IAPP Certified Artificial Intelligence Governance Professional - AIGP

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 t 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.
The best approach to enable a customer who wants information on the Al model's parameters for underwriting purposes is to provide?

• A. Detailed terms of service.
• B. A transparency notice.
• C. Customer service support.
• D. An opt-out mechanism.

What is the most important factor when deciding whether or not to select a proprietary AI model?

• A. What business purpose it will serve.
• B. How frequently it will be updated.
• C. Whether its system card identifies risks.
• D. Whether its training data is disclosed.

You are an engineer that developed an Al-based ad recommendation tool.
Which of the following should be monitored to evaluate the tool's effectiveness?

• A. Input data, to ensure the ads are reaching the target audience.
• B. Algorithmic patterns, to show the model has a high degree of accuracy.
• C. Output data, assess the delta between the prediction and actual ad clicks.
• D. GPU performance, to evaluate the tool's robustness.

Scenario:
An organization is developing a powerful general-purpose AI (GPAI) model that has systemic impact. The compliance team is assessing what legal obligations apply under the EU AI Act.
Under the EU AI Act, which of the following compliance actions appliesonly to General Purpose AI models with systemic risk?

• A. Maintaining up-to-date technical documentation, including testing details
• B. Publishing a detailed summary of the data used to train the model
• C. Implementing an intellectual property policy to comply with EU copyright laws
• D. Making information available to downstream providers who integrate the model into their AI systems

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 healthcare network's Al governance committee.
• B. The consulting firm.
• C. The cloud provider.
• D. The healthcare network'sdata science team.