Salesforce Certified AI Associate — Question 49

What is a possible outcome of poor data quality?

Answer options

• A. AI models maintain accuracy but have slower response times.
• B. AI predictions become more focused and less robust.
• C. Biases in data can be inadvertently learned and amplified by AI systems.

Correct answer: C

Explanation

The correct answer, C, highlights that poor data quality can lead AI systems to learn and propagate existing biases, which can have significant ethical implications. Options A and B are incorrect because they do not directly address the consequences of data quality on biases but rather focus on model performance aspects.