ALEMETRIA (АЛЕМЕТРИЯ): Methodology for Semantic Interpretation Arbitration of AI Systems and Intelligent Agents

Read full text
Authors: Alice V. Blinkova
Cited by: 0

Abstract

This paper establishes Alemetria™, an interdisciplinary science for the objective measurement and arbitration of semantic interpretations generated by AI systems and autonomous agents RU: В данной работе закладываются основы Алеметрии (Alemetria™) — междисциплинарной науки об объективном измерении и арбитражу смысловых интерпретаций, генерируемых системами ИИ и автономными агентами. Triangular Vector Arbitration (TVA) and Multimodel Semantic Triangulation (MMST) are new frameworks for analyzing divergence between LLMs at the embedding level. The method introduces two core metrics: Divergence Index (ID) and Semantic Dispersion (SD).

Fields of Study & Subjects

Topic Modeling Natural Language Processing Techniques Explainable Artificial Intelligence (XAI)

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
27 February 2026
Language
EN
Document type
Preprint