{
 "dataset": "origin-of-risk",
 "title": "On the Origin of Risk",
 "description": "Enter Adam Timlett's mind and book On the Origin of Risk: how nature deals with risk, information, and shape, and what we can learn for innovation.",
 "version": "2026-11-11",
 "min_skill_version": "0.4.0",
 "pattern_count": 51,
 "layers": [
  "Infrastructure",
  "Physics",
  "Mind",
  "Society"
 ],
 "layer_definitions": [
  {
   "name": "Infrastructure",
   "description": "Nouns, file formats, execution primitives",
   "color": "#60a5fa",
   "count": 6
  },
  {
   "name": "Physics",
   "description": "Immutable laws of the simulation",
   "color": "#34d399",
   "count": 3
  },
  {
   "name": "Mind",
   "description": "Active cognitive processes",
   "color": "#a855f7",
   "count": 28
  },
  {
   "name": "Society",
   "description": "Multi-agent coordination",
   "color": "#f97316",
   "count": 14
  }
 ],
 "page_url": "https://mindscape.world/origin-of-risk/",
 "jsonl_url": "https://mindscape.world/scapes/origin-of-risk.jsonl",
 "skill_url": "https://mindscape.world/scapes/origin-of-risk/skill.zip",
 "skill": {
  "name": "mindscape-origin-of-risk",
  "title": "On the Origin of Risk mindscape",
  "skill_version": "0.4.0",
  "mindscape": "origin-of-risk",
  "zip_url": "https://mindscape.world/scapes/origin-of-risk/skill.zip",
  "index_url": "https://mindscape.world/scapes/origin-of-risk.json",
  "page_url": "https://mindscape.world/origin-of-risk/",
  "install_prompt": "Get me the On the Origin of Risk mindscape skill: https://mindscape.world/scapes/origin-of-risk/skill.json",
  "install_steps": [
   "Download the skill: https://mindscape.world/scapes/origin-of-risk/skill.zip",
   "In Claude, open Settings › Capabilities, turn on code execution and file creation, and upload the ZIP under Skills.",
   "Under code execution, allow network access to mindscape.world and www.mindscape.world so the skill can read the mindscape.",
   "Start a new chat; the skill is used when your question fits it."
  ]
 },
 "table": "patterns",
 "row_count": 51,
 "filter_syntax": "https://mindscape.world/query.md",
 "fields": [
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   "name": "slug",
   "type": "string",
   "description": "Handle; URL segment of the pattern",
   "filterable": true
  },
  {
   "name": "name",
   "type": "string",
   "description": "Handle",
   "filterable": true
  },
  {
   "name": "ref",
   "type": "string",
   "description": "Short reference Handle#stub",
   "filterable": true
  },
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   "filterable": true
  },
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   "description": "First four hex digits of the hash",
   "filterable": true
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    "Mind": 28,
    "Physics": 3,
    "Society": 14
   }
  },
  {
   "name": "type",
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   "filterable": true,
   "facet": true,
   "values": {
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    "Dynamics": 3,
    "Inference": 1,
    "Primitives": 6,
    "Reasoning": 9,
    "Strategy": 18
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  },
  {
   "name": "category",
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   "facet": true,
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    "Dynamics": 3,
    "Inference": 1,
    "Primitives": 6,
    "Reasoning": 9,
    "Strategy": 18
   }
  },
  {
   "name": "path",
   "type": "string[]",
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    "Inference": 1,
    "Infrastructure": 6,
    "Mind": 28,
    "Physics": 3,
    "Primitives": 6,
    "Reasoning": 9,
    "Society": 14,
    "Strategy": 18
   }
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   "name": "tags",
   "type": "string[]",
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    "Dynamics": 3,
    "Inference": 1,
    "Infrastructure": 6,
    "Mind": 28,
    "Physics": 3,
    "Primitives": 6,
    "Reasoning": 9,
    "Society": 14,
    "Strategy": 18
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   "description": "One-line gloss",
   "filterable": true
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   "name": "ring",
   "type": "integer",
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   "filterable": true,
   "nullable": true,
   "facet": true,
   "values": {
    "1": 4,
    "2": 47
   },
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   "max": 2
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   "name": "tier",
   "type": "integer",
   "description": "0 primitive, 1 ironclad, 2 honesty-dependent, 3 experimental",
   "filterable": true,
   "nullable": true,
   "facet": true,
   "values": {
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    "2": 48,
    "3": 2
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   "name": "minted",
   "type": "date",
   "description": "Mint timestamp from _meta.minted, when recorded",
   "filterable": true,
   "nullable": true
  },
  {
   "name": "updated",
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   "filterable": true,
   "nullable": true,
   "min": "2026-11-11",
   "max": "2026-11-11"
  },
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   "name": "has_data_schema",
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   "filterable": true,
   "facet": true,
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    "false": 51
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   "name": "has_parameters",
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   "filterable": true,
   "facet": true,
   "values": {
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   "facet": true,
   "values": {
    "false": 51
   }
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   "filterable": true,
   "facet": true,
   "values": {
    "false": 48,
    "true": 3
   }
  },
  {
   "name": "invariant_count",
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   "description": "Number of invariants",
   "filterable": true,
   "facet": true,
   "values": {
    "3": 50,
    "4": 1
   },
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   "filterable": true,
   "facet": true,
   "values": {
    "2": 10,
    "3": 41
   },
   "min": 2,
   "max": 3
  },
  {
   "name": "superseded_count",
   "type": "integer",
   "description": "Number of earlier versions this pattern supersedes",
   "filterable": true,
   "facet": true,
   "values": {
    "0": 51
   },
   "min": 0,
   "max": 0
  },
  {
   "name": "fan_out",
   "type": "integer",
   "description": "Distinct patterns this one builds on (dependencies and extends)",
   "filterable": true,
   "min": 0,
   "max": 5
  },
  {
   "name": "fan_in_direct",
   "type": "integer",
   "description": "Distinct patterns that build on this one directly",
   "filterable": true,
   "min": 0,
   "max": 12
  },
  {
   "name": "fan_in",
   "type": "integer",
   "description": "Transitive dependents through dependencies (scripts/audit/fan_in.py): patterns that rehash if this one changes",
   "filterable": true,
   "min": 0,
   "max": 17
  },
  {
