Generative Ai Fundamentals Quiz Answers (3)

AI Fundamentals Quiz: Test Your Knowledge!

 

 

Which of the following is a common approach for handling occlusions in pose estimation?
Part Affinity Fields
Hierarchical pose representation
Attention mechanisms
All of the above
Does DALL-E have any content filters or restrictions?
No, it can generate any type of content without restrictions
Yes, it has filters to prevent the generation of explicit or harmful content
It only filters out copyrighted material
It only filters out images of faces
What is 'data augmentation' in machine learning?
Increasing data size physically
Augmenting reality with data
Making data more important
Techniques to increase training data diversity
Which of these is a key challenge in developing energy-efficient generative AI models?
Balancing performance with computational requirements
Increasing model complexity
Reducing generation quality
Eliminating the need for training data
Which type of system would be best suited for a company wishing to use a large amount of its own proprietary information in a generative AI model?
Open-source models
Public cloud-based models
Private or on-premises models
Social media-trained models
What is the main advantage of the ALBERT model in terms of parameter efficiency?
Increased model size
Parameter sharing across layers
Novel attention mechanism
Improved tokenization
What is a primary goal of machine learning operations (MLOps) in Responsible AI?
To complicate AI workflows
To increase efficiency and accountability in AI systems
To replace human oversight
To slow down AI deployment
How could generative AI potentially be used in the field of disaster management?
To physically stop natural disasters
To model disaster scenarios and assist in response planning
To replace all emergency responders immediately
To predict disasters with 100% accuracy
What type of evaluation metric is commonly used for assessing NLG models?
BLEU score
F1 score
Accuracy
Precision
How does generative AI model complexity affect its outputs?
More complex models are slower
Simpler models generate more realistic outputs
More complex models can generate more detailed and accurate outputs
Model complexity has no effect on outputs
What is the main application of AI in the oil and gas industry?
To create renewable energy
For exploration and production optimization
To replace all workers
To set fuel prices
Which of these is a key challenge in using generative AI for creating realistic virtual characters?
Generating believable behaviors and interactions
Creating high-resolution character models
Designing diverse character appearances
Predicting player preferences
How can you implement custom schedulers in PyTorch?
Only by using pre-defined schedulers
By subclassing _LRScheduler
By defining a new function
Both B and C
What is a potential application of Generative AI in sports analytics?
By physically playing sports
By analyzing player performance data and suggesting strategic insights
By replacing all sports analysts and coaches
By controlling game outcomes
What is 'Deepfake' technology primarily used for?
Data encryption
Creating realistic but fake audio or video content
Data storage
Data analysis
What is an ethical consideration for AI in economic settings?
Ignoring economic inequality
Ensuring equitable distribution of AI benefits
Using AI to maximize profits only
Automating all economic decisions
Which of the following is a potential application of generative AI in education?
Replacing teachers entirely
Creating personalized learning materials
Eliminating the need for exams
Constructing school buildings
How can generative AI potentially assist in climate change research?
By physically altering the atmosphere
By analyzing climate data and generating predictive models
By replacing all climate scientists
By controlling global weather patterns
What is the main purpose of AI in recommendation engines?
To recommend everything
To suggest relevant items based on user preferences
To make users buy more
To create user preferences
Which US AI startup is known for its work on AI-powered battery technology?
QuantumScape
Anthropic
Scale AI
Anduril
Which IBM Watson service is designed for natural language understanding?
Watson Assistant
Watson Discovery
Watson Natural Language Understanding
Watson Speech to Text
Does the custom skill definition call a web API as part of the enrichment process?
Yes
No
Only for specific data types
Depends on the skill configuration
Before using open-source GPT models in production, a comprehensive evaluation must be conducted to identify and address:
Security vulnerabilities, bias, and ethical concerns
Market demand and consumer preferences
Profitability and return on investment
Employee satisfaction and engagement
Can DALL-E generate animated or moving images?
No, it can only generate static images
Yes, it can generate short looping animations
Yes, but only if the text prompt specifies movement or animation
It can only animate images of certain types of objects like characters or vehicles
Which dialog class should you use to configure a chatbot to query a knowledge base?
KnowledgeBaseDialog
QnAMakerDialog
QuestionAnsweringDialog
CustomQuestionAnsweringDialog
Score: 0/25