AI Asset and Data Life Cycle Management AAISM Practice Questions (Page 1)

Questions 1–5

1. 1foundation · easy

   What is the PRIMARY goal of applying data governance principles to AI systems?

   • ATo reduce the cost of data storage
   • BTo ensure data quality, integrity, and compliance
   • CTo maximize the amount of data stored
   • DTo eliminate the need for data security controls
   Reveal Solution Discussion Select an answer first
2. 2application · medium

   A company is assessing the risk of a new AI model that will be used to screen job applicants. The model is trained on historical hiring data. The risk assessment team identifies that the training data may contain biases against certain demographic groups. What is the MOST appropriate risk assessment action?

   • AProceed with the model because the bias is only in the training data, not the model itself.
   • BDocument the potential bias as a risk and implement a mitigation plan, such as bias testing and fairness audits.
   • CIgnore the bias risk because the model will be reviewed by human recruiters.
   • DCancel the project because the risk of bias is too high.
   Reveal Solution Discussion Select an answer first
4. 3foundation · easy

   What is the PRIMARY goal of AI asset retirement and decommissioning?

   • ATo safely remove assets while ensuring data is securely disposed of and models are archived or removed
   • BTo delete all documentation related to the asset
   • CTo transfer all retired assets to the public cloud
   • DTo keep retired assets running to avoid downtime
   Reveal Solution Discussion Select an answer first
5. 4foundation · easy

   What is model reproducibility?

   • AThe ability to recreate the same model results given the same inputs and conditions
   • BThe ability to explain model predictions to stakeholders
   • CThe ability to automatically retrain the model
   • DThe ability to run the model on any hardware
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6. 5foundation · easy

   Which of the following is a stage in the data life cycle management process?

   • ACompilation
   • BCollection
   • CAggregation
   • DVisualization
   Reveal Solution Discussion Select an answer first