Empirical review of 92 Australian AI transparency statements finds widespread structural compliance but weak calibration to high-risk, low-control stakeholders, framed as a Transparency Illusion.
A Maturity Model for Practical Explainability in Artificial Intelligence- Based Applications: Integrating Analysis and Evaluation (MM4XAIAE) Models,
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AI Transparency: Governance Compliance or Stakeholder Requirements?
Empirical review of 92 Australian AI transparency statements finds widespread structural compliance but weak calibration to high-risk, low-control stakeholders, framed as a Transparency Illusion.