# Attribution Gap Measurement Protocol

Where Human Intelligence Debt and the Attribution Gap arrive at the same place — offered as an observation, not a proof.

Document Status — Field Note · Series: The Attribution Gap and Capability Loss Tegrity.AI · The Integral Management Society

This bridges two independently developed lines of work: the Human Intelligence Debt series — an account of why automatable human work persists, rooted in the scarcity of governance decision capacity — and the Attribution Gap theory — an account of why firms destroy the capabilities they most depend on, rooted in the divergence between contribution and credit. The two were not built to meet. This note records where they do, keeps each theory’s formal machinery in its own house, and is deliberately modest about what the meeting proves. The convergence is offered as something worth attention — a coincidence between two roads — not as evidence for either theory. The case for that restraint is the last section, and it is the point of the note.

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Source publication: https://tegrity.ai/attribution-gap-meassurement-protocol/

RELATIONSHIPS
Attribution Gap Measurement Protocol → Poda segura de búsqueda
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Attribution Gap Measurement Protocol → Retiro de aplicaciones
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Attribution Gap Measurement Protocol → Observabilidad del proceso
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Attribution Gap Measurement Protocol → Procedencia auditable
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Attribution Gap Measurement Protocol → Capacidad reutilizable
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Attribution Gap Measurement Protocol → Coste de claridad
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Attribution Gap Measurement Protocol → Contribución y reconocimiento
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Attribution Gap Measurement Protocol → Transmisión de juicio tácito
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Attribution Gap Measurement Protocol → Comparación justa
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Attribution Gap Measurement Protocol → Valor descubierto
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Attribution Gap Measurement Protocol → Evidencia de contribución
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Attribution Gap Measurement Protocol → Atribución organizativa
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Attribution Gap Measurement Protocol → Resultado upstream independiente
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Attribution Gap Measurement Protocol → Traducción de captura a arquitectura
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Attribution Gap Measurement Protocol → Madurez definida y autoevaluada
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Attribution Gap Measurement Protocol → Migración y capitalización de capacidad
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Attribution Gap Measurement Protocol → Nivel y frontera del resultado
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Attribution Gap Measurement Protocol → Ciclo exploración–explotación
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Attribution Gap Measurement Protocol → Orden parcial de dimensiones no fungibles
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Attribution Gap Measurement Protocol → Attribution Gap
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Attribution Gap Measurement Protocol → Case Study: Rationalization in Luxury
candidate transfer. An anti-circularity design would separate evidence of technical contribution from evidence of organizational recognition.
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The Formación Integral © JubAp.Net (JubAp.Net) School of Invisible Talent → Attribution Gap Measurement Protocol
hypothesis. The invisible-talent account could motivate a blinded recognition study while retaining a different unit of analysis from the Attribution Gap protocol.
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Attribution Gap Measurement Protocol → Southeast Asia Shadow IT and Lakehouse model Rationalization
candidate transfer. A useful capability-loss study must include retirements that genuinely remove redundancy as well as those that destroy value.
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THE DIAMOND INSIDE FRAMEWORK → Attribution Gap Measurement Protocol
candidate transfer. Diamond Inside opportunities can be described more precisely by separating technical contribution, current recognition and the route through which value might actually be realized.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-37/#r-c4ef8e7c0c3d0d85
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Phylons dynamic combinations → Attribution Gap Measurement Protocol
analogy only. A safe search-pruning rule does not justify treating low usage or recognition as evidence that a business capability is dispensable.
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Surviving Capability: Why the Field Celebrates What the Theory Condemns → Attribution Gap Measurement Protocol
hypothesis. A capability-loss study should include useful survivors, genuine redundancies and documented losses rather than selecting only successful informal adaptations.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-37/#r-300ad2ddd77b27cb
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The Attribution Gap and Capability Loss → Attribution Gap Measurement Protocol
documented use. Lineage establishes dependency, while contribution still requires independently evidenced consequences, substitution conditions and a reliable scoring protocol.
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Attribution Gap Measurement Protocol → The Map and The Flow
