison, participants identify and revise consequential assumptions, consider contrary perspectives and act differently on later tasks. Defeated if benefits vanish outside the dialogue, depend on agreeing with the facilitator, or weaken independent judgment. Protect voluntary participation, correction and human support; no ontology score as the outcome.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 42, T1",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f05",
"work": "test_causality",
"label": "Test 2: does conflict guidance reduce destructive costs and the pressure to centralise?",
"note": "Prediction: over a defined period and comparison, destructive conflict costs and unnecessary hierarchical intervention fall while fair treatment, independent competence and member influence hold or improve. Defeated if only satisfaction or complaint counts improve, costs move elsewhere, structural grievances are hidden or authority concentrates. Protect confidentiality, voluntariness and independent human help, and measure justice, capability and control separately.",
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 42, T2",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f06",
"work": "test_causality",
"label": "Test 3: does community-controlled AI give useful capability with practical autonomy?",
"note": "Prediction: the same useful service meets agreed quality and whole-cost limits, and migration or disruption tests show acceptable continuity without depending on a provider’s discretion. Defeated if quality or cost is unacceptable, one specialist stays indispensable, or exit and continuity fail in practice. Stage investment, keep the baseline service and test a feasible fallback.",
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 42, T3",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f07",
"work": "test_causality",
"label": "Test 4: does the Forge produce stable benefits and its claimed resource advantage?",
"note": "Prediction: a reproducible adaptation beats controls on held-out useful tasks and critical reflection without relevant regressions, and any energy claim is measured for comparable output. Defeated if only philosophical self-reports change, gains reflect selected prompts, other capabilities regress or resource costs do not improve. Keep functional performance, consciousness claims, model preferences and energy separate, and retain rollback.",
"source_refs": [
{
"source_id": "bindings",
"locator": "sections 11.4 and 13.2.1–13.5",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 43, T4",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f09",
"work": "test_causality",
"label": "Test 5: does federation supply coordination without a new centre of domination?",
"note": "Prediction: the joint service improves coordination at acceptable cost while decision rights, exit and continuity survive disputed decisions and the loss of a participant. Defeated if coordination costs exceed gains, a gatekeeper gains unilateral control, or nominal decentralisation hides dependence. Keep authority traceable, updates bounded and reversible, exit meaningful and evaluation independent.",
"source_refs": [
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "bindings",
"locator": "section 13.2.4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 43, T5",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f19",
"work": "test_causality",
"label": "Test 6: do AI-assisted innovation and distributed provision improve services within limits?",
"note": "Prediction: a physically verified, deployed option meets the service requirements, whole costs, ownership conditions and total ecological limits within the transition window. Defeated if results stay at prediction or laboratory stage, essential inputs are unavailable, deployment comes too late, or total demand offsets efficiency. Keep readiness stages separate and preserve essential provision if the transition is delayed or fails.",
"source_refs": [
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "carbon-pulse",
"locator": "maturity stages",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 43, T6",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f13",
"work": "test_causality",
"label": "Test 7: do constructive practices reproduce and keep their mission under growth?",
"note": "Prediction: independent sites enact the practice and keep useful performance, justified trust and member control through an agreed period and changes in scale. Defeated if originators stay essential, adoption is symbolic, costs are hidden, or market success comes with democratic erosion. Measure selection within institutions separately from survival and adoption between them.",
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "sections 4 and 8",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "sections 6 and 10",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 43, T7",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f22",
"work": "test_causality",
"label": "Test 8: can security inquiry contribute to less escalatory institutions?",
"note": "Prediction: a proposal survives critical review, is implemented by empowered actors and produces observable reciprocal compliance and less escalatory conduct without sacrificing protected rights. Defeated if only the discussion improves, powerful actors ignore the rules, or a coalition increases threats and armament. Require verification, accountability, rights protection and explicit review of escalatory effects.",
"source_refs": [
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 26,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 44, T8",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f08",
"work": "test_causality",
"label": "Test 9: do voice participation and the field-learning loop improve real deliberation?",
"note": "Prediction: against a conversational baseline, the group handles important assumptions and decisions better without reduced participation or unapproved collection, and approved learning material leads to a separately tested improvement. Defeated if latency or interruption reduces participation, the AI becomes an authority, or no benefit outlasts conversational appeal. Keep human interruption and correction, voluntary participation, confidentiality and separate permission for any training use.",
"source_refs": [
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "bindings",
"locator": "section 13.2.2",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 44, T9",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f14",
"work": "test_causality",
"label": "Test 10: does justified trust become a practical institutional advantage?",
"note": "Prediction: where people have feasible alternatives and comparable service, trustworthy conduct supports voluntary participation, sustained cooperation and useful contributions while member agency stays intact. Defeated if reported confidence rises without warranted conduct, people cannot really choose, or resources and authority concentrate despite adoption. Record conduct, confidence, freedom to choose, cooperation and decision rights separately, and do not infer justice from market success.",
"source_refs": [
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "sections 3–4 and 9",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "section 6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 44, T10",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-rel-f17",
"work": "examine_assumption",
"label": "Is changing which institutions get selected the deepest leverage available?",
"note": "Show whether a capability, governance or material change improves durable humane outcomes more than a human-development, institutional or non-AI comparator. Leif argues AI may be the deepest leverage point; Robert locates it in the power to transcend paradigms, and Leif has asked him to confirm or correct that reading.",
"source_refs": [
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 35,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 36,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 46, open claims",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-i03",
"work": "examine_assumption",
"label": "Is engagement with AI necessary for lasting emancipation?",
"note": "Identify the particular function and competitive threat, and compare adequate non-AI and optional-AI arrangements. Historical recurrence alone does not establish future necessity.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 46, open claims",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-i04",
"work": "examine_assumption",
"label": "Does philosophical coherence give a computational or energy advantage?",
"note": "This needs matched useful-task and resource measurements on reproducible variants, with performance, inference effort, hardware and total costs kept distinct.",
"source_refs": [
{
"source_id": "bindings",
"locator": "sections 11.4 and 13",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 46, open claims",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-i06",
"work": "examine_assumption",
"label": "Does a distributed architecture resist all three structural fates?",
"note": "Exercise actual dependencies, control rights, update integrity, loss of participants and credible capture routes; replace claims of immunity with bounded, demonstrated resilience.",
"source_refs": [
{
"source_id": "bindings",
"locator": "chapter 4 and section 13.2.4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 46, open claims",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-i08",
"work": "examine_assumption",
"label": "Can AI research change the energy transition in time?",
"note": "Track readiness and deployment at service scale, with financing, manufacturing, materials, ownership and continuing provision.",
"source_refs": [
{
"source_id": "forum",
"post": 33,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 47, open claims",
"basis": "reconstruction"
}
]
},
{
"ref": "g2-f-a01",
"work": "examine_assumption",
"label": "Does reflective or spiritual maturity cause enduring institutional change?",
"note": "Observe actual behaviour and power over time, keeping inner experience, reported development, governance changes and survival apart.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 35,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 36,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 47, open claims",
"basis": "reconstruction"
}
]
}
]
},
"prerequisite": {
"nodes": [
{
"id": "g2-p-case",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "A bounded host, problem, affected people, intended outcome and protected conditions are agreed.",
"label": "A bounded host, problem, affected people, intended outcome and protected conditions are agreed.",
"implements": [
"g2-f-i01",
"g2-f-guidance",
"g2-f-i03",
"g2-f-i06",
"g2-f-i08",
"g2-f-i09"
],
"source_refs": [
{
"source_id": "forum",
"post": 17,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 35, P01",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-gap",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "No host, problem, affected group or intended outcome has yet been jointly chosen for the proposed collaboration.",
"label": "No host, problem or affected group has yet been jointly chosen for the collaboration.",
"source_refs": [
{
"source_id": "forum",
"post": 17,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 35, P01, obstacle (D)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p02",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "Existing assets, workflow, available capabilities, dependencies and costs for that case are known.",
"label": "Existing assets, workflow, available capabilities, dependencies and costs for that case are known.",
"implements": [
"g2-f-guidance",
"g2-f-i03",
"g2-f-i05",
"g2-f-i08",
"g2-f-n05-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 35, P02",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p02-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "The selected host’s actual workflow, assets, dependencies and costs are not yet inventoried.",
"label": "The selected host’s actual workflow, assets, dependencies and costs are not yet inventoried.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 35, P02, obstacle (D)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-protocol",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "Baseline, relevant comparison, outcome measures, harm limits and review conditions are agreed.",
"label": "Baseline, relevant comparison, outcome measures, harm limits and review conditions are agreed.",
"implements": [
"g2-f-i01",
"g2-f-guidance",
"g2-f-i04",
"g2-f-i05",
"g2-f-i06",
"g2-f-i07",
"g2-f-i08",
"g2-f-i09",
"g2-f-i10",
"g2-f-n01-remedy",
"g2-f-protections",
"g2-f-n06-remedy",
"g2-f-n07-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 35, P03",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p03-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "The proposed comparative economic, relational and institutional effects have not yet been measured.",
"label": "The proposed comparative economic, relational and institutional effects have not yet been measured.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 35, P03, obstacle (D)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p04",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "The decision rights, participation, correction and accountability arrangements relevant to the chosen practice are workable and accepted; confidentiality, human support and learning-data permissions are established wherever those activities occur.",
"label": "Decision rights, accountability, confidentiality, human support and data permissions are settled.",
"implements": [
"g2-f-i01",
"g2-f-guidance",
"g2-f-i03",
"g2-f-i04",
"g2-f-i05",
"g2-f-i06",
"g2-f-i09",
"g2-f-i10",
"g2-f-n02-remedy",
"g2-f-protections",
"g2-f-n04-remedy",
"g2-f-n07-remedy",
"g2-f-n08-remedy",
"g2-f-n11-remedy",
"g2-f-n14-remedy"
],
"source_refs": [
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "last-first",
"locator": "sections 3–6",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 36, P04",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p04-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Where a sponsor or operator can impose participation, inspect private disputes or use outputs as unchallengeable authority, the proposed practice would reproduce domination.",
"label": "If a sponsor can impose participation or read private disputes, the practice reproduces domination.",
"source_refs": [
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 36, P04, obstacle (S)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p05",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "The relevant host has committed accountable people, authority, time, skills and a bounded budget.",
"label": "The relevant host has committed accountable people, authority, time, skills and a bounded budget.",
"implements": [
"g2-f-i01",
"g2-f-guidance",
"g2-f-i03",
"g2-f-i05",
"g2-f-i06",
"g2-f-i08",
"g2-f-i09"
],
"source_refs": [
{
"source_id": "forum",
"post": 17,
"author": "leif",
"basis": "related"
},
{
"source_id": "bindings",
"locator": "section 17.4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 36, P05",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p05-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Where no authorised participant has allocated the required time, competence or resources, the selected trial cannot occur.",
"label": "If no authorised participant commits time, competence or resources, the trial cannot happen.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 36, P05, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p06",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "A repeatable reflective-inquiry procedure is ready and can challenge the preferred interpretation.",
"label": "A repeatable reflective-inquiry procedure is ready and can challenge the preferred interpretation.",
"implements": [
"g2-f-i01",
"g2-f-i04",
"g2-f-n01-remedy",
"g2-f-n04-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 36,
"author": "leif",
"basis": "related"
},
{
"source_id": "last-first",
"locator": "section 5",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 36, P06",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p06-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Unstructured or leading dialogue cannot distinguish transferable judgment from agreement with the facilitator or a preferred ontology.",
"label": "Leading dialogue cannot tell transferable judgment from agreement with the facilitator.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 36, P06, obstacle (R)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p07",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "The existing conflict-guidance application fits the selected workflow, with trained human responsibility and an appropriate fallback.",
"label": "The existing conflict-guidance app fits the workflow, with trained human support and a fallback.",
"implements": [
"g2-f-guidance",
"g2-f-n02-remedy",
"g2-f-protections"
],
