Which statement correctly reflects factors considered for risk limits in AI governance?

• A. Factors Include Cost, Benefits, Compliance Requirements, And Culture
• B. Factors Include Only Regulatory Penalties
• C. Factors Include Hardware Type And Power Consumption
• D. Factors Include External Market Competition Only

Answer: (A)

In AI governance, risk limits are set by balancing what the initiative costs and how much value it delivers, with the need to meet regulatory and ethical obligations and to align with the organization’s culture and risk appetite. Considering cost and benefits ensures resources are used wisely and that the project’s overall value justifies the risk. Compliance requirements keep the deployment within laws, industry rules, and data privacy standards, helping prevent legal, financial, and reputational harm. Culture matters because governance works only if people and processes embrace ethical use, transparency, and accountability; even technically sound projects can fail if the organizational culture undermines governance controls.

Focusing only on regulatory penalties ignores the broader financial and ethical dimensions; hardware type and power consumption deal with operational constraints rather than governance risk thresholds; and external market competition reflects dynamics outside the governance framework and does not address internal controls, compliance, or cultural alignment.