The findings suggest that ensuring the ethical use of AI in public administration depends not only on technological solutions but also on digital literacy and the development of a hybrid governance ecosystem that integrates regulatory frameworks, technical auditing mechanisms, and mandatory human oversight (human-in-the-loop) in critical decision-making processes.
A synthesized six-risk taxonomy; a four-level governance model spanning the individual, developer, state, and international levels; and a critical appraisal of the evidentiary basis for each risk claim suggest that dangerous outcomes are structurally plausible, though not inevitable, and that coordinated multilevel gov...
Joey O. Chua, E. Ayo, Josan D. Tamayo et al.· GEO Academic Journal· 0 citations
The study employs a PRISMA-guided systematic literature review of peer-reviewed studies to suggest that AI enhances diplomatic processes by supporting data-driven decision-making, improving negotiation strategies through predictive analytics, and strengthening crisis response capabilities.
Dogan S. Polat, Hakan Aydın· Sustainability· 0 citations
This systematic review examines how artificial intelligence can support strategic decision-making in private universities, the organizational conditions shaping its value, and the governance and implementation risks that constrain responsible use and identifies four interconnected roles of AI: environmental intelligenc...
Yun-Dong Wu, Wei-Jian Kong· Artificial Intelligence in E...· 0 citations
A systematic literature review and comprehensive governance framework for responsible AI use in HRM is developed, indicating that AI adoption is prominent in recruitment, selection, and performance management, where algorithms shape evaluative decisions.
Artificial intelligence is transforming how public decisions are made, and the question of who oversees these decisions, and how, is becoming increasingly important. This study maps the bibliometric structure and thematic development of research on artificial intelligence, accountability, and good governance in public...
Merve Deniz Pak Güre· Sayıştay dergisi· 0 citations
A systematic review of the literature published between 2020 and 2025, conducted in accordance with the PRISMA guidelines to ensure methodological rigour and reliability, indicates that the adoption of artificial intelligence in public management control remains a critical issue.
