Q92 — AWS AIF-C01 Ch.2

Question 92 of 100 | ← Chapter 2

What is a limitation of generative AI applications when solving business problems?

• A. Lack of scalability
• B. Inability to handle large datasets
• C. Generation of biased outputs ✓
• D. Limited business use cases

Correct Answer: C. Generation of biased outputs

Explanation

A primary limitation of generative AI in solving business problems is its potential to generate biased outputs. This stems from the fact that generative AI model performance heavily depends on the quality, diversity, and representativeness of training data. If training data contains bias, incompleteness, or lacks representation, the model may reflect those biases or errors in its outputs. Therefore, ensuring high-quality, diverse, and representative training data is essential to mitigate biased output generation.