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 36, P07",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p07-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Where the application does not fit access, language, competence, confidentiality or difficult-case requirements, availability of the prototype does not make guidance usable.",
"label": "If the app does not fit access, language, confidentiality or hard cases, having it does not help.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 36, P07, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-trial",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "An authorised bounded trial has produced traceable observations under a credible comparison.",
"label": "An authorised bounded trial has produced traceable observations under a credible comparison.",
"implements": [
"g2-f-i01",
"g2-f-guidance"
],
"source_refs": [
{
"source_id": "forum",
"post": 9,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 18,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 36, P08",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p08-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "No observations yet compare actual behaviour, conflict costs and institutional effects.",
"label": "No observations yet compare actual behaviour, conflict costs and institutional effects.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 36, P08, obstacle (D)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p09",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "Independent review supports a bounded continuation decision under the agreed benefit and harm criteria.",
"label": "Independent review supports a bounded continuation under the agreed benefit and harm criteria.",
"implements": [
"g2-f-i01",
"g2-f-guidance",
"g2-f-i10",
"g2-f-protections",
"g2-f-n04-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 37, P09",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p09-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Without review that can reject the favoured interpretation, appealing conversations or selected cases cannot justify institutional adoption.",
"label": "Without a review able to reject it, appealing conversations cannot justify institutional adoption.",
"source_refs": [
{
"source_id": "forum",
"post": 20,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 37, P09, obstacle (R)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p10",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "Ordinary operation sustains the benefit, member control, ownership of support and acceptable continuing cost.",
"label": "Ordinary operation sustains the benefit, member control and an acceptable continuing cost.",
"implements": [
"g2-f-i01",
"g2-f-guidance",
"g2-f-i10",
"g2-f-n11-remedy"
],
"source_refs": [
{
"source_id": "last-first",
"locator": "section 8",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "sections 9–10",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 37, P10",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p10-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Where operation depends on an unfunded founder, temporary research facilitation or an unaccountable operator, a useful pilot cannot become a durable democratic practice.",
"label": "A pilot reliant on an unfunded founder or unaccountable operator cannot become a durable practice.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 37, P10, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p11",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "Essential AI-assisted functions have explicit quality, cost, energy, availability, data-control and exit requirements.",
"label": "AI-assisted functions have explicit quality, cost, energy, data-control and exit requirements.",
"implements": [
"g2-f-i03",
"g2-f-i08",
"g2-f-n05-remedy",
"g2-f-n06-remedy",
"g2-f-n15-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 37, P11",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p11-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Local, cloud or non-AI alternatives cannot be compared meaningfully while the essential service and acceptable dependencies remain unspecified.",
"label": "Local, cloud and non-AI options cannot be compared until the essential service is specified.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 37, P11, obstacle (R)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p12",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "An appropriate accessible model, usable hardware, operating energy, rights of adaptation and a capable maintainer are secured.",
"label": "An accessible model, hardware, energy, adaptation rights and a capable maintainer are secured.",
"implements": [
"g2-f-i03",
"g2-f-i04",
"g2-f-n05-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "bindings",
"locator": "sections 13.2.1 and 17.3–17.4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 37, P12",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p12-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Where a required capability, permission, device, energy supply or maintainer is inaccessible, the proposed local operation is not feasible.",
"label": "Local operation fails while a needed model, permission, device, energy or maintainer is missing.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 37, P12, obstacle (S)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p13",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "A local or community-controlled service demonstrably meets the requirements at measured whole cost.",
"label": "A local or community-controlled service demonstrably meets the requirements at measured whole cost.",
"implements": [
"g2-f-i03",
"g2-f-n05-remedy",
"g2-f-n06-remedy",
"g2-f-n15-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 37, P13",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p13-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Where accessible local capability fails the task or consumes unaffordable operating resources, ownership alone does not provide a viable alternative.",
"label": "If local capability fails the task or costs too much to run, ownership alone is no alternative.",
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 37, P13, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p14",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "Provider interruption, migration, operator loss and practical fallback have been exercised within the acceptable service limits.",
"label": "Provider loss, migration, operator loss and fallback have been rehearsed within service limits.",
"implements": [
"g2-f-i03",
"g2-f-i10",
"g2-f-n04-remedy",
"g2-f-n05-remedy",
"g2-f-n15-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 37, P14",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p14-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "A community can own a device yet remain unable to continue, move or repair its essential function when access or expertise is lost.",
"label": "A community can own a device yet be unable to keep, move or repair its function when access is lost.",
"source_refs": [
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 37, P14, obstacle (R)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p15",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "The community-controlled service remains useful, maintainable and accountable in ordinary operation.",
"label": "The community-controlled service remains useful, maintainable and accountable in ordinary operation.",
"implements": [
"g2-f-i03",
"g2-f-i10",
"g2-f-n05-remedy",
"g2-f-n15-remedy"
],
"source_refs": [
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 38, P15",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p15-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Short demonstrations do not establish continuing autonomy when maintenance, costs, essential inputs or decision rights deteriorate.",
"label": "Short demonstrations do not show lasting autonomy as maintenance, costs or decision rights erode.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 38, P15, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p16",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "A consented, varied and inspectable learning dataset and held-out evaluation set exist.",
"label": "A consented, varied and inspectable learning dataset and held-out evaluation set exist.",
"implements": [
"g2-f-i04",
"g2-f-i05",
"g2-f-n01-remedy",
"g2-f-n02-remedy",
"g2-f-n09-remedy"
],
"source_refs": [
{
"source_id": "bindings",
"locator": "section 13.2.1",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "section 9",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 38, P16",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p16-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Selected breakthrough traces can encode a facilitator’s assumptions, and private field discussions may not be available for training.",
"label": "Selected traces can encode a facilitator’s assumptions, and private discussions may be off limits.",
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{
"source_id": "analysis-v2",
"locator": "p. 38, P16, obstacle (R)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p17",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "An adapted model can be reproduced, compared and rolled back without losing the baseline.",
"label": "An adapted model can be reproduced, compared and rolled back without losing the baseline.",
"implements": [
"g2-f-i04",
"g2-f-n09-remedy"
],
"source_refs": [
{
"source_id": "bindings",
"locator": "section 13.2.1",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 38, P17",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p17-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "A changed response style alone does not show what was changed or whether useful capabilities regressed.",
"label": "A changed response style does not show what changed or whether useful capabilities regressed.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 38, P17, obstacle (R)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p18",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "Independent tests establish which adaptation benefits, regressions and resource effects actually occur.",
"label": "Independent tests show which adaptation benefits, regressions and resource effects actually occur.",
"implements": [
"g2-f-i04",
"g2-f-n01-remedy",
"g2-f-n09-remedy",
"g2-f-n14-remedy"
],
"source_refs": [
{
"source_id": "bindings",
"locator": "sections 11.4, 13.1, 13.5 and 17.1",
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},
{
"source_id": "analysis-v2",
"locator": "p. 38, P18",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p18-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Claims that philosophical coherence lowers computation or energy and yields reliable benevolence have not been demonstrated under controlled tests.",
"label": "Claims that coherence lowers energy use and yields reliable benevolence are untested under controls.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 38, P18, obstacle (D)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p19",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "AI voice participation is workable, interruptible and acceptable in the selected real conversation.",
"label": "AI voice participation is workable, interruptible and acceptable in the selected real conversation.",
"implements": [
"g2-f-i05",
"g2-f-n02-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "related"
},
{
"source_id": "bindings",
"locator": "section 13.2.2",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 38, P19",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p19-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Where turn-taking, latency, access or private-data handling disrupt participation, a speech pipeline does not yet provide constructive group involvement.",
"label": "Where latency, turn-taking or data handling disrupt the talk, a voice pipeline does not yet help.",
"source_refs": [
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 38, P19, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p20",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "Comparative observations establish the effect of voice participation and identify consented improvements for the next cycle.",
"label": "Comparative observations show the effect of voice participation and consented improvements.",
"implements": [
"g2-f-i05"
],
"source_refs": [
{
"source_id": "forum",
"post": 23,
"author": "leif",
"basis": "related"
},
{
"source_id": "bindings",
"locator": "section 13.2.2",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 38, P20",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p20-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "It has not yet been shown that voice participation improves group judgment, or that material captured from it can be reused with permission.",
"label": "It is not yet shown that voice participation improves judgment or that its material can be reused.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 38, P20, obstacle (D)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p21",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "At least two autonomous participants have agreed a specific shared task, authority boundaries, contribution rules and exit rights.",
"label": "Two or more autonomous participants agree a shared task, authority limits, contributions and exit.",
"implements": [
"g2-f-i06",
"g2-f-n08-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 28,
"author": "robert",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "bindings",
"locator": "section 13.2.4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 39, P21",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p21-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "A desire for federation does not establish whose resource is shared or who may decide, pay, change or leave.",
"label": "Wanting federation does not settle whose resource is shared or who may decide, pay or leave.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 39, P21, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p22",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "A bounded shared service works across the participating nodes with compatible interfaces and restricted data exchange.",
"label": "A bounded shared service works across nodes with compatible interfaces and restricted data exchange.",
"implements": [
"g2-f-i06",
"g2-f-n09-remedy"
],
"source_refs": [
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "bindings",
"locator": "section 13.2.4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 39, P22",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p22-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Incompatible workflows or data and update rules can force coordination back through a central operator.",
"label": "Incompatible workflows or update rules can force coordination back through a central operator.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 39, P22, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p23",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "Failure, capture, exclusion and update tests show that no single operator can silently take over the shared function.",
"label": "Failure and capture tests show no single operator can silently take over the shared function.",
"implements": [
"g2-f-i06",
"g2-f-i10",
"g2-f-n08-remedy",
"g2-f-n09-remedy",
"g2-f-n14-remedy"
],
"source_refs": [
{
"source_id": "bindings",
"locator": "sections 13.2.4–13.6",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 39, P23",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p23-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "A distributed topology or reputation label alone does not demonstrate resistance to concentrated influence, bad updates or hidden control.",
"label": "A distributed topology or reputation label alone does not show resistance to capture or bad updates.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 39, P23, obstacle (R)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p24",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "The shared arrangement provides a measurable coordination benefit while preserving substantive member autonomy.",
"label": "The shared arrangement gives a measurable coordination benefit while preserving member autonomy.",
"implements": [
"g2-f-i06",
"g2-f-i10",
"g2-f-n08-remedy",
"g2-f-n11-remedy"
],
"source_refs": [
{
"source_id": "paradox",
"locator": "section 7",
"basis": "cited"
},
{
"source_id": "last-first",
"locator": "section 4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 39, P24",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p24-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "A working network may add overhead or centralise authority without closing a real coordination gap.",
"label": "A working network may add overhead or centralise authority without closing a real coordination gap.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 39, P24, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p25",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "The essential energy and material services, seasonal requirements, risks, ownership and ecological limits are specified.",
