The teacher is the new engineer: Inside the rise of AI enablement and PromptOps

Gen AI is probabilistic and adaptive. It learns from interaction, can drift as data or usage changes and operates in the gray zone between automation and agency. Regulators and standards bodies have begun pushing guidance because these systems behave dynamically and can hallucinate.