Perspective Beyond · Mind Atlas
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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→ Poda segura de búsqueda
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→ Retiro de aplicaciones
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→ Observabilidad del proceso
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→ Procedencia auditable
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→ Capacidad reutilizable
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→ Coste de claridad
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→ Contribución y reconocimiento
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→ Transmisión de juicio tácito
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→ Comparación justa
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→ Valor descubierto
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→ Evidencia de contribución
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→ Atribución organizativa
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→ Resultado upstream independiente
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→ Traducción de captura a arquitectura
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→ Madurez definida y autoevaluada
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→ Migración y capitalización de capacidad
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→ Nivel y frontera del resultado
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→ Ciclo exploración–explotación
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→ Orden parcial de dimensiones no fungibles
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→ Attribution Gap
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→ Case Study: Rationalization in Luxury
candidate transfer
An anti-circularity design would separate evidence of technical contribution from evidence of organizational recognition.
← The Formación Integral © JubAp.Net (JubAp.Net) School of Invisible Talent
hypothesis
The invisible-talent account could motivate a blinded recognition study while retaining a different unit of analysis from the Attribution Gap 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.
← THE DIAMOND INSIDE FRAMEWORK
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.
← Phylons dynamic combinations
analogy only
A safe search-pruning rule does not justify treating low usage or recognition as evidence that a business capability is dispensable.
← Surviving Capability: Why the Field Celebrates What the Theory Condemns
hypothesis
A capability-loss study should include useful survivors, genuine redundancies and documented losses rather than selecting only successful informal adaptations.
← The Attribution Gap and Capability Loss
documented use
Lineage establishes dependency, while contribution still requires independently evidenced consequences, substitution conditions and a reliable scoring 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.
← How to Measure the Cost of Not Knowing
analogy only
The cost of obtaining clarity and the contribution of the capability being examined require separate measures and independent interpretations.
← Information Management as Operational Tracking
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.
← Tacit Knowledge Management in Distributed Tiger Teams
candidate transfer
Tacit-knowledge concentration can inform a contribution estimate when tied to observable exception handling and replacement conditions rather than reputation.
← Tiger Team Maturity Model
analogy only
The stated Level 3 position is a methodological self-assessment, which should remain separate from certification and independently measured intervention performance.
← The Formación Integral © JubAp.Net (JubAp.Net) School of Invisible Talent
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.
← Barcelona, Cuba, California, Veracruz: Urban Mobility, Swarm Intelligence and Constraint-Driven Architecture
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.
← Field Intelligence in Chicontepec and the Texas–Mérida Corridor
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.
← Entropy, Capability Activation and Sociotechnical Engineering
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.
← El cliclo de la frontera: de Exploradores a Explotadores
candidate transfer
The attribution protocol could help distinguish symbolic prestige from the budget, ownership and decision rights needed to keep an exploratory capability operational.
← ACC — A/B/C/D intrínseco al modelo social: composición recursiva, coste de comprensión y residual abierto
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.
← ACC — Architectural fidelity review of recent experiments
candidate transfer
Attribution measures should preserve their separate dimensions; improvement in one coordinate does not automatically compensate for an unmeasured or worsening coordinate elsewhere.
← China Tech Visibility & Rationalization
editorial comparison
For a complementary reading, see [Measuring recognition at the application-capability level](https://tegrity.ai/attribution-gap-meassurement-protocol/).
→ Watchmaking Manufacturing Rationalization
editorial comparison
For a complementary reading, see [A manufacturing example of capability hidden inside tools](https://jubap.eu/1557-2/).
← Structural Awareness Foundation Validation
editorial comparison
For a complementary reading, see [The Attribution Gap measurement protocol](https://tegrity.ai/attribution-gap-meassurement-protocol/).
← 00J — Success Model Case: Proposition-Scoped Provenance — v0.1
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.
← DDS Potential Contributions Register
referencia de la fuente
La fuente enlaza esta lectura en «8.2 Other article sources» con el rótulo «Published source».