Which of these is a direct benefit of synthetic data?
Answer options
A
Reduces need for any validation
B
Helps train models where real data is scarce
C
Removes need for GPUs
D
Ensures perfect model fairness
Correct answer: Helps train models where real data is scarce
Explanation
Quick AnswerThe correct answer is Helps train models where real data is scarce because it directly addresses the core logic of Generative AI.
Synthetic data generated by generative models supplements real datasets, especially where real data is scarce, sensitive, or expensive to collect.