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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:

1. You're looking to take an image and have a Generative AI solution generate additional content beyond the bounds of the current image size. What Generative AI approach can you use?

A) Use of inpainting to replace image components
B) Use of super-resolution to enhance the existing image
C) Use of Generative Outpainting
D) Prompt engineering for new image generation

2. Use cognitive technologies/AI when you can't code the rules or you can't scale easily with people or automation. As a good rule of thumb when deciding if AI is right for the project you should:

A) Decide if it's a statistics pattern. If it's statistical then go with the AI project.
B) Decide if it's probabilistic or deterministic patterns. If it's probabilistic then go with the AI project.
C) Decide if it's probabilistic or deterministic patterns. If it's deterministic then go with the AI project.
D) See if simple rules work. If yes, then pick the right AI solution to solve the problem.

3. Your team is working on a new loan decision model that takes a number of factors and data points into consideration and then automatically approves or denies a loan. After a month in operation someone does a review and notices that the system is denying a large number of loans from a certain demographic when all other factors from people in other regions (such as age, salary, and credit score) are the same.
What is most likely happening here?

A) Generative AI models hallucinating data results
B) Data privacy issues leading to data sharing concerns
C) Biased data sets leading to algorithmic discrimination
D) Nothing is wrong, algorithmic decisions will never be 100%

4. Leadership wants a new HR system built that will better handle potential candidate matching. The project manager assigned to this project believes that the project is well-suited for AI, however they are unsure which pattern of AI this would be.
What should the project manager do?

A) Pick an algorithm that seems best suited for the problem and then determine which pattern of AI it is based on the algorithm selected.
B) Determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.
C) Move forward without determining which pattern of AI this falls under.
D) Conduct a straw poll with stakeholders to determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.

5. You are working for a large multinational organization and have been assigned to a new project.
For your new ML project you need to make sure you're managing data privacy and security as you're working with sensitive customer data.
What critical security issues do you need to make sure you address (Select all that apply.):

A) Compliance with Data Privacy Laws even if they are out of your physical jurisdiction
B) Securing data at rest
C) Securely storing all data collected for training purposes
D) Securing model data and metadata

Solutions: