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WorksheetsDo you know generative ai?
Total questions: 5
Worksheet time: 3mins
What does generative AI aim to accomplish?
Analyze existing data and extract insights
Perform specific tasks based on pre-defined rules
Create new content based on learned patterns
Identify anomalies or outliers in a dataset
What is the main difference between traditional AI and generative AI?
Traditional AI is rule-based and solves specific problems, while generative AI creates new content based on learned patterns
Traditional AI generates new content, while generative AI is rule-based and solves specific problems
Traditional AI and generative AI are the same and can be used interchangeably
Traditional AI uses machine learning to create new content, while generative AI follows pre-programmed instructions
What is the purpose of a language model in generative AI?
To tokenize and encode input prompts
To analyze a large corpus of text and predict the next word in a sequence
To preprocess and format generated responses
To deliver output to the frontend or user interface
What does the term "hallucination" refer to in the context of generative AI?
The input or instruction given to a generative AI model to generate content
The tendency of models to generate unrealistic or nonsensical data
The process by which a generative AI model generates output based on a prompt
The ability of a generative AI model to perform a task without specific training examples
What is one of the key risks associated with the security of generative AI systems?
Optimization challenges in model training
Inadequate computational resources for inference
Data breaches and unauthorized access
Lack of user interface responsiveness
