Question 1

A government agency is operationalizing an AI system to optimize urban traffic flow that changesunexpectedly. The project manager needs to gather the required data from traffic cameras, sensors,and historical traffic patterns. What is an effective technique to meet the project manager’s goals?

Options :

A : Implementing real-time data synchronization to ensure up-to-date traffic analysis

B : Utilizing data augmentation to increase the diversity of traffic scenarios

C : Developing a probabilistic graphical model to infer latent traffic scenarios

D : Applying dimensionality reduction to manage the complexity of traffic sensor data

Answer: A

Question 2

After implementing an iteration of an Al solution, the project manager realizes that the system is notscalable due to high maintenance requirements. What is an effective way to address this issue?

Options :

A : Switch to a rule-based system to reduce maintenance complexity

B : Incorporate a generative Al approach to streamline model updates

C : Adopt a modular architecture to isolate different system components

D : Utilize cloud-based solutions to enhance maintenance scalability

Answer: C

Question 3

A project involves integrating AI systems across multiple departments, each with different accesslevels. This complex AI project has presented the project manager with significant issues related todata misuse. The project team has been focused on their ethics guidelines but continues toexperience data misuse. The project involves different regional data protection regulations whichfurther increases the complexity.What issue will cause these challenges to occur?

Options :

A : Limited awareness of explainability requirements

B : Lack of a detailed plan addressing a governance strategy

C : Overlooking algorithmic bias and fairness concerns

D : Failure to implement robust encryption for data security

Answer: B

Question 4

A project team is currently evaluating an AI solution. They need to ensure the machine learning model provides the expected business benefits. Which critical factor should the project manager assess?

Options :

A : Maximization of model interpretability

B : Alignment with key performance indicators

C : Minimization of human intervention

D : Volume of training data

Answer: B

Question 5

A project manager is preparing a contingency plan for an AI-enabled underwriting platform. Duringoutages, the business must still make time-sensitive decisions. What strategy best supports business continuity?

Options :

A : Implement a manual override process with defined escalation and decision rules

B : Stop all underwriting until the AI system returns

C : Keep the AI system running without monitoring to avoid interruptions

D : Only increase marketing to offset the outage

Answer: A

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