"label": "Essential energy and material services, seasonal needs, risks, ownership and limits are specified.",
"implements": [
"g2-f-i08",
"g2-f-n06-remedy",
"g2-f-n07-remedy",
"g2-f-n12-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
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},
{
"source_id": "forum",
"post": 30,
"author": "robert",
"basis": "related"
},
{
"source_id": "carbon-pulse",
"locator": "useful energy services",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 39, P25",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p25-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "No essential energy or material service requirement has yet been selected, so discovery claims cannot show the actual remaining limitation.",
"label": "No essential energy service is selected yet, so discovery claims cannot show the real limitation.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 39, P25, obstacle (D)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p26",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "The selected material or energy solution has physical evidence at the maturity needed for the proposed service.",
"label": "The selected energy or material solution has physical evidence at the maturity the service needs.",
"implements": [
"g2-f-i08",
"g2-f-n12-remedy"
],
"source_refs": [
{
"source_id": "carbon-pulse",
"locator": "maturity stages",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 40, P26",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p26-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "An AI prediction or laboratory result cannot establish a deployable energy or material service.",
"label": "An AI prediction or laboratory result cannot establish a deployable energy or material service.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 40, P26, obstacle (S)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p27",
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"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "Engineering, manufacturing, finance, supply, installation, maintenance and accountable ownership are feasible for the selected solution.",
"label": "Engineering, manufacturing, finance, supply, maintenance and accountable ownership are feasible.",
"implements": [
"g2-f-i08",
"g2-f-n12-remedy"
],
"source_refs": [
{
"source_id": "carbon-pulse",
"locator": "deployment",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 40, P27",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p27-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "A technically promising result may be blocked by production, infrastructure, capital, materials or control over essential inputs.",
"label": "A promising result can be blocked by production, infrastructure, capital or control of inputs.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 40, P27, obstacle (S)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p28",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "The deployed service meets reliability, affordability, ecological and control requirements, with a viable disruption response.",
"label": "The deployed service is reliable, affordable and within limits, with a viable disruption response.",
"implements": [
"g2-f-i08",
"g2-f-n06-remedy",
"g2-f-n07-remedy",
"g2-f-n12-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "carbon-pulse",
"locator": "essential services",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 40, P28",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p28-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "A transition that arrives too late or increases total resource pressure can weaken essential provision and autonomy.",
"label": "A transition that comes too late or raises total resource pressure can weaken essential provision.",
"source_refs": [
{
"source_id": "forum",
"post": 34,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 40, P28, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p29",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "An adequate independent-test package describes the selected procedure, resources, costs, known failures, governance, evidence and remaining assumptions.",
"label": "An honest test package describes the procedure, resources, costs, failures, governance and evidence.",
"implements": [
"g2-f-i07",
"g2-f-n10-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "last-first",
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},
{
"source_id": "paradox",
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},
{
"source_id": "analysis-v2",
"locator": "p. 40, P29",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p29-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "A text trace, model file or inspiring account omits what another community needs to enact the practice.",
"label": "A trace, model file or inspiring account omits what another community needs to enact the practice.",
"source_refs": [
{
"source_id": "forum",
"post": 19,
"author": "robert",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 40, P29, obstacle (S)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p30",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "An independent receiving site has people, resources, governance and the ability to adapt and evaluate the practice.",
"label": "A receiving site has the people, resources and governance to adapt and evaluate the practice.",
"implements": [
"g2-f-i07",
"g2-f-n10-remedy"
],
"source_refs": [
{
"source_id": "last-first",
"locator": "section 8",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 40, P30",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p30-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "Where the receiving community lacks these particular conditions, distributing instructions cannot create functioning institutional life.",
"label": "Without these conditions at the receiving site, instructions cannot create working institutions.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 40, P30, obstacle (X)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p31",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "intermediate_objective",
"text": "An independent team reproduces the relevant benefits within its own cost, autonomy and harm limits.",
"label": "An independent team reproduces the relevant benefits within its own cost, autonomy and harm limits.",
"implements": [
"g2-f-i07",
"g2-f-n10-remedy"
],
"source_refs": [
{
"source_id": "last-first",
"locator": "section 8",
"basis": "cited"
},
{
"source_id": "paradox",
"locator": "section 10",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 41, P31",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p31-obstacle",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "obstacle",
"text": "An originator-supported success does not establish independent reproducibility or contextual transfer.",
"label": "An originator-supported success does not show independent reproducibility or transfer.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 41, P31, obstacle (D)",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p32",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "objective",
"text": "Evidence across time and sites distinguishes external success from internal mission retention and supports correction.",
"label": "Evidence across time and sites separates external success from internal mission retention.",
"implements": [
"g2-f-i07",
"g2-f-i10",
"g2-f-n07-remedy",
"g2-f-n08-remedy",
"g2-f-n11-remedy"
],
"source_refs": [
{
"source_id": "forum",
"post": 29,
"author": "leif",
"basis": "related"
},
{
"source_id": "paradox",
"locator": "sections 1–6 and 10",
"basis": "cited"
},
{
"source_id": "last-first",
"locator": "section 4",
"basis": "cited"
},
{
"source_id": "analysis-v2",
"locator": "p. 41, P32",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-p32-obstacle",
"status": "proposed",
"accepted_by": [],
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],
"kind": "obstacle",
"text": "Market share, adoption or efficiency can rise while member influence, justified trust or ecological viability falls.",
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{
"source_id": "forum",
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},
{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-p-p33",
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"name": "AI assistant",
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}
],
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"text": "A representative group has defined a security problem, reciprocal threat perceptions and rights that must be protected.",
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"g2-f-i09",
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"source_id": "forum",
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"source_id": "analysis-v2",
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]
},
{
"id": "g2-p-p33-obstacle",
"status": "proposed",
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"name": "AI assistant",
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],
"kind": "obstacle",
"text": "A generic appeal to peace does not establish the feedback mechanisms or legitimate protections a proposal must address.",
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{
"source_id": "forum",
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{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-p-p34",
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"name": "AI assistant",
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}
],
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"text": "A critically reviewed institutional proposal addresses verification, enforcement, power asymmetries and prior institutional failures.",
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"g2-f-i09",
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{
"source_id": "forum",
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"source_id": "analysis-v2",
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]
},
{
"id": "g2-p-p34-obstacle",
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{
"name": "AI assistant",
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}
],
"kind": "obstacle",
"text": "Rules that depend on voluntary compliance by powerful actors may fail precisely when restraint is inconvenient.",
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{
"source_id": "forum",
"post": 26,
"author": "leif",
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{
"source_id": "analysis-v2",
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}
]
},
{
"id": "g2-p-p35",
"status": "proposed",
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"name": "AI assistant",
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}
],
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"text": "Actors with relevant authority have implemented a bounded reciprocal arrangement with accountability and checks against escalation.",
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"g2-f-i10",
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"source_id": "forum",
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{
"source_id": "analysis-v2",
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]
},
{
"id": "g2-p-p35-obstacle",
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],
"kind": "obstacle",
"text": "An intellectually attractive proposal has no direct effect on arms or state behaviour without decisions by empowered actors.",
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"source_id": "analysis-v2",
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]
},
{
"id": "g2-p-p36",
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"name": "AI assistant",
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}
],
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"text": "Observed conduct supports a judgment about security, rights, defection and escalation under the arrangement.",
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"g2-f-i09",
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"source_id": "analysis-v2",
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]
},
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"name": "AI assistant",
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}
],
"kind": "obstacle",
"text": "A new coalition or stronger deterrent can increase threats rather than reduce them; agreement alone does not establish the outcome.",
"label": "A coalition or stronger deterrent can raise threats; agreement alone does not secure the outcome.",
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{
"source_id": "forum",
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"author": "leif",
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{
"source_id": "forum",
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"author": "robert",
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"source_id": "analysis-v2",
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}
]
}
],
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]
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]
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},
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]
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]
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],
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},
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"text": "Only when voice participation is the practice being trialled.",
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}
]
},
{
"id": "g2-p-rel-p34",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-p-p33"
],
"to": "g2-p-p34",
"relation": "necessary_for",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 41, P34, necessary predecessors",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-rel-p35-overcomes",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-p-p35"
],
"to": "g2-p-p35-obstacle",
"relation": "overcomes",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 41, P35",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-rel-p35",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-p-p34",
"g2-p-p04"
],
"to": "g2-p-p35",
"relation": "necessary_for",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 41, P35, necessary predecessors",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-rel-p36-overcomes",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-p-p36"
],
"to": "g2-p-p36-obstacle",
"relation": "overcomes",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 41, P36",
"basis": "reconstruction"
}
]
},
{
"id": "g2-p-rel-p36",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-p-p35",
"g2-p-protocol"
],
"to": "g2-p-p36",
"relation": "necessary_for",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 41, P36, necessary predecessors",
"basis": "reconstruction"
}
]
}
],
"backlog": [
{
"ref": "g2-p-gap",
"work": "connect_or_explain",
"label": "Verify the actual host's obstacles rather than assuming missing details are missing capacity.",
"note": "The PDF distinguishes documented gaps, source-defined risks, reconstructed requirements and conditions to check locally (D/S/R/X). This statement concerns evidence in the supplied record, not proof that no willing host or resources exist."
},
{
"ref": "g2-p-protocol",
"work": "connect_or_explain",
"label": "Agree measures, responsibilities, resources and a person who can assess the outcomes.",
"note": "No owner, budget, baseline, target, date or feedback commitment is assigned here. A trial is not ready until the affected people confirm these conditions. Future benefit and harm feedback should preserve both original expectations."
},
{
"ref": "g2-p-p02-obstacle",
"work": "check_locally",
"label": "Gap in the shared record: check the actual status."
},
{
"ref": "g2-p-p03-obstacle",
"work": "check_locally",
"label": "Gap in the shared record: check the actual status."
},
{
"ref": "g2-p-p04-obstacle",
"work": "check_locally",
"label": "A risk named in the sources: check whether it applies at the host."
},
{
"ref": "g2-p-p05-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p06-obstacle",
"work": "check_locally",
"label": "A requirement reconstructed by the analysis: confirm it is needed."
},
{
"ref": "g2-p-p07-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p08-obstacle",
"work": "check_locally",
"label": "Gap in the shared record: check the actual status."
},
{
"ref": "g2-p-p09-obstacle",
"work": "check_locally",
"label": "A requirement reconstructed by the analysis: confirm it is needed."
},
{
"ref": "g2-p-p10-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p11-obstacle",
"work": "check_locally",
"label": "A requirement reconstructed by the analysis: confirm it is needed."
},
{
"ref": "g2-p-p12-obstacle",
"work": "check_locally",
"label": "A risk named in the sources: check whether it applies at the host."
},
{
"ref": "g2-p-p13-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p14-obstacle",
"work": "check_locally",
"label": "A requirement reconstructed by the analysis: confirm it is needed."
},
{
"ref": "g2-p-p15-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p16-obstacle",
"work": "check_locally",
"label": "A requirement reconstructed by the analysis: confirm it is needed."
