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License: CC BY
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Presentation . 2025
License: CC BY
Data sources: Datacite
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Siloed Visibility: Defining a New Governance Risk in the Agentic Phase of AI

Authors: de Rosen, Tim;

Siloed Visibility: Defining a New Governance Risk in the Agentic Phase of AI

Abstract

This white paper introduces Siloed Visibility, a new governance concept within the AIVO Standard v3.5 framework.As large language models (LLMs) evolve into agentic ecosystems, user queries are increasingly routed through brand-owned agents that transact and retrieve data inside closed execution layers. This shift alters how visibility functions: discoverability through open generative recall is replaced by conditional access through invocation. AIVO Journal defines this condition as Siloed Visibility — the migration of brand presence from the model’s generative locus of authority into a private agentic environment. The paper outlines its implications for transparency, governance, and future measurement through dual Prompt-Space Occupancy metrics: PSOS-T (Text Visibility) and PSOS-A (Agentic Visibility). No empirical data are presented; this is a foundational definition paper establishing the terminology and scope for subsequent AIVO audits (2025–2026). The work contributes to AI governance by proposing visibility provenance as a new dimension of accountability under frameworks such as ISO/IEC 42001, the EU AI Act, and the OECD AI Principles.

Keywords

AIVO Standard; AI Governance; Agentic AI; Visibility Risk; Prompt-Space Occupancy; PSOS; Transparency; AIVO Journal

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green