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

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

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Authors: Michele Bottino
DOI: 10.5281/zenodo.19154913
Cited by: 8

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.

Fields of Study & Subjects

Model-Driven Software Engineering Techniques Natural Language Processing Techniques Formal Methods in Verification

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
22 March 2026
Language
EN