Question

What is the difference between Generative AI and discriminative AI?

A. Generative AI creates new content, while discriminative AI classifies existing content.

B. Generative AI is more accurate than discriminative AI.

C. Generative AI is more efficient than discriminative AI.

D. All of the above.

Answer 1

Correct answers is :- A. Generative AI creates new content, while discriminative AI classifies existing content.

Explanation: Generative AI models are trained on a set of existing data and then use that data to create new examples. Discriminative AI models, on the other hand, are trained on a set of existing data and then used to classify new data into one of a set of categories.

Answer 2

Aspect	Generative AI	Discriminative AI
Objective	Generates new data based on learned patterns.	Classifies input data into predefined classes.
Function	Content creation, data generation.	Classification, discrimination.
Use Cases	Text generation, image synthesis, creativity.	Spam detection, sentiment analysis, image recognition.
Learning Process	Learns patterns in data for content generation.	Focuses on learning boundaries between classes.
Examples	Chatbots, text generators, art creation.	Spam filters, image classifiers, sentiment analysis models.