AI-900 Exam Dumps | You are building an AI system. Which task should you include to ensure that the service meets the Microsoft

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Question 63/124

You are building an AI system.
Which task should you include to ensure that the service meets the Microsoft transparency principle for responsible AI?

A. Ensure that all visuals have an associated text that can be read by a screen reader.

B. Enable autoscaling to ensure that a service scales based on demand.

C. Provide documentation to help developers debug code.

D. Ensure that a training dataset is representative of the population.

Correct Answer: C

Reference:
https://docs.microsoft.com/en-us/learn/modules/responsible-ai-principles/4-guiding-principles

Recent Comments (The most recent comments are at the top.)

akom - Jan 28, 2025

The answer is D. Ensure that a training dataset is representative of the population.

Here's why:
The Microsoft principle of transparency in responsible AI focuses on understanding how AI systems work and their potential impact. A representative training dataset is crucial for transparency because:

Bias Detection: A non-representative dataset can lead to biased AI models. If the data doesn't accurately reflect the real world, the model might make unfair or discriminatory decisions. Transparency requires us to be aware of and mitigate these biases.
Explainability: Understanding the data the model was trained on helps explain its behavior. If we know the data is representative, we have more confidence that the model's outputs are based on real-world patterns, not skewed by a biased dataset.

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