   "name": "builds_on",
   "type": "edge[]",
   "description": "Outgoing edges {handle, kind}",
   "filterable": false
  },
  {
   "name": "used_by",
   "type": "edge[]",
   "description": "Reverse edges {handle, kind}, computed at build time",
   "filterable": false
  },
  {
   "name": "also_in",
   "type": "string[]",
   "description": "Other libraries holding the same Sema ID",
   "filterable": true
  },
  {
   "name": "detail_url",
   "type": "url",
   "description": "Markdown page",
   "filterable": false
  },
  {
   "name": "json_url",
   "type": "url",
   "description": "JSON: source file plus used_by",
   "filterable": false
  },
  {
   "name": "page_url",
   "type": "url",
   "description": "HTML page",
   "filterable": false
  }
 ],
 "patterns": [
  {
   "slug": "AnthropomorphicRiskBias",
   "name": "AnthropomorphicRiskBias",
   "ref": "AnthropomorphicRiskBias#abbe",
   "sema_id": "sema:AnthropomorphicRiskBias#mh:SHA-256:abbe331f94cedf8bf3306ff3e638db4821bb4b624a3c35cccee6b2cf9e5bfe9b",
   "stub": "abbe",
   "layer": "Mind",
   "type": "Reasoning",
   "category": "Reasoning",
   "path": [
    "Mind",
    "Reasoning"
   ],
   "tags": [
    "Mind",
    "Reasoning"
   ],
   "summary": "The gap between how humans model and manage risk and how organisms manage it: decision over organisation, prediction over creation, control of shape over change of shape",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 5,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "InformationGrowth",
     "kind": "cites"
    },
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "MonoModularity",
     "kind": "cites"
    },
    {
     "handle": "MultiModularity",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/AnthropomorphicRiskBias.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/AnthropomorphicRiskBias.json",
   "page_url": "https://mindscape.world/origin-of-risk/AnthropomorphicRiskBias/"
  },
  {
   "slug": "BalancedScopeChange",
   "name": "BalancedScopeChange",
   "ref": "BalancedScopeChange#94e1",
   "sema_id": "sema:BalancedScopeChange#mh:SHA-256:94e1ba81b233cf8461371d7777d0c4342aa94a04628ee421915460b9c470b4a0",
   "stub": "94e1",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "Let scope move in and out of a project in balance, so the resource forecast stays intact while the delivered value rises",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "InformationDividend",
     "kind": "cites"
    },
    {
     "handle": "ResourceShapeSeparation",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/BalancedScopeChange.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/BalancedScopeChange.json",
   "page_url": "https://mindscape.world/origin-of-risk/BalancedScopeChange/"
  },
  {
   "slug": "ChannelCapacity",
   "name": "ChannelCapacity",
   "ref": "ChannelCapacity#8693",
   "sema_id": "sema:ChannelCapacity#mh:SHA-256:8693c99893f57b357ed98d0e4b5a56b4a0c8f47eff8efb07763cad8c45c3057c",
   "stub": "8693",
   "layer": "Infrastructure",
   "type": "Primitives",
   "category": "Primitives",
   "path": [
    "Infrastructure",
    "Primitives"
   ],
   "tags": [
    "Infrastructure",
    "Primitives"
   ],
   "summary": "The maximum rate at which information can be reliably transmitted through a channel, given its noise",
   "ring": 1,
   "tier": 1,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 4,
   "fan_in": 13,
   "builds_on": [],
   "used_by": [
    {
     "handle": "ChimericalComputation",
     "kind": "cites"
    },
    {
     "handle": "CommunicativeRedundancy",
     "kind": "cites"
    },
    {
     "handle": "ComputationalEntropyRate",
     "kind": "cites"
    },
    {
     "handle": "NaturalRiskMathematics",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ChannelCapacity.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ChannelCapacity.json",
   "page_url": "https://mindscape.world/origin-of-risk/ChannelCapacity/"
  },
  {
   "slug": "ChimericalComputation",
   "name": "ChimericalComputation",
   "ref": "ChimericalComputation#b99d",
   "sema_id": "sema:ChimericalComputation#mh:SHA-256:b99db7f13c7095cec1c08d7d94cb41755cbcb53789767fe03252a88ce9d7417a",
   "stub": "b99d",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "Natural work overlaps: doing more of one task always means doing a little less of another, and imperfect alignment between them packs more function into the same agents",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 1,
   "fan_in": 3,
   "builds_on": [
    {
     "handle": "ChannelCapacity",
     "kind": "cites"
    },
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "MultiModularity",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "OrganisationGame",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ChimericalComputation.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ChimericalComputation.json",
   "page_url": "https://mindscape.world/origin-of-risk/ChimericalComputation/"
  },
  {
   "slug": "CommunicativeRedundancy",
   "name": "CommunicativeRedundancy",
   "ref": "CommunicativeRedundancy#dceb",
   "sema_id": "sema:CommunicativeRedundancy#mh:SHA-256:dcebae06ba3e348b7fa1aae8be8b7e87151d48b28ac90efc152c95e883770319",
   "stub": "dceb",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "Redundancy in communication is inefficient for one message or interaction but efficient for a space in which many interactions keep taking place",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "ChannelCapacity",
     "kind": "cites"
    },
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "PeripheralHitchhiking",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/CommunicativeRedundancy.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/CommunicativeRedundancy.json",
   "page_url": "https://mindscape.world/origin-of-risk/CommunicativeRedundancy/"
  },
  {
   "slug": "ComputationalEntropyRate",
   "name": "ComputationalEntropyRate",
   "ref": "ComputationalEntropyRate#4f45",
   "sema_id": "sema:ComputationalEntropyRate#mh:SHA-256:4f452b8ec7cb60a7e69fa5509ed17eaa33a77019be8631a7bbb71ae1a24c9144",
   "stub": "4f45",
   "layer": "Infrastructure",
   "type": "Primitives",
   "category": "Primitives",
   "path": [
    "Infrastructure",
    "Primitives"
   ],
   "tags": [
    "Infrastructure",
    "Primitives"
   ],
   "summary": "Bits submitted per bit accepted in a channel that computes, where rejection is meaningful work rather than noise",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 1,
   "fan_in_direct": 4,
   "fan_in": 7,
   "builds_on": [
    {
     "handle": "ChannelCapacity",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "ConcurrentBetHedge",
     "kind": "cites"
    },
    {
     "handle": "EndogenousStress",
     "kind": "cites"
    },
    {
     "handle": "FractionalMetaModel",
     "kind": "cites"
    },
    {
     "handle": "ProximateOptions",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ComputationalEntropyRate.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ComputationalEntropyRate.json",
   "page_url": "https://mindscape.world/origin-of-risk/ComputationalEntropyRate/"
