Free AIGP: Artificial Intelligence Governance Professional Exam Questions and Answers

Please use the following answer the next question: Good Values Corporation (GVC) is a U.S. educational services provider that employs teachers to create and deliver enrichment courses for high school students. GVC has learned that many of its teacher employees are using generative AI to create the enrichment courses, and that many of the students are using generative AI to complete their assignments. In particular, GVC has learned that the teachers they employ used open source large language models (“LLM”) to develop an online tool that customizes study questions for individual students. GVC has also discovered that an art teacher has expressly incorporated the use of generative AI into the curriculum to enable students to use prompts to create digital art. GVC has started to investigate these practices and develop a process to monitor any use of generative AI, including by teachers and students, going forward. All of the following may be copyright risks from teachers using generative AI to create course content EXCEPT?

• AA. Content created by an LLM may be protectable under U.S. intellectual property law.
• BB. Generative AI is generally trained using intellectual property owned by third parties.
• CC. Students must expressly consent to this use of generative AI.
• DD. Generative AI often creates content without attribution.

Random forest algorithms are in what type of machine learning model?

• AA. Symbolic.
• BB. Generative.
• CC. Discriminative.
• DD. Natural language processing.

Each of the following actors are typically engaged in the AI development life cycle EXCEPT?

• AA. Data architects.
• BB. Government regulators.
• CC. Socio-cultural and technical experts.
• DD. Legal and privacy governance experts.

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?

• AA. To provide a reminder of a right appeal.
• BB. To solicit on-going feedback on model performance.
• CC. To apply their own judgment to the initial assessment.
• DD. To ensure they provide transparency applicants on the model.

Which of the following best defines an "AI model"?

• AA. A system that applies defined rules to execute tasks.
• BB. A system of controls that is used to govern an AI algorithm.
• CC. A corpus of data which an AI algorithm analyzes to make predictions.
• DD. A program that has been trained on a set of data to find patterns within the data.

According to the GDPR's transparency principle, when an AI system processes personal data in automated decision-making, controllers are required to provide data subjects specific information on?

• AA. The existence of automated decision-making and meaningful information on its logic and consequences.
• BB. The personal data used during processing, including inferences drawn by the AI system about the data.
• CC. The data protection impact assessments carried out on the AI system and legal bases for processing.
• DD. The contact details of the data protection officer and the data protection national authority.

The OECD's Ethical AI Governance Framework is a self-regulation model that proposes to prevent societal harms by?

• AA. Establishing explain ability criteria to responsibly source and use data to train AI systems.
• BB. Defining requirements specific to each industry sector and high-risk AI domain.
• CC. Focusing on AI technical design and post-deployment monitoring.
• DD. Balancing AI innovation with ethical considerations.

If it is possible to provide a rationale for a specific output of an AI system, that system can best be described as?

• AA. Accountable.
• BB. Transparent.
• CC. Explainable.
• DD. Reliable.

All of the following may be permissible uses of an AI system under the EU AI Act EXCEPT?

• AA. To detect an individual's intent for law enforcement purposes.
• BB. To promote equitable distribution of welfare benefits.
• CC. To implement social scoring.
• DD. To manage border control.

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 .. 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. During the first month when ABC monitors the model for bias, it is most important to?

• AA. Continue disparity testing.
• BB. Analyze the quality of the training and testing data.
• CC. Compare the results to human decisions prior to deployment.
• DD. Seek approval from management for any changes to the model.