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Reference: https://iapp.org/certify/aigp/
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IAPP Certified Artificial Intelligence Governance Professional Sample Questions:
Your organization is searching for a new way to help accurately forecast sales predictions by various types of customers.
Which of the following is the best type of model to choose if your organization wants to customize the model and avoid lock-in?
- A. A free large language model.
- B. A proprietary generative AI model.
- C. A classic machine learning model.
- D. A subscription-based, multimodal model.
Correct Answer: C 🗳️
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Which of the following use cases would be best served by a non-AI solution?
- A. A business analyst wants to forecast future cost overruns and underruns.
- B. A non-profit wants to develop a social media presence.OB. An e-commerce provider wants to make personalized recommendations.
- C. A customer service agency wants automate answers to common questions.
Correct Answer: B 🗳️
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All of the following are required for high-risk AI systems under the EU AI Act EXCEPT?
- A. Retaining system-generated logs for at least six months.
- B. Publishing a detailed report on the training data used.
- C. Conducting a conformity assessment.
- D. Conducting post-market monitoring.
Correct Answer: B 🗳️
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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 apply their own judgment to the initial assessment.
- B. To solicit on-going feedback on model performance.
- C. To provide a reminder of a right appeal.
- D. To ensure they provide transparency applicants on the model.
Correct Answer: A 🗳️
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CASE STUDY
Please use the following answer the next question:
A mid-size US healthcare network has decided to develop an Al solution to detect a type of cancer that is most likely arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records a radiologist for secondary review pursuant agreed-upon criteria (e.g., a confidence score below a threshold).
To date, the healthcare network has taken the following steps: defined its Al ethical principles: conducted discovery to identify the intended uses and success criteria for the system: established an Al governance committee; assembled a broad, crossfunctional team with clear roles and responsibilities; and created policies and procedures to document standards, workflows, timelines and risk thresholds during the project.
The healthcare network intends to retain a cloud provider to host the solution and a consulting firm to help develop the algorithm using the healthcare network's existing data and de-identified data that is licensed from a large US clinical research partner.
Which stakeholder group is most important in selecting the specific type of algorithm?
- A. The consulting firm.
- B. The cloud provider.
- C. The healthcare network'sdata science team.
- D. The healthcare network's Al governance committee.
Correct Answer: C 🗳️
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