analogy only. Independent dependency and attribution records provide a concrete comparison for the distinction between found flow and declared representation.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-37/#r-871f900532621930
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How to Measure the Cost of Not Knowing → Attribution Gap Measurement Protocol
analogy only. The cost of obtaining clarity and the contribution of the capability being examined require separate measures and independent interpretations.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-38/#r-29a1e951765325c0
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Information Management as Operational Tracking → Attribution Gap Measurement Protocol
candidate transfer. The information model can preserve separate dependency and attribution channels, allowing the Attribution Gap protocol to test their divergence without building it into the data.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-38/#r-cf4b8fcc9e8d8300
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Tacit Knowledge Management in Distributed Tiger Teams → Attribution Gap Measurement Protocol
candidate transfer. Tacit-knowledge concentration can inform a contribution estimate when tied to observable exception handling and replacement conditions rather than reputation.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-38/#r-d6ee006c5c49e800
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Tiger Team Maturity Model → Attribution Gap Measurement Protocol
analogy only. The stated Level 3 position is a methodological self-assessment, which should remain separate from certification and independently measured intervention performance.
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The Formación Integral © JubAp.Net (JubAp.Net) School of Invisible Talent → Attribution Gap Measurement Protocol
analogy only. Work-based talent recognition illustrates why visible credentials and demonstrated capability should be assessed separately, while retaining a different unit of analysis from application-level attribution.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-38/#r-2e3f5e02bb56bfb7
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Barcelona, Cuba, California, Veracruz: Urban Mobility, Swarm Intelligence and Constraint-Driven Architecture → Attribution Gap Measurement Protocol
analogy only. The independent occupancy channel illustrates the measurement discipline behind separating operational evidence from strategically asserted claims, while retaining each instrument's error model.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-39/#r-a382430f9e90aa53
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Field Intelligence in Chicontepec and the Texas–Mérida Corridor → Attribution Gap Measurement Protocol
candidate transfer. A cross-border follow-up should establish whether the same capability was retained, transferred, duplicated or lost before applying an attribution-gap explanation.
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Entropy, Capability Activation and Sociotechnical Engineering → Attribution Gap Measurement Protocol
candidate transfer. The activation study should be assembled before outcomes are known, retaining failed reorganizations and absolute capability benchmarks rather than selecting only impressive survivors.
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El cliclo de la frontera: de Exploradores a Explotadores → Attribution Gap Measurement Protocol
candidate transfer. The attribution protocol could help distinguish symbolic prestige from the budget, ownership and decision rights needed to keep an exploratory capability operational.
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ACC — A/B/C/D intrínseco al modelo social: composición recursiva, coste de comprensión y residual abierto → Attribution Gap Measurement Protocol
candidate transfer. Contribution measurement should separate the reference outcome, the evaluated decision process and the credit assigned, rather than feeding the desired verdict into the measurement.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-41/#r-be95b82433cf1934
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ACC — Architectural fidelity review of recent experiments → Attribution Gap Measurement Protocol
candidate transfer. Attribution measures should preserve their separate dimensions; improvement in one coordinate does not automatically compensate for an unmeasured or worsening coordinate elsewhere.
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China Tech Visibility & Rationalization → Attribution Gap Measurement Protocol
editorial comparison. For a complementary reading, see [Measuring recognition at the application-capability level](https://tegrity.ai/attribution-gap-meassurement-protocol/).
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Attribution Gap Measurement Protocol → Watchmaking Manufacturing Rationalization
editorial comparison. For a complementary reading, see [A manufacturing example of capability hidden inside tools](https://jubap.eu/1557-2/).
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Structural Awareness Foundation Validation → Attribution Gap Measurement Protocol
editorial comparison. For a complementary reading, see [The Attribution Gap measurement protocol](https://tegrity.ai/attribution-gap-meassurement-protocol/).
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00J — Success Model Case: Proposition-Scoped Provenance — v0.1 → Attribution Gap Measurement Protocol
compara el uso de registros de procedencia. El protocolo del Attribution Gap pregunta cómo atribuir contribuciones que una medida agregada puede ocultar. 00J pregunta qué derecho o decisión autoriza un registro específico.
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DDS Potential Contributions Register → Attribution Gap Measurement Protocol
referencia de la fuente. La fuente enlaza esta lectura en «8.2 Other article sources» con el rótulo «Published source».
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