GitHub Copilot Certification — Question 16

Why might a Generative AI (Gen AI) tool create inaccurate outputs?

Answer options

• A. The Gen AI tool is being overloaded with too many requests at once.
• B. The Gen AI tool is experiencing downtime and is not fully recovered.
• C. The Gen AI tool is programmed with a focus on creativity over factual accuracy.
• D. The training data might contain biases or inconsistencies.

Correct answer: D

Explanation

The correct answer is D because biases or inconsistencies in the training data can lead to inaccurate outputs from the Gen AI tool. Options A and B refer to operational issues that affect performance but do not directly cause inaccuracies in the content generated. Option C highlights a design choice that may prioritize creativity but does not specifically indicate the presence of inaccuracies.