AI Visibility Scope Expansion Theorem

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

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Authors: Joseph Mas
DOI: 10.5281/zenodo.18463206
Cited by: 0

Abstract

This theorem formally defines the scope boundaries of AI Visibility by specifying where the discipline applies within large language model training systems. It establishes upstream inclusion criteria, explicit exclusions, and operational constraints to prevent semantic drift and downstream misclassification.

Fields of Study & Subjects

Topic Modeling Ethics and Social Impacts of AI Artificial Intelligence Applications

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
19 January 2026