TL;DR
Across roles, participants converged on the irreducibility of human responsibility and on the demand for verifiable transparency, but diverged sharply on questions of cultural homogenisation, the locus of accountability between developers and deployers, and the appropriate regulatory response.
The model proposes that neither competency alone is sufficient for responsible AI practice and that their combination enables public relations professionals to advocate not only for organizational publics, but for humanity as the emergent public of the AI age.
The study generated the framework Contextualizing Responsible AI Governance Through Adaptive School Leadership, which explains responsible AI governance as a continuing process of policy interpretation, contextual adaptation, institutional capacity building, ethical accountability, and stakeholder collaboration.
This qualitative phenomenological study explores how Kuwaiti public school principals understand and anticipate their responsibilities regarding AI-use in schools and foregrounding principals’ ethical reasoning in a Gulf Region context and offers implications for leadership preparation, policy development, and responsi...
It is argued that expecting practitioners to bear ethical accountability for outcomes they cannot meaningfully influence is increasingly untenable, yet the practice of thinking otherwise—constructing alternative realities and engaging in self-authorship—remains available even when structural power is not.
Tunisian higher education is operating in something close to a policy vacuum on AI-assisted writing, and it is essential to formulate codes of ethics that incorporate the notion of so-called AI literacy into the educational process of teaching research methods and academic writing.
Digital transformation has expanded educational leaders' authority over platforms, data, artificial intelligence, and technology-mediated decisions; yet, leadership research often treats adoption and ethics as separate concerns. This article develops a context-sensitive framework for ethical digital leadership in Niger...
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