Pre test

1. What is the basic structure of an AI model?

• A) Input → Model → Output
• B) Input → Output → Model
• C) Model → Input → Output
• D) Output → Model → Input

2. What principle is described by the phrase "Garbage in, Garbage out" in the context of AI?

• A) AI models always produce incorrect results
• B) The quality of input training data directly affects the quality of AI output
• C) AI algorithms are inherently flawed
• D) Only clean data should be used in AI training

3. Which type of machine learning is used when you want to predict a numerical value based on input features?

• A) Unsupervised Learning
• B) Classification
• C) Regression
• D) Clustering

4. What is a key characteristic of Deep Learning compared to traditional Machine Learning?

• A) It requires less input data
• B) It uses simpler algorithms
• C) It always produces more accurate results
• D) It uses layered neural networks

5. What is the primary function of the hidden layers in a neural network for computer vision?

• A) To capture the image
• B) To process and transform the image data
• C) To display the final output
• D) To store the original pixel values

6. How do Large Language Models (LLM) break down text into smaller units for processing?

• A) Tokenization
• B) Embedding
• C) Attention Mechanism
• D) Vector Mathematics

7. Which of the following is NOT a common application of Generative AI?

• A) Text-to-Image generation
• B) Music composition
• C) Video synthesis
• D) Weather forecasting

8. Which of the following is a positive impact of Generative AI?

• A) Enhanced productivity and efficiency
• B) Task displacement
• C) Deepfake creation
• D) Reversal curse

9. In an AI-assisted medical diagnosis system, who should be ultimately responsible for the final diagnosis?

• A) The AI system
• B) The hospital administration
• C) The human doctor
• D) The patient

10. What is the dual impact of AI on the job market?

• A) AI creates new jobs while eliminating others
• B) AI only creates new jobs
• C) AI only eliminates existing jobs
• D) AI has no impact on jobs