{
  "id": 919,
  "url": "https://arxiv.org/abs/2606.30652v1",
  "title": "AI Transparency: Governance Compliance or Stakeholder Requirements?",
  "summary": "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",
  "authors": "Muneera Bano, Didar Zowghi",
  "category": "research",
  "topics": "regulation,transparency",
  "orgs": null,
  "regions": null,
  "published_at": "2026-06-16T03:13:34.000Z",
  "fetched_at": "2026-07-14T14:14:54.532Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/919",
  "original_url": "https://arxiv.org/abs/2606.30652v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}