PMI-CPMAI問題集、PMI実際の試験問題

質問 1

A city transportation department is deploying an AI model that adjusts traffic signal timing. The department is concerned that traffic patterns will shift seasonally and during major events. What is the best method to manage this risk after deployment?

A. Rely on vendor guarantees instead of internal controls

B. Perform continuous monitoring and auditing for drift and performance degradation

C. Disable model updates to maintain consistent behavior

D. Increase the training dataset size once before launch

正解: B

解説: (PassTest メンバーにのみ表示されます)

質問 2

A project team is evaluating whether an AI initiative should proceed beyond discovery. Stakeholders are aligned on objectives, but the team has not confirmed data access, quality, or legal constraints. What is the most appropriate next action?

A. Conduct a go/no-go assessment using readiness criteria

B. Move directly to deployment planning

C. Purchase additional compute infrastructure

D. Begin model development using sample data

正解: A

解説: (PassTest メンバーにのみ表示されます)

質問 3

An AI team is defining success criteria for a customer support chatbot. Leadership wants to approve the project but needs objective measures that reflect both business value and risk. Which set of metrics is most appropriate?

A. User satisfaction, containment rate, escalation accuracy, and privacy/compliance incidents

B. Response time only

C. Lines of code written

D. Number of features delivered

正解: A

解説: (PassTest メンバーにのみ表示されます)

質問 4

A financial services firm is building an AI model to detect fraudulent transactions. Identifying and validating data sources is critical to the model ' s success.
What is an effective method that helps to ensure data accuracy?

A. Setting up a batch processing system for data cleansing

B. Employing a federated database system for decentralized data access

C. Implementing a blockchain-based ledger for transaction data

D. Utilizing data lineage tools to track data origin and transformations

正解: D

解説: (PassTest メンバーにのみ表示されます)

質問 5

A project manager is preparing a contingency plan for an AI-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 AI failures

B. Creating a robust customer service logging system to quickly identify and resolve issues

C. Implementing a manual override system for critical customer queries

D. Developing an automated fallback chatbot with limited capabilities

正解: C

解説: (PassTest メンバーにのみ表示されます)

質問 6

A team is running a forecasting project and wants to use previous user data to better predict future outcomes.
However, the team does not have access to all the data they need.
Which action should the project manager take?

A. Move forward cautiously with the understanding that there may be a need for a pause mid-project

B. Move forward while anticipating data access is given when needed. An iterative approach provides the ability to return to steps as needed later on

C. Move forward in order to remain on schedule with the project

D. Do not move forward until access is given to all the necessary data

正解: B

解説: (PassTest メンバーにのみ表示されます)

PMI Certified Professional in Managing AI - PMI-CPMAI 模擬練習