AIGP - Understanding the foundations of AI governance - Section 1.2

Identify the unique characteristics of AI that require a comprehensive governance approach, including complexity, opacity, autonomy, speed and scale, and probabilistic versus deterministic outputs.

Describe the properties of AI that make standard governance insufficient: opacity, autonomy, probabilistic outputs, and the capacity to act at speed and scale. Recognise why each property introduces governance challenges that deterministic software does not share.

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