Microsoft Azure AI Fundamentals AI-900 Practice Question
As a data scientist at a healthcare company, you develop an AI model to predict patient readmission rates. Your manager emphasizes that stakeholders need to understand how the AI makes decisions.
Which action best addresses this concern?
Use a complex ensemble model to maximize predictive accuracy
Provide detailed documentation on how the model makes predictions
Encrypt the model’s parameters to protect intellectual property
Provide detailed documentation on how the model makes predictions - This is the correct answer. To ensure stakeholders understand how the AI model makes decisions, providing clear and detailed documentation on how the model works, including its features, decision-making process, and limitations, is essential for transparency and trust.
Use a complex ensemble model to maximize predictive accuracy - While ensemble models can improve predictive accuracy, they do not directly address the concern about stakeholders understanding how the model makes decisions.
Encrypt the model’s parameters to protect intellectual property - Encrypting the model’s parameters may be important for intellectual property protection, but it does not help in making the decision-making process more transparent or understandable to stakeholders.
Limit access to the model to senior management - Limiting access to the model only to senior management reduces transparency and makes it harder for other stakeholders to understand how decisions are made.
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Microsoft Azure AI Fundamentals AI-900
Describe Artificial Intelligence Workloads and Considerations
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