Human intelligence
Reusable capability
A useful function can sometimes outlive the tool or channel where it first appeared.
When it applies
Specify which dependencies travel with the function.
Sources
- China Tech Visibility & Rationalization
- Southeast Asia Shadow IT and Lakehouse model Rationalization
- Event Intelligence
- Case Study: Rationalization in Luxury
- Car Evolution Mobility OS – Product Annex
- 00K-A25 — Failure Case-Study Extensibility & Requirements-Conformance Transfer — v0.1
- The Formación Integral © JubAp.Net (JubAp.Net) School of Invisible Talent
- JubAp.Net GEPLAN and the Hidden Logistics Lab Behind PEMEX Operations
- JubAp.Net 2019 Suite: From Embedded Suites to Operational AI Integrity
- JubAp.Net’s GEPLAN Case before SaaS and IoT Revolutions
- Annex 9 — Claims and Evidence Appendix
- The Harvester Multiplication Problem: Capability Fragmentation, Governance Collapse and the Compounding of Human Intelligence Debt
- Surviving Capability: Why the Field Celebrates What the Theory Condemns
- Luxury Recommendation
- Attribution Gap Measurement Protocol
- Case Study: Luxury Group HR Information System Rationalization & Smart Scheduling capabilities deployment
- Research Portfolio
- Measuring Human Intelligence Debt
- The Attribution Gap and Capability Loss
- Barcelona, Cuba, California, Veracruz: Urban Mobility, Swarm Intelligence and Constraint-Driven Architecture
- Rationalization.AI
- Cuando las fronteras se hablan y activan entre sí.
- Dos maneras de cruzar un mundo Arquitecturas que empobrecen vs arquitecturas que multiplican
- GEPLAN – Inteligencia Logística para Entornos Críticos de PEMEX 2006-
Relationships
- candidate transfer · To
Local channel
Regional transfer works best when the reusable capability is separated from the channel that first hosted it.
El caso chino describe transferencia regional; no prueba portabilidad universal de miniapps ni de datos de clientes.
- candidate transfer · To
Capability federation
The event-intelligence proposal suggests a lightweight capability-librarian role for making reuse visible across a portfolio.
El caso de eventos lo propone; no demuestra ahorros del mismo mecanismo a escala global ni autoriza una plataforma central adicional.
- hypothesis · To
Organisational attribution
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.
- documented use · From
Platform choice
The workforce case documents a capability baseline and platform-choice framework before the transition to scaled delivery.
La fuente distingue arquitectura, preparación de piloto y transición a delivery; no presentarla como despliegue global finalizado ni atribuir al equipo todas las fases posteriores.
- analogy only · From
Capability federation
A multi-module suite and fragmented tools are different architectures; application count alone cannot establish capability fragmentation or coordination burden.
No se dispone aquí de una comparación causal de carga humana antes y después de GEPLAN.
- candidate transfer · From
Claim status
Each portfolio capability should link to evidence with its maturity stated explicitly: historical deployment, reconstruction, design, test or hypothesis.
La presencia de un paper en el corpus no acredita madurez comercial, validación independiente ni certificación.
- candidate transfer · To
Avoidable compensatory work
Capability multiplicity is a screening signal; avoidable compensatory work must still be established from task episodes and a credible replacement counterfactual.
Una suite modular o redundancia deliberada puede ser adecuada. No clasificar todo cambio de ventana o exportación como desperdicio.
- analogy only · To
Revaluation before clarification
An expanding operational role can reveal previously unrecognized capability, which still requires bounded contribution and replacement evidence before being valued.
No atribución de la totalidad de PEMEX o Chicontepec a GEPLAN ni inferencia de derechos de propiedad a partir de uso.
- analogy only · From
Platform choice
The extensible onboard node and the later enterprise suite illustrate a shared architectural question: which investment can host additional capabilities without recreating the operating foundation?
Es comparación de decisiones de plataforma, no identidad de producto, código o cronología entre ambos casos.
- candidate transfer · To
Application retirement
Rationalization should distinguish the removable implementation from the useful function it carries, with an accepted continuity or replacement path before retirement.
Es una propuesta de integración del criterio; no atribuye al producto una validación causal de Attribution Gap.
- analogy only · From
Cross-frontier activation
A mobility orchestration capability can travel between domains only if the receiving context’s actors, obligations and constraints are made explicit.
El anexo incluye diseño y estados de evidencia propios; el vínculo no afirma despliegue probado en todos los dominios enumerados.
- analogy only · From
Reductive integration
Rationalization should distinguish retiring a redundant implementation from destroying a useful capability; simplification alone does not identify a reductive integration.
No toda estandarización empobrece, ni toda diversidad debe conservarse. La unidad de evaluación es la función y sus condiciones.
- analogy only · From
Discovered value
The pre-SaaS note can connect modular delivery with the reported operating-value loop, while keeping released resources distinct from independently verified net returns.
Es el mismo linaje de caso. Los resultados relatados no son un experimento controlado ni deben sumarse como evidencia replicada.
- candidate transfer · To
Minimum case model
A suite capability can be reused across domains while its decision boundary, new constraints and evidence obligations are re-established for each extension.
Aplicación metodológica posterior; los usos históricos de GEPLAN no constituyen pruebas de A25 ni heredan una garantía global.
- exemplifies · From
Event intelligence and supply chain
conceptual bridge
- illustrates · From
Luxury systems rationalisation
conceptual bridge