  },
  {
   "slug": "ConcurrentBetHedge",
   "name": "ConcurrentBetHedge",
   "ref": "ConcurrentBetHedge#9c2a",
   "sema_id": "sema:ConcurrentBetHedge#mh:SHA-256:9c2a799b9cba80a6358823edeb7cee76593e95596853a6715c1f5bf056b47787",
   "stub": "9c2a",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "Switch one line of development back and forth between two inversely related niches, so that a path to complex function exists where no path exists within a single niche",
   "ring": 2,
   "tier": 3,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 4,
   "fan_in_direct": 1,
   "fan_in": 1,
   "builds_on": [
    {
     "handle": "ComputationalEntropyRate",
     "kind": "cites"
    },
    {
     "handle": "Exaptation",
     "kind": "cites"
    },
    {
     "handle": "MetaAccuracy",
     "kind": "cites"
    },
    {
     "handle": "NaturalProblem",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "PartialCryptographicChange",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ConcurrentBetHedge.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ConcurrentBetHedge.json",
   "page_url": "https://mindscape.world/origin-of-risk/ConcurrentBetHedge/"
  },
  {
   "slug": "CorrectAsYouGrow",
   "name": "CorrectAsYouGrow",
   "ref": "CorrectAsYouGrow#0062",
   "sema_id": "sema:CorrectAsYouGrow#mh:SHA-256:006233f72b4faf4e294db05f8741b831d591db22f82e3e04282c4b7bce250742",
   "stub": "0062",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "When the total investment is not known in advance, add corrective information as mass is added, from more than one model",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "MassAmplifiedError",
     "kind": "cites"
    },
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "SelfCheckingBias",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/CorrectAsYouGrow.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/CorrectAsYouGrow.json",
   "page_url": "https://mindscape.world/origin-of-risk/CorrectAsYouGrow/"
  },
  {
   "slug": "CounterfactualCurve",
   "name": "CounterfactualCurve",
   "ref": "CounterfactualCurve#7ca5",
   "sema_id": "sema:CounterfactualCurve#mh:SHA-256:7ca5e42bb1403469b09f1e64ebaf8e5d78cfaad12b7bc83bb7652081ac202466",
   "stub": "7ca5",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "The value of options kept viable but never used, visible as the departure of a well-run project from the superficially most efficient path",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 1,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "VectorOptionTimeline",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/CounterfactualCurve.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/CounterfactualCurve.json",
   "page_url": "https://mindscape.world/origin-of-risk/CounterfactualCurve/"
  },
  {
   "slug": "CryptographicChange",
   "name": "CryptographicChange",
   "ref": "CryptographicChange#b5bc",
   "sema_id": "sema:CryptographicChange#mh:SHA-256:b5bca2d05d1d78791bc7caa60a3653f88e54d8cf94dae9e809a33345be9d28ea",
   "stub": "b5bc",
   "layer": "Infrastructure",
   "type": "Primitives",
   "category": "Primitives",
   "path": [
    "Infrastructure",
    "Primitives"
   ],
   "tags": [
    "Infrastructure",
    "Primitives"
   ],
   "summary": "Using the room a prediction frees up in a process, either to return visible savings or to run extra functions that the process's outputs do not reveal",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": true,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 1,
   "fan_in_direct": 3,
   "fan_in": 3,
   "builds_on": [
    {
     "handle": "ProductivePredictionMachine",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "FullCryptographicChange",
     "kind": "cites"
    },
    {
     "handle": "PartialCryptographicChange",
     "kind": "cites"
    },
    {
     "handle": "QuasiCryptographicChange",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/CryptographicChange.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/CryptographicChange.json",
   "page_url": "https://mindscape.world/origin-of-risk/CryptographicChange/"
  },
  {
   "slug": "EndogenousStress",
   "name": "EndogenousStress",
   "ref": "EndogenousStress#5367",
   "sema_id": "sema:EndogenousStress#mh:SHA-256:5367f1ad026491329822553c265a3e9fefb5555dc7779d8bb5f772ce6af86aa2",
   "stub": "5367",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "The internal load a system carries from being partly prepared for possible external stressors",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 1,
   "fan_in": 1,
   "builds_on": [
    {
     "handle": "ComputationalEntropyRate",
     "kind": "cites"
    },
    {
     "handle": "ExogenousStress",
     "kind": "cites"
    },
    {
     "handle": "FractionalMetaModel",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "FractionalDelivery",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/EndogenousStress.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/EndogenousStress.json",
   "page_url": "https://mindscape.world/origin-of-risk/EndogenousStress/"
  },
  {
   "slug": "Exaptation",
   "name": "Exaptation",
   "ref": "Exaptation#06ca",
   "sema_id": "sema:Exaptation#mh:SHA-256:06cae6a4301f79235dfe22ff7cb2f2428bd5fe86b1d689e32e290d48b7bbc783",
   "stub": "06ca",
   "layer": "Physics",
   "type": "Dynamics",
   "category": "Dynamics",
   "path": [
    "Physics",
    "Dynamics"
   ],
   "tags": [
    "Physics",
    "Dynamics"
   ],
   "summary": "A mechanism that evolved for one function is taken over for a different function in a new context",
   "ring": 1,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 2,
   "fan_in": 3,
   "builds_on": [],
   "used_by": [
    {
     "handle": "ConcurrentBetHedge",
     "kind": "cites"
    },
    {
     "handle": "NaturalProblem",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/Exaptation.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/Exaptation.json",
   "page_url": "https://mindscape.world/origin-of-risk/Exaptation/"
  },
  {
   "slug": "ExogenousStress",
   "name": "ExogenousStress",
   "ref": "ExogenousStress#6a33",
   "sema_id": "sema:ExogenousStress#mh:SHA-256:6a33d65f1361a95ad72b8a8d59c90bf253e08f804e2a79532977d5113987b672",
   "stub": "6a33",
   "layer": "Physics",
   "type": "Dynamics",
   "category": "Dynamics",
   "path": [
    "Physics",
    "Dynamics"
   ],
   "tags": [
    "Physics",
    "Dynamics"
   ],
   "summary": "An external event or change in requirements that the current shape does not handle and that forces it to change",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 4,
   "fan_in": 5,
   "builds_on": [],
   "used_by": [
    {
     "handle": "EndogenousStress",
     "kind": "cites"
    },
    {
     "handle": "FractionalMetaModel",
     "kind": "cites"
    },
    {
     "handle": "RedQueenRace",
     "kind": "cites"
    },
    {
     "handle": "StoppingRule",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ExogenousStress.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ExogenousStress.json",
   "page_url": "https://mindscape.world/origin-of-risk/ExogenousStress/"
