AIGP practice questions 111–120

1. Question 111 · 161 in bank

   According to the Singapore Model AI Governance Framework, all of the following are recommended measures to promote the responsible use of AI EXCEPT:

   • ADetermining the level of human involvement in algorithmic decision-making.
   • BAdapting the existing governance structure to algorithmic decision-making.
   • CEmploying human-over-the-loop protocols for high-risk systems.
   • DEstablishing communications and collaboration among stakeholders.

   Show answer

   Answer: C

   Next question

2. Question 112 · 161 in bank

   The planning phase of the AI 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.

   Show answer

   Answer: C

   Next question

3. Question 113 · 161 in bank

   A company initially intended to use a large data set containing personal information to train an AI 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.

   Show answer

   Answer: A

   Next question

4. Question 114 · 161 in bank

   What is the term for an algorithm that focuses on making the best choice to achieve an immediate objective at a particular step or decision point, based on the available information and without regard for the longer-term best solutions?

   • ASingle-lane.
   • BOptimized.
   • CEfficient.
   • DGreedy.

   Show answer

   Answer: D

   Next question

5. Question 115 · 161 in bank

   CASE STUDY - Please use the following to answer the next question: A mid-size US healthcare network has decided to develop an AI solution to detect a type of cancer that is most likely to 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 to a radiologist for secondary review pursuant to agreed-upon criteria (e.g., a confidence score below a threshold). To date, the healthcare network has: Defined its AI ethical principles. Conducted discovery to identify the intended uses and success criteria for the system. Established an AI risk committee. Assembled a cross-functional team with clear roles and responsibilities. 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. It also intends to retain a large consulting firm to supplement its small data science team and 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. In the design phase, which of the following steps is most important in gathering the data from the clinical research partner?

   • APerform a privacy impact assessment.
   • BCombine only anonymized data.
   • CSegregate the data sets.
   • DReview the terms of use.

   Show answer

   Answer: D

   Next question

6. Question 116 · 161 in bank

   Which of the following elements of feature engineering is most important to mitigate the potential bias in an AI system?

   • AFeature selection.
   • BFeature validation.
   • CFeature transformation.
   • DFeature importance analysis.

   Show answer

   Answer: A

   Next question

7. Question 117 · 161 in bank

   Testing data is defined as a subset of data that is used to:

   • AAssess a model’s on-going performance in production.
   • BEnable a model to discover and learn patterns.
   • CProvide a robust evaluation of a final model.
   • DEvaluate a model’s handling of randomized edge cases.

   Show answer

   Answer: C

   Next question

8. Question 118 · 161 in bank

   To maintain fairness in a deployed system, it is most important to:

   • AProtect against loss of personal data in the model.
   • BMonitor for data drift that may affect performance and accuracy.
   • CDetect anomalies outside established metrics that require new training data.
   • DOptimize computational resources and data to ensure efficiency and scalability.

   Show answer

   Answer: B

   Next question

9. Question 119 · 161 in bank

   When monitoring the functional performance of a model that has been deployed into production, all of the following are concerns EXCEPT:

   • AFeature drift.
   • BSystem cost.
   • CModel drift.
   • DData loss.

   Show answer

   Answer: B

   Next question

10. Question 120 · 161 in bank

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

    • 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 AI within the organization.
    • DLaunching a survey to understand the concerns and interests of potentially impacted stakeholders.

    Show answer

    Answer: B

    Next question

Keyboard:J Kmove between questionsA–Dselect an answerRshow or hide the answer← →change page

AIGP practice, question 111. 161 questions available.