{
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  "citation": "Taylor, B. P. (2026). Organisational recursion. The Necessary Tangle, release 0.35. https://transduction.systems/entries/concept_organisational_recursion/",
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    "description": "A domain-specific use of recursion in which operational units may themselves be treated as viable systems with corresponding requirements at another level. Visual nesting alone is not enough.",
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    "canonical_definition": "A domain-specific use of recursion in which an organisational system contains operational units that may themselves be treated as systems with structurally corresponding viability requirements at another level.",
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    "node_id": "concept_organisational_recursion",
    "title": "Organisational recursion",
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    "canonical_definition": "A domain-specific use of recursion in which an organisational system contains operational units that may themselves be treated as systems with structurally corresponding viability requirements at another level.",
    "summary": "In the VSM tradition, a viable operational unit may itself contain operations and meta-systemic functions. The same broad viability requirements recur, while purpose, environment, scale and implementation differ at each level.",
    "why_it_matters": "Organisations often centralise decisions that require local variety or mistake reporting lines for system levels. Recursion helps locate the system-in-focus and test whether each operational unit has sufficient autonomy and regulatory support.",
    "key_distinctions": [
      "recursive viability vs repeated organisation chart",
      "system-in-focus vs fixed hierarchy level",
      "structural correspondence vs identical implementation",
      "autonomy vs independence",
      "recursion vs decomposition"
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      "Stafford Beer developed recursive viability within management cybernetics",
      "Diagnosing the System for Organizations made the model operational",
      "later VSM practice developed recursive mapping techniques"
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      "recursion",
      "viability",
      "operational autonomy",
      "system-environment distinction",
      "meta-systemic regulation"
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    "dependent_subsequents": [
      "recursive VSM diagnosis",
      "multi-level governance",
      "autonomy-cohesion design",
      "escalation and exception principles"
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    "practice_connections": [
      "choose the system-in-focus before mapping",
      "test whether operational units are genuinely viable or merely departments",
      "map environments at each level",
      "avoid forcing one diagram onto every scale"
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      "management cybernetics",
      "Viable System Model",
      "organisation design"
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      "every hierarchy is recursive",
      "recursion means the same five departments at every level",
      "autonomy means no coordination",
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