QUESTION 81
A project team is preparing to collect and aggregate data for an Al initiative. The team needs to ensure that they do not violate any compliance issues before the project starts. What should the project manager do first?

A. Define the required business objectives and cognitive solutions.
B. Identify the ethical and responsible Al requirements.
C. List and rule out non-Al alternatives for the project.
D. Separate cognitive and noncognitive project parts.

Correct Answer: B

QUESTION 82
A project manager is considering different project management approaches for an Al solution deployment. They need to ensure the approach allows for iterative improvements and accommodates changing requirements. Which approach is effective in this situation?

A. Incremental
B. Adaptive/agile
C. Hybrid
D. Predictive

Correct Answer: B

QUESTION 83
A manufacturing company is operationalizing an Al-driven quality control system. The project manager needs to ensure data privacy and regulatory compliance due to the critical nature in protecting sensitive operational data. What is an effective technique that addresses these requirements?

A. Applying data anonymization to the dataset
B. Implementing a zero-trust architecture for network security
C. Utilizing a secure multiparty computation framework
D. Using hybrid encryption scheme for storage

Correct Answer: A

QUESTION 84
A project manager is overseeing the quality assurance and quality control of an Al/machine learning (ML) model. The model has been trained and initial tests have shown promising results. However, the project manager is concerned about the long-term performance and reliability of the model in real-world scenarios. What should the project manager do?

A. Establish continuous monitoring and feedback loops.
B. Set up cross-validation with a larger dataset.
C. Implement additional data augmentation techniques.
D. Perform a comprehensive hyperparameter tuning.

Correct Answer: A

QUESTION 85
A healthcare provider had physicians review a potential diagnostic Al application. During their final review, the project team along with the physicians, discovered that the Al model exhibits a higher than acceptable false-positive rate. Before making the go/no-go Al decision, which next step should be performed by the team?

A. Increase the training data volume.
B. Focus on the model’s ethical implications.
C. Reevaluate the business objectives and outcomes.
D. Adjust the hyperparameters for better generalization.

Correct Answer: C

QUESTION 86
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 Al chatbot, what should be considered to support transparency?

A. Inclusion of diverse data sets
B. Use of interpretable Al models
C. Operationalize advanced algorithms
D. Disclosure notice with each use

Correct Answer: D

QUESTION 87
A government health agency is considering the implementation of Al to predict disease outbreaks. The project manager needs to determine whether Al is the right solution to address their needs. The solution must analyze large datasets from various regions and provide accurate predictions without overwhelming the system. In addition, the agency has non-Al alternatives such as traditional statistical models.
What is a necessary initial task the project manager should perform?

A. Determining the data sources and their reliability
B. Evaluating whether the Al system can scale effectively
C. identifying which parts of the problem require cognitive solutions
D. Assessing the agency’s current technological infrastructure

Correct Answer: C

QUESTION 88
To determine if an Al solution is appropriate for an upcoming project. the project manager needs to evaluate whether the project requires a cognitive approach. What should the project manager address?

A. Required level of interpretability
B. Existing well-defined business objectives
C. Potential noncognitive alternatives
D. Estimated project cost

Correct Answer: C

QUESTION 89
Doctors have been utilizing a sophisticated Al-driven cognitive solution to help with diagnosing illnesses. The Al system is integrated with several medical databases. This allowed the Al system to learn from new patient data and adapt to the latest medical knowledge and practices. The final project report indicated that the Al model had degraded over time which impacted reliability and effectiveness. The AI system must comply with healthcare regulations from various countries.
What is the likely cause for the degradation issue?

A. Data drift affecting model precision
B. Impact of data drift on model accuracy
C. Inadequate initial model validation
D. Changes in business model requirements

Correct Answer: B

QUESTION 90
A development team is tasked with creating an Al system to assist physicians with diagnosing medical conditions. They encountered cases where symptoms do not always lead to well-defined diagnoses. Which approach should the project manager integrate to handle the inherent uncertainty?

A. Enhance the knowledge base with more detailed rules.
B. Implement a more complex retrained model.
C. Keep a human in the loop with all decision-making.
D. Increase the number of input variables.

Correct Answer: C

QUESTION 91
A government agency is implementing an Al-powered tool to enhance data security through anomaly detection. The project manager is assembling the team. To identify the subject matter experts (SMEs) who can provide the best insights and contributions to this project, the project manager needs to consider their experience and expertise in various technical domains.
Which method will help identify the qualified data SMEs?

