articleZenodo (CERN European Organization for Nuclear Research)Mar 22, 2026GREEN OA

SOSA-MVU: Formal Validation Layer for Deterministic Output Control in LLM Systems

MBMichele Bottino
Indexed indatacite

Abstract

This work formalizes the MVU (Minimal Verification Unit) validation layer within the SOSA framework. It defines a deterministic validation mechanism for controlling output generation in Large Language Models through segmentation, constraint enforcement, and iterative correction.

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8
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FWCI
211.37
Percentile
100%
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Topics & keywords

Topics
Keywords
  • Layer (electronics)
  • Constraint (computer-aided design)
  • Work (physics)
  • Set (abstract data type)
  • Model validation
  • Calibration
  • Measure (data warehouse)
  • Control theory (sociology)
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