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