What distinguishes Generative AI from Discriminative AI?
Answer options
A
Generative focuses on labeling, Discriminative on generating
B
Generative is older, Discriminative is newer
C
Both are the same
D
Generative is for images, Discriminative for text
E
Generative models data distribution, while Discriminative
F
models the boundary between classes
Correct answer: Generative models data distribution, while Discriminative, models the boundary between classes
Explanation
Generative models learn the joint probability distribution P(X,Y) of the data, enabling them to model how data is generated. Discriminative models learn the decision boundary (conditional probability P(Y|X)) between classes. Options [4] and [5] together form this correct answer: 'Generative models data distribution, while Discriminative models the boundary between classes.'