A. Assessing proficiency in developing generative adversarial networks (CANs) and experience in successfully generating synthetic data
B. Evaluating expertise with existing data architectures and their ability to optimize databases
C. Examining their expertise in neural network calibration and hyperparameter tuning
D. Conducting interviews to assess their knowledge in anomaly detection

Correct Answer: D

QUESTION 92
An Al project for a financial technology client is at risk due to potential inaccuracies in data aggregation. What is the first step the project manager should take to mitigate the risk?

A. Evaluate the data freshness and relevance.
B. Create a data visualization.
C. Understand the data characteristics.
D. Delete the suspicious data manually.

Correct Answer: C

QUESTION 93
A project manager is preparing a contingency plan for an Al-driven customer service platform. They need to determine an effective strategy to handle potential system downtimes. Which strategy addresses the project manager’s objective?

A. Providing extensive training to customer service representatives on handling Al failures
B. Implementing a manual override system for critical customer queries
C. Creating a robust customer service logging system to quickly identify and resolve issues
D. Developing an automated fallback chatbot with limited capabilities

Correct Answer: B

QUESTION 94
A financial institution is implementing a new Al system for fraud detection. The project team must ensure the data meets the needs of the Al solution by verifying data quality, completeness, and relevance. They have access to various internal and external data sources. Which method addresses the project team’s objectives?

A. Limiting the data sources to internal databases to avoid complications
B. Integrating data without improvement checks to expedite the project timeline
C. Conducting a comprehensive data audit and cleansing process
D. Using pretrained models without tailoring to specific data

Correct Answer: C

QUESTION 95
A team needs to identify which parts of the project they are working on will require Al and which will not. In addition, they need to determine technology and data requirements. Which method should be used?

A. Technical feasibility assessment
B. Data requirements specification

C. Components-based analysis
D. Detailed data mapping

Correct Answer: C

QUESTION 96
In an aerospace project focused on predictive maintenance using Al, the project team is facing challenges in coordinating the Al models’ operationalization across various manufacturing sites. Strong governance and corporate guardrails are established, but each site has different computational capabilities and network latencies. What is an effective method that helps to ensure consistent Al performance across these sites?

A. Implementing a centralized Al model repository
B. Using site-specific Al model tuning
C. Operationalizing a decentralized Al architecture
D. Utilizing cloud-based Al services uniformly

Correct Answer: D

QUESTION 97
A project manager is overseeing the transition of a company’s legacy system to a new Al-driven solution. The team has identified multiple cognitive patterns required for different aspects of the system. However, the project manager is concerned about overcomplicating the transition. Which activity should be performed first?

A. Establish a phased approach targeting one patter at a time.
B. Consolidate all cognitive patterns into a single iteration.
C. Identify parts of the project that do not require intelligent systems.
D. Train employees on all identified cognitive patterns simultaneously.

Correct Answer: C

QUESTION 98
A project team is tasked with developing an Al system to optimize workflow efficiency by automating both cognitive and noncognitive tasks. The Al system will handle various tasks including data analysis and decision-making to routine administrative functions. The Al system needs to be integrated with the existing enterprise software and meet international regulations. The team needs to manage data from multiple sources with different formats and standards. The Al system needs to evolve as business processes and technologies change.
How would the results for the system be different if cognitive and noncognitive tasks are not separated?

A. The Al system would have slower processing times.
B. Cognitive tasks could under perform due to overloading.
C. There would be inefficiencies in handling repetitive task processes.
D. Complex algorithms would be applied to simple tasks.

Correct Answer: D

QUESTION 99
A government agency is evaluating a new Al system for fraud detection. The project manager is preparing a presentation for the go/no-go determination for the business understanding phase. The manager has collected data on potential cost savings and initial investment costs. What will this analysis provide for the go/no-go decision?

A. Net present value (NPV)
B. Return on investment (ROI)
C. Total cost of ownership (TCO)
D. Internal rate of return (IRR)

Correct Answer: B

QUESTION 100
A project team is currently evaluating an Al solution. They need to ensure the machine learning model provides the expected business benefits. Which critical factor should the project manager assess?

A. Alignment with key performance indicators
B. Minimization of human intervention
C. Maximization of model interpretability
D. Volume of training data

Correct Answer: A