  },
  {
   "slug": "ExplosiveNoise",
   "name": "ExplosiveNoise",
   "ref": "ExplosiveNoise#fde1",
   "sema_id": "sema:ExplosiveNoise#mh:SHA-256:fde13e8fe8e40d0be4bd3e133570f284ff8d1dc5edab8dde4b029c09eb96e8d3",
   "stub": "fde1",
   "layer": "Mind",
   "type": "Inference",
   "category": "Inference",
   "path": [
    "Mind",
    "Inference"
   ],
   "tags": [
    "Mind",
    "Inference"
   ],
   "summary": "What a single-model system filters out as noise can be signal belonging to another, overlapping model",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 4,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "InformationGrowth",
     "kind": "cites"
    },
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "MonoModularity",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ExplosiveNoise.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ExplosiveNoise.json",
   "page_url": "https://mindscape.world/origin-of-risk/ExplosiveNoise/"
  },
  {
   "slug": "FractalityTest",
   "name": "FractalityTest",
   "ref": "FractalityTest#5482",
   "sema_id": "sema:FractalityTest#mh:SHA-256:54821a508ea02eee285d10a669d27ed3a6179e5d6e3169c25faf14cba63ec323",
   "stub": "5482",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "Granular, local or short-term responsiveness only pays if the local optimum differs from the global average",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 1,
   "fan_in": 3,
   "builds_on": [
    {
     "handle": "InformationDividend",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "WeatherAgent",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/FractalityTest.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/FractalityTest.json",
   "page_url": "https://mindscape.world/origin-of-risk/FractalityTest/"
  },
  {
   "slug": "FractionalDelivery",
   "name": "FractionalDelivery",
   "ref": "FractionalDelivery#fe1c",
   "sema_id": "sema:FractionalDelivery#mh:SHA-256:fe1c10ac39652798ee9b2edd66406f9b1857f125b220f962d90fe9934cdccca7",
   "stub": "fe1c",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "Pre-position part of a possible future configuration so that, when the game changes, most agents already fit the new optimum and only the remaining fraction must change strategy",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 4,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "EndogenousStress",
     "kind": "cites"
    },
    {
     "handle": "FractionalMetaModel",
     "kind": "cites"
    },
    {
     "handle": "Laterality",
     "kind": "cites"
    },
    {
     "handle": "OrganisationGame",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/FractionalDelivery.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/FractionalDelivery.json",
   "page_url": "https://mindscape.world/origin-of-risk/FractionalDelivery/"
  },
  {
   "slug": "FractionalMetaModel",
   "name": "FractionalMetaModel",
   "ref": "FractionalMetaModel#b25a",
   "sema_id": "sema:FractionalMetaModel#mh:SHA-256:b25a96009ba8797d2c4a8673cebfe38ebb0326d237a3669a2a2d7f56aeb5e2c2",
   "stub": "b25a",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "An implementation that is at once one working model and a partial implementation of several others, so that some functions can be completed or removed with a small change",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 4,
   "fan_in_direct": 3,
   "fan_in": 3,
   "builds_on": [
    {
     "handle": "ComputationalEntropyRate",
     "kind": "cites"
    },
    {
     "handle": "ExogenousStress",
     "kind": "cites"
    },
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "ProximateOptions",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "EndogenousStress",
     "kind": "cites"
    },
    {
     "handle": "FractionalDelivery",
     "kind": "cites"
    },
    {
     "handle": "StoppingRule",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/FractionalMetaModel.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/FractionalMetaModel.json",
   "page_url": "https://mindscape.world/origin-of-risk/FractionalMetaModel/"
  },
  {
   "slug": "FullCryptographicChange",
   "name": "FullCryptographicChange",
   "ref": "FullCryptographicChange#8ded",
   "sema_id": "sema:FullCryptographicChange#mh:SHA-256:8ded38dc1ec73912225e20273a75efd77caf73d44a6c4116da9678e2f8990532",
   "stub": "8ded",
   "layer": "Infrastructure",
   "type": "Primitives",
   "category": "Primitives",
   "path": [
    "Infrastructure",
    "Primitives"
   ],
   "tags": [
    "Infrastructure",
    "Primitives"
   ],
   "summary": "A parasitic function that rides on a host process, occupying the same states without needing any prediction, and paying only in delay",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": true,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 1,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "CryptographicChange",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/FullCryptographicChange.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/FullCryptographicChange.json",
   "page_url": "https://mindscape.world/origin-of-risk/FullCryptographicChange/"
  },
  {
   "slug": "InformationDividend",
   "name": "InformationDividend",
   "ref": "InformationDividend#80a3",
   "sema_id": "sema:InformationDividend#mh:SHA-256:80a31b65e2e233ba0230d8a6477e43b1d8308ae8a020e5135f1665602ec79280",
   "stub": "80a3",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "The payoff from changing shape to exploit reliable short-term information, which exists even when the long-range forecast is entirely correct",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 5,
   "fan_in": 7,
   "builds_on": [
    {
     "handle": "InformationGrowth",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "BalancedScopeChange",
     "kind": "cites"
    },
    {
     "handle": "FractalityTest",
     "kind": "cites"
    },
    {
     "handle": "ResourceShapeSeparation",
     "kind": "cites"
    },
    {
     "handle": "StrategicIntermediateState",
     "kind": "cites"
    },
    {
     "handle": "WeatherAgent",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/InformationDividend.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/InformationDividend.json",
   "page_url": "https://mindscape.world/origin-of-risk/InformationDividend/"
  },
  {
   "slug": "InformationGrowth",
   "name": "InformationGrowth",
   "ref": "InformationGrowth#9a86",
   "sema_id": "sema:InformationGrowth#mh:SHA-256:9a86182b8561d0eada5a28b0ceb30fa00500e725d050f760805b8f0da37125de",
   "stub": "9a86",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "Adding new information that has value in its own right, even when exploiting it deforms or abandons the current shape",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 5,
   "fan_in": 11,
   "builds_on": [],
   "used_by": [
    {
     "handle": "AnthropomorphicRiskBias",
     "kind": "cites"
    },
    {
     "handle": "ExplosiveNoise",
     "kind": "cites"
    },
    {
     "handle": "InformationDividend",
     "kind": "cites"
    },
    {
