Question

What is the primary objective of Generative AI?

• A. To classify existing data into different categories
• B. To define clear boundaries between existing data for classification tasks
• C. To generate new data that resembles its training samples
• D. To delete redundant data from large datasets

Hint:

Generative AI models like ChatGPT and DALL·E create new content based on learned patterns.

Answer 1

The Correct Option is C

Step 1: Understanding Generative AI.
Generative AI focuses on creating new content such as text, images, audio, or video based on patterns learned from training data.

Step 2: Evaluating options.
• (A): Classification task, not generative.
• (B): Related to classification boundaries.
• (C): Correct. Generative AI creates new data similar to training data.
• (D): Data cleaning, not generation.
Step 3: Conclusion.
Thus, the primary objective of Generative AI is to generate new data resembling training samples.
Final Answer: To generate new data that resembles its training samples.