AI Governance as a Discipline - Career Pathways and Competencies
Context For the mid-career professional in audit, risk, or IT, the rise of artificial intelligence presents a distinct bifurcation in career trajectories. You do not need to become a data scientist to remain relevant, but you cannot afford to remain illiterate in the mechanics of automated decision-making. This article outlines how to pivot existing your ‘Lines of Defence’ experience into the emerging discipline of AI Governance. The Emergence of a Distinct Discipline AI Governance is rapidly decoupling from general IT governance and data protection. While it shares DNA with these fields, it addresses a specific convergence of risks that traditional frameworks struggle to contain: algorithmic bias, non-deterministic outputs, and the opacity of ‘black box’ decision-making. ...