AI-Mediated Representations in Monetized Interfaces
Abstract
This technical annex defines mandatory evidentiary controls for the capture and separation of AI-generated statements and contemporaneous monetized interface elements in consumer-facing AI systems. The protocol is procedural and non-evaluative. It does not assess influence, materiality, intent, or causation. Its sole objective is reconstructability: enabling independent parties to determine what was presented to a user, when it was presented, and under what observable interface conditions. This annex is intended to supplement evidentiary governance frameworks concerned with AI-mediated representations and reliance analysis. Affiliation Statement AIVO Standard is an independent research and governance initiative. It has no affiliation with any agency, framework, or commercial methodology operating under the name AIVO or otherwise.
Fields of Study & Subjects
Digitalization
Law
and Regulation
Ethics and Social Impacts of AI
AI
and Intellectual Property
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 17 January 2026