     "handle": "ShapeMassInformation",
     "kind": "cites"
    },
    {
     "handle": "StrategicIntermediateState",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/InformationGrowth.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/InformationGrowth.json",
   "page_url": "https://mindscape.world/origin-of-risk/InformationGrowth/"
  },
  {
   "slug": "Laterality",
   "name": "Laterality",
   "ref": "Laterality#f864",
   "sema_id": "sema:Laterality#mh:SHA-256:f864c6713f7a81a2b9df3c13674ca1c30f592728f0a389d5e0cc45212b948c7b",
   "stub": "f864",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "The number of functional units that must coordinate for an action to happen; the more units, the less likely it happens",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 7,
   "fan_in": 11,
   "builds_on": [],
   "used_by": [
    {
     "handle": "FractionalDelivery",
     "kind": "cites"
    },
    {
     "handle": "LowLateralityExit",
     "kind": "cites"
    },
    {
     "handle": "ManyWaysReliability",
     "kind": "cites"
    },
    {
     "handle": "OrganisationGame",
     "kind": "cites"
    },
    {
     "handle": "OrgChartBias",
     "kind": "cites"
    },
    {
     "handle": "PeripheralHitchhiking",
     "kind": "cites"
    },
    {
     "handle": "ResourceShapeSeparation",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/Laterality.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/Laterality.json",
   "page_url": "https://mindscape.world/origin-of-risk/Laterality/"
  },
  {
   "slug": "LowLateralityExit",
   "name": "LowLateralityExit",
   "ref": "LowLateralityExit#1991",
   "sema_id": "sema:LowLateralityExit#mh:SHA-256:1991c3fb6f8cccb3e319b7a70ba9881e003b3cffdf49f77bde73cfb85a5d52d1",
   "stub": "1991",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "Build in points where one party alone can stop or change course, so that ending an activity never needs everyone to switch at once",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "Laterality",
     "kind": "cites"
    },
    {
     "handle": "OrganisationGame",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/LowLateralityExit.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/LowLateralityExit.json",
   "page_url": "https://mindscape.world/origin-of-risk/LowLateralityExit/"
  },
  {
   "slug": "LudicFallacy",
   "name": "LudicFallacy",
   "ref": "LudicFallacy#903a",
   "sema_id": "sema:LudicFallacy#mh:SHA-256:903a3dd0acfc146efecaf0c683413d5486c764fa101e543268d0ba028918b0cf",
   "stub": "903a",
   "layer": "Mind",
   "type": "Reasoning",
   "category": "Reasoning",
   "path": [
    "Mind",
    "Reasoning"
   ],
   "tags": [
    "Mind",
    "Reasoning"
   ],
   "summary": "Mistaking an artificial, rule-bound model of a situation for the real situation, and its yardstick for the real goal",
   "ring": 1,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 1,
   "fan_in": 3,
   "builds_on": [],
   "used_by": [
    {
     "handle": "NaturalProblem",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/LudicFallacy.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/LudicFallacy.json",
   "page_url": "https://mindscape.world/origin-of-risk/LudicFallacy/"
  },
  {
   "slug": "ManyWaysReliability",
   "name": "ManyWaysReliability",
   "ref": "ManyWaysReliability#4ee0",
   "sema_id": "sema:ManyWaysReliability#mh:SHA-256:4ee0395add3a6f0da36a847f89d8197a1813a18469049dec150df18f09da48bb",
   "stub": "4ee0",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "A task with many noisy pathways happens reliably by the law of large numbers, without a single accountable owner",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 1,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "Laterality",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ManyWaysReliability.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ManyWaysReliability.json",
   "page_url": "https://mindscape.world/origin-of-risk/ManyWaysReliability/"
  },
  {
   "slug": "MassAddition",
   "name": "MassAddition",
   "ref": "MassAddition#c51d",
   "sema_id": "sema:MassAddition#mh:SHA-256:c51d977414e13d47f38e9ddab62fccb6d88d5f9f4514264fe389414515c16b0a",
   "stub": "c51d",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "Committing investment (money, matter, energy, people or action) to the information an organisation currently holds",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 3,
   "fan_in": 4,
   "builds_on": [],
   "used_by": [
    {
     "handle": "MassAmplifiedError",
     "kind": "cites"
    },
    {
     "handle": "ShapeLossAsGrowth",
     "kind": "cites"
    },
    {
     "handle": "ShapeMassInformation",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/MassAddition.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/MassAddition.json",
   "page_url": "https://mindscape.world/origin-of-risk/MassAddition/"
  },
  {
   "slug": "MassAmplifiedError",
   "name": "MassAmplifiedError",
   "ref": "MassAmplifiedError#19b2",
   "sema_id": "sema:MassAmplifiedError#mh:SHA-256:19b274047a79ec641a4d9db1074d82de3def8c245515a6d57ba7b7df605d6c70",
   "stub": "19b2",
   "layer": "Mind",
   "type": "Reasoning",
   "category": "Reasoning",
   "path": [
    "Mind",
    "Reasoning"
   ],
   "tags": [
    "Mind",
    "Reasoning"
   ],
   "summary": "A fixed error rate in a frozen model grows into a larger absolute error the more is invested in that model",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 4,
   "fan_in_direct": 1,
   "fan_in": 1,
   "builds_on": [
    {
     "handle": "MassAddition",
     "kind": "cites"
    },
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "MonoModularity",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "CorrectAsYouGrow",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/MassAmplifiedError.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/MassAmplifiedError.json",
   "page_url": "https://mindscape.world/origin-of-risk/MassAmplifiedError/"
  },
  {
   "slug": "MetaAccuracy",
   "name": "MetaAccuracy",
   "ref": "MetaAccuracy#dd9f",
   "sema_id": "sema:MetaAccuracy#mh:SHA-256:dd9f9e02d4206c9eb636f9e2bc9356d375fe37c9aa97277f91a04691dbcf7809",
   "stub": "dd9f",
   "layer": "Mind",
   "type": "Reasoning",
   "category": "Reasoning",
   "path": [
    "Mind",
    "Reasoning"
   ],
   "tags": [
    "Mind",
    "Reasoning"
   ],
   "summary": "Success at hitting any one of several available targets, each measured in its own code",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 3,
   "fan_in": 8,
   "builds_on": [],
   "used_by": [
    {
     "handle": "ConcurrentBetHedge",
     "kind": "cites"
    },
    {
     "handle": "NaturalProblem",
     "kind": "cites"
    },
    {
     "handle": "ProximateOptions",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/MetaAccuracy.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/MetaAccuracy.json",
   "page_url": "https://mindscape.world/origin-of-risk/MetaAccuracy/"
  },
  {
   "slug": "MetaModularity",
   "name": "MetaModularity",
   "ref": "MetaModularity#cb6c",
