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ZENODO
Article . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
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From Agent Risk to Framing Risk - The Governance Blind Spot in External AI Systems

Authors: de rosen, Tim;

From Agent Risk to Framing Risk - The Governance Blind Spot in External AI Systems

Abstract

Abstract AI governance has concentrated on execution risk: whether agents act lawfully, whether decisions are compliant, whether liability can be assigned. This focus leaves a structural blind spot. Before execution, there is representation. Large language models shape how option spaces are framed at the moment reliance forms. They influence what appears comparable, credible, or even visible. When that representational layer is external, non-deterministic, and unlogged, institutions face a new condition: evidentiary asymmetry. Influence persists. Durable record does not. This article argues that governance must expand from agent control to framing reconstructability. The emerging requirement is not optimization of outputs, but preservation of decision-adjacent representational states sufficient for supervisory review.

Keywords

AI Governance, Pharma, Blond spot, Agentic AI, Instability, Evidentia, Reconstructability, Agent risk, SEC, Banking, Procurement integrity, EU AI act, Evidentiary asymmetry, AIVO, AIVO Standard, Omissons, AI reliance logging

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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