DIGITAL LIBRARY
TRUST IN THE MACHINE: THE ROLE OF ARTIFICIAL INTELLIGENCE IN MEDIATING ETHICAL LEADERSHIP AND WHISTLEBLOWER PROTECTION IN HIGHER LEARNING INSTITUTIONS
University of South Africa (SOUTH AFRICA)
About this paper:
Appears in: INTED2026 Proceedings
Publication year: 2026
Article: 0757
ISBN: 978-84-09-82385-7
ISSN: 2340-1079
doi: 10.21125/inted.2026.0757
Conference name: 20th International Technology, Education and Development Conference
Dates: 2-4 March, 2026
Location: Valencia, Spain
Abstract:
Higher learning institutions face complex ethical challenges today, making transparent and accountable leadership essential. This study adopts a qualitative, comparative approach, analysing case studies from South Africa and international contexts to explore how Artificial Intelligence (AI) can enhance ethical governance and strengthen protections for whistleblowers in academia. Methodologically, the research integrates legal analysis, literature review, and policy evaluation, focusing on AI-mediated tools, including digital whistleblower platforms, predictive analytics, and audit systems. Data is drawn from institutional reports, policy documents, and published case studies, ensuring a robust assessment of AI’s role as an ethical mediator. Despite these opportunities, there is a lack of research on how AI explicitly addresses ethical issues in higher education, justifying the need for this article.

While AI is often associated with automation and data management, its unique role in supporting ethical decisions in higher learning institutions is less recognised. This article examines how AI can actively promote ethical leadership and ensure effective protection for whistleblowers, with a particular focus on university governance in South Africa and internationally.

The results show that AI, when responsibly implemented, can significantly improve transparency in leadership and provide stronger protections for whistleblowers through impartial data analysis, secure reporting channels, and algorithmic auditing of institutional practices. Case studies from South Africa and abroad demonstrate that AI-driven digital platforms increase reporting rates and reduce retaliation. At the same time, regular bias testing and independent oversight are critical to maintaining fairness. The findings highlight the importance of integrating human ethics with trustworthy AI to foster stronger institutional trust, especially in environments with politicised or fragmented governance. The article further proposes a governance model that combines legal compliance, ethical leadership, and technological safeguards, illustrating how AI can serve as a digital conscience supporting objectivity, confidentiality, and fairness in decision-making.
Keywords:
Artificial intelligence, Ethical leadership, Whistleblowing, Higher learning institutions, Governance, South Africa, Institutional trust, Digital ethics, and the Protected Disclosures Act.