What are the main elements of a Responsible Use of AI (RAI) program?

• A. Set tone, empower leadership, establish culture, and keep humans in the loop
• B. Replace human decision-making entirely
• C. Focus solely on cost optimization
• D. Prioritize speed over safety

Answer: (A)

A Responsible Use of AI (RAI) program focuses on how the organization sets expectations, leads, and embeds safe and ethical AI practices into everyday work. Setting the tone means top leadership communicates clear standards for fairness, transparency, accountability, privacy, and risk management, establishing the baseline for all AI activities. Empowering leadership ensures these standards are supported by concrete policies, adequate resources, training, and the authority to enforce them across the organization. Establishing culture means responsible AI thinking is woven into daily decisions, performance metrics, and governance processes, so bias checks, data handling concerns, and ethical considerations become routine. Keeping humans in the loop provides necessary oversight and the ability to intervene when AI outputs are uncertain or risky, ensuring accountability and the opportunity to apply human judgment.

Replacing human decision-making entirely goes against responsible practice because AI should augment human judgment, not remove it. Focusing solely on cost optimization ignores potential harms and risks, such as bias or privacy violations. Prioritizing speed over safety undermines risk management and can erode trust in AI systems.