As financial institutions become increasingly reliant on similar foundational AI models, cloud infrastructure, data providers, and AI middleware platforms, diverse firms may begin to interpret and respond to market signals in increasingly similar ways. This paper examines model monoculture risk as a potential source of...
This paper argues that decommissioned AI systems generate residual risk that persists after models are removed and continues to shape institutional behaviour, accountability, and trust, and proposes an evaluator-ready AI Debris Decommissioning Protocol (AIDP), a stepwise checklist specifying auditable evidence for free...
Four recurring governance principles emerged from the findings: Intentionality, whereby leaders deliberately determine when AI should be used; Interpretability, requiring decision processes to be sufficiently transparent to enable explanation and scrutiny; Moral Authorship, whereby identifiable human actors retain resp...
Victor Frimpong· International Journal of Org...· 5 citations
It is indicated that heightened competition can weaken the influence of ethical oversight, even in organisations with established responsible AI practices, even in organisations with established responsible AI practices.
Victor Frimpong· International Journal of App...· 0 citations
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