# Structural Limits of Current AI Integrity Under Regime Change

This paper presents the evolution of the work from large-scale logistics intelligence toward a mathematically grounded early-warning framework for regime change in nonlinear, constrained, and propagation-sensitive systems. Its core contribution is not forecasting, but the integration of three elements into a single operational architecture: early warning of regime weakening, propagation-aware modeling of how local disturbances cascade, and dynamic governance of buffers and capacity to preserve stability before failure becomes visible. In that sense, the paper argues for a shift from optimization-centric thinking to regime-aware operational control — a framing whose architectural foundations are laid in AI Integrity Architecture: Toward Expert-System Envelopes Around Statistical AI — applicable across transport, finance, and enterprise systems.

Card: https://integralmanagement.ch/atlas-reader/fichas/T387/
Source publication: https://tegrity.ai/structural-limits-of-current-ai-integrity-under-regime-change/

RELATIONSHIPS
Structural Limits of Current AI Integrity Under Regime Change → Admisibilidad contextual
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Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-2/#r-9bba5c72e45627a4
Other card: https://integralmanagement.ch/atlas-reader/conceptos/C15/

Structural Limits of Current AI Integrity Under Regime Change → Alerta y respuesta
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Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-8/#r-9adec04838ac92ac
Other card: https://integralmanagement.ch/atlas-reader/conceptos/C40/

Structural Limits of Current AI Integrity Under Regime Change → Frontera de integridad operacional
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Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-14/#r-89995def00359f88
Other card: https://integralmanagement.ch/atlas-reader/conceptos/C81/

Structural Limits of Current AI Integrity Under Regime Change → Activación y cierre de misión
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Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-15/#r-e4bf3317392cd2bc
Other card: https://integralmanagement.ch/atlas-reader/conceptos/C85/

Structural Limits of Current AI Integrity Under Regime Change → Minimalistic Regime-Aware Early Warning Systems
analogy only. A regime signal matters operationally only when its evidence, response window and authorized action are specified, not merely when another alarm layer is added.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-38/#r-066c89a1b9a0fe7c
Other card: https://integralmanagement.ch/atlas-reader/fichas/T1387/

The Anthropology of Tiger Team Activation → Structural Limits of Current AI Integrity Under Regime Change
analogy only. Mission activation may respond to a change in operating assumptions, while remaining distinct from a formal regime-detection result.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-38/#r-7b505931b7614921
Other card: https://integralmanagement.ch/atlas-reader/fichas/N1272/

Tiger Teams Model and AI Integrity Management Systems → Structural Limits of Current AI Integrity Under Regime Change
analogy only. Transformation integrity requires revisiting the assumptions behind the integrity boundary when the intervention changes the operating regime itself.
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-38/#r-ac93aa45a8255e2b
Other card: https://integralmanagement.ch/atlas-reader/fichas/N1283/

AI Integrity Architecture: Toward Expert-System Envelopes Around Statistical AI → Structural Limits of Current AI Integrity Under Regime Change
editorial comparison. For a complementary reading, see [The structural limits of integrity under regime change](https://tegrity.ai/structural-limits-of-current-ai-integrity-under-regime-change/).
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-44/#r-5719c03ee7fdf63b
Other card: https://integralmanagement.ch/atlas-reader/fichas/T385/

Structural Limits of Current AI Integrity Under Regime Change → Minimalistic Regime-Aware Early Warning Systems
editorial comparison. For a complementary reading, see [Minimalistic Regime-Aware Early Warning Systems](https://tegrity.ai/minimalistic-regime-aware-early-warning-systems/).
Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-44/#r-0b94240e061ac2a7
Other card: https://integralmanagement.ch/atlas-reader/fichas/T1387/