Gen AI MCQ

Gen AI MCQ: Test Your Knowledge!

 

 

What is a potential risk associated with the use of AI-assisted coding tools like Copilot?
Introducing bugs or security vulnerabilities in the generated code
Enabling plagiarism or copyright infringement
Dependency on the AI tool, leading to skill degradation
All of the above
What is the purpose of the "query" vector in transformer attention mechanisms?
To search for relevant information in the input
To store the final output
To normalize attention scores
To generate new tokens
What is the second step in the document translation process?
Upload original files
Define a translation specification
Perform asynchronous translation
Create output containers
Which US AI startup is known for its work on AI-powered cybersecurity?
Darktrace
Anthropic
Scale AI
Anduril
What is a 'GAN' in AI?
General Artificial Network
Global AI Nexus
Generative Adversarial Network
Guided Adaptive Neuron
Which Python library is commonly used for implementing efficient sparse attention mechanisms in GPT models?
DeepSpeed
NumPy
SciPy
Pandas
What is the purpose of the Dialog Manager in the Bot Framework SDK?
To manage bot resources
To coordinate the execution of dialogs
To generate bot responses
To handle user authentication
Which of the following techniques can be used for generative fashion design with generative AI?
Generative adversarial networks (GANs)
Variational autoencoders (VAEs)
Style transfer
All of the above
How does AI contribute to wildlife monitoring?
By analyzing camera trap footage and tracking animal populations
By scaring away animals
By hunting animals
By destroying habitats
66. What is the primary focus of prompt engineering for sentiment analysis AI?
Writing code
Describing emotions accurately
Optimizing hardware performance
Managing databases
Which GAN variant is specifically designed for face aging?
Age-cGAN
DCGAN
WGAN
ProgressiveGAN
Which library is known for its high performance in numerical computations for generative AI?
TensorFlow
PyTorch
Jax
Acme
What is the purpose of stemming in NLP?
To remove stop words
To reduce words to their root form
To identify named entities
To determine word frequency
Which of the following is an application of generative AI in healthcare?
Medical diagnosis
Drug discovery
Medical image synthesis
All of the above
What is an advantage of large commercial generative AI models like ChatGPT or Google Bard?
Always open-source
Limited capabilities
Extensive training data
Slow processing speed
Which Python library is commonly used for creating custom keyphrase extraction models?
NLTK
spaCy
PKE
Rake-NLTK
In the context of AI, what does "LLM" stand for?
Large Learning Machine
Linear Logic Model
Language Learning Method
Large Language Model
What is the goal of "AI transparency"?
To keep AI processes secret
To provide clear insights into AI decisions
To maximize AI's economic impact
To speed up AI development
How does machine learning ethics address bias?
By ignoring bias
Through fairness-aware algorithm design
By increasing data collection
By minimizing human oversight
What is the purpose of "layer normalization" in generative AI models?
To create normal layers in soil
To stabilize the learning process
To normalize AI's behavior
To flatten data into layers
What is the purpose of the YOLO (You Only Look Once) algorithm in object detection?
To perform image classification
To achieve real-time object detection
To implement semantic segmentation
To generate new images
What open-source machine learning framework was developed by Google?
PyTorch
Keras
TensorFlow
Caffe
In the context of US AI ethics, what does the term "AI auditing" refer to?
Financial auditing using AI
Evaluating AI systems for bias and fairness
Optimizing AI model performance
Testing AI systems for security vulnerabilities
What does "token" typically refer to in the context of language models?
A unit of cryptocurrency
A security key
A word or part of a word processed by the model
A type of AI model
What is the main application of AI in algorithmic trading?
To replace human traders
To predict all market movements
To execute trades based on AI-driven strategies
To manipulate markets
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