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Author

Vukosi Marivate

University of Pretoria

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Preprint Sep 2026

KITA AI: A Multi-Agent LLM System for Pluralistic Policy Deliberation

Public policies addressing urgent social and environmental challenges need to explicitly consider the diverse, often conflicting perspectives of the affected stakeholders. Despite computational decision-support approaches increasingly offering recommendations across diverse human value systems, they still tend to deliv...

Arnau Mayoral-Macau, Jia-Qi Lai, Manala Tyobeka et al. · 0 citations
2026

Global toolkit on AI and the rule of law for the judiciary

The Toolkit explains AI in clear, accessible terms, showing how algorithms are already shaping investigations, evidence assessment, case management, and even judicial decision‑making and helps readers recognize both the promise of AI for efficiency and access to justice, and the dangers it poses to equality, transparen...

M. Stankovich, Ivana Feldfeber, Y. Quiroga et al. · 5 citations
Review Open access Jul 2026

Editorial: Legal-Technical Governance and Regulation of Artificial Intelligence in Africa

This editorial situates the five peer-reviewed contributions within a legal-technical approach to AI governance: a transdisciplinary approach in which the legal and the technical are fused to add nuance to regulatory forms and practices and to close the legal-technical gap in AI governance and regulation.

Chijioke I. Okorie, Vukosi Marivate · 0 citations

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