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M. Unver

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Open access Sep 2026

Regulating the Unseen: AI Accountability in UK Healthcare Sector

A multi-layered governance model is proposed in which the four accountability layers operate through continuous feedback loops, enabling a lifecycle-oriented approach to the responsible development and deployment of AI in the UK healthcare system.

M. Unver, I. Ogu · 0 citations
Open access May 2026

Democratic AI governance: framing a vision for Africa in view of the EU experience

It is considered that African AI governance should move beyond mere governance of ethics, e.g. risk and quality assessment, conformity procedure and monitoring, and uphold the idea of enhancing citizens’ ability to participate in the key regulatory processes.

M. Unver · 4 citations

From information fiduciaries to AI: minding the gap of trust

The paper critiques the EU AI Act’s deprioritising human trust, advocating for enhanced individual rights and citizen participation in AI governance, to mitigate trust gaps and the declining role of fiduciary relationships.

M. Unver · 0 citations

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