Which risk describes exposure to reputational, regulatory and legal risk when AI practices hurt a group or can't be explained?

• A. Individual Risk
• B. Societal Risk - Global Inequality
• C. Societal Risk - Misinformation
• D. Organization Risk

Answer: (D)

The main idea here is how a company as a whole is exposed to harm when its AI practices create negative outcomes for people or when those outcomes can’t be explained. When an AI system harms a group or produces decisions that aren’t transparent enough to satisfy regulators or stakeholders, the organization bears reputational, regulatory, and legal risk. This is about the entity’s governance and accountability for AI—how the company manages, explains, and justifies its AI decisions, and the consequences if it fails.

That’s why this is categorized as Organization Risk. The other options describe risks at broader societal levels or to individuals rather than to the organization itself. Societal risks focus on impacts to society as a whole (like global inequality or misinformation spread), while individual risk targets a single person rather than the institution.