Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Advancing smart public administration: Challenges and benefits of artificial intelligence
5
Zitationen
3
Autoren
2025
Jahr
Abstract
• Provides a comprehensive theoretical review of AI integration in public administration. • Analyzes global AI adoption trends, disparities, and country-specific strategies. Examines governance implications for LLMs and the need for XAI, bias mitigation, and accountability. • Details foundational barriers (talent, infrastructure, data) hindering AI use in developing nations. • Proposes an ‘Intelligent Governance Framework’ with AI Meritocracy for ethical adoption. The integration of Artificial Intelligence (AI) into public administration presents a fundamental transformation for global governance paradigms, offering significant potential alongside profound challenges. This paper provides a comprehensive theoretical review examining the multifaceted dimensions of AI adoption in the public administration sector. It analyzes the complex interplay between AI capabilities and established administrative theories, explores the uneven global landscape of AI implementation strategies and hurdles across diverse national contexts (including the US, EU, Asia, and developing nations), and assesses the impact of emerging technologies like Large Language Models (LLMs). Key challenges critical for responsible AI governance are investigated in detail: the need for transparency and Explainable AI (XAI) to address algorithmic opacity; methodologies for mitigating bias, particularly originating from training data; frameworks for establishing accountability for AI system failures; and the specific infrastructural, talent, and resource barriers hindering adoption in developing countries. The review highlights inherent tensions between AI-driven efficiency gains and core public values such as equity, accountability, and transparency. It underscores the necessity of robust human oversight, ethical guidelines, and context-aware strategies for trustworthy AI integration. Synthesizing these findings, the paper proposes foundational elements for an intelligent governance framework aimed at leveraging AI as a catalyst for modernization while upholding democratic principles. Ultimately, this review contributes a structured analysis of the critical factors shaping the present and future of AI in public administration, laying groundwork for achieving an ’intelligent state’ that harmonizes technological innovation with ethical and equitable governance.
Ähnliche Arbeiten
The global landscape of AI ethics guidelines
2019 · 4.511 Zit.
The Limitations of Deep Learning in Adversarial Settings
2016 · 3.858 Zit.
Trust in Automation: Designing for Appropriate Reliance
2004 · 3.382 Zit.
Fairness through awareness
2012 · 3.269 Zit.
Mind over Machine: The Power of Human Intuition and Expertise in the Era of the Computer
1987 · 3.183 Zit.