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

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.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-22
DOI
https://doi.org/10.5281/zenodo.19154913
Citations
8
Primary Topic
Model-Driven Software Engineering Techniques
Type
article
Field-Weighted Citation Impact
367.33
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article

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

Michele Bottino
8 citations
Zenodo (CERN European Organization for Nuclear Research)
Model-Driven Software Engineering Techniques
367.33
article

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

Michele Bottino
article en
8 citations

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.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 0%
Model-Driven Software Engineering Techniques
367.33
DOIOpen Access PDFOpenAlex
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