An AI governance board is reviewing the organization's AI risk appetite statement. Which element MOST appropriately belongs in an AI-specific risk appetite statement?
Select an answer to reveal the explanation.
Short Explanation
Here's the deal — you need thresholds for acceptable AI error rates, broken out by how much impact the decision has. A marketing recommendation can tolerate more misses than a medical diagnosis, and that's exactly what risk appetite captures.
Full Explanation
The correct element is maximum acceptable rates of false positives and false negatives in AI-driven decisions, segmented by decision impact level, because an AI risk appetite statement should define quantitative thresholds for acceptable error rates, differentiated by the impact level of the decisions the AI makes. For example, a higher false negative tolerance may be acceptable for a marketing recommendation AI but not for a medical diagnosis AI. This directly expresses the organization's willingness to accept AI-related risk. The number of AI models the organization plans to develop in the next fiscal year and the total budget allocated to AI development and operations are strategic planning elements. The list of AI use cases that have received executive approval is a governance list, not a risk appetite expression.