},
{
"ref": "g2-p-p17-obstacle",
"work": "check_locally",
"label": "A requirement reconstructed by the analysis: confirm it is needed."
},
{
"ref": "g2-p-p18-obstacle",
"work": "check_locally",
"label": "Gap in the shared record: check the actual status."
},
{
"ref": "g2-p-p19-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p20-obstacle",
"work": "check_locally",
"label": "Gap in the shared record: check the actual status."
},
{
"ref": "g2-p-p21-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p22-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p23-obstacle",
"work": "check_locally",
"label": "A requirement reconstructed by the analysis: confirm it is needed."
},
{
"ref": "g2-p-p24-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p25-obstacle",
"work": "check_locally",
"label": "Gap in the shared record: check the actual status."
},
{
"ref": "g2-p-p26-obstacle",
"work": "check_locally",
"label": "A risk named in the sources: check whether it applies at the host."
},
{
"ref": "g2-p-p27-obstacle",
"work": "check_locally",
"label": "A risk named in the sources: check whether it applies at the host."
},
{
"ref": "g2-p-p28-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p29-obstacle",
"work": "check_locally",
"label": "A risk named in the sources: check whether it applies at the host."
},
{
"ref": "g2-p-p30-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p31-obstacle",
"work": "check_locally",
"label": "Gap in the shared record: check the actual status."
},
{
"ref": "g2-p-p32-obstacle",
"work": "check_locally",
"label": "A risk named in the sources: check whether it applies at the host."
},
{
"ref": "g2-p-p33-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
},
{
"ref": "g2-p-p34-obstacle",
"work": "check_locally",
"label": "A risk named in the sources: check whether it applies at the host."
},
{
"ref": "g2-p-p35-obstacle",
"work": "check_locally",
"label": "A requirement reconstructed by the analysis: confirm it is needed."
},
{
"ref": "g2-p-p36-obstacle",
"work": "check_locally",
"label": "Check at the host whether this obstacle exists."
}
]
},
"transition": {
"nodes": [
{
"id": "g2-t-a1-condition",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "existing_condition",
"text": "The analysis has assets and proposals but no confirmed operational case.",
"label": "The analysis has assets and proposals but no confirmed operational case.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-select",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "action",
"text": "Select one willing host and one function, and confirm what is already operating.",
"label": "Select one willing host and one function, and confirm what is already operating.",
"implements": [
"g2-p-case",
"g2-p-p02"
],
"source_refs": [
{
"source_id": "forum",
"post": 17,
"author": "leif",
"basis": "related"
},
{
"source_id": "forum",
"post": 13,
"author": "leif",
"basis": "related"
},
{
"source_id": "analysis-v2",
"locator": "p. 45, A1",
"basis": "reconstruction"
}
],
"proposed_role": "Proposed host and research lead"
},
{
"id": "g2-t-case",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "expected_effect",
"text": "The bounded case and its factual starting conditions are documented.",
"label": "The bounded case and its factual starting conditions are documented.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a2-condition",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "existing_condition",
"text": "A bounded case is selected.",
"label": "A bounded case is selected.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a2-action",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "action",
"text": "Check each candidate obstacle against the actual workflow, authority, resources and dependencies, and mark each present, absent or unknown.",
"label": "Check each candidate obstacle against the actual workflow and mark it present, absent or unknown.",
"implements": [
"g2-p-p02"
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A2",
"basis": "reconstruction"
}
],
"proposed_role": "Host representatives and operators"
},
{
"id": "g2-t-a2-effect",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "expected_effect",
"text": "A factual obstacle register exists, with irrelevant barriers removed.",
"label": "A factual obstacle register exists, with irrelevant barriers removed.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a3-condition",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "existing_condition",
"text": "The current case and affected people are known.",
"label": "The current case and affected people are known.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a3-action",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "action",
"text": "Agree benefit measures, comparisons, protected conditions and the authority and data arrangements.",
"label": "Agree benefit measures, comparisons, protected conditions and the authority and data arrangements.",
"implements": [
"g2-p-protocol",
"g2-p-p04"
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A3",
"basis": "reconstruction"
}
],
"proposed_role": "Participants, facilitator and an independent reviewer"
},
{
"id": "g2-t-a3-effect",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "expected_effect",
"text": "A reviewable bounded trial specification exists, with measures, comparisons, protections and authority arrangements.",
"label": "A reviewable bounded trial specification exists, with measures, protections and authority.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a4-condition",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "existing_condition",
"text": "The trial requirements and a potential host are known.",
"label": "The trial requirements and a potential host are known.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a4-action",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "action",
"text": "Secure people, time and resources, and check the existing procedure and tool against the workflow.",
"label": "Secure people, time and resources, and check the existing procedure and tool against the workflow.",
"implements": [
"g2-p-p05",
"g2-p-p06",
"g2-p-p07",
"g2-p-p19"
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A4",
"basis": "reconstruction"
}
],
"proposed_role": "Host sponsor, facilitator and technical maintainer"
},
{
"id": "g2-t-a4-effect",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "expected_effect",
"text": "People, time and resources are committed, and the procedure or tool for the chosen practice is ready.",
"label": "People, time and resources are committed, and the procedure or tool is ready.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a5-condition",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "existing_condition",
"text": "The practice is runnable and authorised under explicit limits.",
"label": "The practice is runnable and authorised under explicit limits.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A5",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a5-action",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "action",
"text": "Run the bounded comparison and record benefits, adverse effects, operating costs and actual decision rights.",
"label": "Run the bounded comparison and record benefits, harms, operating costs and actual decision rights.",
"implements": [
"g2-p-trial",
"g2-p-p09"
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A5",
"basis": "reconstruction"
}
],
"proposed_role": "Trial operators and an independent reviewer"
},
{
"id": "g2-t-a5-effect",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "expected_effect",
"text": "Traceable observations exist for the agreed review.",
"label": "Traceable observations exist for the agreed review.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A5",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a6-condition",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "existing_condition",
"text": "The review supports bounded continuation.",
"label": "The review supports bounded continuation.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A6",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a6-action",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "action",
"text": "Establish continuing operation and, where dependencies are consequential, test local alternatives and fallback.",
"label": "Establish continuing operation and, where dependencies matter, test local alternatives and fallback.",
"implements": [
"g2-p-p10",
"g2-p-p11",
"g2-p-p12",
"g2-p-p13",
"g2-p-p14",
"g2-p-p15"
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A6",
"basis": "reconstruction"
}
],
"proposed_role": "Host and service maintainer"
},
{
"id": "g2-t-a6-effect",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "expected_effect",
"text": "Ordinary operation continues, with local alternatives and fallback tested where needed.",
"label": "Ordinary operation continues, with local alternatives and fallback tested where needed.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A6",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a7-condition",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "existing_condition",
"text": "A bounded practice is sufficiently specified for independent testing.",
"label": "A bounded practice is sufficiently specified for independent testing.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A7",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a7-action",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "action",
"text": "Prepare an honest transfer package and support an independent receiving site.",
"label": "Prepare an honest transfer package and support an independent receiving site.",
"implements": [
"g2-p-p29",
"g2-p-p30",
"g2-p-p31"
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A7",
"basis": "reconstruction"
}
],
"proposed_role": "Originating and receiving groups"
},
{
"id": "g2-t-a7-effect",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "expected_effect",
"text": "An independent site tests the practice with its own people and accountability.",
"label": "An independent site tests the practice with its own people and accountability.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A7",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a8-condition",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "existing_condition",
"text": "More than one site operates the practice or a shared function.",
"label": "More than one site operates the practice or a shared function.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A8",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-a8-action",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "action",
"text": "Review external effectiveness and internal power separately, and revise the practice, governance or scaling decision.",
"label": "Review external effectiveness and internal power separately, and revise the practice or its scale.",
"implements": [
"g2-p-p32"
],
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A8",
"basis": "reconstruction"
}
],
"proposed_role": "Member representatives and independent evaluators"
},
{
"id": "g2-t-a8-effect",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"kind": "expected_effect",
"text": "External success and internal integrity are tracked separately and acted on.",
"label": "External success and internal integrity are tracked separately and acted on.",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A8",
"basis": "reconstruction"
}
]
}
],
"links": [
{
"id": "g2-t-rel-case",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-t-a1-condition",
"g2-t-select"
],
"to": "g2-t-case",
"relation": "produces",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A1",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-rel-a2",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-t-a2-condition",
"g2-t-a2-action"
],
"to": "g2-t-a2-effect",
"relation": "produces",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A2",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-rel-a3",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-t-a3-condition",
"g2-t-a3-action"
],
"to": "g2-t-a3-effect",
"relation": "produces",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A3",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-rel-a4",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-t-a4-condition",
"g2-t-a4-action"
],
"to": "g2-t-a4-effect",
"relation": "produces",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A4",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-rel-a5",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-t-a5-condition",
"g2-t-a5-action"
],
"to": "g2-t-a5-effect",
"relation": "produces",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A5",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-rel-a6",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-t-a6-condition",
"g2-t-a6-action"
],
"to": "g2-t-a6-effect",
"relation": "produces",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A6",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-rel-a7",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-t-a7-condition",
"g2-t-a7-action"
],
"to": "g2-t-a7-effect",
"relation": "produces",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A7",
"basis": "reconstruction"
}
]
},
{
"id": "g2-t-rel-a8",
"status": "proposed",
"accepted_by": [],
"contributors": [
{
"name": "AI assistant",
"role": "assistant"
}
],
"from": [
"g2-t-a8-condition",
"g2-t-a8-action"
],
"to": "g2-t-a8-effect",
"relation": "produces",
"source_refs": [
{
"source_id": "analysis-v2",
"locator": "p. 45, A8",
"basis": "reconstruction"
}
]
}
],
"backlog": [
{
"ref": "g2-t-select",
"work": "connect_or_explain",
"label": "Ask who wants to take responsibility for selecting the first case.",
"note": "This is a proposed action, not an invitation already sent or a commitment by Leif, Robert or any cooperative."
}
]
}
},
"feedback": [],
"history": [
{
"release_id": "2026-10-22.1",
"date": "2026-10-22",
"title": "First source reconstruction",
"summary": "A compact map prepared from two supplied analyses. Every statement and connection is proposed; no participant endorsement, assigned trial owner or observed outcome is recorded.",
"changes": [
{
"type": "added",
"refs": [
"g2-g-goal",
"g2-g-capability",
"g2-g-control",
"g2-g-future",
"g2-g-rel-capability",
"g2-g-rel-control",
"g2-g-rel-future",
"g2-r-load",
"g2-r-coordination",
"g2-r-centralisation",
"g2-r-rel-centralisation",
"g2-c-objective",
"g2-c-capability",
"g2-c-continuity",
"g2-c-depend",
"g2-c-optional",
"g2-c-rel-capability",
"g2-c-rel-continuity",
"g2-c-rel-depend",
"g2-c-rel-optional",
"g2-c-rel-conflict",
"g2-f-guidance",
"g2-f-protections",
"g2-f-benefit",
"g2-f-harm",
"g2-f-rel-benefit",
"g2-f-rel-harm",
"g2-p-trial",
"g2-p-case",
"g2-p-protocol",
"g2-p-gap",
"g2-p-rel-case",
"g2-p-rel-trial",
"g2-p-rel-gap",
"g2-t-select",
"g2-t-case",
"g2-t-rel-case"
],
"note": "Selected and paraphrased by the AI from the supplied analyses. Review the sources and assumptions before relying on the map."
