Here are 50+ multiple-choice questions (MCQs) with answers:
What does Generative AI primarily produce?
- A) Low-quality text
- B) High-quality content (text, images, audio, video)
- C) Financial reports
-
D) Physical objects
Answer: B
Which of the following is a common use case of Generative AI?
- A) Filing taxes
- B) Video generation
- C) Manufacturing products
-
D) Organizing emails
Answer: B
LLM stands for:
- A) Large Labeled Model
- B) Large Language Model
- C) Logical Learning Model
-
D) Long Learning Mechanism
Answer: B
What is the impact of Generative AI on global GDP as predicted?
- A) No impact
- B) Decrease by 7%
- C) Increase by 7%
-
D) Increase by 1%
Answer: C
What is RLHF in Generative AI?
- A) Reinforcement Learning through Human Feedback
- B) Recurring Language for Human Feedback
- C) Regulated Learning for Hardware Feedback
-
D) None of the above
Answer: A
Which company predicts that Generative AI could add $2.6-$4.4 trillion annually to the economy?
- A) OpenAI
- B) McKinsey
- C) Google
-
D) Amazon
Answer: B
Generative AI could impact how many tasks carried out daily by workers?
- A) 10% of the tasks by 50% of workers
- B) 10% of the tasks by 80% of workers
- C) 50% of the tasks by 20% of workers
-
D) None of the above
Answer: B
Which of the following is NOT an example of AI technology?
- A) Web search
- B) Fraud detection
- C) Manufacturing products
-
D) Recommender systems
Answer: C
Which of the following is a well-known AI model for image generation?
- A) ChatGPT
- B) MidJourney
- C) Bard
-
D) Bing Chat
Answer: B
How do Large Language Models (LLMs) work?
- A) By predicting the next word
- B) By finding physical patterns in data
- C) By analyzing financial trends
-
D) By running complex mathematical formulas
Answer: A
Which of the following is an application of Generative AI in business?
- A) Writing sales strategies
- B) Managing inventory
- C) Tracking employee hours
-
D) Ordering raw materials
Answer: A
Which AI-based tool is commonly used for text generation?
- A) DALL-E
- B) ChatGPT
- C) MidJourney
-
D) Voicemaker
Answer: B
A token in the context of AI models is:
- A) A unit of computation
- B) The smallest unit of text
- C) A processing step in the model
-
D) A type of neural network
Answer: B
Which model is associated with voice generation?
- A) Voicemaker
- B) MidJourney
- C) Bing Chat
-
D) OpenAI ChatGPT
Answer: A
In which year did the rise of Generative AI start making significant economic impacts?
- A) 2019
- B) 2021
- C) 2022
-
D) 2020
Answer: B
What percentage of the world’s electricity might data centers use by 2030 due to AI demand?
- A) 1%
- B) 5%
- C) 8%
-
D) 15%
Answer: C
Which of the following is a potential risk of Generative AI?
- A) Increased manual labor
- B) High carbon footprint
- C) Lower power consumption
-
D) None of the above
Answer: B
Training a large Generative AI model like GPT-3 may consume how much electricity?
- A) 500 MWh
- B) 1,287 MWh
- C) 10,000 MWh
-
D) 600 MWh
Answer: B
Which AI model can help with generating code?
- A) ChatGPT
- B) DALL-E
- C) Bard
-
D) Bing Chat
Answer: A
Generative AI models like GPT-3 are built using which kind of learning?
- A) Reinforcement learning
- B) Supervised learning
- C) Unsupervised learning
-
D) Hybrid learning
Answer: B
Generative AI systems like ChatGPT are an example of:
- A) Predictive AI
- B) Generative AI
- C) General AI
-
D) Specialized AI
Answer: B
Which task is difficult for Generative AI to perform?
- A) Writing emails
- B) Working with structured (tabular) data
- C) Text generation
-
D) Summarizing articles
Answer: B
What does LLM stand for in the context of law?
- A) Large Language Model
- B) Master of Laws
- C) Logical Learning Mechanism
-
D) Legal Language Module
Answer: B
Which AI tool is typically used for video generation?
- A) ChatGPT
- B) DALL-E
- C) Bard
-
D) OpenAI
Answer: D
How much energy does each query to a model like GPT consume?
- A) 0.001 kWh
- B) 0.0009 kWh
- C) 1 kWh
-
D) 0.0001 kWh
Answer: B
Which sector can benefit significantly from Generative AI according to the content?
- A) Healthcare
- B) Mining
- C) Agriculture
-
D) Real estate
Answer: A
Generative AI tools like GPT can help developers by:
- A) Managing employees
- B) Generating code
- C) Tracking expenses
-
D) Handling physical inventory
Answer: B
Which model is responsible for image generation?
- A) ChatGPT
- B) MidJourney
- C) Bard
-
D) Voicemaker
Answer: B
Generative AI's knowledge is frozen at:
- A) The time of its last input
- B) The time of its training
- C) Every year
-
D) Real-time updates
Answer: B
What is the carbon footprint of training a large Generative AI model?
- A) 100,000 pounds of CO2
- B) 626,000 pounds of CO2
- C) 50,000 pounds of CO2
-
D) 1 million pounds of CO2
Answer: B
LLMs can suffer from making up information, also known as:
- A) Augmentation
- B) Hallucination
- C) Segmentation
-
D) Overfitting
Answer: B
Which of the following best describes supervised learning?
- A) Learning through reinforcement
- B) Learning with labeled data
- C) Learning through feedback
-
D) Learning with unlabeled data
Answer: B
Which AI model is known for handling conversations?
