CPMAI 試験問題を無料オンラインアクセス

During the business understanding phase, the project manager realizes that the project team has overlooked requirements for the AI model. The model should have a high level of explainability and transparency. What should the project manager do?

• A.Develop an algorithm to account for future model adjustments.
• B.Revisit the training data for the smart algorithm.
• C.Ensure data compliance requirements are clearly documented.
• D.Define a process for data aggregation and analysis.

A project manager is overseeing the quality assurance and quality control of an AI/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.Perform a comprehensive hyperparameter tuning.
• C.Implement additional data augmentation techniques.
• D.Set up cross-validation with a larger dataset.

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

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

• A.Only increase marketing to offset the outage
• B.Stop all underwriting until the AI system returns
• C.Implement a manual override process with defined escalation and decision rules
• D.Keep the AI system running without monitoring to avoid interruptions

You have been tasked at your organization to manage a large language model (LLM) project.
Identify what LLMs are useful for. (Choose all that apply.)

• A.Improve search quality
• B.Text summarization
• C.Code generation
• D.Machine Translation
• E.Process automation
• F.Classify and categorize content