Generative AI
Introduction to Generative AI MCQ
1. What does “Generative AI” mean?
a) AI that can only analyze data
b) AI that generates new content or data
c) AI that deletes data
d) AI that only stores information
Answer: b) AI that generates new content or data
Explanation: Generative AI can create new text, images, videos, and music from learned patterns.
2. Which of the following is a popular Generative AI tool?
a) MS Excel
b) ChatGPT
c) Google Chrome
d) Adobe Reader
Answer: b) ChatGPT
Explanation: ChatGPT is a Generative AI chatbot developed by OpenAI that creates human-like text.
3. Which technology powers Generative AI tools like ChatGPT?
a) Blockchain
b) Machine Learning
c) Neural Networks
d) Cloud Storage
Answer: c) Neural Networks
Explanation: Generative AI uses deep neural networks to learn and generate new data.
4. What is the full form of AI?
a) Artificial Information
b) Artificial Intelligence
c) Automated Input
d) Automatic Internet
Answer: b) Artificial Intelligence
5. Which of these is an example of Generative AI in image creation?
a) DALL·E
b) MS Paint
c) Canva
d) Google Docs
Answer: a) DALL·E
Explanation: DALL·E is an OpenAI model that creates images from text prompts.
6. Which company developed ChatGPT?
a) Microsoft
b) OpenAI
c) Google
d) Meta
Answer: b) OpenAI
7. Generative AI models are trained on what type of data?
a) Random data
b) Large datasets of text, images, and audio
c) User passwords
d) Only numbers
Answer: b) Large datasets of text, images, and audio
8. What is one main application of Generative AI?
a) Generating fake news
b) Creating new content like text, images, or music
c) Calculating numbers
d) Deleting files
Answer: b) Creating new content like text, images, or music
9. Which of these AI tools is used for generating videos?
a) Synthesia
b) WordPad
c) MS Paint
d) Excel
Answer: a) Synthesia
10. Which of the following is not a Generative AI tool?
a) ChatGPT
b) DALL·E
c) Midjourney
d) Google Drive
Answer: d) Google Drive
Explanation: Google Drive is a cloud storage platform, not a Generative AI tool.
11. What type of learning does Generative AI use?
a) Supervised learning
b) Reinforcement learning
c) Deep learning
d) Manual programming
Answer: c) Deep learning
12. The main goal of Generative AI is to:
a) Replace humans
b) Create new and realistic content
c) Store large data
d) Play games
Answer: b) Create new and realistic content
13. Which AI model is known for generating human-like text?
a) GPT (Generative Pre-trained Transformer)
b) CNN (Convolutional Neural Network)
c) RNN (Recurrent Neural Network)
d) GAN (Generative Adversarial Network)
Answer: a) GPT
14. What does “GAN” stand for in Generative AI?
a) General Artificial Network
b) Generative Adversarial Network
c) Generated Advanced Node
d) Global AI Network
Answer: b) Generative Adversarial Network
Explanation: GANs use two neural networks (generator & discriminator) to create realistic data.
15. Which of the following is a text-to-image Generative AI model?
a) DALL·E
b) ChatGPT
c) Google Drive
d) MS Word
Answer: a) DALL·E
Types of Generative AI MCQ
1. Which of the following is an example of a text-based Generative AI model?
a) DALL·E
b) ChatGPT
c) DeepFake
d) Synthesia
Answer: b) ChatGPT
Explanation: ChatGPT is a text-based generative AI model that generates human-like responses in natural language.
2. Which Generative AI model is mainly used to create images from text prompts?
a) GPT-4
b) DALL·E
c) Whisper
d) AlphaGo
Answer: b) DALL·E
Explanation: DALL·E by OpenAI generates realistic images from textual descriptions.
3. Which of the following is used for creating AI-generated music?
a) MuseNet
b) ChatGPT
c) Stable Diffusion
d) MidJourney
Answer: a) MuseNet
Explanation: MuseNet is an OpenAI model designed for composing music using deep learning.