   "sema_id": "sema:MetaModularity#mh:SHA-256:cb6cc554a6eb00214b5e2fba0504373bc4312dd5d74ec4fdc71bb20224197aef",
   "stub": "cb6c",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "A body plan that holds many overlapping but non-identical models of the same problem, ready to instantiate whichever fits",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 11,
   "fan_in": 16,
   "builds_on": [],
   "used_by": [
    {
     "handle": "AnthropomorphicRiskBias",
     "kind": "cites"
    },
    {
     "handle": "ChimericalComputation",
     "kind": "cites"
    },
    {
     "handle": "CommunicativeRedundancy",
     "kind": "cites"
    },
    {
     "handle": "CorrectAsYouGrow",
     "kind": "cites"
    },
    {
     "handle": "ExplosiveNoise",
     "kind": "cites"
    },
    {
     "handle": "FractionalMetaModel",
     "kind": "cites"
    },
    {
     "handle": "MassAmplifiedError",
     "kind": "cites"
    },
    {
     "handle": "NaturalRiskMathematics",
     "kind": "cites"
    },
    {
     "handle": "OrganicWork",
     "kind": "cites"
    },
    {
     "handle": "SelfCheckingBias",
     "kind": "cites"
    },
    {
     "handle": "ShapeLossAsGrowth",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/MetaModularity.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/MetaModularity.json",
   "page_url": "https://mindscape.world/origin-of-risk/MetaModularity/"
  },
  {
   "slug": "MetaPrecision",
   "name": "MetaPrecision",
   "ref": "MetaPrecision#63f2",
   "sema_id": "sema:MetaPrecision#mh:SHA-256:63f292ef7c5542a9fa0f90bf974f6664c04dce490532f5bf7a3d107672282074",
   "stub": "63f2",
   "layer": "Mind",
   "type": "Reasoning",
   "category": "Reasoning",
   "path": [
    "Mind",
    "Reasoning"
   ],
   "tags": [
    "Mind",
    "Reasoning"
   ],
   "summary": "How comparable all attempts are under one shared yardstick, which is what makes them rankable",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 1,
   "fan_in": 3,
   "builds_on": [],
   "used_by": [
    {
     "handle": "NaturalProblem",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/MetaPrecision.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/MetaPrecision.json",
   "page_url": "https://mindscape.world/origin-of-risk/MetaPrecision/"
  },
  {
   "slug": "MonoModularity",
   "name": "MonoModularity",
   "ref": "MonoModularity#944c",
   "sema_id": "sema:MonoModularity#mh:SHA-256:944c5f3013c718b6999c18f4628b584633ba3a8e294a6c268e0c5e2bfcf1d22e",
   "stub": "944c",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "A body plan in which one model processes every situation, treating each situation as just more data for the same process",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 5,
   "fan_in": 6,
   "builds_on": [],
   "used_by": [
    {
     "handle": "AnthropomorphicRiskBias",
     "kind": "cites"
    },
    {
     "handle": "ExplosiveNoise",
     "kind": "cites"
    },
    {
     "handle": "MassAmplifiedError",
     "kind": "cites"
    },
    {
     "handle": "OrganicWork",
     "kind": "cites"
    },
    {
     "handle": "SelfCheckingBias",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/MonoModularity.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/MonoModularity.json",
   "page_url": "https://mindscape.world/origin-of-risk/MonoModularity/"
  },
  {
   "slug": "MultiModularity",
   "name": "MultiModularity",
   "ref": "MultiModularity#1565",
   "sema_id": "sema:MultiModularity#mh:SHA-256:156543a6f644d72a469b5b23b8b59f178f1d59aa018f7cc26b272641b80c38be",
   "stub": "1565",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "A body plan of standardised, separate parts that can be swapped like for like",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 2,
   "fan_in": 5,
   "builds_on": [],
   "used_by": [
    {
     "handle": "AnthropomorphicRiskBias",
     "kind": "cites"
    },
    {
     "handle": "ChimericalComputation",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/MultiModularity.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/MultiModularity.json",
   "page_url": "https://mindscape.world/origin-of-risk/MultiModularity/"
  },
  {
   "slug": "NaturalProblem",
   "name": "NaturalProblem",
   "ref": "NaturalProblem#ea59",
   "sema_id": "sema:NaturalProblem#mh:SHA-256:ea59543ebcccb8df82bcc1a5e3dace47428a178230154ac53345b0e39daae102",
   "stub": "ea59",
   "layer": "Mind",
   "type": "Reasoning",
   "category": "Reasoning",
   "path": [
    "Mind",
    "Reasoning"
   ],
   "tags": [
    "Mind",
    "Reasoning"
   ],
   "summary": "A problem in which meta-accuracy trades off against meta-precision, so that solving it requires changing shape",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 4,
   "fan_in_direct": 1,
   "fan_in": 2,
   "builds_on": [
    {
     "handle": "Exaptation",
     "kind": "cites"
    },
    {
     "handle": "LudicFallacy",
     "kind": "cites"
    },
    {
     "handle": "MetaAccuracy",
     "kind": "cites"
    },
    {
     "handle": "MetaPrecision",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "ConcurrentBetHedge",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/NaturalProblem.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/NaturalProblem.json",
   "page_url": "https://mindscape.world/origin-of-risk/NaturalProblem/"
  },
  {
   "slug": "NaturalRiskMathematics",
   "name": "NaturalRiskMathematics",
   "ref": "NaturalRiskMathematics#ed8f",
   "sema_id": "sema:NaturalRiskMathematics#mh:SHA-256:ed8f4d1b793c26c936bc373abda92f57352271c6a4cc268a3e7ac6a7c96f4d06",
   "stub": "ed8f",
   "layer": "Mind",
   "type": "Reasoning",
   "category": "Reasoning",
   "path": [
    "Mind",
    "Reasoning"
   ],
   "tags": [
    "Mind",
    "Reasoning"
   ],
   "summary": "Model natural risk with three mathematics used together: game theory, information theory and computer theory",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "ChannelCapacity",
     "kind": "cites"
    },
    {
     "handle": "MetaModularity",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/NaturalRiskMathematics.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/NaturalRiskMathematics.json",
   "page_url": "https://mindscape.world/origin-of-risk/NaturalRiskMathematics/"
  },
  {
   "slug": "OrgChartBias",
   "name": "OrgChartBias",
   "ref": "OrgChartBias#71b1",
   "sema_id": "sema:OrgChartBias#mh:SHA-256:71b1eb2b8eea243b25753f2e17134f501ebe6982f33ebe23b34f1d71af266063",
   "stub": "71b1",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "Every organisational structure makes some tasks 'losers' with high laterality and weak communication; reorganising only moves the problem",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "Laterality",
     "kind": "cites"
    },
    {
     "handle": "PeripheralHitchhiking",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/OrgChartBias.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/OrgChartBias.json",
   "page_url": "https://mindscape.world/origin-of-risk/OrgChartBias/"
  },
  {
   "slug": "OrganicWork",
   "name": "OrganicWork",
   "ref": "OrganicWork#3df6",
   "sema_id": "sema:OrganicWork#mh:SHA-256:3df69c75934f1e354c6a414cbf27652ad76389f9605b7059c57a176c93337cbc",