}
]
},
{
"release_id": "2026-10-22.2",
"date": "2026-10-22",
"title": "Credits and all five conflicts",
"summary": "Every statement and connection now credits the forum posts or essays it draws on, linked to each post, and four more conflicts from the analysis join the first. Everything remains proposed; none of the people credited has reviewed the wording.",
"changes": [
{
"type": "added",
"refs": [
"g2-c-k1-objective",
"g2-c-k1-viability",
"g2-c-k1-control",
"g2-c-k1-concentrate",
"g2-c-k1-distribute",
"g2-c-k3-objective",
"g2-c-k3-deterrence",
"g2-c-k3-deescalation",
"g2-c-k3-expand",
"g2-c-k3-restrain",
"g2-c-k4-objective",
"g2-c-k4-provision",
"g2-c-k4-limits",
"g2-c-k4-throughput",
"g2-c-k4-constrain",
"g2-c-k5-objective",
"g2-c-k5-continuity",
"g2-c-k5-care",
"g2-c-k5-engineer",
"g2-c-k5-free",
"g2-c-k1-rel-viability",
"g2-c-k1-rel-control",
"g2-c-k1-rel-concentrate",
"g2-c-k1-rel-distribute",
"g2-c-k1-rel-conflict",
"g2-c-k3-rel-deterrence",
"g2-c-k3-rel-deescalation",
"g2-c-k3-rel-expand",
"g2-c-k3-rel-restrain",
"g2-c-k3-rel-conflict",
"g2-c-k4-rel-provision",
"g2-c-k4-rel-limits",
"g2-c-k4-rel-throughput",
"g2-c-k4-rel-constrain",
"g2-c-k4-rel-conflict",
"g2-c-k5-rel-continuity",
"g2-c-k5-rel-care",
"g2-c-k5-rel-engineer",
"g2-c-k5-rel-free",
"g2-c-k5-rel-conflict"
],
"note": "Four conflicts from the analysis, with its assumptions to test."
},
{
"type": "credited",
"refs": [
"g2-g-goal",
"g2-g-capability",
"g2-g-control",
"g2-g-future",
"g2-g-rel-capability",
"g2-g-rel-control",
"g2-g-rel-future",
"g2-r-load",
"g2-r-coordination",
"g2-r-centralisation",
"g2-r-rel-centralisation",
"g2-c-objective",
"g2-c-capability",
"g2-c-continuity",
"g2-c-depend",
"g2-c-optional",
"g2-c-rel-capability",
"g2-c-rel-continuity",
"g2-c-rel-depend",
"g2-c-rel-optional",
"g2-c-rel-conflict",
"g2-f-guidance",
"g2-f-protections",
"g2-f-benefit",
"g2-f-harm",
"g2-f-rel-benefit",
"g2-f-rel-harm",
"g2-p-trial",
"g2-p-case",
"g2-p-protocol",
"g2-p-gap",
"g2-p-rel-case",
"g2-p-rel-trial",
"g2-p-rel-gap",
"g2-t-select",
"g2-t-case",
"g2-t-rel-case"
],
"note": "Credited to the forum posts and essays it draws on."
}
]
},
{
"release_id": "2026-10-23.1",
"date": "2026-10-23",
"title": "The full trees",
"summary": "The rest of the analysis joins the map: the causal tree with its feedback loops, ten changes and their effects up to the goal, fifteen risks each with a remedy, the alternatives raised in the thread, thirty-six first steps and eight actions, all credited and all proposed. Fourteen statements take the analysis’s own wording, and one connection gives way to its chain of effects.",
"changes": [
{
"type": "added",
"refs": [
"g2-g-g2",
"g2-g-g5",
"g2-g-g6",
"g2-r-h0",
"g2-r-c01",
"g2-r-c02",
"g2-r-c03",
"g2-r-c04",
"g2-r-c05",
"g2-r-c06",
"g2-r-c07",
"g2-r-c08",
"g2-r-c09",
"g2-r-c10",
"g2-r-c11",
"g2-r-c12",
"g2-r-c13",
"g2-r-c14",
"g2-r-c17",
"g2-r-c19",
"g2-r-c20",
"g2-r-c21",
"g2-r-c22",
"g2-r-c23",
"g2-r-c24",
"g2-r-c25",
"g2-r-c26",
"g2-r-u01",
"g2-r-u02",
"g2-r-u03",
"g2-r-u04",
"g2-r-u05",
"g2-r-u06",
"g2-r-u07",
"g2-r-u08",
"g2-r-u09",
"g2-r-u10",
"g2-r-u11",
"g2-f-i01",
"g2-f-i03",
"g2-f-i04",
"g2-f-i05",
"g2-f-i06",
"g2-f-i07",
"g2-f-i08",
"g2-f-i09",
"g2-f-i10",
"g2-f-e01",
"g2-f-e02",
"g2-f-e03",
"g2-f-e05",
"g2-f-e06",
"g2-f-e07",
"g2-f-e08",
"g2-f-e09",
"g2-f-e10",
"g2-f-e11",
"g2-f-e12",
"g2-f-e13",
"g2-f-e14",
"g2-f-e15",
"g2-f-e16",
"g2-f-e17",
"g2-f-e18",
"g2-f-goal",
"g2-f-n01",
"g2-f-n01-remedy",
"g2-f-n02",
"g2-f-n02-remedy",
"g2-f-n04",
"g2-f-n04-remedy",
"g2-f-n05",
"g2-f-n05-remedy",
"g2-f-n06",
"g2-f-n06-remedy",
"g2-f-n07",
"g2-f-n07-remedy",
"g2-f-n08",
"g2-f-n08-remedy",
"g2-f-n09",
"g2-f-n09-remedy",
"g2-f-n10",
"g2-f-n10-remedy",
"g2-f-n11",
"g2-f-n11-remedy",
"g2-f-n12",
"g2-f-n12-remedy",
"g2-f-n13",
"g2-f-n13-remedy",
"g2-f-n14",
"g2-f-n14-remedy",
"g2-f-n15",
"g2-f-n15-remedy",
"g2-f-a01",
"g2-f-a02",
"g2-f-a03",
"g2-f-a04",
"g2-f-a04-effect",
"g2-f-a05",
"g2-f-a05-counter",
"g2-f-a06",
"g2-p-p02",
"g2-p-p02-obstacle",
"g2-p-p03-obstacle",
"g2-p-p04",
"g2-p-p04-obstacle",
"g2-p-p05",
"g2-p-p05-obstacle",
"g2-p-p06",
"g2-p-p06-obstacle",
"g2-p-p07",
"g2-p-p07-obstacle",
"g2-p-p08-obstacle",
"g2-p-p09",
"g2-p-p09-obstacle",
"g2-p-p10",
"g2-p-p10-obstacle",
"g2-p-p11",
"g2-p-p11-obstacle",
"g2-p-p12",
"g2-p-p12-obstacle",
"g2-p-p13",
"g2-p-p13-obstacle",
"g2-p-p14",
"g2-p-p14-obstacle",
"g2-p-p15",
"g2-p-p15-obstacle",
"g2-p-p16",
"g2-p-p16-obstacle",
"g2-p-p17",
"g2-p-p17-obstacle",
"g2-p-p18",
"g2-p-p18-obstacle",
"g2-p-p19",
"g2-p-p19-obstacle",
"g2-p-p20",
"g2-p-p20-obstacle",
"g2-p-p21",
"g2-p-p21-obstacle",
"g2-p-p22",
"g2-p-p22-obstacle",
"g2-p-p23",
"g2-p-p23-obstacle",
"g2-p-p24",
"g2-p-p24-obstacle",
"g2-p-p25",
"g2-p-p25-obstacle",
"g2-p-p26",
"g2-p-p26-obstacle",
"g2-p-p27",
"g2-p-p27-obstacle",
"g2-p-p28",
"g2-p-p28-obstacle",
"g2-p-p29",
"g2-p-p29-obstacle",
"g2-p-p30",
"g2-p-p30-obstacle",
"g2-p-p31",
"g2-p-p31-obstacle",
"g2-p-p32",
"g2-p-p32-obstacle",
"g2-p-p33",
"g2-p-p33-obstacle",
"g2-p-p34",
"g2-p-p34-obstacle",
"g2-p-p35",
"g2-p-p35-obstacle",
"g2-p-p36",
"g2-p-p36-obstacle",
"g2-t-a1-condition",
"g2-t-a2-condition",
"g2-t-a2-action",
"g2-t-a2-effect",
"g2-t-a3-condition",
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"g2-t-a3-effect",
"g2-t-a4-condition",
"g2-t-a4-action",
"g2-t-a4-effect",
"g2-t-a5-condition",
"g2-t-a5-action",
"g2-t-a5-effect",
"g2-t-a6-condition",
"g2-t-a6-action",
"g2-t-a6-effect",
"g2-t-a7-condition",
"g2-t-a7-action",
"g2-t-a7-effect",
"g2-t-a8-condition",
"g2-t-a8-action",
"g2-t-a8-effect",
"g2-g-rel-g2",
"g2-g-rel-g5",
"g2-g-rel-g6",
"g2-r-rel-r01",
"g2-r-rel-r02",
"g2-r-rel-r03",
"g2-r-rel-r04",
"g2-r-rel-r05",
"g2-r-rel-r06",
"g2-r-rel-r07",
"g2-r-rel-r08",
"g2-r-rel-r09",
"g2-r-rel-r10",
"g2-r-rel-r11",
"g2-r-rel-r12",
"g2-r-rel-r13",
"g2-r-rel-r14",
"g2-r-rel-r15",
"g2-r-rel-r16",
"g2-r-rel-r17",
"g2-r-rel-r19",
"g2-r-rel-r20",
"g2-r-rel-r21",
"g2-r-rel-r22",
"g2-r-rel-r23",
"g2-r-rel-r24",
"g2-r-rel-r25",
"g2-r-rel-r26",
"g2-r-rel-r27",
"g2-r-rel-r28",
"g2-r-rel-r29",
"g2-r-rel-r30",
"g2-r-rel-r31",
"g2-r-rel-r32",
"g2-r-rel-r33",
"g2-r-rel-r34",
"g2-r-rel-r35",
"g2-r-rel-r36",
"g2-r-rel-r37",
"g2-r-rel-r38",
"g2-r-rel-r39",
"g2-f-rel-f01",
"g2-f-rel-f02",
"g2-f-rel-f03",
"g2-f-rel-f04",
"g2-f-rel-f05",
"g2-f-rel-f06",
"g2-f-rel-f07",
"g2-f-rel-f08",
"g2-f-rel-f09",
"g2-f-rel-f10",
"g2-f-rel-f11",
"g2-f-rel-f12",
"g2-f-rel-f13",
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"g2-f-rel-f15",
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"g2-f-rel-f19",
"g2-f-rel-f20",
"g2-f-rel-f21",
"g2-f-rel-f22",
"g2-f-rel-f23",
"g2-f-rel-f24",
"g2-f-rel-n01-i01",
"g2-f-rel-n01-i04",
"g2-f-rel-n01-i05",
"g2-f-rel-n01-remedy",
"g2-f-rel-n02-i02",
"g2-f-rel-n02-i05",
"g2-f-rel-n02-i04",
"g2-f-rel-n02-remedy",
"g2-f-rel-n03-i10",
"g2-f-rel-n03-remedy",
"g2-f-rel-n04-i01",
"g2-f-rel-n04-i05",
