PRODUCTION SCENARIO
An insurance renewal model quotes applicants from two neighborhoods roughly twice the premium of other applicants with the same vehicle, mileage, and claim-free record.
Which responsible AI principle does this finding most directly violate?
Answering here is anonymous. Nothing is saved unless you sign in.
Show answer and explanation
Answer: Fairness
Fairness requires AI systems to 'treat everyone fairly and avoid affecting similar groups differently', so applicants with the same vehicle, mileage, and claims record should get the same quote. Inclusiveness is about designing for diverse needs so no one is excluded, not equal outcomes for similar cases. Transparency is about explaining how a decision was reached; accountability is about who owns and corrects it.