AIGP practice questions 1–10

1. Question 1 · 161 in bank

   Machine learning is best described as a type of algorithm by which?

   • ASystems can mimic human intelligence with the goal of performing routine tasks.
   • BSystems can automatically improve from experience through predictive patterns.
   • CStatistical inferences are drawn from a sample with the goal of predicting human intelligence.
   • DPreviously unknown properties are discovered in data and used to predict and make improvements in the data.

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   Answer: B

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2. Question 2 · 161 in bank

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

   • ASymbolic.
   • BGenerative.
   • CDiscriminative.
   • DNatural language processing.

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   Answer: C

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3. Question 3 · 161 in bank

   CASE STUDY - Please use the following to answer the next question: A company is considering the procurement of an AI system designed to enhance the security of IT infrastructure. The AI system analyzes how users type on their laptops, including typing speed, rhythm and pressure, to create a unique user profile. This data is then used to authenticate users and ensure that only authorized personnel can access sensitive resources. When prioritizing the updates to its policies, rules and procedures to include the new AI system for user authentication, the organization should:

   • AUpdate third-party data sharing policies.
   • BUpdate security controls for sensitive data.
   • CEnsure that any personal data used is only processed for a specific and lawful purpose.
   • DReduce the complexity of the policy to make it easier for non technical employees to understand.

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   Answer: C

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4. Question 4 · 161 in bank

   What type of organizational risk is associated with AI’s resource-intensive computing demands?

   • APeople risk.
   • BSecurity risk.
   • CThird-party risk.
   • DEnvironmental risk.

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   Answer: D

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5. Question 5 · 161 in bank

   A hospital implements an AI system to assist doctors in diagnosing diseases based on historical patient data. Which one of the following model types best describes this system?

   • AInference.
   • BStatistical.
   • CProbabilistic.
   • DDeterministic.

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   Answer: C

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6. Question 6 · 161 in bank

   Which of the following AI uses is best described as human-centric?

   • APattern recognition algorithms are used to improve the accuracy of weather predictions, which benefits many industries and everyday life.
   • BAutonomous robots are used to move products within a warehouse, allowing human workers to reduce physical strain and alleviate monotony.
   • CMachine learning is used for demand forecasting and inventory management, ensuring that consumers can find products they want when they want them.
   • DVirtual assistants are used to adapt educational content and teaching methods to individuals, offering personalized recommendations based on ability and needs.

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   Answer: D

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7. Question 7 · 161 in bank

   Which of the following is a foundational characteristic of effective AI governance?

   • AEngagement of a cross-functional team.
   • BReliance on tested vendor management processes.
   • CThorough reviews of a company’s public filings with experts.
   • DUniform policies and procedures across developer, deployer and user roles.

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   Answer: A

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8. Question 8 · 161 in bank

   CASE STUDY - Please use the following to answer the next question: A company is considering the procurement of an AI system designed to enhance the security of IT infrastructure. The AI system analyzes how users type on their laptops, including typing speed, rhythm and pressure, to create a unique user profile. This data is then used to authenticate users and ensure that only authorized personnel can access sensitive resources. All of the following are obligations of the company as a data controller when implementing its AI system EXCEPT?

   • AEnsuring that third-party processors are based in the same country as the company.
   • BAllowing data subject access requests (DSARs).
   • CImplementing technical and organizational measures.
   • DConducting a Data Protection Impact Assessment (DPIA) / Privacy Impact Assessment (PIA).

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   Answer: A

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9. Question 9 · 161 in bank

   CASE STUDY - Please use the following to answer the next question: A company is considering the procurement of an AI system designed to enhance the security of IT infrastructure. The AI system analyzes how users type on their laptops, including typing speed, rhythm and pressure, to create a unique user profile. This data is then used to authenticate users and ensure that only authorized personnel can access sensitive resources. The data processed by the AI system would be classified as:

   • ANon-sensitive personal data, since it does not reveal information about health, gender or race.
   • BOrganizational data, since it is part of the authentication process.
   • CNon-personal data, as long as it is not linked to a user ID.
   • DSpecial category data, if it can be used to uniquely identify a person.

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   Answer: D

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10. Question 10 · 161 in bank

    Which of the following typical approaches is a large organization least likely to use to responsibly train stakeholders on AI terminology, strategy and governance?

    • AProviding all technical employees education on AI development so they can retool and participate in the development of AI systems.
    • BProviding training on AI ethics, based on the extent to which the organization seeks to promote a responsible AI culture.
    • CProviding role-specific training, based on whether the organization uses a centralized, federated or decentralized governance mode.
    • DProviding information and education to customers and users to understand the capabilities and limitations of the AI tools with which they interact.

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    Answer: A

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AIGP practice, question 1. 161 questions available.