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Evidence record 919 · automatically gathered

AI Transparency: Governance Compliance or Stakeholder Requirements?

Transparency is increasingly mandated for public-sector AI systems, with organisations required to publish statements describing their AI use and oversight arrangements. However, the existence of such artefacts is often treated as equivalent to transparency itself, despite limited evidence that they proportionately serve relevant stakeholder groups. From a requirements engineering perspective, this raises a validation concern: compliance with mandated disclosure criteria does not necessarily ens

Record details

Published: 16 June 2026
Source: arXiv
Category: Research
Topics: Regulation · Transparency
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Regulation · Shared topic: Transparency

A Variational Framework for LLM Generator-Regulator Games

arXiv · 16 June 2026

Shared topic: Regulation · Shared topic: Transparency

ELEVATE: Designing Human-Centered GenAI Virtual Tutors for Scalable and Inclusive Education

arXiv · 17 June 2026

Shared topic: Regulation · Shared topic: Transparency

Frame-Conditioned Moral Computation in LLaMA 3.1-8B-Instruct: A Mechanistic Interpretability Audit of Ethical Reasoning

arXiv · 13 June 2026

Shared topic: Regulation · Shared topic: Transparency

CEDAR-42001: From ISO/IEC 42001 Conformity to Architecture-Aware, Audit-Visible Assurance Posture for AI Cyber-Physical Systems

arXiv · 19 June 2026

Shared topic: Regulation · Shared topic: Transparency

Regulating the Machine Contributor: Governance and Policy Alignment in Open Source

arXiv · 12 June 2026

Shared topic: Regulation · Shared topic: Transparency

Shadows of Transparency: Signaling Transparency-Impeding Behavior Using Public Data

arXiv · 12 June 2026

How to cite this record

ethics.ai (16 June 2026), “AI Transparency: Governance Compliance or Stakeholder Requirements?,” evidence record 919, https://ethics.ai/record/919 (originally published by arXiv).

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