The Limits of AI Oversight · Perspective Beyond

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candidate transfer · To
Tiger Team Governance Principles
Decision authority and timely review capacity should be specified separately in the governance contract.
El paper no demuestra por sí solo un umbral individual de agotamiento ni invalida una autoridad por falta de respuesta puntual.
analogy only · From
GEPLAN – Mission-Critical Logistics Intelligence for PEMEX (2006-)
The GEPLAN interface illustrates why human authority needs usable decision context, not merely a confirmation button.
Una interfaz simple puede ocultar incertidumbre. El caso no mide formalmente carga de oversight ni demuestra que toda simplificación sea segura.
candidate transfer · From
Rationalization.AI
Automation readiness should account for the review and exception-handling work that remains after routine execution is reduced.
Es un diseño de evaluación, no una afirmación de que la oferta ya use o valide el umbral de agotamiento.
analogy only · From
The Human Side of Tiger Teams
Trust supports collaboration, but timely review still depends on explicit decision context and actual response capacity.
Confianza social y capacidad cognitiva no son medidas equivalentes ni una sustituye a la otra.
documented use · To
Measuring Human Intelligence Debt
The oversight-threshold study tests whether added review and reconciliation outweigh removed work, rather than treating guardrail count as a measure of debt.
No todos los controles aumentan carga ni la carga necesaria es deuda. La forma en U y el umbral no se presuponen observados.
documented use · From
AI Integrity Architecture: Toward Expert-System Envelopes Around Statistical AI
A perfectly traceable rule chain cannot recover a decision-relevant distinction that input formation has already removed.
La limitación es condicional a recibir la misma representación; no afirma que ninguna tecnología pueda adquirir nueva evidencia o rediseñar la captura.
candidate transfer · From
Minimum Sufficient Control Architecture for AI Enabled Urban Systems
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.
analogy only · From
The Coordination Entropy Trap in Large Scale Programs
Reducing decision handoffs helps only if the receiving owner retains enough context, authority and response capacity to resolve the operational case in time.
No toda capa es redundante ni eliminar una revisión independiente es equivalente a eliminar pérdida de traducción.
analogy only · From
Barcelona, Cuba, California, Veracruz: Urban Mobility, Swarm Intelligence and Constraint-Driven Architecture
The rejected turnstile is a field example of why control value must include its effect on the operating flow, alongside the work and risk it removes.
El caso no prueba la curva de carga de oversight ni convierte todo control físico o humano en deuda.
editorial comparison · From
Luxury Recommendation
For a complementary reading, see The limits of oversight and input recovery.
editorial comparison · From
Tacit Knowledge Management in Distributed Tiger Teams
For a complementary reading, see What oversight cannot recover from missing inputs.
editorial comparison · To
Human Intelligence Debt
For a complementary reading, see The Human Intelligence Debt definitions.
editorial comparison · From
What Cannot Be Recovered Must Be Managed. Cross-series bridge: Human Intelligence Gap with AI Integrity Management
For a complementary reading, see The structural limits of AI oversight.

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Further reading on the original website