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IAPP AIGP Exam Dumps - Actual Questions Answers

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IAPP AIGP Questions Answers

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AIGP Questions and Answers

Question # 1

CASE STUDY

Please use the following answer the next question:

ABC Corp, is a leading insurance provider offering a range of coverage options to individuals. ABC has decided to utilize artificial intelligence to streamline and improve its customer acquisition and underwriting process, including the accuracy and efficiency of pricing policies.

ABC has engaged a cloud provider to utilize and fine-tune its pre-trained, general purpose large language model (“LLM”). In particular, ABC intends to use its historical customer data—including applications, policies, and claims—and proprietary pricing and risk strategies to provide an initial qualification assessment of potential customers, which would then be routed a human underwriter for final review.

ABC and the cloud provider have completed training and testing the LLM, performed a readiness assessment, and made the decision to deploy the LLM into production. ABC has designated an internal compliance team to monitor the model during the first month, specifically to evaluate the accuracy, fairness, and reliability of its output. After the first month in production, ABC realizes that the LLM declines a higher percentage of women ' s loan applications due primarily to women historically receiving lower salaries than men.

Which of the following is the most important reason to train the underwriters on the model prior to deployment?

A.

To provide a reminder of a right appeal.

B.

To solicit on-going feedback on model performance.

C.

To apply their own judgment to the initial assessment.

D.

To ensure they provide transparency applicants on the model.

Question # 2

MULTI-SELECT

Please select 3 of the 5 options below. No partial credit will be given.

In cooperation with an Italian University, a US technology company called Nudge 2078, with no offices or employees in other countries, is developing an AI system which subtly encourages " good " behaviors, such as saving money and exercising. The two companies plan to conduct some experiments on volunteers. However, the study protocol is misleading on the purpose of the study, the experiments that will be conducted and its relevance to the application.

Which regulations are most likely applicable?

A.

The EU AI Act.

B.

The Digital Services Act.

C.

The General Data Protection Act.

D.

The Federal Trade Commission Act.

E.

Payment Card Industry PCI Standards.

Question # 3

What is the best method to proactively train an LLM so that there is mathematical proof that no specific piece of training data has more than a negligible effect on the model or its output?

A.

Clustering.

B.

Transfer learning.

C.

Differential privacy.

D.

Data compartmentalization.

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