IAPP AIGP Online Practice Questions and Exam Preparation

IAPP AIGP Online Questions & Answers

• Question 101:

  Which risk management framework/guide/standard focuses on value-based engineering methodology?

  A. ISO/IEC Guide 51 (Safety).
  B. ISO 31000 Guidelines (Risk Management).
  C. IEEE 7000-2021 Standard Model Process for Addressing Ethical Concerns during System Design.
  D. Council of Europe Human Rights, Democracy, and the Rule of Law Assurance Framework (HUDERIA) for Al Systems.
  C. IEEE 7000-2021 Standard Model Process for Addressing Ethical Concerns during System Design.

• Question 102:

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

  A. Symbolic.
  B. Generative.
  C. Discriminative.
  D. Natural language processing.
  C. Discriminative.

• Question 103:

  Business A sells software that provides users with writing and grammar assistance. Business B is a cloud services provider that trains its own AI models.

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  Business A has decided to add generative AI features to their software.

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  Rather than create their own generative AI model, Business A has chosen to license a model from Business B.

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  Business A will then integrate the model into their writing assistance software to provide generative AI capabilities.

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  Business A is most concerned that its writing assistance software could recommend toxic or obscene text to its users.

  Which of the following governance processes should Business A take to best protect its users against potentially inappropriate text?

  A. Business A should fine-tune the AI model on user-generated text that has been verified to be appropriate.
  B. Business A should test that the AI model performs as expected and meets their minimum requirements for filtering toxic or obscene text.
  C. Business A should establish a user reporting feature that allows users to flag toxic or obscene text, and report any incidents to Business B.
  D. Business A should ask Business B for detailed documentation on the generative AI model's training data and whether it contained toxic or obscene sources.
  B. Business A should test that the AI model performs as expected and meets their minimum requirements for filtering toxic or obscene text.

• Question 104:

  During the development of semi-autonomous vehicles, various failures occurred as a result of the sensors misinterpreting environmental surroundings, such as sunlight. These failures are an example of?

  A. Hallucination.
  B. Brittleness.
  C. Uncertainty.
  D. Forgetting.
  B. Brittleness.

• Question 105:

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

  A. Data architects.
  B. Government regulators.
  C. Socio-cultural and technical experts.
  D. Legal and privacy governance experts.
  B. Government regulators.

• Question 106:

  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.
  C. Differential privacy.

• Question 107:

  Scenario:

  An organization wants to leverage its existing compliance structures to identify AI-specific risks as part of an ongoing data governance audit.

  Which of the following compliance-related controls within an organization ismost easily adaptedto identify AI risks?

  A. Privacy training
  B. Penetration testing
  C. Transfer risk assessments
  D. Privacy impact assessments
  D. Privacy impact assessments

• Question 108:

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

  A. To detect an individual's intent for law enforcement purposes.
  B. To promote equitable distribution of welfare benefits.
  C. To implement social scoring.
  D. To manage border control.
  C. To implement social scoring.

• Question 109:

  CASE STUDY

  Please use the following answer the next question:

  XYZ Corp., a premier payroll services company that employs thousands of people globally, isembarking on a new hiring campaign and wants to implement policies and procedures to identify and retain the best talent. The new talent will help

  the company's product team expand its payroll offerings to companies in the healthcare and transportation sectors, including in Asia.

  It has become time consuming and expensive for HR to review all resumes, and they are concerned that human reviewers might be susceptible to bias.

  Address these concerns, the company is considering using a third-party Al tool to screen resumes and assist with hiring. They have been talking to several vendors about possibly obtaining a third-party Al-enabled hiring solution, as long as it

  would achieve its goals and comply with all applicable laws.

  The organization has a large procurement team that is responsible for the contracting of technology solutions. One of the procurement team's goals is to reduce costs, and it often prefers lower-cost solutions. Others within the company are responsible for integrating and deploying technology solutions into the organization's operations in a responsible, cost- effective manner. The organization is aware of the risks presented by Al hiring tools and wants to mitigate them. It also questions how best to organize and train its existing personnel to use the Al hiring tool responsibly. Their concerns are heightened by the

  fact that relevant laws vary across jurisdictions and continue to change.

  Which of the following measures should XYZ adopt to best mitigate its risk of reputational harm from using the Al tool?

  A. Test the Al tool pre- and post-deployment.
  B. Ensure the vendor assumes responsibility for all damages.
  C. Direct the procurement team to select the most economical Al tool.
  D. Continue to require XYZ's hiring personnel to manually screen all applicants.
  A. Test the Al tool pre- and post-deployment.

• Question 110:

  A U.S. mortgage company developed an Al platform that was trained using anonymized details from mortgage applications, including the applicant's education, employment and demographic information, as well as from subsequent payment or default information. The Al platform will be used automatically grant or deny new mortgage applications, depending on whether the platform views an applicant as presenting a likely risk of default.

  Which of the following laws is NOT relevant to this use case?

  A. Fair Housing Act.
  B. Fair Credit Reporting Act.
  C. Equal Credit Opportunity Act.
  D. Title VII of the Civil Rights Act of 1964.
  D. Title VII of the Civil Rights Act of 1964.