"g2-f-rel-n04-remedy",
"g2-f-rel-n05-i03",
"g2-f-rel-n05-i06",
"g2-f-rel-n05-remedy",
"g2-f-rel-n06-i03",
"g2-f-rel-n06-i08",
"g2-f-rel-n06-remedy",
"g2-f-rel-n07-i08",
"g2-f-rel-n07-i06",
"g2-f-rel-n07-remedy",
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"g2-f-rel-n08-i06",
"g2-f-rel-n08-remedy",
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"g2-f-rel-n09-remedy",
"g2-f-rel-n10-i07",
"g2-f-rel-n10-remedy",
"g2-f-rel-n11-i02",
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"g2-f-rel-n11-i07",
"g2-f-rel-n11-remedy",
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"g2-f-rel-n12-remedy",
"g2-f-rel-n13-i09",
"g2-f-rel-n13-remedy",
"g2-f-rel-n14-i03",
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"g2-f-rel-n14-remedy",
"g2-f-rel-n15-i03",
"g2-f-rel-n15-i06",
"g2-f-rel-n15-remedy",
"g2-f-rel-a01-e01",
"g2-f-rel-a01-e02",
"g2-f-rel-a02-e16",
"g2-f-rel-a03-e18",
"g2-f-rel-a03-n13",
"g2-f-rel-a04-effect",
"g2-f-rel-a05-counter",
"g2-f-rel-a06-e07",
"g2-p-rel-p02-overcomes",
"g2-p-rel-p02",
"g2-p-rel-p03-overcomes",
"g2-p-rel-p04-overcomes",
"g2-p-rel-p04",
"g2-p-rel-p05-overcomes",
"g2-p-rel-p05",
"g2-p-rel-p06-overcomes",
"g2-p-rel-p06",
"g2-p-rel-p07-overcomes",
"g2-p-rel-p07",
"g2-p-rel-p08-overcomes",
"g2-p-rel-p08-via-p06",
"g2-p-rel-p08-via-p07",
"g2-p-rel-p08-via-p19",
"g2-p-rel-p09-overcomes",
"g2-p-rel-p09",
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"g2-p-rel-p10",
"g2-p-rel-p11-overcomes",
"g2-p-rel-p11",
"g2-p-rel-p12-overcomes",
"g2-p-rel-p12",
"g2-p-rel-p13-overcomes",
"g2-p-rel-p13",
"g2-p-rel-p14-overcomes",
"g2-p-rel-p14",
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"g2-p-rel-p15",
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"g2-p-rel-p16",
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"g2-p-rel-p17",
"g2-p-rel-p18-overcomes",
"g2-p-rel-p18",
"g2-p-rel-p19-overcomes",
"g2-p-rel-p19",
"g2-p-rel-p20-overcomes",
"g2-p-rel-p20",
"g2-p-rel-p21-overcomes",
"g2-p-rel-p21",
"g2-p-rel-p22-overcomes",
"g2-p-rel-p22",
"g2-p-rel-p23-overcomes",
"g2-p-rel-p23",
"g2-p-rel-p24-overcomes",
"g2-p-rel-p24",
"g2-p-rel-p25-overcomes",
"g2-p-rel-p25",
"g2-p-rel-p26-overcomes",
"g2-p-rel-p26",
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"g2-p-rel-p27-overcomes",
"g2-p-rel-p27",
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"g2-p-rel-p28",
"g2-p-rel-p29-overcomes",
"g2-p-rel-p29",
"g2-p-rel-p29-via-p06",
"g2-p-rel-p29-via-p07",
"g2-p-rel-p29-via-p19",
"g2-p-rel-p29-via-p13",
"g2-p-rel-p29-via-p22",
"g2-p-rel-p29-via-p27",
"g2-p-rel-p30-overcomes",
"g2-p-rel-p30",
"g2-p-rel-p31-overcomes",
"g2-p-rel-p31",
"g2-p-rel-p32-overcomes",
"g2-p-rel-p32",
"g2-p-rel-p33-overcomes",
"g2-p-rel-p33",
"g2-p-rel-p34-overcomes",
"g2-p-rel-p34",
"g2-p-rel-p35-overcomes",
"g2-p-rel-p35",
"g2-p-rel-p36-overcomes",
"g2-p-rel-p36",
"g2-t-rel-a2",
"g2-t-rel-a3",
"g2-t-rel-a4",
"g2-t-rel-a5",
"g2-t-rel-a6",
"g2-t-rel-a7",
"g2-t-rel-a8"
],
"note": "The rest of the analysis’s trees, credited."
},
{
"type": "revised",
"refs": [
"g2-g-future"
],
"note": "Now in the analysis’s own wording.",
"before": "Ecological and catastrophic risks remain compatible with continued human life and collective agency."
},
{
"type": "revised",
"refs": [
"g2-g-capability"
],
"note": "Now in the analysis’s own wording.",
"before": "Communities can maintain useful material and organisational capabilities at viable cost."
},
{
"type": "revised",
"refs": [
"g2-g-control"
],
"note": "Now in the analysis’s own wording.",
"before": "Members retain substantive control, justified trust and meaningful freedom to disagree or leave."
},
{
"type": "revised",
"refs": [
"g2-r-coordination"
],
"note": "Now in the analysis’s own wording.",
"before": "The group needs workable coordination to remain viable."
},
{
"type": "revised",
"refs": [
"g2-r-centralisation"
],
"note": "Now in the analysis’s own wording.",
"before": "When members cannot resolve damaging disagreements, central intervention may become the practical response."
},
{
"type": "revised",
"refs": [
"g2-r-load"
],
"note": "Now in the analysis’s own wording.",
"before": "As a group grows, damaging disagreements can exceed members’ current conflict-handling capacity."
},
{
"type": "revised",
"refs": [
"g2-f-guidance"
],
"note": "Now in the analysis’s own wording.",
"before": "Test member-controlled AI conflict guidance with voluntary use, human support, a workable exit and competence checked without AI."
},
{
"type": "revised",
"refs": [
"g2-f-benefit"
],
"note": "Now in the analysis’s own wording.",
"before": "Destructive conflict costs and unnecessary hierarchical intervention fall while fair treatment, independent competence and member influence are retained."
},
{
"type": "revised",
"refs": [
"g2-f-harm"
],
"note": "Now in the analysis’s own wording.",
"before": "Conflict guidance may suppress justified grievances even when satisfaction improves."
},
{
"type": "revised",
"refs": [
"g2-f-protections"
],
"note": "Now in the analysis’s own wording.",
"before": "Members establish confidentiality, fair grievance handling and independent comparison before live use."
},
{
"type": "revised",
"refs": [
"g2-p-case"
],
"note": "Now in the analysis’s own wording.",
"before": "A willing host and one function are selected, with the actual workflow and resource requirements documented."
},
{
"type": "revised",
"refs": [
"g2-p-gap"
],
"note": "Now in the analysis’s own wording.",
"before": "The supplied record does not establish a confirmed operational case and authorised trial specification."
},
{
"type": "revised",
"refs": [
"g2-p-protocol"
],
"note": "Now in the analysis’s own wording.",
"before": "Affected people authorise a trial specification covering comparisons, measures, protections, responsibilities, resources and fallback."
},
{
"type": "revised",
"refs": [
"g2-p-trial"
],
"note": "Now in the analysis’s own wording.",
"before": "A bounded comparative trial produces reviewable observations of benefits, harms, costs and decision rights."
},
{
"type": "revised",
"refs": [
"g2-t-select"
],
"note": "Adds a proposed role and the first steps it puts into practice."
},
{
"type": "revised",
"refs": [
"g2-f-rel-harm"
],
"note": "Now follows the analysis’s structure for this connection."
},
{
"type": "revised",
"refs": [
"g2-p-rel-gap"
],
"note": "Now follows the analysis’s structure for this connection."
},
{
"type": "revised",
"refs": [
"g2-p-rel-trial"
],
"note": "Now follows the analysis’s structure for this connection."
},
{
"type": "revised",
"refs": [
"g2-t-rel-case"
],
"note": "Now follows the analysis’s structure for this connection."
},
{
"type": "credited",
"refs": [
"g2-t-case",
"g2-r-rel-centralisation",
"g2-p-rel-case"
],
"note": "Credits and page references updated."
},
{
"type": "removed",
"refs": [
"g2-f-rel-benefit"
],
"note": "Replaced by the analysis’s chain of effects from guidance to coordination."