4. DeepFake technology is primarily used for:
a) Text generation
b) Image classification
c) Video manipulation
d) Speech recognition
Answer: c) Video manipulation
Explanation: DeepFake uses generative AI to alter or synthesize video content, especially faces.
5. What type of Generative AI model is MidJourney?
a) Text generation
b) Image generation
c) Music composition
d) Data prediction
Answer: b) Image generation
Explanation: MidJourney generates artistic images based on text prompts.
6. Which type of Generative AI is used for voice cloning?
a) Text-based
b) Audio-based
c) Image-based
d) Data-based
Answer: b) Audio-based
Explanation: Audio-based generative AI can synthesize speech or clone human voices.
7. Which of the following AI tools generates videos from text?
a) Runway ML
b) ChatGPT
c) Whisper
d) Bard
Answer: a) Runway ML
Explanation: Runway ML is a generative AI platform that creates and edits videos using AI models.
8. Stable Diffusion is used for:
a) Text summarization
b) Image generation
c) Speech-to-text conversion
d) Data encryption
Answer: b) Image generation
Explanation: Stable Diffusion is a text-to-image model that generates high-quality visuals.
9. Generative AI used for code generation is called:
a) DALL·E
b) GitHub Copilot
c) Whisper
d) Synthesia
Answer: b) GitHub Copilot
Explanation: GitHub Copilot generates code based on natural language prompts.
10. Which type of Generative AI can convert text to speech?
a) TTS (Text-to-Speech)
b) GANs
c) NLP
d) ASR
Answer: a) TTS (Text-to-Speech)
Explanation: TTS systems use AI to generate spoken voice output from text.
11. What does GAN stand for in Generative AI?
a) General AI Network
b) Generative Adversarial Network
c) Global AI Node
d) Generalized Artificial Neuron
Answer: b) Generative Adversarial Network
Explanation: GANs consist of two neural networks competing to generate realistic data.
12. Which component of a GAN generates fake data?
a) Discriminator
b) Generator
c) Classifier
d) Encoder
Answer: b) Generator
Explanation: The generator creates fake data that tries to fool the discriminator.
13. The discriminator in GAN is responsible for:
a) Generating data
b) Detecting real or fake data
c) Storing information
d) Translating text
Answer: b) Detecting real or fake data
Explanation: The discriminator evaluates the generator’s output and helps improve it.
14. Which of the following is a video-based generative AI tool?
a) Synthesia
b) Whisper
c) GPT-4
d) Copilot
Answer: a) Synthesia
Explanation: Synthesia creates AI-generated videos with virtual presenters.
15. Which of these models is used for text-to-image conversion?
a) Whisper
b) DALL·E
c) BERT
d) AlphaFold
Answer: b) DALL·E
Explanation: DALL·E converts textual descriptions into digital images.
Ethical consideration of Using Generative AI MCQ
1. What is the main ethical issue with Generative AI?
a) It increases internet speed
b) It can create fake or misleading content
c) It improves data security
d) It helps in reducing screen time
Answer: b) It can create fake or misleading content
Explanation: Generative AI can produce deepfakes and misinformation, raising ethical concerns.
2. Which term describes fake videos or images generated by AI?
a) DeepCopy
b) DeepFake
c) DeepLink
d) DeepMind
Answer: b) DeepFake
Explanation: DeepFakes use AI to create realistic fake videos or images of people.
3. What ethical principle requires AI to be transparent in how it works?
a) Accountability
b) Privacy
c) Transparency
d) Fairness
Answer: c) Transparency
Explanation: Transparency ensures people understand how AI systems make decisions.
4. What is a major privacy concern in Generative AI?
a) Overcharging users
b) Use of personal data without consent
c) Low image quality
d) Fast processing speed
Answer: b) Use of personal data without consent
Explanation: Many AI models are trained on large datasets that may contain private information.