   "stub": "3df6",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "Work whose shape is not fully controlled centrally and is not dominated by a single objective",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "MonoModularity",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/OrganicWork.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/OrganicWork.json",
   "page_url": "https://mindscape.world/origin-of-risk/OrganicWork/"
  },
  {
   "slug": "OrganisationGame",
   "name": "OrganisationGame",
   "ref": "OrganisationGame#9269",
   "sema_id": "sema:OrganisationGame#mh:SHA-256:9269cc8c1dc81d154d11f324f8f482a68d636ee6956267f529676a23c2cc3759",
   "stub": "9269",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "A pure coordination game in which the best joint strategy keeps changing, so the key is how cheaply players can move to the next game",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 2,
   "fan_in": 2,
   "builds_on": [
    {
     "handle": "ChimericalComputation",
     "kind": "cites"
    },
    {
     "handle": "Laterality",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "FractionalDelivery",
     "kind": "cites"
    },
    {
     "handle": "LowLateralityExit",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/OrganisationGame.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/OrganisationGame.json",
   "page_url": "https://mindscape.world/origin-of-risk/OrganisationGame/"
  },
  {
   "slug": "PartialCryptographicChange",
   "name": "PartialCryptographicChange",
   "ref": "PartialCryptographicChange#aa0b",
   "sema_id": "sema:PartialCryptographicChange#mh:SHA-256:aa0b47ebb9952dc028813bc0140379b99d8f92acd23518c6fe95e21dd89d681e",
   "stub": "aa0b",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "Fill the room a prediction frees up with an extra process interleaved with the main one, so a second function runs at no visible cost",
   "ring": 2,
   "tier": 3,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": true,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "ConcurrentBetHedge",
     "kind": "cites"
    },
    {
     "handle": "CryptographicChange",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/PartialCryptographicChange.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/PartialCryptographicChange.json",
   "page_url": "https://mindscape.world/origin-of-risk/PartialCryptographicChange/"
  },
  {
   "slug": "PeripheralHitchhiking",
   "name": "PeripheralHitchhiking",
   "ref": "PeripheralHitchhiking#0672",
   "sema_id": "sema:PeripheralHitchhiking#mh:SHA-256:0672d974b11990531d4c222670dbb66a5bf691e2aa9d6eab14707c44324cd68f",
   "stub": "0672",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "Unplanned but necessary information travels on top of regular primary communication",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 1,
   "fan_in_direct": 2,
   "fan_in": 2,
   "builds_on": [
    {
     "handle": "Laterality",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "CommunicativeRedundancy",
     "kind": "cites"
    },
    {
     "handle": "OrgChartBias",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/PeripheralHitchhiking.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/PeripheralHitchhiking.json",
   "page_url": "https://mindscape.world/origin-of-risk/PeripheralHitchhiking/"
  },
  {
   "slug": "ProductivePredictionMachine",
   "name": "ProductivePredictionMachine",
   "ref": "ProductivePredictionMachine#245b",
   "sema_id": "sema:ProductivePredictionMachine#mh:SHA-256:245b2fe0b8429deec4d9e5f9358e38e0550f97e679eaf5948b2c84300df38811",
   "stub": "245b",
   "layer": "Infrastructure",
   "type": "Primitives",
   "category": "Primitives",
   "path": [
    "Infrastructure",
    "Primitives"
   ],
   "tags": [
    "Infrastructure",
    "Primitives"
   ],
   "summary": "A machine simplified by a prediction about its inputs, so that it does the same work with less, for as long as the prediction holds",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 2,
   "fan_in": 4,
   "builds_on": [],
   "used_by": [
    {
     "handle": "CryptographicChange",
     "kind": "cites"
    },
    {
     "handle": "QuasiCryptographicChange",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ProductivePredictionMachine.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ProductivePredictionMachine.json",
   "page_url": "https://mindscape.world/origin-of-risk/ProductivePredictionMachine/"
  },
  {
   "slug": "ProximateOptions",
   "name": "ProximateOptions",
   "ref": "ProximateOptions#9b4d",
   "sema_id": "sema:ProximateOptions#mh:SHA-256:9b4d9572f268a6bfba63e1edf49f10434b15e7f0fed79e57e815d689317b0ddb",
   "stub": "9b4d",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "Inputs that are generated but currently rejected are cheap, latent options sitting in the gap between the generator's and the acceptor's languages",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 1,
   "fan_in": 4,
   "builds_on": [
    {
     "handle": "ComputationalEntropyRate",
     "kind": "cites"
    },
    {
     "handle": "MetaAccuracy",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "FractionalMetaModel",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ProximateOptions.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ProximateOptions.json",
   "page_url": "https://mindscape.world/origin-of-risk/ProximateOptions/"
  },
  {
   "slug": "QuasiCryptographicChange",
   "name": "QuasiCryptographicChange",
   "ref": "QuasiCryptographicChange#172c",
   "sema_id": "sema:QuasiCryptographicChange#mh:SHA-256:172cd88468f3028aa80942220b9084e3cc23cc9a28f41f223fc030c2b26ed61b",
   "stub": "172c",
   "layer": "Infrastructure",
   "type": "Primitives",
   "category": "Primitives",
   "path": [
    "Infrastructure",
    "Primitives"
   ],
   "tags": [
    "Infrastructure",
    "Primitives"
   ],
   "summary": "Hand back the room a prediction frees up as visible efficiency savings: same function, measurably cheaper, nothing hidden",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "CryptographicChange",
     "kind": "cites"
    },
    {
     "handle": "ProductivePredictionMachine",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/QuasiCryptographicChange.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/QuasiCryptographicChange.json",
   "page_url": "https://mindscape.world/origin-of-risk/QuasiCryptographicChange/"
  },
  {
   "slug": "RedQueenRace",
   "name": "RedQueenRace",
   "ref": "RedQueenRace#4ec7",
   "sema_id": "sema:RedQueenRace#mh:SHA-256:4ec7a4f123f4db28da17cfca71c4aa7fb3f78c892e01a3a6d049304b26a9709a",
   "stub": "4ec7",
   "layer": "Physics",
   "type": "Dynamics",
   "category": "Dynamics",
   "path": [
    "Physics",
    "Dynamics"
   ],
   "tags": [
    "Physics",
    "Dynamics"
   ],
   "summary": "In a co-evolving environment an agent must keep changing just to hold its position, because the yardstick of fitness moves with every rival's change",
