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

Michele Bottino

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-03-22
DOI: https://doi.org/10.5281/zenodo.19154912
Primary Topic: Model-Driven Software Engineering Techniques
Type: article
Field-Weighted Citation Impact: 0.00

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article

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

Michele Bottino

Mar 22, 2026

Zenodo (CERN European Organization for Nuclear Research)

Model-Driven Software Engineering Techniques

article

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

Michele Bottino

March 22, 2026article en

Abstract

Zenodo (CERN European Organization for Nuclear Research)

Openalex Percentile: Top 15%

Model-Driven Software Engineering Techniques

DOI Open Access PDF OpenAlex

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SOSA-MVU: Formal Validation Layer for Deterministic Output Control in LLM Systems — Michele Bottino · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS