A risk manager reviewing an AI-powered insurance underwriting system notices that the model assigns lower premiums to customers whose web browsing activity suggests interest in healthy lifestyle content. Which risk does this MOST directly raise?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because using web browsing activity to infer health-related behaviors and incorporate them into pricing introduces proxy discrimination — the model may be using inferred proxies for protected health status or other sensitive attributes, creating legal and ethical risk. A is a model quality issue.
Full explanation below image
Full Explanation
B is correct because using web browsing activity to infer health-related behaviors and incorporate them into pricing introduces proxy discrimination — the model may be using inferred proxies for protected health status or other sensitive attributes, creating legal and ethical risk. A is a model quality issue. C is a data sourcing risk but not the primary concern here. D is an infrastructure concern.