   "ring": 1,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 1,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "ExogenousStress",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/RedQueenRace.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/RedQueenRace.json",
   "page_url": "https://mindscape.world/origin-of-risk/RedQueenRace/"
  },
  {
   "slug": "ResourceShapeSeparation",
   "name": "ResourceShapeSeparation",
   "ref": "ResourceShapeSeparation#a134",
   "sema_id": "sema:ResourceShapeSeparation#mh:SHA-256:a134b6a1aba900011db79661ee8a6c3cb9a4cc1e0da8ff78e1286afc9954a657",
   "stub": "a134",
   "layer": "Society",
   "type": "Coordination",
   "category": "Coordination",
   "path": [
    "Society",
    "Coordination"
   ],
   "tags": [
    "Society",
    "Coordination"
   ],
   "summary": "Predict resources over the long range, and leave the shape of the work free to follow short-range information",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 2,
   "fan_in": 3,
   "builds_on": [
    {
     "handle": "InformationDividend",
     "kind": "cites"
    },
    {
     "handle": "Laterality",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "BalancedScopeChange",
     "kind": "cites"
    },
    {
     "handle": "VectorOptionTimeline",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ResourceShapeSeparation.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ResourceShapeSeparation.json",
   "page_url": "https://mindscape.world/origin-of-risk/ResourceShapeSeparation/"
  },
  {
   "slug": "SelfCheckingBias",
   "name": "SelfCheckingBias",
   "ref": "SelfCheckingBias#a395",
   "sema_id": "sema:SelfCheckingBias#mh:SHA-256:a395d033d3f7b496343149133cfd76ffa831aacf8c2ce455e42c5fc54cc714b6",
   "stub": "a395",
   "layer": "Mind",
   "type": "Reasoning",
   "category": "Reasoning",
   "path": [
    "Mind",
    "Reasoning"
   ],
   "tags": [
    "Mind",
    "Reasoning"
   ],
   "summary": "Correcting as you go still fails when the same model that produced the shape is the one checking it",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 1,
   "fan_in": 1,
   "builds_on": [
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "MonoModularity",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [
    {
     "handle": "CorrectAsYouGrow",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/SelfCheckingBias.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/SelfCheckingBias.json",
   "page_url": "https://mindscape.world/origin-of-risk/SelfCheckingBias/"
  },
  {
   "slug": "ShapeControl",
   "name": "ShapeControl",
   "ref": "ShapeControl#185f",
   "sema_id": "sema:ShapeControl#mh:SHA-256:185f506a48d483fc549fb77ece35dc1f3c54180a0c31657960a2fa6daf155a2d",
   "stub": "185f",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "Keeping an organisation, model or trajectory close to a desired form or target, with information serving that form",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 0,
   "fan_in_direct": 12,
   "fan_in": 17,
   "builds_on": [],
   "used_by": [
    {
     "handle": "AnthropomorphicRiskBias",
     "kind": "cites"
    },
    {
     "handle": "ExplosiveNoise",
     "kind": "cites"
    },
    {
     "handle": "FractalityTest",
     "kind": "cites"
    },
    {
     "handle": "InformationDividend",
     "kind": "cites"
    },
    {
     "handle": "MassAmplifiedError",
     "kind": "cites"
    },
    {
     "handle": "OrganicWork",
     "kind": "cites"
    },
    {
     "handle": "OrgChartBias",
     "kind": "cites"
    },
    {
     "handle": "ResourceShapeSeparation",
     "kind": "cites"
    },
    {
     "handle": "SelfCheckingBias",
     "kind": "cites"
    },
    {
     "handle": "ShapeLossAsGrowth",
     "kind": "cites"
    },
    {
     "handle": "ShapeMassInformation",
     "kind": "cites"
    },
    {
     "handle": "WeatherAgent",
     "kind": "cites"
    }
   ],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ShapeControl.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ShapeControl.json",
   "page_url": "https://mindscape.world/origin-of-risk/ShapeControl/"
  },
  {
   "slug": "ShapeLossAsGrowth",
   "name": "ShapeLossAsGrowth",
   "ref": "ShapeLossAsGrowth#e110",
   "sema_id": "sema:ShapeLossAsGrowth#mh:SHA-256:e110c719cd96e48f7580d5438f7aa093c035ea39ab7cd27d6d6f4ace400e4bbd",
   "stub": "e110",
   "layer": "Mind",
   "type": "Reasoning",
   "category": "Reasoning",
   "path": [
    "Mind",
    "Reasoning"
   ],
   "tags": [
    "Mind",
    "Reasoning"
   ],
   "summary": "Exponential growth curves are better read as loss of shape in the thing being scaled than as a shape to aim for",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 2,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "MassAddition",
     "kind": "cites"
    },
    {
     "handle": "MetaModularity",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ShapeLossAsGrowth.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ShapeLossAsGrowth.json",
   "page_url": "https://mindscape.world/origin-of-risk/ShapeLossAsGrowth/"
  },
  {
   "slug": "ShapeMassInformation",
   "name": "ShapeMassInformation",
   "ref": "ShapeMassInformation#cc79",
   "sema_id": "sema:ShapeMassInformation#mh:SHA-256:cc79283f222d0fa3398ad741d5e4f96363103dc191d538a28d6e7a5ee4f6a16b",
   "stub": "cc79",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "Risk in organisation growth is the balance of three trading-off ingredients: control of shape, addition of mass and growth of information",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 4,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 3,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
    {
     "handle": "InformationGrowth",
     "kind": "cites"
    },
    {
     "handle": "MassAddition",
     "kind": "cites"
    },
    {
     "handle": "ShapeControl",
     "kind": "cites"
    }
   ],
   "used_by": [],
   "also_in": [],
   "detail_url": "https://mindscape.world/scapes/origin-of-risk/ShapeMassInformation.md",
   "json_url": "https://mindscape.world/scapes/origin-of-risk/ShapeMassInformation.json",
   "page_url": "https://mindscape.world/origin-of-risk/ShapeMassInformation/"
  },
  {
   "slug": "StoppingRule",
   "name": "StoppingRule",
   "ref": "StoppingRule#9a1d",
   "sema_id": "sema:StoppingRule#mh:SHA-256:9a1d4616af79fa4b654e36ec26704887ff8f8ac246c1bf71be5207948aa863fc",
   "stub": "9a1d",
   "layer": "Mind",
   "type": "Strategy",
   "category": "Strategy",
   "path": [
    "Mind",
    "Strategy"
   ],
   "tags": [
    "Mind",
    "Strategy"
   ],
   "summary": "Stop integrating stressor handling into a design once it survives a fresh round of unseen simulated stressors, or once further integration costs more than it buys; tested by experiment, not proven from a probability distribution",
   "ring": 2,
   "tier": 2,
   "minted": null,
   "updated": "2026-11-11",
   "has_data_schema": false,
   "has_parameters": false,
   "has_signature": false,
   "has_caution": false,
   "invariant_count": 3,
   "failure_mode_count": 3,
   "superseded_count": 0,
   "fan_out": 2,
   "fan_in_direct": 0,
   "fan_in": 0,
   "builds_on": [
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