}
]
}
],
"publication_kind": "source_reconstruction",
"authors": {
"leif": {
"name": "Leif Eriksson",
"role": "Opened the thread and shared the five essays it discusses"
},
"robert": {
"name": "Robert Bunge",
"role": "Took part in the thread"
},
"justin": {
"name": "Justin",
"role": "Took part in the thread"
},
"rufus": {
"name": "Rufus Pollock",
"role": "Took part in the thread"
}
},
"sources": [
{
"id": "forum",
"title": "What Would Make a Second Renaissance Possible? · Second Renaissance Forum · posts 1–36, 16–22 October 2026",
"description": "The public forum thread this map draws on, opened by Leif Eriksson. Its 36 posts were checked against the public topic on 22 October 2026, and each credit links to the post it names. The paraphrases are the AI’s; a credit says where an idea comes from, not that its author agrees with the wording, and none of the people credited has reviewed it.",
"url": "https://forum.secondrenaissance.net/t/what-would-make-a-second-renaissance-possible/909",
"posts": {
"1": {
"author": "leif",
"date": "2026-10-16"
},
"2": {
"author": "robert",
"date": "2026-10-16"
},
"3": {
"author": "leif",
"date": "2026-10-16"
},
"4": {
"author": "leif",
"date": "2026-10-16"
},
"5": {
"author": "robert",
"date": "2026-10-16"
},
"6": {
"author": "robert",
"date": "2026-10-17"
},
"7": {
"author": "leif",
"date": "2026-10-17"
},
"8": {
"author": "robert",
"date": "2026-10-17"
},
"9": {
"author": "robert",
"date": "2026-10-17"
},
"10": {
"author": "rufus",
"date": "2026-10-17"
},
"11": {
"author": "leif",
"date": "2026-10-17"
},
"12": {
"author": "robert",
"date": "2026-10-17"
},
"13": {
"author": "leif",
"date": "2026-10-18"
},
"14": {
"author": "robert",
"date": "2026-10-18"
},
"15": {
"author": "leif",
"date": "2026-10-18"
},
"16": {
"author": "robert",
"date": "2026-10-18"
},
"17": {
"author": "leif",
"date": "2026-10-19"
},
"18": {
"author": "robert",
"date": "2026-10-19"
},
"19": {
"author": "robert",
"date": "2026-10-19"
},
"20": {
"author": "leif",
"date": "2026-10-20"
},
"21": {
"author": "robert",
"date": "2026-10-20"
},
"22": {
"author": "robert",
"date": "2026-10-20"
},
"23": {
"author": "leif",
"date": "2026-10-20"
},
"24": {
"author": "robert",
"date": "2026-10-21"
},
"25": {
"author": "robert",
"date": "2026-10-21"
},
"26": {
"author": "leif",
"date": "2026-10-21"
},
"27": {
"author": "robert",
"date": "2026-10-21"
},
"28": {
"author": "robert",
"date": "2026-10-21"
},
"29": {
"author": "leif",
"date": "2026-10-21"
},
"30": {
"author": "robert",
"date": "2026-10-21"
},
"31": {
"author": "justin",
"date": "2026-10-21"
},
"32": {
"author": "leif",
"date": "2026-10-21"
},
"33": {
"author": "leif",
"date": "2026-10-22"
},
"34": {
"author": "robert",
"date": "2026-10-22"
},
"35": {
"author": "robert",
"date": "2026-10-22"
},
"36": {
"author": "leif",
"date": "2026-10-22"
}
}
},
{
"id": "bindings",
"title": "Bindings and the Captive Mind: From the Hand Axe to the Awakening of AI · manuscript draft",
"description": "Leif Eriksson’s book manuscript, shared as a draft in the thread. It was not read here: credits to it rest on the chapter and section references in the supplied analysis.",
"author": "leif",
"shared_in_post": 11
},
{
"id": "last-first",
"title": "The Last Shall Be First? Artificial Intelligence, the Selection of Trustworthy Institutions, and the Possibility of a New Civilizational Path · essay",
"description": "An essay by Leif Eriksson, shared in the thread. It was not read here: credits to it rest on the section references in the supplied analysis.",
"author": "leif",
"shared_in_post": 13
},
{
"id": "paradox",
"title": "The Countercurrent’s Paradox of Success · essay",
"description": "An essay by Leif Eriksson comparing Swedish, Finnish and British consumer cooperatives, shared in the thread. It was not read here: credits to it rest on the section references in the supplied analysis.",
"author": "leif",
"shared_in_post": 29
},
{
"id": "leverage",
"title": "Where Is the Deepest Leverage Point? · essay",
"description": "An essay by Leif Eriksson, shared in the thread. It was not read here: credits to it rest on the section references in the supplied analysis.",
"author": "leif",
"shared_in_post": 33
},
{
"id": "carbon-pulse",
"title": "The Carbon Pulse · essay",
"description": "An essay by Leif Eriksson, shared in the thread. It was not read here: credits to it rest on the topics the supplied analysis cites.",
"author": "leif",
"shared_in_post": 33
},
{
"id": "analysis-v2",
"title": "Second Renaissance Causal and Prerequisite Trees · version 2 · 22 October 2026",
"description": "Supplied 48-page analysis of the thread and the five essays. Page numbers and identifiers on each item refer to this document. Its reconstructions and inferences are labelled as such; it does not establish the participants’ agreement or verify the essays’ historical claims."
},
{
"id": "analysis-v1",
"title": "Second Renaissance thread: thinking-process trees · supplied text · 22 October 2026",
"description": "Supplied earlier analysis and presentation notes, based on a reported 32-post version of the thread. Its throughput and governance-capacity proposals are hypotheses for a bounded case. The later analysis broadens the programme and distinguishes local improvements from a durable change in institutional selection. The draft introductory forum post it contains was not sent."
}
],
"views": {
"current_reality": [
{
"id": "capability-selection",
"title": "Capability and coercive selection",
"summary": "Capability advantages under competition create pressure to adopt and reorganise; where concentration pays, power and dependence concentrate, and incumbents keep them.",
"nodes": [
"g2-r-c03",
"g2-r-c04",
"g2-r-c05",
"g2-r-c06",
"g2-r-c07",
"g2-r-c25",
"g2-r-c08",
"g2-r-c09",
"g2-r-c12",
"g2-r-c13",
"g2-r-c26",
"g2-r-c14",
"g2-r-u01",
"g2-r-u02",
"g2-r-u04"
]
},
{
"id": "identification",
"title": "Identification and institutional reproduction",
"summary": "A proposed spiritual root and the institutions people grow up in reinforce the motives and assumptions that make the present order seem inevitable.",
"nodes": [
"g2-r-h0",
"g2-r-c02",
"g2-r-c09",
"g2-r-c10",
"g2-r-c11",
"g2-r-c12",
"g2-r-u05"
]
},
{
"id": "paradox-of-success",
"title": "The paradox of success",
"summary": "Alternatives that grow meet demands that shift authority to management; members become customers, and the drift comes to seem realistic.",
"nodes": [
"g2-r-c14",
"g2-r-c06",
"g2-r-c07",
"g2-r-coordination",
"g2-r-c03",
"g2-r-c25",
"g2-r-centralisation",
"g2-r-load",
"g2-r-c09",
"g2-r-c17",
"g2-r-c11",
"g2-r-u03"
]
},
{
"id": "material-security",
"title": "Material disruption and security escalation",
"summary": "Material limits and growth incentives strain the ecology; scarcity sharpens competition, and threats and countermeasures feed each other.",
"nodes": [
"g2-r-c01",
"g2-r-c09",
"g2-r-c19",
"g2-r-c20",
"g2-r-c03",
"g2-r-c05",
"g2-r-c21",
"g2-r-c22",
"g2-r-u06",
"g2-r-u07",
"g2-r-u08"
]
},
{
"id": "ai-in-incentives",
"title": "AI inside the existing incentive system",
"summary": "Deployed by institutions that optimise for accumulation and control, AI can manipulate trust, expand extraction and compound catastrophic risk.",
"nodes": [
"g2-r-c23",
"g2-r-c24",
"g2-r-c19",
"g2-r-c22",
"g2-r-u06",
"g2-r-u08",
"g2-r-u09",
"g2-r-u10"
]
},
{
"id": "effects-and-goal",
"title": "Why these effects matter for the goal",
"summary": "Each problem can independently keep ethical insight from becoming a durable basis for collective life.",
"nodes": [
"g2-r-u11"
]
}
],
"conflict": [
{
"id": "k1",
"title": "Institutional strength and democratic integrity",
"summary": "A cooperative needs enough capacity to survive, but concentrating authority to get it erodes the member control that made it worth building.",
"nodes": [
"g2-c-k1-objective",
"g2-c-k1-viability",
"g2-c-k1-control",
"g2-c-k1-concentrate",
"g2-c-k1-distribute"
]
},
{
"id": "k2",
"title": "AI capability and resilient autonomy",
"summary": "A community may need AI to keep up with rivals who use it, yet its essential functions must keep working when AI, power or a provider fails.",
"nodes": [
"g2-c-objective",
"g2-c-capability",
"g2-c-continuity",
"g2-c-depend",
"g2-c-optional"
]
},
{
"id": "k3",
"title": "Unilateral protection and common security",
"summary": "Deterrence seems to demand more of a contested capability, while shared survival demands reciprocal limits on that same capability.",
"nodes": [
"g2-c-k3-objective",
"g2-c-k3-deterrence",
"g2-c-k3-deescalation",
"g2-c-k3-expand",
"g2-c-k3-restrain"
]
},
{
"id": "k4",
"title": "Present provision and ecological viability",
"summary": "Essential services seem to depend on growing material throughput, while ecological limits require constraining it.",
"nodes": [
"g2-c-k4-objective",
"g2-c-k4-provision",
"g2-c-k4-limits",
"g2-c-k4-throughput",
"g2-c-k4-constrain"
]
},
{
"id": "k5",
"title": "Controlled engagement and trustworthy relationships",
"summary": "A service needs funding to last, but engineering people’s attachment to secure it undermines the free choice that trust depends on.",
"nodes": [
"g2-c-k5-objective",
"g2-c-k5-continuity",
"g2-c-k5-care",
"g2-c-k5-engineer",
"g2-c-k5-free"
]
}
],
"future_reality": [
{
"id": "reflection-to-coordination",
"title": "From reflection to democratic coordination",
"summary": "Critical inquiry and accessible conflict guidance, under trustworthy governance, build independent competence and lower the cost of conflict, so less authority has to move upward.",
"nodes": [
"g2-f-i01",
"g2-f-guidance",
"g2-f-i10",
"g2-f-e01",
"g2-f-e02",
"g2-f-e03",
"g2-f-benefit",
"g2-f-e05"
]
},
{
"id": "trust-capacity-selection",
"title": "Trust, useful capacity and institutional selection",
"summary": "Effective cooperation, trustworthy conduct and controllable capability let an institution keep its mission, be enacted elsewhere and be freely chosen.",
"nodes": [
"g2-f-i03",
"g2-f-i06",
"g2-f-i07",
"g2-f-e06",
"g2-f-e07",
"g2-f-e09",
"g2-f-e10",
"g2-f-e11",
"g2-f-e12",
"g2-f-e13",
"g2-f-e14"
]
},
{
"id": "energy-materials",
"title": "Energy and material capability",
"summary": "AI-assisted research helps only if results survive physical tests and deployment; planned simplification is the alternative route, and rebound and delay are the risks.",
"nodes": [
"g2-f-i08",
"g2-f-e15",
"g2-f-e16",
"g2-f-a02",
"g2-f-n07",
"g2-f-n12",
"g2-f-n07-remedy",
"g2-f-n12-remedy"
]
},
{
"id": "adaptation-field-learning",
"title": "Optional model adaptation and field learning",
"summary": "Adapting models and bringing an AI voice into real discussions are optional branches with their own tests, and their own risk of a new orthodoxy.",
"nodes": [
"g2-f-i04",
"g2-f-i05",
"g2-f-e08",
"g2-f-n09",
"g2-f-n09-remedy"
]
},
{
"id": "common-security",
"title": "Common security requires implementation",
"summary": "A better discussion cannot by itself change weapons or state behaviour; empowered actors must implement and verify reciprocal limits.",
"nodes": [
"g2-f-i09",
"g2-f-e17",
"g2-f-e18",