5. Which of the following is an ethical way to use Generative AI?
a) Creating fake identities
b) Using AI for educational content creation
c) Spreading misinformation
d) Impersonating others
Answer: b) Using AI for educational content creation
Explanation: Generative AI should be used responsibly for learning and innovation.
6. What does “AI bias” mean?
a) AI that runs slowly
b) AI that favors or discriminates unfairly
c) AI that is neutral
d) AI that uses less data
Answer: b) AI that favors or discriminates unfairly
Explanation: AI bias occurs when the data or algorithms produce unfair outcomes for certain groups.
7. Why is accountability important in AI ethics?
a) To punish computers
b) To ensure humans take responsibility for AI actions
c) To increase AI’s speed
d) To make AI fun
Answer: b) To ensure humans take responsibility for AI actions
Explanation: Humans should remain responsible for decisions made by AI systems.
8. Which of the following is an example of unethical use of Generative AI?
a) Making an AI-generated painting
b) Creating fake news articles
c) Using AI for medical research
d) Generating study notes
Answer: b) Creating fake news articles
Explanation: Using AI to spread false information is unethical.
9. What is “data privacy” in AI?
a) Keeping data hidden and protected from misuse
b) Sharing all data publicly
c) Selling user information
d) Deleting data automatically
Answer: a) Keeping data hidden and protected from misuse
Explanation: Data privacy ensures user information is secure and used ethically.
10. How can users prevent misuse of Generative AI?
a) By ignoring AI tools
b) By setting strong ethical guidelines and policies
c) By sharing all data
d) By allowing open access to everything
Answer: b) By setting strong ethical guidelines and policies
Explanation: Ethical guidelines help regulate responsible AI use.
11. What does “copyright infringement” mean in AI-generated content?
a) Creating new designs
b) Using or copying others’ work without permission
c) Using free images
d) Deleting data
Answer: b) Using or copying others’ work without permission
Explanation: AI should not generate or reproduce copyrighted material without consent.
12. Which ethical principle ensures AI is used fairly for everyone?
a) Accountability
b) Fairness
c) Transparency
d) Accuracy
Answer: b) Fairness
Explanation: Fairness ensures AI does not discriminate and treats all groups equally.
13. What is the danger of deepfake videos?
a) They improve video quality
b) They can spread false information and harm reputations
c) They reduce social media usage
d) They increase trust online
Answer: b) They can spread false information and harm reputations
Explanation: Deepfakes can deceive people and damage public trust.
14. What is the ethical concern with AI-generated art?
a) It is too colorful
b) It may steal styles from real artists
c) It takes too long
d) It cannot be printed
Answer: b) It may steal styles from real artists
Explanation: AI-generated art may use artists’ styles without credit or permission.
15. Why should AI systems be explainable?
a) To make them complex
b) To help users understand decisions made by AI
c) To hide data
d) To protect companies only
Answer: b) To help users understand decisions made by AI
Explanation: Explainability builds trust and transparency in AI systems.
Generative AI TOOLS MCQ
1. Which of the following is an example of a text-based Generative AI model?
a) DALL·E
b) ChatGPT
c) DeepFake
d) Synthesia
Answer: b) ChatGPT
Explanation: ChatGPT is a text-based generative AI model that generates human-like responses in natural language.
2. Which Generative AI model is mainly used to create images from text prompts?
a) GPT-4
b) DALL·E
c) Whisper
d) AlphaGo
Answer: b) DALL·E
Explanation: DALL·E by OpenAI generates realistic images from textual descriptions.
3. Which of the following is used for creating AI-generated music?
a) MuseNet
b) ChatGPT
c) Stable Diffusion
d) MidJourney
Answer: a) MuseNet
Explanation: MuseNet is an OpenAI model designed for composing music using deep learning.
