Generative AI Quiz – MCQ Questions and Answers
What is the main goal of neural data-to-text generation in NLP?
To generate natural language descriptions from structured data
To convert text to structured data
To translate between different data formats
To perform sentiment analysis on structured data
Can ChatGPT provide real-time language translation during a conversation?
No, it can only respond in the same language as the input
Yes, it can translate between any two languages on the fly
Only for a select few pre-programmed language pairs
Only if the translation is requested one message at a time
What is the primary function of zero-shot learning in AI?
To learn without data
To perform new tasks without specific training
To generate zero outputs
To classify learning types
How is Apple utilizing AI in its health-related features?
Diagnosing diseases
Monitoring vital signs
Performing surgeries
Prescribing medication
What is one potential application of generative AI in wildlife conservation?
To replace all wildlife biologists
To assist in species identification and habitat modeling
To physically protect all wildlife
To manage all conservation funds
What is LSTM in deep learning?
Long Short-Term Memory
Lost Signal Transmission Model
Linear System Training Method
Lateral Synaptic Transfer Mechanism
Can AI help doctors?
Yes
No
Only in surgery
Only on TV shows
How do AI systems potentially reflect human values?
They don't reflect any values
They can embed the values of their creators
They always promote universal values
They create their own independent values
What is the primary goal of model versioning in MLOps?
To improve model accuracy
To track changes and enable rollbacks if needed
To automate model training
To perform feature selection
What is the Wasserstein loss used for in GANs?
To improve training stability
To generate sharper images
To reduce model complexity
To increase training speed
What is one major ethical concern in the use of generative AI?
Energy consumption
Data storage
Processing speed
Creation of false information
What ethical principle guides responsible AI design?
Profit maximization
Beneficence and non-maleficence
Increased AI complexity
Minimized human involvement
Which technique does GPT-3 primarily leverage to perform few-shot learning?
In-context learning
Fine-tuning on small datasets
Meta-learning algorithms
Transfer learning from multiple domains
What does GPU stand for in AI computing?
General Processing Unit
Graphics Processing Unit
Global Positioning Unit
Gigabyte Processing Unit
Which US government agency uses AI for improving energy grid resilience?
DOE
EPA
FERC
NIST
Which color model is based on how humans perceive color?
HSV (Hue, Saturation, Value)
RGB (Red, Green, Blue)
CMYK (Cyan, Magenta, Yellow, Black)
Grayscale
What is chain-of-thought prompting?
A technique to visualize neural network pathways
A method to improve model interpretability by tracing decision paths
A strategy to guide AI models by breaking down complex tasks into simpler steps
A way to optimize data preprocessing techniques
What is the role of 'pooling layers' in convolutional neural networks?
To create pools of data
To make data swim together
To reduce the spatial dimensions of the input
To pool resources for AI
How does the Megatron-LM model approach training large language models?
By using novel optimization algorithms
Implementing curriculum learning
Employing model and data parallelism
Using adaptive learning rates
Which of the following is NOT a common type of drift in MLOps?
Data drift
Concept drift
Model drift
Algorithm drift
Score: 0/20