Human intelligence
Organisational attribution
Decision-makers assign recognition and credit for capability.
When it applies
Inspect its effect on continuity, ownership and budget.
Sources
- Case Study: Rationalization in Luxury
- Measuring Human Intelligence Debt
- The Attribution Gap and Capability Loss
- Attribution Gap Measurement Protocol
- The Map and The Flow
- The Formación Integral © JubAp.Net (JubAp.Net) School of Invisible Talent
- JubAp.Net Frontier Operations Role in the IMSV.org Circle
- Surviving Capability: Why the Field Celebrates What the Theory Condemns
- Human Intelligence Debt
- Tiger Team Compression Model
- Nestlé North America — Where JUBAP Was Named
- Field Intelligence in Chicontepec and the Texas–Mérida Corridor
Relationships
- candidate transfer · From
Contribution evidence
An anti-circularity design would separate evidence of technical contribution from evidence of organizational recognition.
No es una validación del Attribution Gap ni una reevaluación de resultados del cliente. El protocolo exige fiabilidad y control de sesgo antes de causalidad.
- hypothesis · From
Reusable capability
The invisible-talent account could motivate a blinded recognition study while retaining a different unit of analysis from the Attribution Gap protocol.
Es una adaptación de diseño, no una aplicación directa del protocolo application-capability ni una explicación completa de sesgo de contratación.
- analogy only · From
Institutional stewardship
Institutional preservation can keep a capability available while leaving its contribution, recognition and legal rights as separate questions.
La custodia institucional no prueba contribución económica ni transfiere por sí misma todos los derechos legales.
- hypothesis · From
Contribution evidence
A capability-loss study should include useful survivors, genuine redundancies and documented losses rather than selecting only successful informal adaptations.
El relato de supervivencia puede tener sesgo de selección; no estima por sí solo frecuencia o causalidad del Attribution Gap.
- analogy only · From
Human workload counterfactual
Reducing compensatory human work and improving capability recognition are distinct outcomes that require separate measures.
HID y Attribution Gap tienen unidades distintas y no deben sumarse como una métrica única.
- analogy only · From
Contribution evidence
Independent dependency and attribution records provide a concrete comparison for the distinction between found flow and declared representation.
Los logs también son parciales e instrumentales. La separación reduce circularidad, pero no convierte la traza técnica en verdad neutral ni prueba toda Informational Friction.
- candidate transfer · From
Internal capability after exit
Successful engineering needs an institutional handover that preserves ownership, maintenance capacity and recognition after the intervention team leaves.
Una asignación de dueño no demuestra valor realizado y puede fallar si se impone antes de reconstruir la capacidad.
- analogy only · From
Contribution evidence
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.
Personas y pares aplicación–capacidad no son unidades intercambiables. El relato no demuestra validez de un método universal de selección.
- analogy only · From
Genuine informational contribution
Genuine contribution should be classified at the task episode, not inferred from a person's title, credentials or membership in an elite team.
No se clasifica la dignidad de personas ni se presume mecanizable toda tarea de bajo estatus; se examina su función real y su contexto.
- analogy only · From
Repeatable internal learning
Facilitator capability can outlast an intervention only if learning is accompanied by durable ownership, resourcing and recognition, rather than enthusiasm alone.
Relación propuesta; el caso Nestlé no aporta una medición longitudinal del vector de atribución ni prueba este efecto causal.
- analogy only · From
Capability migration and value capture
The corridor invites a bounded attribution study of where a capability is created, maintained and capitalized, rather than inferring its value from the location that books the revenue.
La generalización transfronteriza es una hipótesis; el desempeño macro de Chicontepec no prueba extracción ni pérdida de cada capacidad local.
- distinguishes · From
Attribution Gap
conceptual bridge
- stress-tests · From
The Author Pays for His Own Work
conceptual bridge