Free IAPP AIGP Exam Questions

Question 1

Decreasing the complexity of a machine learning model reduces variance and?

A : Increases bias.

B : Increases accuracy.

C : Decreases tolerance.

D : Decreases interpretability.

Answer: A

Question 2

The benefit of having a clear process for handling AI-related incidents is that it reduces?

A : Response times.

B : Model failures.

C : Compliance issues.

D : Documentation requirements.

Answer: A

Question 3

MULTI-SELECTPlease select 3 of the 5 options below. No partial credit will be given.Training an AI model is time-consuming because of?

A : The complexity of the AI model.

B : The maturity of AI governance.

C : The volume of training data.

D : The number of stakeholders.

E : The quality of the training data.

Answer: A,C,E

Question 4

An AI start-up is developing a system for automated loan approvals. The team wants to minimize risks of bias and regulatory non-compliance. They have already identified potential stakeholders, including regulators and consumer groups. What is the most appropriate sequence of next steps?

A : Conduct harm analysis,Benchmark system performance,Proceed to deployment if the system performs similarly.

B : Launch a small-scale pilot,Gather user feedback,Afterward analyze harms.

C : Perform a probability/severity analysis,Apply a risk mitigation hierarchy to address the most severe risks,Conduct pre-deployment pilot testing.

D : Enable explainability tools to reassure users,Launch pilot,Map risks during deployment.

Answer: C

Question 5