"g2-f-a03",
"g2-f-a04",
"g2-f-a04-effect",
"g2-f-n13",
"g2-f-n13-remedy"
]
},
{
"id": "risks-inquiry-guidance",
"title": "Risks around inquiry and conflict guidance",
"summary": "Each risk is paired with the remedy that must work in practice before relying on the change.",
"nodes": [
"g2-f-n01",
"g2-f-n02",
"g2-f-harm",
"g2-f-n04",
"g2-f-n01-remedy",
"g2-f-n02-remedy",
"g2-f-protections",
"g2-f-n04-remedy"
]
},
{
"id": "risks-dependency-capture-cost",
"title": "Risks of dependency, capture and cost",
"summary": "Local capability can hide dependency, crowd out essentials, empower new gatekeepers or arrive too early or without governance.",
"nodes": [
"g2-f-n05",
"g2-f-n06",
"g2-f-n08",
"g2-f-n14",
"g2-f-n15",
"g2-f-n05-remedy",
"g2-f-n06-remedy",
"g2-f-n08-remedy",
"g2-f-n14-remedy",
"g2-f-n15-remedy"
]
},
{
"id": "risks-growth-replication",
"title": "Risks of growth and replication",
"summary": "Copying without people fails, and growth can repeat the old pattern of assimilation.",
"nodes": [
"g2-f-n10",
"g2-f-n11",
"g2-f-n10-remedy",
"g2-f-n11-remedy"
]
},
{
"id": "alternatives",
"title": "Alternative and contested proposals",
"summary": "Proposals in the thread that are not agreed changes: some are alternative routes, one is a precaution and one is a contested precondition.",
"nodes": [
"g2-f-a01",
"g2-f-a02",
"g2-f-a03",
"g2-f-a04",
"g2-f-a04-effect",
"g2-f-a05",
"g2-f-a05-counter",
"g2-f-a06"
]
},
{
"id": "reaching-the-goal",
"title": "How the changes reach the goal",
"summary": "Four lines of change must hold together, at the relevant scale, for the goal to be reached; global sufficiency is not established.",
"nodes": [
"g2-f-goal"
]
}
],
"prerequisite": [
{
"id": "shared-foundations",
"title": "Shared foundations",
"summary": "Choose the case first; then inventory assets, agree measures, settle rights and commit resources, which can proceed in parallel.",
"nodes": [
"g2-p-case",
"g2-p-gap",
"g2-p-p02",
"g2-p-p02-obstacle",
"g2-p-protocol",
"g2-p-p03-obstacle",
"g2-p-p04",
"g2-p-p04-obstacle",
"g2-p-p05",
"g2-p-p05-obstacle",
"g2-p-p06",
"g2-p-p06-obstacle",
"g2-p-p11",
"g2-p-p11-obstacle"
]
},
{
"id": "field-practice",
"title": "Field practice and continuing operation",
"summary": "Whichever practice is chosen must be ready and authorised before a bounded comparison; only a review that could reject it supports continuing.",
"nodes": [
"g2-p-p06",
"g2-p-p06-obstacle",
"g2-p-p07",
"g2-p-p07-obstacle",
"g2-p-p19",
"g2-p-p19-obstacle",
"g2-p-trial",
"g2-p-p08-obstacle",
"g2-p-p09",
"g2-p-p09-obstacle",
"g2-p-p10",
"g2-p-p10-obstacle"
]
},
{
"id": "local-capability",
"title": "Local capability and practical autonomy",
"summary": "Autonomy means a useful service at whole cost with tested fallback, not owning hardware.",
"nodes": [
"g2-p-p11",
"g2-p-p11-obstacle",
"g2-p-p12",
"g2-p-p12-obstacle",
"g2-p-p13",
"g2-p-p13-obstacle",
"g2-p-p14",
"g2-p-p14-obstacle",
"g2-p-p15",
"g2-p-p15-obstacle"
]
},
{
"id": "adaptation-voice",
"title": "Model adaptation and voice learning",
"summary": "Adapting a model and adding an AI voice have separate prerequisites; neither is required for the other.",
"nodes": [
"g2-p-p16",
"g2-p-p16-obstacle",
"g2-p-p17",
"g2-p-p17-obstacle",
"g2-p-p18",
"g2-p-p18-obstacle",
"g2-p-p19",
"g2-p-p19-obstacle",
"g2-p-p20",
"g2-p-p20-obstacle"
]
},
{
"id": "federation",
"title": "Federation with member control",
"summary": "A network that runs is not yet a network that adds value or disperses power.",
"nodes": [
"g2-p-p21",
"g2-p-p21-obstacle",
"g2-p-p22",
"g2-p-p22-obstacle",
"g2-p-p23",
"g2-p-p23-obstacle",
"g2-p-p24",
"g2-p-p24-obstacle"
]
},
{
"id": "energy-services",
"title": "Useful energy and material services",
"summary": "Physical evidence, then production and ownership, then a reliable service within limits; a mature existing option can satisfy the first step.",
"nodes": [
"g2-p-p25",
"g2-p-p25-obstacle",
"g2-p-p26",
"g2-p-p26-obstacle",
"g2-p-p27",
"g2-p-p27-obstacle",
"g2-p-p28",
"g2-p-p28-obstacle"
]
},
{
"id": "replication",
"title": "Independent replication without mission loss",
"summary": "Another community needs more than a document: people, resources, governance and an honest account of failures.",
"nodes": [
"g2-p-p29",
"g2-p-p29-obstacle",
"g2-p-p30",
"g2-p-p30-obstacle",
"g2-p-p31",
"g2-p-p31-obstacle",
"g2-p-p32",
"g2-p-p32-obstacle"
]
},
{
"id": "security",
"title": "Security proposals and actual institutional effects",
"summary": "Dialogue quality and security outcomes are separate endpoints; only empowered actors can implement reciprocal limits.",
"nodes": [
"g2-p-p33",
"g2-p-p33-obstacle",
"g2-p-p34",
"g2-p-p34-obstacle",
"g2-p-p35",
"g2-p-p35-obstacle",
"g2-p-p36",
"g2-p-p36-obstacle"
]
}
],
"transition": [
{
"id": "step-1",
"title": "Choose a host and one function",
"summary": "Proposed role: Proposed host and research lead. Nobody is assigned.",
"nodes": [
"g2-t-a1-condition",
"g2-t-select",
"g2-t-case"
]
},
{
"id": "step-2",
"title": "Check each obstacle at the host",
"summary": "Proposed role: Host representatives and operators. Nobody is assigned.",
"nodes": [
"g2-t-a2-condition",
"g2-t-a2-action",
"g2-t-a2-effect"
]
},
{
"id": "step-3",
"title": "Agree measures, protections and authority",
"summary": "Proposed role: Participants, facilitator and an independent reviewer. Nobody is assigned.",
"nodes": [
"g2-t-a3-condition",
"g2-t-a3-action",
"g2-t-a3-effect"
]
},
{
"id": "step-4",
"title": "Commit resources and check the tool",
"summary": "Proposed role: Host sponsor, facilitator and technical maintainer. Nobody is assigned.",
"nodes": [
"g2-t-a4-condition",
"g2-t-a4-action",
"g2-t-a4-effect"
]
},
{
"id": "step-5",
"title": "Run the bounded comparison",
"summary": "Proposed role: Trial operators and an independent reviewer. Nobody is assigned.",
"nodes": [
"g2-t-a5-condition",
"g2-t-a5-action",
"g2-t-a5-effect"
]
},
{
"id": "step-6",
"title": "Establish continuing operation",
"summary": "Proposed role: Host and service maintainer. Nobody is assigned.",
"nodes": [
"g2-t-a6-condition",
"g2-t-a6-action",
"g2-t-a6-effect"
]
},
{
"id": "step-7",
"title": "Support an independent site",
"summary": "Proposed role: Originating and receiving groups. Nobody is assigned.",
"nodes": [
"g2-t-a7-condition",
"g2-t-a7-action",
"g2-t-a7-effect"
]
},
{
"id": "step-8",
"title": "Review success and power separately",
"summary": "Proposed role: Member representatives and independent evaluators. Nobody is assigned.",
"nodes": [
"g2-t-a8-condition",
"g2-t-a8-action",
"g2-t-a8-effect"
]
}
]
},
"overview": [
{
"type": "cards",
"eyebrow": "A place to begin",
"title": "What has to be true",
"text": "The analysis names six conditions for the goal: a liveable future, reflective agency, useful capabilities, trustworthy institutions, keeping the mission while spreading, and learning without a metaphysical test. These are candidate starting points for review.",
"ids": [
"g2-g-future",
"g2-g-g2",
"g2-g-capability",
"g2-g-control",
"g2-g-g5",
"g2-g-g6"
],
"link": [
"goal.html",
"The goal and its six conditions →"
]
},
{
"type": "spine",
"eyebrow": "One path through the reasoning",
"title": "From a problem to a first action",
"text": "Each row is a published connection, or a reference from one question to another: a problem, the conflict behind it, a change meant to address both, the effects it should have on the way to the goal, and the step and action that would put it into practice.",
"hops": [
{
"from": "g2-f-guidance",
"to": "g2-r-u03",
"via": "addresses"
},
{
"from": "g2-f-guidance",
"to": "g2-c-k1-concentrate",
"via": "derived_from"
},
{
"from": "g2-f-guidance",
"to": "g2-f-e05",
"via": "path"
},
{
"from": "g2-f-e05",
"to": "g2-f-e14",
"via": "path"
},
{
"from": "g2-f-e14",
"to": "g2-f-goal",
"via": "path"
},
{
"from": "g2-f-goal",
"to": "g2-g-goal",
"via": "implements"
},
{
"from": "g2-p-p07",
"to": "g2-f-guidance",
"via": "implements"
},
{
"from": "g2-t-a4-action",
"to": "g2-p-p07",
"via": "implements"
}
]
},
{
"type": "clouds",
"eyebrow": "Pulling apart · 5 conflicts",
"title": "Where needs pull two ways",
"text": "The analysis finds five conflicts in the discussion. The first sits behind the problem of central intervention: a cooperative needs enough capacity to survive, but concentrating authority to get it erodes the member control that made it worth building.",
"featured": "k1"
},
{
"type": "cards",
"eyebrow": "A possible change",
"title": "Try conflict guidance that members can question and leave",
"text": "The proposal is to test useful guidance while members retain control, access to human help and competence without the tool. It is one candidate way through the first conflict: if members can work through disagreements themselves, less authority needs to move upward. Each of the analysis’s fifteen risks comes with a remedy like the one beside it.",
"ids": [
"g2-f-guidance",
"g2-f-protections"
],
"link": [
"change.html#view-reflection-to-coordination",
"The changes, their effects and their risks →"
]
},
{
"type": "cards",
"eyebrow": "The question to test",
"title": "What would change our minds?",
"text": "Do destructive conflict costs and unnecessary escalation fall, while fair treatment, independent competence and member influence remain? Fewer complaints or higher satisfaction would not settle it: costs may have moved elsewhere, or justified grievances may have been suppressed. A local success would still leave open whether small democratic groups gain enough to change which institutions survive.",
"ids": [
"g2-f-benefit",
"g2-f-harm"
],
"link": [
"items.html#g2-f-rel-f05",
"Inspect the test and what remains open →"
]
},
{
"type": "cards",
"eyebrow": "First step · Unassigned",
"title": "Choose one willing host and one function",
"text": "No trial is recorded here. The first task is to establish a bounded case and check what already operates; measures, protections, responsibilities and resources follow, agreed with the people affected. A missing detail in an analysis does not prove that a host lacks it.",
"ids": [
"g2-t-select",
"g2-p-case"
],
"link": [
"actions.html",
"All eight proposed actions →"
]
},
{
"type": "wider",
"eyebrow": "The wider picture",
"title": "One entry point into a broader programme",
"text": "The map also covers reflective development, trustworthy governance, model adaptation, voice participation, federation, material and energy services, and common security, each with its own risks, first steps and tests. Conflict guidance is one possible starting point; no single global constraint has been established."
},
{
"type": "credits",
"eyebrow": "People",
"title": "Whose ideas these are",
"text": "Each statement and connection credits the forum posts or essays it draws on. Open any statement to follow the links to the posts themselves."
}
],
"retired": [
{
"id": "g2-f-rel-benefit",
"release_id": "2026-10-23.1",
"text": "Conflict guidance and its protections together contribute to lower conflict costs and less needless hierarchy.",
"note": "Replaced by the analysis’s chain of effects from guidance to coordination."
}
]
}