Which concept is defined as balancing technological proficiency with ethical considerations, legal compliance, and strategic alignment?

• A. Few-shot learning
• B. AI Governance
• C. ROI analysis in AI
• D. KPIs

Answer: (B)

AI governance is the practice of balancing technological capability with ethical considerations, legal compliance, and strategic alignment. It establishes policies, standards, and processes to guide the development, deployment, and monitoring of AI systems so they are effective yet responsible. Key elements include accountability structures, risk management, data governance, transparency and explainability, and ongoing oversight by governance bodies. This approach helps ensure AI initiatives support business goals while respecting rights and complying with laws, reducing risks such as bias, privacy issues, and regulatory breaches. Techniques like few-shot learning, ROI analysis, and KPIs describe specific methods or metrics but do not define the overarching governance framework that coordinates technology with ethics, law, and strategy.