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Free CPMAI – Pmi CPMAI Practice Test Question

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Showing 13–15 of 19 questions

Question 13 (Topic 1)

A healthcare project manager is working on implementing an AI-driven diagnostic tool. The project requires identifying key resources, including data scientists, server infrastructure, and external AI consultants. The project manager needs to ensure the allocated resources are optimized for the project’s success. Which method will help to ensure the optimal allocation of resources?

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  • ○ Utilizing a resource-leveling technique to balance workloads across all team members
  • ○ Applying the theory of constraints to identify and mitigate bottlenecks in resource allocation
  • ○ Conducting a SWOT (strengths, weaknesses, opportunities, threats) analysis to evaluate project resources
  • ○ Implementing a Monte Carlo simulation to predict resource allocation and project timelines
Question 14 (Topic 1)

A company is using an AI model to screen job applications. Over time, the project team notices that the model disproportionately rejects applications from certain educational institutions. What is the first step the project manager should take?

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  • ○ Retrain the model with equal representation from all institutions.
  • ○ Adjust the model’s decision threshold for applications from these institutions.
  • ○ Incorporate a fairness constraint into the model’s objective function.
  • ○ Analyze the historical data for inherent biases against these institutions.
Question 15 (Topic 1)

A hospital system has been using a chatbot and has received complaints from end users. The end users believe they are speaking to a person but are frustrated when answers do not make sense. To help ensure end users know that they are engaging with an AI chatbot, what should be considered to support transparency?

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  • ○ Use of interpretable AI models
  • ○ Disclosure notice with each use
  • ○ Operationalize advanced algorithms
  • ○ Inclusion of diverse data sets