- A) Voicemaker
- B) ChatGPT
- C) MidJourney
-
D) None of the above
Answer: B
Generative AI models cannot:
- A) Summarize conversations
- B) Work with structured data effectively
- C) Generate creative content
-
D) Write press releases
Answer: B
AI tools like GPT-3 are built on what kind of model?
- A) Diffusion model
- B) Large Language Model
- C) Small Language Model
-
D) Symbolic AI
Answer: B
What does LLM stand for in the context of AI?
- a) Limited Learning Model
- b) Logical Language Mechanism
- c) Large Language Model
- d) Learning Language Model
- Answer: c) Large Language Model
Which of the following is a common use case for Generative AI?
- a) Fraud detection
- b) Credit card payments
- c) Image, audio, and video generation
- d) Web search
- Answer: c) Image, audio, and video generation
What type of learning is primarily used by Large Language Models (LLMs) like ChatGPT?
- a) Supervised learning
- b) Unsupervised learning
- c) Reinforcement learning
- d) Semi-supervised learning
- Answer: a) Supervised learning
How much could generative AI potentially add to the global economy annually, according to McKinsey?
- a) $500 billion - $1 trillion
- b) $2.6 - $4.4 trillion
- c) $5 trillion
- d) $1 - $2.5 trillion
- Answer: b) $2.6 - $4.4 trillion
Which company developed DALL-E, an AI model used for image generation?
- a) Google
- b) Amazon
- c) OpenAI
- d) Microsoft
- Answer: c) OpenAI
Reinforcement Learning through Human Feedback (RLHF) is primarily used in Generative AI for which purpose?
- a) Training models to classify images
- b) Fine-tuning models for more accurate and aligned results
- c) Supervising data labeling
- d) Improving natural language translation
- Answer: b) Fine-tuning models for more accurate and aligned results
Which of the following is NOT a task that Generative AI is commonly used for?
- a) Text generation
- b) Audio generation
- c) Video generation
- d) Stock market analysis
- Answer: d) Stock market analysis
What percentage of tasks carried out daily by workers could be impacted by Generative AI, as mentioned in the OpenAI/UPenn study?
- a) 5%
- b) 10%
- c) 20%
- d) 30%
- Answer: b) 10%
Generative AI systems like ChatGPT are trained on which type of data?
- a) Labeled numerical data
- b) Unlabeled audio data
- c) Text data
- d) Tabular data
- Answer: c) Text data
Which of the following is a major risk associated with Generative AI?
- a) Increased manual labor
- b) Hallucinations (incorrect outputs)
- c) Improved fraud detection
- d) Reduced electricity consumption
- Answer: b) Hallucinations (incorrect outputs)
In which year did Generative AI rise to prominence, according to the text?
- a) 2020
- b) 2021
- c) 2022
- d) 2019
- Answer: b) 2021
Which of the following tasks can Generative AI perform?
- a) Writing sales strategies
- b) Diagnosing diseases
- c) Creating virtual avatars
- d) Monitoring satellites
- Answer: a) Writing sales strategies
The carbon footprint associated with training large AI models is compared to which activity?
- a) Driving a car for a year
- b) 300 round-trip flights between New York and San Francisco
- c) Manufacturing electric cars
- d) Solar power generation
- Answer: b) 300 round-trip flights between New York and San Francisco
Which of the following is a limitation of LLMs?
- a) They cannot generate text
- b) They have knowledge cutoffs
- c) They are not scalable
- d) They do not use human feedback
- Answer: b) They have knowledge cutoffs
What type of model is DALL-E?
- a) Text generation model
- b) Audio recognition model
- c) Image generation model
- d) Data analytics model
- Answer: c) Image generation model
What is the primary challenge mentioned with regard to power consumption of Generative AI?
- a) Lack of global regulation
- b) High electricity use
- c) Inaccurate predictions
- d) Slow processing speed
- Answer: b) High electricity use
What problem is illustrated by the Trolley Problem solution generated by ChatGPT?
- a) AI bias
- b) Ethical decision-making challenges
- c) Hallucinations
- d) Faulty learning algorithms
- Answer: b) Ethical decision-making challenges
Which of the following applications uses Generative AI to summarize conversations?
- a) Text generation
- b) Call center conversation summaries
- c) Video generation
- d) Spam filtering
- Answer: b) Call center conversation summaries
What general type of technology is AI considered to be?
- a) Special-purpose technology
- b) General-purpose technology
- c) Temporary technology
- d) Experimental technology
- Answer: b) General-purpose technology
Which of the following does NOT fall under Generative AI applications?
- a) Translation
- b) Image generation
- c) Email summarization
- d) Stock market prediction
- Answer: d) Stock market prediction
Which company is associated with training GPT-3, one of the largest language models?
- a) Google
- b) OpenAI
- c) Microsoft
- d) Amazon
- Answer: b) OpenAI
What is the estimated global increase in GDP over the next 10 years due to Generative AI?
- a) 2%
- b) 5%
- c) 7%
- d) 10%
- Answer: c) 7%
Which AI model can generate audio, video, and images based on text prompts?
- a) Bing Chat
- b) GPT-3
- c) MidJourney
- d) PaLM
- Answer: c) MidJourney
What is one of the critical sustainability challenges mentioned in the context of Generative AI?
- a) Data privacy
- b) Power consumption
- c) Data bias
- d) Scaling issues
- Answer: b) Power consumption
What process is used by LLMs to predict the next word in a sequence?
- a) Unsupervised learning
- b) Reinforcement learning
- c) Supervised learning
- d) Semi-supervised learning
- Answer: c) Supervised learning
