AI Regulation: Fact and Fiction

AI regulation is widely discussed as if it were about controlling models. That framing is convenient, but wrong. The dominant regulatory exposure does not arise from how AI systems are built. It arises from how AI-generated statements are relied upon in decisions that carry legal, financial, or reputational consequences. Across jurisdictions, regulators are converging on a single expectation: If an AI-generated statement influences a consequential decision, the organization that relied on it must be able to reconstruct what was said, when, and in what context. This article separates fact from fiction in current AI regulation and maps enforceable obligations to a specific and under-governed risk surface: AI Reliance.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-22
DOI
https://doi.org/10.5281/zenodo.18333769
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

AI Regulation: Fact and Fiction

Timothy de Rosen
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

AI Regulation: Fact and Fiction

Timothy de Rosen
article en

Abstract

AI regulation is widely discussed as if it were about controlling models. That framing is convenient, but wrong. The dominant regulatory exposure does not arise from how AI systems are built. It arises from how AI-generated statements are relied upon in decisions that carry legal, financial, or reputational consequences. Across jurisdictions, regulators are converging on a single expectation: If an AI-generated statement influences a consequential decision, the organization that relied on it must be able to reconstruct what was said, when, and in what context. This article separates fact from fiction in current AI regulation and maps enforceable obligations to a specific and under-governed risk surface: AI Reliance.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 82%
Ethics and Social Impacts of AI
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AI Regulation: Fact and Fiction — Timothy de Rosen · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS