Value alignment in AI refers to ensuring AI behaves in ways consistent with what?

• A. Human values and ethical principles
• B. Short-term profits
• C. Individual user preferences
• D. Regulatory dictates

Answer: (A)

Value alignment in AI means designing and operating systems so their goals, decisions, and behaviors reflect human values and ethical principles—such as safety, fairness, privacy, transparency, accountability, and respect for autonomy. This involves choosing objective functions and constraints that promote long-term human welfare rather than chasing narrow gains. For example, even if a system could maximize short-term profits or aggressive engagement, alignment would curb such strategies if they harm people or violate ethical norms. Regulatory dictates are important for governance, but alignment goes beyond mere compliance to ensure the AI’s behavior stays in harmony with broadly accepted moral standards. Individual user preferences can differ and conflict with overall ethics, so alignment aims for shared human values rather than catering to any single preference.