Architecture
Minimum sufficient control
Compare configurations that can sustain an explicit operational objective.
When it applies
Estimate sufficiency within the declared setting and burden.
Sources
- Minimum Sufficient Control Architecture (MSCA) — Canonical Architecture
- Annex 01B — Ecosystem Awareness / Minimum Sufficient Control Architecture interface
- Minimum Sufficient Control Architecture for AI Enabled Urban Systems
- Luxury Operations Integration in an Overcompliance Environment — Middle East Case
- Barcelona, Cuba, California, Veracruz: Urban Mobility, Swarm Intelligence and Constraint-Driven Architecture
- The Limits of AI Oversight
- Tiger Team Models
- Case Study: AICM
Relationships
- candidate transfer · To
Control burden
Control rationalization can be framed as comparing sufficient configurations, rather than minimizing procedures before stating the objective.
MSCA es una propuesta de evaluación, no una certificación del caso Middle East. Cumplimiento legal y efectos no observados limitan la comparación.
- analogy only · From
Process observability
Tuxpan provides a historical comparison for asking which observations are sufficient for a bounded operating objective.
Tuxpan precede al modelo y no lo valida. La frugalidad de sensores no prueba suficiencia de seguridad, cobertura ni interoperabilidad.
- candidate transfer · To
Effective response capacity
Control burden should be compared among configurations that meet the same objective and evidence obligations, including the human response work they create.
Mínimo es relativo al conjunto evaluado, no óptimo global demostrado; un sistema sin evidencia suficiente no es barato sino no cualificado.
- candidate transfer · From
Mission activation
Team configuration can be assessed against the mission's required capabilities and response obligations before comparing the burden of alternative structures.
MSCA no prescribe una plantilla de personal ni demuestra que el equipo más pequeño sea suficiente o superior.
- candidate transfer · To
Operational integrity boundary
MSCA could provide a later review structure for a bounded airport intervention: the protected outcome, justified control burden and authorized response must be explicit.
Transferencia retrospectiva propuesta; el caso histórico no documenta el uso de MSCA ni certifica seguridad del aeropuerto.
- documented use · To
Contextual admissibility
The EA–MSCA interface clarifies how qualified evidence can inform control sufficiency while authority and execution remain separately owned.
La interfaz es propuesta pública; su presencia en GitHub no prueba interoperabilidad desplegada.
- evaluates · From
Minimum Sufficient Control Architecture
conceptual bridge
- motivates · From
Non-observability and prudent isolation
conceptual bridge