IAPP Artificial Intelligence Governance Professional (AIGP) — Question 101

A company has developed a proprietary AI model that analyzes consumer online behavior and predicts what prices consumers would be willing to pay for certain products, so that retailers may modify pricing accordingly. To test the model, the company has:
Performed an impact assessment.
Conducted repeatability tests.
Exposed the model to edge cases and potential malicious input.
Conducted adversarial testing to ID security threats.
Assessed and mitigated discrimination risks.
Which additional responsible AI principle has the company failed to assess?

Answer options

• A. Data Integrity.
• B. Robustness.
• C. Fairness.
• D. Transparency.

Correct answer: D

Explanation

The correct answer is D, Transparency, because the company has focused on various aspects of model integrity and security but has not addressed how understandable and clear the AI's decision-making processes are to users and stakeholders. Options A, B, and C are related to data quality, model reliability, and fairness in outcomes, which the company has already assessed.