What question did this study set out to answer?

This work aims to establish a governance framework that defines and distinguishes trajectory viability and false stability in large language model systems.

May 18, 2026Open Access

SCF × DVE × VEROK: A Non-Agentic Governance Framework for Trajectory Viability in Large Language Model Systems

Puntos clave

This work aims to establish a governance framework that defines and distinguishes trajectory viability and false stability in large language model systems.
Introduced a governance architecture operating at the behavior-formation layer of probabilistic generative systems.
Established four mapping directions between SCF, DVE, and VEROK concepts.
Provided formal definitions and mathematical expressions for components of the governance framework.
Defined the False Stability Zone where trajectories lose responsiveness while remaining within structural bounds.
Demonstrated the structural coupling of SCF architecture, VEROK operations, and DVE mathematics.
Established that governance mechanisms can be translated into executable mathematical expressions.

Resumen

This record contains the canonical English publication version of the SCF × DVE × VEROK framework, together with the original Vietnamese source manuscript preserved for provenance and conceptual development reference. SCF × DVE × VEROK proposes a non-agentic governance architecture operating at the behavior-formation layer of probabilistic generative systems, introducing the concepts of trajectory viability and False Stability as governance-relevant structural conditions. The English version is the canonical publication text.The Vietnamese manuscript is included as an original conceptual source archive. This report establishes four mapping directions: 1. DVE variables → SCF 9-layer governance architecture 2. SCF concepts → DVE formal expressions 3. VEROK-BFD mechanisms → DVE equations 4. Governance Matrix → DVE measurement and control points The mapping demonstrates that: - SCF (architecture), VEROK (operation), and DVE (mathematics) form a structurally coupled system - Architectural concepts can be translated into executable mathematical expressions - Runtime governance mechanisms correspond to well-defined control equations - Viability and stability can be formally distinguished and measured A key result is the formal definition of the False Stability Zone:a regime where trajectories remain within structural bounds while losing responsiveness (dT/dP → 0). This work does not replace SCF or VEROK-BFD, but provides their formal grounding, enabling computational implementation and quantitative verification. --- Related works: DVE v1.0:https://doi.org/10.5281/zenodo.19478713https://doi.org/10.5281/zenodo.19478468 SCF v2:https://doi.org/10.5281/zenodo.19184139 SCF v1:https://doi.org/10.5281/zenodo.18876636 VEROK-BFD:https://doi.org/10.5281/zenodo.19228973 VEROK 06 ARCH:https://doi.org/10.5281/zenodo.18073021https://doi.org/10.5281/zenodo.18146212https://doi.org/10.5281/zenodo.18285751https://doi.org/10.5281/zenodo.18468882

Leer artículo completoexternamente

Preguntar a la IA

Me gusta

Guardar

Ver artículo completo