4. DeepFake technology is primarily used for:
a) Text generation
b) Image classification
c) Video manipulation
d) Speech recognition
Answer: c) Video manipulation
Explanation: DeepFake uses generative AI to alter or synthesize video content, especially faces.
5. What type of Generative AI model is MidJourney?
a) Text generation
b) Image generation
c) Music composition
d) Data prediction
Answer: b) Image generation
Explanation: MidJourney generates artistic images based on text prompts.
6. Which type of Generative AI is used for voice cloning?
a) Text-based
b) Audio-based
c) Image-based
d) Data-based
Answer: b) Audio-based
Explanation: Audio-based generative AI can synthesize speech or clone human voices.
7. Which of the following AI tools generates videos from text?
a) Runway ML
b) ChatGPT
c) Whisper
d) Bard
Answer: a) Runway ML
Explanation: Runway ML is a generative AI platform that creates and edits videos using AI models.
8. Stable Diffusion is used for:
a) Text summarization
b) Image generation
c) Speech-to-text conversion
d) Data encryption
Answer: b) Image generation
Explanation: Stable Diffusion is a text-to-image model that generates high-quality visuals.
9. Generative AI used for code generation is called:
a) DALL·E
b) GitHub Copilot
c) Whisper
d) Synthesia
Answer: b) GitHub Copilot
Explanation: GitHub Copilot generates code based on natural language prompts.
10. Which type of Generative AI can convert text to speech?
a) TTS (Text-to-Speech)
b) GANs
c) NLP
d) ASR
Answer: a) TTS (Text-to-Speech)
Explanation: TTS systems use AI to generate spoken voice output from text.
11. What does GAN stand for in Generative AI?
a) General AI Network
b) Generative Adversarial Network
c) Global AI Node
d) Generalized Artificial Neuron
Answer: b) Generative Adversarial Network
Explanation: GANs consist of two neural networks competing to generate realistic data.
12. Which component of a GAN generates fake data?
a) Discriminator
b) Generator
c) Classifier
d) Encoder
Answer: b) Generator
Explanation: The generator creates fake data that tries to fool the discriminator.
13. The discriminator in GAN is responsible for:
a) Generating data
b) Detecting real or fake data
c) Storing information
d) Translating text
Answer: b) Detecting real or fake data
Explanation: The discriminator evaluates the generator’s output and helps improve it.
14. Which of the following is a video-based generative AI tool?
a) Synthesia
b) Whisper
c) GPT-4
d) Copilot
Answer: a) Synthesia
Explanation: Synthesia creates AI-generated videos with virtual presenters.
15. Which of these models is used for text-to-image conversion?
a) Whisper
b) DALL·E
c) BERT
d) AlphaFold
Answer: b) DALL·E
Explanation: DALL·E converts textual descriptions into digital images.
16. What is a common use of generative AI in healthcare?
a) Creating fake news
b) Generating synthetic medical data for training
c) Predicting stock prices
d) Gaming
Answer: b) Generating synthetic medical data for training
Explanation: AI can create realistic, privacy-safe synthetic medical data for research.
17. Which type of generative AI model is used to generate realistic human faces?
a) DeepDream
b) StyleGAN
c) Copilot
d) AlphaZero
Answer: b) StyleGAN
Explanation: StyleGAN generates highly realistic synthetic human faces.
18. Which of the following models is used to create text from audio?
a) Whisper
b) DALL·E
c) MuseNet
d) DeepFake
Answer: a) Whisper
Explanation: Whisper is an AI model for speech recognition and transcription.
19. Which of the following AI tools can generate websites from prompts?
a) Durable
b) MidJourney
c) Whisper
d) AlphaFold
Answer: a) Durable
Explanation: Durable uses generative AI to build complete websites from text descriptions.
20. What is the main advantage of generative AI models?
a) They can only copy data
b) They generate new and creative outputs
c) They destroy data
d) They are used only for calculations
Answer: b) They generate new and creative outputs
Explanation: Generative AI’s key feature is creating new, original content from existing data patterns.