IAPP AIGP Exam Practice Test Instant Access

Question 1

Which of the following steps occurs in the design phase of the Al life cycle?

AData augmentation.

BModel explainability.

CRisk impact estimation.

DPerformance evaluation.

Answer : C

Risk impact estimation occurs in the design phase of the AI life cycle. This step involves evaluating potential risks associated with the AI system and estimating their impacts to ensure that appropriate mitigation strategies are in place. It helps in identifying and addressing potential issues early in the design process, ensuring the development of a robust and reliable AI system. Reference: AIGP Body of Knowledge on AI Design and Risk Management.

Question 2

During the planning and design phases of the Al development life cycle, bias can be reduced by all of the following EXCEPT?

AStakeholder involvement.

BFeature selection.

CHuman oversight.

DData collection.

Answer : B

Bias in AI can be reduced during the planning and design phases through stakeholder involvement, human oversight, and careful data collection. While feature selection is critical in the development phase, it does not specifically occur during planning and design. Ensuring diverse stakeholder involvement and human oversight helps identify and mitigate potential biases early, and data collection ensures a representative dataset. Reference: AIGP Body of Knowledge on AI Development Lifecycle and Bias Mitigation.

Question 3

Which of the following use cases would be best served by a non-AI solution?

AA non-profit wants to develop a social media presence.
OB. An e-commerce provider wants to make personalized recommendations.

CA business analyst wants to forecast future cost overruns and underruns.

DA customer service agency wants automate answers to common questions.

Answer : A

Developing a social media presence for a non-profit is best served by non-AI solutions. This task primarily involves content creation, community engagement, and strategic planning, which are effectively managed by human expertise and traditional marketing tools. AI is more suitable for tasks requiring automation, large-scale data analysis, and personalized recommendations, such as e-commerce personalization, forecasting cost overruns, or automating customer service responses. Reference: AIGP Body of Knowledge on AI Use Cases and Applications.

Question 4

All of the following are elements of establishing a global Al governance infrastructure EXCEPT?

AProviding training to foster a culture that promotes ethical behavior.

BCreating policies and procedures to manage third-party risk.

CUnderstanding differences in norms across countries.

DPublicly disclosing ethical principles.

Answer : D

Establishing a global AI governance infrastructure involves several key elements, including providing training to foster a culture that promotes ethical behavior, creating policies and procedures to manage third-party risk, and understanding differences in norms across countries. While publicly disclosing ethical principles can enhance transparency and trust, it is not a core element necessary for the establishment of a governance infrastructure. The focus is more on internal processes and structures rather than public disclosure. Reference: AIGP Body of Knowledge on AI Governance and Infrastructure.

Question 5

Which of the following would be the least likely step for an organization to take when designing an integrated compliance strategy for responsible Al?

AConducting an assessment of existing compliance programs to determine overlaps and integration points.

BEmploying a new software platform to modernize existing compliance processes across the organization.

CConsulting experts to consider the ethical principles underpinning the use of Al within the organization.

DLaunching a survey to understand the concerns and interests of potentially impacted stakeholders.

Answer : B

When designing an integrated compliance strategy for responsible AI, the least likely step would be employing a new software platform to modernize existing compliance processes. While modernizing compliance processes is beneficial, it is not as directly related to the strategic integration of ethical principles and stakeholder concerns. More critical steps include conducting assessments of existing compliance programs to identify overlaps and integration points, consulting experts on ethical principles, and launching surveys to understand stakeholder concerns. These steps ensure that the compliance strategy is comprehensive and aligned with responsible AI principles. Reference: AIGP Body of Knowledge on AI Governance and Compliance Integration.

Question 6

A company initially intended to use a large data set containing personal information to train an Al model. After consideration, the company determined that it can derive enough value from the data set without any personal information and permanently obfuscated all personal data elements before training the model.

This is an example of applying which privacy-enhancing technique (PET)?

AAnonymization.

BPseudonymization.

CDifferential privacy.

DFederated learning.

Answer : A

Anonymization is a privacy-enhancing technique that involves removing or permanently altering personal data elements to prevent the identification of individuals. In this case, the company obfuscated all personal data elements before training the model, which aligns with the definition of anonymization. This ensures that the data cannot be traced back to individuals, thereby protecting their privacy while still allowing the company to derive value from the dataset. Reference: AIGP Body of Knowledge, privacy-enhancing techniques section.

Question 7

The planning phase of the Al life cycle articulates all of the following EXCEPT the?

AObjective of the model.

BApproach to governance.

CChoice of the architecture.

DContext in which the model will operate.

Answer : B

The planning phase of the AI life cycle typically includes defining the objective of the model, choosing the appropriate architecture, and understanding the context in which the model will operate. However, the approach to governance is usually established as part of the overall AI governance framework, not specifically within the planning phase. Governance encompasses broader organizational policies and procedures that ensure AI development and deployment align with legal, ethical, and operational standards. Reference: AIGP Body of Knowledge, AI lifecycle planning phase section.

IAPP Artificial Intelligence Governance Professional Exam Practice Test