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Global AI Regulations for FAIR and Ethics in High-Risk Use Cases: A Comparative Review

arXiv cs.AI ↗ · 2026-08-18 Cached

This paper provides a comparative review of AI regulations across the EU, US, and China for high-risk use cases, analyzing FAIR principles and identifying governance gaps. It proposes Knowledge Blocks, a machine-checkable compliance artifact pattern to address implementation challenges.

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#high-risk-ai

Vertical Standardisation for High-Risk AI Systems under the EU AI Act: A Domain-Specific Framework for Algorithmic Hiring

arXiv cs.AI ↗ · 2026-07-15 Cached

This paper proposes a vertical, domain-specific framework for standardizing high-risk AI systems under the EU AI Act, focusing on algorithmic hiring and ranking-based recruitment systems, with concrete recommendations for risk management, data governance, explainability, human oversight, and post-deployment monitoring.

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