Salesforce Certified AI Associate — Question 29

What is a potential source of bias in training data for AI models?

Answer options

• A. The data is collected in real time from source systems.
• B. The data is collected from a diverse range of sources and demographics.
• C. The data is skewed toward a particular demographic or source.

Correct answer: C

Explanation

The correct answer is C because when training data is biased towards a specific demographic, it can lead to AI models that do not perform well for underrepresented groups. Options A and B describe situations where data is collected appropriately and diversely, which would typically reduce bias rather than contribute to it.